2023-08-29 17:38:27,385 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 17:38:27,386 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 17:38:29,169 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 17:38:29,227 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 17:38:29,228 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 17:38:29,257 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in asr_brain = ASR( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/core.py", line 554, in __init__ torch.cuda.set_device(int(self.device[-1])) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 326, in set_device torch._C._cuda_setDevice(device) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 229, in _lazy_init torch._C._cuda_init() RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx 2023-08-29 17:40:42,223 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 17:40:42,224 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 17:40:42,773 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 17:40:42,829 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 377, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") NameError: name 'EncoderASR' is not defined 2023-08-29 17:42:22,822 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 17:42:22,823 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 17:42:23,991 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 17:42:24,035 - speechbrain.pretrained.fetching - INFO - Fetch hyperparams.yaml: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:42:24,062 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 17:42:24,229 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-fr/resolve/main/hyperparams.yaml HTTP/1.1" 200 0 2023-08-29 17:42:24,241 - filelock - DEBUG - Attempting to acquire lock 139768914004192 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/453a9854833f7e73817f1a445afd0d8fbe448475.lock 2023-08-29 17:42:24,242 - filelock - DEBUG - Lock 139768914004192 acquired on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/453a9854833f7e73817f1a445afd0d8fbe448475.lock 2023-08-29 17:42:24,345 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /speechbrain/asr-wav2vec2-commonvoice-fr/resolve/main/hyperparams.yaml HTTP/1.1" 200 2623 2023-08-29 17:42:24,354 - filelock - DEBUG - Attempting to release lock 139768914004192 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/453a9854833f7e73817f1a445afd0d8fbe448475.lock 2023-08-29 17:42:24,354 - filelock - DEBUG - Lock 139768914004192 released on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/453a9854833f7e73817f1a445afd0d8fbe448475.lock 2023-08-29 17:42:24,354 - speechbrain.pretrained.fetching - INFO - HF fetch: /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/snapshots/269ef5853401e2aa2e47fe6fd7027b067c630c9b/hyperparams.yaml 2023-08-29 17:42:24,355 - speechbrain.pretrained.fetching - INFO - Fetch custom.py: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:42:24,460 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-fr/resolve/main/custom.py HTTP/1.1" 404 0 2023-08-29 17:42:27,998 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 17:42:27,999 - filelock - DEBUG - Attempting to acquire lock 139768914033968 on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/0886a48276922a77013d8aa4681192138ae90d90.lock 2023-08-29 17:42:27,999 - filelock - DEBUG - Lock 139768914033968 acquired on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/0886a48276922a77013d8aa4681192138ae90d90.lock 2023-08-29 17:42:28,095 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/preprocessor_config.json HTTP/1.1" 200 158 2023-08-29 17:42:28,101 - filelock - DEBUG - Attempting to release lock 139768914033968 on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/0886a48276922a77013d8aa4681192138ae90d90.lock 2023-08-29 17:42:28,101 - filelock - DEBUG - Lock 139768914033968 released on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/0886a48276922a77013d8aa4681192138ae90d90.lock 2023-08-29 17:42:28,272 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /api/models/LeBenchmark/wav2vec2-FR-7K-large HTTP/1.1" 200 1097 2023-08-29 17:42:28,370 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/config.json HTTP/1.1" 200 0 2023-08-29 17:42:28,371 - filelock - DEBUG - Attempting to acquire lock 139768914056960 on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/5565ad893213f0e049dcfd8a397c20224e7e26b9.lock 2023-08-29 17:42:28,371 - filelock - DEBUG - Lock 139768914056960 acquired on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/5565ad893213f0e049dcfd8a397c20224e7e26b9.lock 2023-08-29 17:42:28,469 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/config.json HTTP/1.1" 200 1503 2023-08-29 17:42:28,472 - filelock - DEBUG - Attempting to release lock 139768914056960 on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/5565ad893213f0e049dcfd8a397c20224e7e26b9.lock 2023-08-29 17:42:28,472 - filelock - DEBUG - Lock 139768914056960 released on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/5565ad893213f0e049dcfd8a397c20224e7e26b9.lock 2023-08-29 17:42:28,570 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/model.safetensors HTTP/1.1" 302 0 2023-08-29 17:42:28,571 - filelock - DEBUG - Attempting to acquire lock 139768913572144 on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/cdf58821b47253f6c3404a46970d63bbbbc180fbb79c616ebea6a9675299bbc2.lock 2023-08-29 17:42:28,572 - filelock - DEBUG - Lock 139768913572144 acquired on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/cdf58821b47253f6c3404a46970d63bbbbc180fbb79c616ebea6a9675299bbc2.lock 2023-08-29 17:42:28,574 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): cdn-lfs.huggingface.co:443 2023-08-29 17:42:29,156 - urllib3.connectionpool - DEBUG - https://cdn-lfs.huggingface.co:443 "GET /LeBenchmark/wav2vec2-FR-7K-large/cdf58821b47253f6c3404a46970d63bbbbc180fbb79c616ebea6a9675299bbc2?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27model.safetensors%3B+filename%3D%22model.safetensors%22%3B&Expires=1693582948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzU4Mjk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9MZUJlbmNobWFyay93YXYydmVjMi1GUi03Sy1sYXJnZS9jZGY1ODgyMWI0NzI1M2Y2YzM0MDRhNDY5NzBkNjNiYmJiYzE4MGZiYjc5YzYxNmViZWE2YTk2NzUyOTliYmMyP3Jlc3BvbnNlLWNvbnRlbnQtZGlzcG9zaXRpb249KiJ9XX0_&Signature=Hstmt61wjHMtNuOD7-kSVHIc~vOauwUbDcgQeE0Bk~kZm~pPLoONiPx2x4HTngacsgA9P1Fioy4o9x-QOaGo56uBmq~xpSm3elDsJ7hdnxV982sHDhQDLOkPk~mJOfvKBHYi62nRn5VfJuDsFAFZGRgP0uINNHC8CHX0jnx7JnlLU5U3GY8DNQ-wnuY8BmpgAwNTKa2K9HmtssMhc1ofGHQIu~~t-zLCbbK8ifX2xOdBZTnAuUvZtGIowCw0cRdSIo7xu8sZNErTpaGvjfa7qnn8eXKrcp02bj6yTrYK11sPYsJEOvkfjNfpj4NFksb05ijV6bZkKCBAYTOxif2CpA__&Key-Pair-Id=KVTP0A1DKRTAX HTTP/1.1" 200 1261803474 2023-08-29 17:42:58,025 - filelock - DEBUG - Attempting to release lock 139768913572144 on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/cdf58821b47253f6c3404a46970d63bbbbc180fbb79c616ebea6a9675299bbc2.lock 2023-08-29 17:42:58,026 - filelock - DEBUG - Lock 139768913572144 released on model_checkpoints/models--LeBenchmark--wav2vec2-FR-7K-large/blobs/cdf58821b47253f6c3404a46970d63bbbbc180fbb79c616ebea6a9675299bbc2.lock 2023-08-29 17:43:34,914 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 17:43:34,926 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:43:34,926 - speechbrain.pretrained.fetching - INFO - Fetch wav2vec2.ckpt: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:43:35,027 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-fr/resolve/main/wav2vec2.ckpt HTTP/1.1" 302 0 2023-08-29 17:43:35,029 - filelock - DEBUG - Attempting to acquire lock 139768913312112 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/1b2d9f900fd7a57a30bdc6220606f1ccf37f582f07aab7a5b75213ac46c38204.lock 2023-08-29 17:43:35,029 - filelock - DEBUG - Lock 139768913312112 acquired on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/1b2d9f900fd7a57a30bdc6220606f1ccf37f582f07aab7a5b75213ac46c38204.lock 2023-08-29 17:43:35,500 - urllib3.connectionpool - DEBUG - https://cdn-lfs.huggingface.co:443 "GET /speechbrain/asr-wav2vec2-commonvoice-fr/1b2d9f900fd7a57a30bdc6220606f1ccf37f582f07aab7a5b75213ac46c38204?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27wav2vec2.ckpt%3B+filename%3D%22wav2vec2.ckpt%22%3B&Expires=1693583014&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzU4MzAxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9zcGVlY2hicmFpbi9hc3Itd2F2MnZlYzItY29tbW9udm9pY2UtZnIvMWIyZDlmOTAwZmQ3YTU3YTMwYmRjNjIyMDYwNmYxY2NmMzdmNTgyZjA3YWFiN2E1Yjc1MjEzYWM0NmMzODIwND9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=dbt6rIUz6Pan~0P88U-4~jXPCDVxMXOd8zcq1exB9U4DSvp7eD6ZIlBikbrgRLrgGgvRM5Az-w2c4RiF6BfkcZTTimCEctkSS8JDoojo6JIKvBgnWj5NAB0rFEhyER-YBKB6Qw0LI93UIuZcdf5EKmsSiFeGKP4bnf1MVlKKsKQR5j-1ClGgtxVm2Ca66fWwswBhTCbxNfamwllxD4Qd5gGnV8LDDAITsImE7xuaDUeZdi5UjWlN1waF~mljs9C8~sZ3ORzuwcRk4wxRMs3M-yhTgTJfbWydXs2RvUkz4q287RwbLj6dNxTPSL9Q4~LS3wOTY4u9rAsF5KgLR8v0Xw__&Key-Pair-Id=KVTP0A1DKRTAX HTTP/1.1" 200 1261930757 2023-08-29 17:44:06,327 - filelock - DEBUG - Attempting to release lock 139768913312112 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/1b2d9f900fd7a57a30bdc6220606f1ccf37f582f07aab7a5b75213ac46c38204.lock 2023-08-29 17:44:06,327 - filelock - DEBUG - Lock 139768913312112 released on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/1b2d9f900fd7a57a30bdc6220606f1ccf37f582f07aab7a5b75213ac46c38204.lock 2023-08-29 17:44:06,327 - speechbrain.pretrained.fetching - INFO - HF fetch: /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/snapshots/269ef5853401e2aa2e47fe6fd7027b067c630c9b/wav2vec2.ckpt 2023-08-29 17:44:06,328 - speechbrain.pretrained.fetching - INFO - Fetch asr.ckpt: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:44:06,428 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-fr/resolve/main/asr.ckpt HTTP/1.1" 302 0 2023-08-29 17:44:06,435 - filelock - DEBUG - Attempting to acquire lock 139768914033056 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/64ba475ed7be735d4ac054c2d537f22251b80f6ecb65cb04217eb0d1ed50a143.lock 2023-08-29 17:44:06,435 - filelock - DEBUG - Lock 139768914033056 acquired on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/64ba475ed7be735d4ac054c2d537f22251b80f6ecb65cb04217eb0d1ed50a143.lock 2023-08-29 17:44:06,978 - urllib3.connectionpool - DEBUG - https://cdn-lfs.huggingface.co:443 "GET /speechbrain/asr-wav2vec2-commonvoice-fr/64ba475ed7be735d4ac054c2d537f22251b80f6ecb65cb04217eb0d1ed50a143?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27asr.ckpt%3B+filename%3D%22asr.ckpt%22%3B&Expires=1693583046&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzU4MzA0Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9zcGVlY2hicmFpbi9hc3Itd2F2MnZlYzItY29tbW9udm9pY2UtZnIvNjRiYTQ3NWVkN2JlNzM1ZDRhYzA1NGMyZDUzN2YyMjI1MWI4MGY2ZWNiNjVjYjA0MjE3ZWIwZDFlZDUwYTE0Mz9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=VL0lv9btUmh00t2G72RXv~BE46HUjcI-aRBFtCKDQ5o-N-ocCD3bxP3XosNiqHmslj5aT3dAPlR29Zh6G3k6k8mEqems4Szy-2jtCjcnu3r9ckZ1pMPa3wzZxvtssvlnKBfqBmEfE0huwGIXetq9FQkLPNvrnrfKCSCoyYxfdQ2t44poqK~y5xywN44HXxfIdkhdRN2WV7NMs99qRtDvLnABwd~TWoC6Dt4WYlQhLL4VXdX-Jv-snYDqE8eBPdF7LKwMVG2Om69UTZQk5Xx6YAVuK74aTQYo46sJeKvj4I5XqgIi5fSlsBbxE6WNlMMaN6ROxug6Qs3ASQHJhpK59g__&Key-Pair-Id=KVTP0A1DKRTAX HTTP/1.1" 200 12963902 2023-08-29 17:44:07,678 - filelock - DEBUG - Attempting to release lock 139768914033056 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/64ba475ed7be735d4ac054c2d537f22251b80f6ecb65cb04217eb0d1ed50a143.lock 2023-08-29 17:44:07,678 - filelock - DEBUG - Lock 139768914033056 released on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/64ba475ed7be735d4ac054c2d537f22251b80f6ecb65cb04217eb0d1ed50a143.lock 2023-08-29 17:44:07,678 - speechbrain.pretrained.fetching - INFO - HF fetch: /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/snapshots/269ef5853401e2aa2e47fe6fd7027b067c630c9b/asr.ckpt 2023-08-29 17:44:07,679 - speechbrain.pretrained.fetching - INFO - Fetch tokenizer.ckpt: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:44:07,782 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-fr/resolve/main/tokenizer.ckpt HTTP/1.1" 200 0 2023-08-29 17:44:07,783 - filelock - DEBUG - Attempting to acquire lock 139768914034016 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/c154be298b1701447b4afc75fd39d4b56c927b1e.lock 2023-08-29 17:44:07,783 - filelock - DEBUG - Lock 139768914034016 acquired on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/c154be298b1701447b4afc75fd39d4b56c927b1e.lock 2023-08-29 17:44:07,885 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /speechbrain/asr-wav2vec2-commonvoice-fr/resolve/main/tokenizer.ckpt HTTP/1.1" 200 238487 2023-08-29 17:44:07,915 - filelock - DEBUG - Attempting to release lock 139768914034016 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/c154be298b1701447b4afc75fd39d4b56c927b1e.lock 2023-08-29 17:44:07,915 - filelock - DEBUG - Lock 139768914034016 released on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/blobs/c154be298b1701447b4afc75fd39d4b56c927b1e.lock 2023-08-29 17:44:07,915 - speechbrain.pretrained.fetching - INFO - HF fetch: /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-fr/snapshots/269ef5853401e2aa2e47fe6fd7027b067c630c9b/tokenizer.ckpt 2023-08-29 17:44:07,915 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 17:44:17,183 - speechbrain.pretrained.fetching - INFO - Fetch hyperparams.yaml: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-en. 2023-08-29 17:44:17,285 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-en/resolve/main/hyperparams.yaml HTTP/1.1" 200 0 2023-08-29 17:44:17,294 - filelock - DEBUG - Attempting to acquire lock 139768913968336 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-en/blobs/0fd0267dfdd4b3442f309b449d30675876bdf3ed.lock 2023-08-29 17:44:17,294 - filelock - DEBUG - Lock 139768913968336 acquired on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-en/blobs/0fd0267dfdd4b3442f309b449d30675876bdf3ed.lock 2023-08-29 17:44:17,393 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /speechbrain/asr-wav2vec2-commonvoice-en/resolve/main/hyperparams.yaml HTTP/1.1" 200 3187 2023-08-29 17:44:17,397 - filelock - DEBUG - Attempting to release lock 139768913968336 on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-en/blobs/0fd0267dfdd4b3442f309b449d30675876bdf3ed.lock 2023-08-29 17:44:17,397 - filelock - DEBUG - Lock 139768913968336 released on /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-en/blobs/0fd0267dfdd4b3442f309b449d30675876bdf3ed.lock 2023-08-29 17:44:17,397 - speechbrain.pretrained.fetching - INFO - HF fetch: /linkhome/rech/genltc01/uzn19yk/.cache/huggingface/hub/models--speechbrain--asr-wav2vec2-commonvoice-en/snapshots/a1a126cc07ff5426a71487a89132bd1b70c7155e/hyperparams.yaml 2023-08-29 17:44:17,398 - speechbrain.pretrained.fetching - INFO - Fetch custom.py: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-en. 2023-08-29 17:44:17,494 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-en/resolve/main/custom.py HTTP/1.1" 404 0 2023-08-29 17:44:18,077 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 17:44:18,079 - filelock - DEBUG - Attempting to acquire lock 139804357420896 on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/0886a48276922a77013d8aa4681192138ae90d90.lock 2023-08-29 17:44:18,079 - filelock - DEBUG - Lock 139804357420896 acquired on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/0886a48276922a77013d8aa4681192138ae90d90.lock 2023-08-29 17:44:18,173 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 158 2023-08-29 17:44:18,176 - filelock - DEBUG - Attempting to release lock 139804357420896 on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/0886a48276922a77013d8aa4681192138ae90d90.lock 2023-08-29 17:44:18,177 - filelock - DEBUG - Lock 139804357420896 released on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/0886a48276922a77013d8aa4681192138ae90d90.lock 2023-08-29 17:44:18,281 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /api/models/facebook/wav2vec2-large-lv60 HTTP/1.1" 200 1123 2023-08-29 17:44:18,379 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/config.json HTTP/1.1" 200 0 2023-08-29 17:44:18,380 - filelock - DEBUG - Attempting to acquire lock 139804357313104 on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/8f5997b839c4426b155af08b4c3687073b79d0e8.lock 2023-08-29 17:44:18,380 - filelock - DEBUG - Lock 139804357313104 acquired on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/8f5997b839c4426b155af08b4c3687073b79d0e8.lock 2023-08-29 17:44:18,476 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /facebook/wav2vec2-large-lv60/resolve/main/config.json HTTP/1.1" 200 1553 2023-08-29 17:44:18,479 - filelock - DEBUG - Attempting to release lock 139804357313104 on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/8f5997b839c4426b155af08b4c3687073b79d0e8.lock 2023-08-29 17:44:18,479 - filelock - DEBUG - Lock 139804357313104 released on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/8f5997b839c4426b155af08b4c3687073b79d0e8.lock 2023-08-29 17:44:18,577 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/model.safetensors HTTP/1.1" 404 0 2023-08-29 17:44:18,675 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/model.safetensors.index.json HTTP/1.1" 404 0 2023-08-29 17:44:18,774 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/pytorch_model.bin HTTP/1.1" 302 0 2023-08-29 17:44:18,775 - filelock - DEBUG - Attempting to acquire lock 139804357316128 on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/1d095321ee151b9cbeeb2f325d104bf1813b795c9bbbee58efcde34f701d0386.lock 2023-08-29 17:44:18,776 - filelock - DEBUG - Lock 139804357316128 acquired on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/1d095321ee151b9cbeeb2f325d104bf1813b795c9bbbee58efcde34f701d0386.lock 2023-08-29 17:44:19,128 - urllib3.connectionpool - DEBUG - https://cdn-lfs.huggingface.co:443 "GET /facebook/wav2vec2-large-lv60/1d095321ee151b9cbeeb2f325d104bf1813b795c9bbbee58efcde34f701d0386?response-content-disposition=attachment%3B+filename*%3DUTF-8%27%27pytorch_model.bin%3B+filename%3D%22pytorch_model.bin%22%3B&response-content-type=application%2Foctet-stream&Expires=1693583058&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTY5MzU4MzA1OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5odWdnaW5nZmFjZS5jby9mYWNlYm9vay93YXYydmVjMi1sYXJnZS1sdjYwLzFkMDk1MzIxZWUxNTFiOWNiZWViMmYzMjVkMTA0YmYxODEzYjc5NWM5YmJiZWU1OGVmY2RlMzRmNzAxZDAzODY~cmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qJnJlc3BvbnNlLWNvbnRlbnQtdHlwZT0qIn1dfQ__&Signature=rid0KVZgWB6SkhWajuOu5oJwlt~GIpVQ0P7qlT~z8JnLgLRu57S8rVwcgGpyQSCv56AWrRAiCl3KI850CamiS7GVZZkfauqSqlt4YAp58LBQE3yvIjweKHeD5fihf0XcW0dErki-7SIvYtdBoFWMdV5StSjtSIEpReNwGo9Aot-vcRHbDh6EbztlmxcIcezcqxlZj94OVTT17n87v6syENP4ti2LH-ecct3b9et7~aCzYBfJ0VtUVTGn90U564BAnGYDbmkqMQx4uYt4we1MuZJOIIg6ls0jYW7iZo7ODYy2cWDTP6dBSF6XctzH4cmOXhxC6r~VmSCShnq1mUHgpg__&Key-Pair-Id=KVTP0A1DKRTAX HTTP/1.1" 200 1269737156 2023-08-29 17:44:23,313 - filelock - DEBUG - Attempting to release lock 139804357316128 on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/1d095321ee151b9cbeeb2f325d104bf1813b795c9bbbee58efcde34f701d0386.lock 2023-08-29 17:44:23,313 - filelock - DEBUG - Lock 139804357316128 released on model_checkpoints/models--facebook--wav2vec2-large-lv60/blobs/1d095321ee151b9cbeeb2f325d104bf1813b795c9bbbee58efcde34f701d0386.lock 2023-08-29 17:45:51,602 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 17:45:51,603 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 17:45:52,666 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 17:45:52,705 - speechbrain.pretrained.fetching - INFO - Fetch hyperparams.yaml: Using existing file/symlink in pretrained_models/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 17:45:52,706 - speechbrain.pretrained.fetching - INFO - Fetch custom.py: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:45:52,710 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 17:45:52,860 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-fr/resolve/main/custom.py HTTP/1.1" 404 0 2023-08-29 17:45:56,281 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 17:45:56,428 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /api/models/LeBenchmark/wav2vec2-FR-7K-large HTTP/1.1" 200 1097 2023-08-29 17:45:56,523 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/config.json HTTP/1.1" 200 0 2023-08-29 17:46:32,617 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 17:46:32,629 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:46:32,629 - speechbrain.pretrained.fetching - INFO - Fetch wav2vec2.ckpt: Using existing file/symlink in pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 17:46:32,630 - speechbrain.pretrained.fetching - INFO - Fetch asr.ckpt: Using existing file/symlink in pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 17:46:32,630 - speechbrain.pretrained.fetching - INFO - Fetch tokenizer.ckpt: Using existing file/symlink in pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 17:46:32,630 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 17:46:44,086 - speechbrain.pretrained.fetching - INFO - Fetch hyperparams.yaml: Using existing file/symlink in pretrained_models/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 17:46:44,086 - speechbrain.pretrained.fetching - INFO - Fetch custom.py: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-en. 2023-08-29 17:46:44,196 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /speechbrain/asr-wav2vec2-commonvoice-en/resolve/main/custom.py HTTP/1.1" 404 0 2023-08-29 17:46:44,785 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 17:52:02,887 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 17:52:02,889 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 17:52:06,544 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 17:52:06,784 - speechbrain.pretrained.fetching - INFO - Fetch hyperparams.yaml: Using existing file/symlink in pretrained_models/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 17:52:06,785 - speechbrain.pretrained.fetching - INFO - Fetch custom.py: Delegating to Huggingface hub, source speechbrain/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:52:06,793 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 17:52:46,939 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (2): huggingface.co:443 2023-08-29 17:53:18,742 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 424, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 117, in __init__ self.feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 366, in from_pretrained feature_extractor_dict, kwargs = cls.get_feature_extractor_dict(pretrained_model_name_or_path, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 466, in get_feature_extractor_dict resolved_feature_extractor_file = cached_file( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 417, in cached_file resolved_file = hf_hub_download( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1195, in hf_hub_download metadata = get_hf_file_metadata( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1532, in get_hf_file_metadata r = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 407, in _request_wrapper response = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 442, in _request_wrapper return http_backoff( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 258, in http_backoff response = session.request(method=method, url=url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 17:54:01,807 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 17:54:01,809 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 17:54:02,354 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 17:54:02,441 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 17:54:02,442 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 17:54:02,538 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 17:54:25,995 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 424, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 117, in __init__ self.feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 366, in from_pretrained feature_extractor_dict, kwargs = cls.get_feature_extractor_dict(pretrained_model_name_or_path, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 466, in get_feature_extractor_dict resolved_feature_extractor_file = cached_file( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 417, in cached_file resolved_file = hf_hub_download( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1195, in hf_hub_download metadata = get_hf_file_metadata( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1532, in get_hf_file_metadata r = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 407, in _request_wrapper response = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 442, in _request_wrapper return http_backoff( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 258, in http_backoff response = session.request(method=method, url=url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 17:57:06,362 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 17:57:06,363 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 17:57:06,918 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 17:57:07,012 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 17:57:07,013 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 17:57:07,122 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 17:57:16,365 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 424, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 117, in __init__ self.feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 366, in from_pretrained feature_extractor_dict, kwargs = cls.get_feature_extractor_dict(pretrained_model_name_or_path, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 466, in get_feature_extractor_dict resolved_feature_extractor_file = cached_file( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 417, in cached_file resolved_file = hf_hub_download( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1195, in hf_hub_download metadata = get_hf_file_metadata( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1532, in get_hf_file_metadata r = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 407, in _request_wrapper response = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 442, in _request_wrapper return http_backoff( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 258, in http_backoff response = session.request(method=method, url=url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 17:58:33,303 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 17:58:33,305 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 17:58:34,328 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 17:58:34,377 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 17:58:34,378 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 17:58:36,987 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 17:58:37,231 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 17:58:37,377 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /api/models/LeBenchmark/wav2vec2-FR-7K-large HTTP/1.1" 200 1097 2023-08-29 17:58:37,471 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/config.json HTTP/1.1" 200 0 2023-08-29 17:59:13,510 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 17:59:13,524 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 17:59:13,524 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 17:59:13,524 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 17:59:13,524 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 17:59:13,524 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 17:59:13,549 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 17:59:13,549 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 17:59:13,549 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 17:59:24,385 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 17:59:24,385 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 17:59:25,082 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:02:10,105 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:02:10,107 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:02:11,327 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:02:11,386 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 18:02:11,387 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 18:02:11,882 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:02:12,032 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:02:28,082 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:02:35,882 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 18:02:35,883 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 18:02:35,883 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 18:02:35,883 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 18:02:35,883 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:02:35,883 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 18:02:35,883 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 18:02:35,884 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 18:02:44,505 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 379, in english_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-en", savedir="pretrained_models/asr-wav2vec2-commonvoice-en") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 439, in from_hparams return cls(hparams["modules"], hparams, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 775, in __init__ super().__init__(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 224, in __init__ raise ValueError(f"Need hparams['{hp}']") ValueError: Need hparams['decoding_function'] 2023-08-29 18:08:09,792 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:08:09,794 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:08:10,272 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:08:10,322 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 18:08:10,322 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 18:08:10,785 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:08:10,999 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:08:27,484 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:08:36,384 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 18:08:36,384 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 18:08:36,385 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 18:08:36,385 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 18:08:36,385 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:08:36,385 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 18:08:36,385 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 18:08:36,385 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 18:08:47,688 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 18:08:47,688 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 18:08:47,769 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 382, in asr_brain = ASR( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/core.py", line 554, in __init__ torch.cuda.set_device(int(self.device[-1])) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 326, in set_device torch._C._cuda_setDevice(device) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 229, in _lazy_init torch._C._cuda_init() RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx 2023-08-29 18:09:24,796 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:09:24,798 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:09:25,335 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:09:25,427 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 18:09:25,427 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 18:09:25,524 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:10:05,589 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (2): huggingface.co:443 2023-08-29 18:11:54,294 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 424, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 133, in __init__ self._from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 170, in _from_pretrained is_sb, ckpt_file, is_local = self._check_model_source(source, save_path) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 279, in _check_model_source files = model_info( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/hf_api.py", line 1677, in model_info r = get_session().get(path, headers=headers, timeout=timeout, params=params) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 602, in get return self.request("GET", url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 18:14:37,205 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:14:37,207 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:14:37,695 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:14:37,757 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 18:14:37,758 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 18:14:40,883 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:14:41,104 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:14:41,306 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /api/models/LeBenchmark/wav2vec2-FR-7K-large HTTP/1.1" 200 1097 2023-08-29 18:14:41,402 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/config.json HTTP/1.1" 200 0 2023-08-29 18:15:17,117 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:15:17,122 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 18:15:17,123 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 18:15:17,123 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 18:15:17,123 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 18:15:17,123 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:15:17,123 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 18:15:17,123 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 18:15:17,123 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 18:15:26,486 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 18:15:26,486 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 18:15:27,200 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:19:22,861 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:19:22,872 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:19:23,408 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:19:23,518 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 18:19:23,518 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 413, in from_hparams sys.path.append(str(pymodule_local_path.parent)) NameError: name 'pymodule_local_path' is not defined 2023-08-29 18:19:57,597 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:19:57,598 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:19:58,149 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:19:58,240 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 18:19:58,339 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:20:33,779 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 427, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 117, in __init__ self.feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 366, in from_pretrained feature_extractor_dict, kwargs = cls.get_feature_extractor_dict(pretrained_model_name_or_path, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 466, in get_feature_extractor_dict resolved_feature_extractor_file = cached_file( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 417, in cached_file resolved_file = hf_hub_download( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1195, in hf_hub_download metadata = get_hf_file_metadata( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1532, in get_hf_file_metadata r = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 407, in _request_wrapper response = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 442, in _request_wrapper return http_backoff( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 258, in http_backoff response = session.request(method=method, url=url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 18:21:23,546 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:21:23,547 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:21:25,358 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:21:25,443 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 428, in from_hparams with open(hparams_local_path) as fin: NameError: name 'hparams_local_path' is not defined 2023-08-29 18:22:35,236 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:22:35,237 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:22:35,747 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:22:35,819 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 430, in from_hparams with open(hparams_local_path) as fin: FileNotFoundError: [Errno 2] No such file or directory: 'speechbrain/asr-wav2vec2-commonvoice-frhyperparams.yaml' 2023-08-29 18:23:20,813 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:23:20,814 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:23:21,345 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:23:21,534 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:24:01,578 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (2): huggingface.co:443 2023-08-29 18:25:04,996 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 432, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 133, in __init__ self._from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 170, in _from_pretrained is_sb, ckpt_file, is_local = self._check_model_source(source, save_path) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 279, in _check_model_source files = model_info( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/hf_api.py", line 1677, in model_info r = get_session().get(path, headers=headers, timeout=timeout, params=params) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 602, in get return self.request("GET", url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 18:25:18,880 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:25:18,881 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:25:19,422 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:25:19,613 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:25:25,239 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 432, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 117, in __init__ self.feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 366, in from_pretrained feature_extractor_dict, kwargs = cls.get_feature_extractor_dict(pretrained_model_name_or_path, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 466, in get_feature_extractor_dict resolved_feature_extractor_file = cached_file( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 417, in cached_file resolved_file = hf_hub_download( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1195, in hf_hub_download metadata = get_hf_file_metadata( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1532, in get_hf_file_metadata r = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 407, in _request_wrapper response = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 442, in _request_wrapper return http_backoff( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 258, in http_backoff response = session.request(method=method, url=url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 18:26:32,964 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:26:32,982 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:26:33,521 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:26:33,713 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:26:56,066 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 433, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 117, in __init__ self.feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 366, in from_pretrained feature_extractor_dict, kwargs = cls.get_feature_extractor_dict(pretrained_model_name_or_path, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 466, in get_feature_extractor_dict resolved_feature_extractor_file = cached_file( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 417, in cached_file resolved_file = hf_hub_download( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1195, in hf_hub_download metadata = get_hf_file_metadata( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1532, in get_hf_file_metadata r = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 407, in _request_wrapper response = _request_wrapper( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 442, in _request_wrapper return http_backoff( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 258, in http_backoff response = session.request(method=method, url=url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 18:27:36,313 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:27:36,315 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:27:37,396 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:27:40,683 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:27:40,836 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:27:41,018 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /api/models/LeBenchmark/wav2vec2-FR-7K-large HTTP/1.1" 200 1097 2023-08-29 18:27:41,115 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/config.json HTTP/1.1" 200 0 2023-08-29 18:28:17,006 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:28:17,017 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 18:28:17,019 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 18:28:17,019 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 18:28:17,019 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 18:28:17,019 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:28:17,019 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 18:28:17,019 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 18:28:17,019 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 18:28:28,689 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:32:37,598 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:32:37,611 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:32:38,971 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:32:39,583 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:32:39,753 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:32:55,683 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:33:04,299 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 18:33:04,300 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 379, in english_asr_model = EncoderDecoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-en", savedir="pretrained_models/asr-wav2vec2-commonvoice-en") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 441, in from_hparams run_on_main( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/utils/distributed.py", line 61, in run_on_main func(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/utils/parameter_transfer.py", line 206, in collect_files self.collect_in.mkdir(exist_ok=True) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/pathlib.py", line 1323, in mkdir self._accessor.mkdir(self, mode) FileNotFoundError: [Errno 2] No such file or directory: 'pretrained_models/asr-wav2vec2-commonvoice-en' 2023-08-29 18:34:55,697 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:34:55,715 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:34:56,223 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:34:56,280 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 18:34:56,281 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 18:34:56,691 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:34:56,974 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:35:15,086 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:35:22,889 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 18:35:22,889 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 18:35:22,890 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 18:35:22,890 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 18:35:22,890 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:35:22,890 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 18:35:22,891 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 18:35:22,891 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 18:35:33,025 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 18:35:33,026 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 18:35:33,758 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 382, in asr_brain = ASR( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/core.py", line 554, in __init__ torch.cuda.set_device(int(self.device[-1])) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 326, in set_device torch._C._cuda_setDevice(device) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 229, in _lazy_init torch._C._cuda_init() RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx 2023-08-29 18:37:51,046 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:37:51,048 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:37:51,584 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:37:51,681 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 18:37:51,681 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 18:37:51,769 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:38:35,894 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:38:36,196 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 18:38:36,197 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 18:38:36,197 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 18:38:36,197 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 18:38:36,197 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:38:36,198 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 18:38:36,198 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 18:38:36,198 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 18:38:37,025 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 18:38:37,025 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 18:38:38,619 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 18:38:38,620 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 18:41:01,068 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:41:01,069 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:41:01,608 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:41:01,724 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 18:41:01,725 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 18:41:01,806 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:41:45,875 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:41:46,069 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 18:41:46,069 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 18:41:46,069 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 18:41:46,069 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 18:41:46,069 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:41:46,069 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 18:41:46,070 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 18:41:46,070 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 18:41:46,925 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 18:41:46,925 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 18:41:48,523 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 18:41:48,524 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 18:42:45,639 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:42:45,640 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:42:46,155 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:42:46,202 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 18:42:46,202 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 18:42:49,192 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:42:49,404 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:42:49,600 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /api/models/LeBenchmark/wav2vec2-FR-7K-large HTTP/1.1" 200 1097 2023-08-29 18:42:49,695 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/config.json HTTP/1.1" 200 0 2023-08-29 18:43:28,207 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:43:28,212 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 18:43:28,213 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 18:43:28,213 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 18:43:28,213 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 18:43:28,213 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:43:28,213 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 18:43:28,213 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 18:43:28,213 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 18:43:41,166 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 18:43:41,166 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 18:43:41,305 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 382, in asr_brain = ASR( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/core.py", line 554, in __init__ torch.cuda.set_device(int(self.device[-1])) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 326, in set_device torch._C._cuda_setDevice(device) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 229, in _lazy_init torch._C._cuda_init() RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx 2023-08-29 18:44:04,802 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:44:04,804 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:44:05,342 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:44:05,441 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 18:44:05,442 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 18:44:05,540 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:44:45,590 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (2): huggingface.co:443 2023-08-29 18:53:28,009 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 85, in create_connection raise err File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) OSError: [Errno 101] Network is unreachable The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 491, in _make_request raise new_e File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 218, in _new_conn raise NewConnectionError( urllib3.exceptions.NewConnectionError: : Failed to establish a new connection: [Errno 101] Network is unreachable The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 844, in urlopen retries = retries.increment( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/retry.py", line 515, in increment raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type] urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/LeBenchmark/wav2vec2-FR-7K-large (Caused by NewConnectionError(': Failed to establish a new connection: [Errno 101] Network is unreachable')) During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 425, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 133, in __init__ self._from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 170, in _from_pretrained is_sb, ckpt_file, is_local = self._check_model_source(source, save_path) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 279, in _check_model_source files = model_info( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/hf_api.py", line 1677, in model_info r = get_session().get(path, headers=headers, timeout=timeout, params=params) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 602, in get return self.request("GET", url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 519, in send raise ConnectionError(e, request=request) requests.exceptions.ConnectionError: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/LeBenchmark/wav2vec2-FR-7K-large (Caused by NewConnectionError(': Failed to establish a new connection: [Errno 101] Network is unreachable'))"), '(Request ID: 6602d8fd-8354-4f7a-8469-65ffa0f12692)') 2023-08-29 18:55:18,000 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 18:55:18,002 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 18:55:18,524 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 18:55:18,569 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 18:55:18,570 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 18:55:21,382 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 18:55:21,606 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:55:21,789 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "GET /api/models/LeBenchmark/wav2vec2-FR-7K-large HTTP/1.1" 200 1097 2023-08-29 18:55:21,883 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /LeBenchmark/wav2vec2-FR-7K-large/resolve/main/config.json HTTP/1.1" 200 0 2023-08-29 18:55:47,706 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:55:47,711 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 18:55:47,711 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 18:55:47,711 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 18:55:47,712 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 18:55:47,712 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:55:47,712 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 18:55:47,712 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 18:55:47,712 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 18:55:57,086 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 18:55:57,086 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 18:55:57,692 - urllib3.connectionpool - DEBUG - https://huggingface.co:443 "HEAD /facebook/wav2vec2-large-lv60/resolve/main/preprocessor_config.json HTTP/1.1" 200 0 2023-08-29 18:56:14,184 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 18:56:22,292 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 18:56:22,292 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 18:56:22,293 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 18:56:22,293 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 18:56:22,293 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 18:56:22,293 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 18:56:22,293 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 18:56:22,293 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 18:56:31,485 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 18:56:31,485 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 18:56:31,486 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 383, in asr_brain = ASR( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/core.py", line 554, in __init__ torch.cuda.set_device(int(self.device[-1])) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 326, in set_device torch._C._cuda_setDevice(device) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 229, in _lazy_init torch._C._cuda_init() RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx 2023-08-29 19:00:59,525 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:00:59,544 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:01:00,098 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:01:00,196 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:01:00,197 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:01:00,295 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 19:01:40,347 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (2): huggingface.co:443 2023-08-29 19:07:25,078 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 425, in from_hparams with open(hparams_local_path) as fin: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 133, in __init__ self._from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 170, in _from_pretrained is_sb, ckpt_file, is_local = self._check_model_source(source, save_path) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 279, in _check_model_source files = model_info( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/hf_api.py", line 1677, in model_info r = get_session().get(path, headers=headers, timeout=timeout, params=params) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 602, in get return self.request("GET", url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 19:07:38,235 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:07:38,236 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:07:38,772 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:07:38,867 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:07:38,867 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:07:38,966 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 19:08:19,016 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (2): huggingface.co:443 2023-08-29 19:11:54,404 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 378, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr") File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 426, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 133, in __init__ self._from_pretrained( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 170, in _from_pretrained is_sb, ckpt_file, is_local = self._check_model_source(source, save_path) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 279, in _check_model_source files = model_info( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/hf_api.py", line 1677, in model_info r = get_session().get(path, headers=headers, timeout=timeout, params=params) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 602, in get return self.request("GET", url, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 589, in request resp = self.send(prep, **send_kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/sessions.py", line 703, in send r = adapter.send(request, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, *args, **kwargs) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/requests/adapters.py", line 486, in send resp = conn.urlopen( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 790, in urlopen response = self._make_request( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 467, in _make_request self._validate_conn(conn) File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connectionpool.py", line 1092, in _validate_conn conn.connect() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 611, in connect self.sock = sock = self._new_conn() File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/connection.py", line 203, in _new_conn sock = connection.create_connection( File "/gpfsssd/scratch/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/urllib3/util/connection.py", line 73, in create_connection sock.connect(sa) KeyboardInterrupt 2023-08-29 19:12:08,273 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:12:08,274 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:12:09,380 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:12:09,476 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:12:09,477 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:12:17,504 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:12:17,509 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:12:17,509 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:12:17,509 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:12:17,510 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:12:17,510 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:12:17,511 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:12:17,511 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:12:17,511 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:12:19,269 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:12:19,270 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:12:19,350 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-08-29 19:13:03,972 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:13:04,158 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:13:04,160 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:13:04,161 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:13:04,161 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:13:04,161 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:13:04,161 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:13:04,161 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:13:04,161 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:13:07,722 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:13:07,722 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:13:09,318 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:13:09,321 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:16:37,040 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:16:37,041 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:16:37,587 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:16:37,685 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:16:37,686 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:16:40,501 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:16:40,507 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:16:40,507 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:16:40,507 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:16:40,507 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:16:40,507 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:16:40,507 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:16:40,507 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:16:40,508 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:16:46,562 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:16:46,576 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:16:53,594 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:16:53,781 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:16:53,782 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:16:53,782 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:16:53,782 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:16:53,782 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:16:53,782 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:16:53,782 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:16:53,782 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:16:54,947 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:16:54,947 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:16:55,272 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:16:55,273 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:17:48,511 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:17:48,513 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:17:49,055 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:17:49,154 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:17:49,154 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:17:52,034 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:17:52,039 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:17:52,040 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:17:52,040 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:17:52,040 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:17:52,040 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:17:52,040 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:17:52,040 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:17:52,040 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:17:55,299 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:17:55,299 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:17:59,424 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:17:59,613 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:17:59,614 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:17:59,614 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:17:59,614 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:17:59,614 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:17:59,614 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:17:59,615 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:17:59,615 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:18:00,765 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:18:00,765 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:18:01,088 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:18:01,089 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:20:32,269 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:20:32,270 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:20:32,910 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:20:33,010 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:20:33,010 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:20:35,831 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:20:35,837 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:20:35,837 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:20:35,837 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:20:35,837 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:20:35,837 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:20:35,838 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:20:35,838 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:20:35,838 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:20:39,566 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:20:39,566 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:20:43,683 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:20:43,876 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:20:43,877 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:20:43,877 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:20:43,877 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:20:43,877 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:20:43,877 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:20:43,877 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:20:43,877 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:20:45,072 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:20:45,072 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:20:45,396 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:20:45,397 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:23:04,363 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:23:04,365 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:23:04,924 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:23:05,025 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:23:05,025 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:23:07,852 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:23:07,857 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:23:07,857 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:23:07,858 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:23:07,858 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:23:07,858 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:23:07,858 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:23:07,858 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:23:07,858 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:23:11,539 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:23:11,539 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:23:15,531 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:23:15,714 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:23:15,714 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:23:15,715 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:23:15,715 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:23:15,715 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:23:15,715 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:23:15,715 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:23:15,715 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:23:16,820 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:23:16,820 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:23:17,139 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:23:17,140 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:24:54,424 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:24:54,452 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:24:55,164 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:24:55,256 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:24:55,257 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:24:58,052 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:24:58,057 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:24:58,057 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:24:58,058 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:24:58,058 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:24:58,058 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:24:58,058 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:24:58,058 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:24:58,058 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:25:02,032 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:25:02,032 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:25:06,014 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:25:06,197 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:25:06,197 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:25:06,198 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:25:06,198 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:25:06,198 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:25:06,198 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:25:06,198 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:25:06,198 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:25:07,358 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:25:07,358 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:25:07,676 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:25:07,678 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:25:47,710 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:25:47,711 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:25:48,230 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:25:48,322 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:25:48,322 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:25:51,109 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:25:51,114 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:25:51,114 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:25:51,115 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:25:51,115 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:25:51,115 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:25:51,115 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:25:51,115 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:25:51,115 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:25:54,600 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:25:54,600 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:25:58,587 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:25:58,772 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:25:58,772 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:25:58,772 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:25:58,772 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:25:58,773 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:25:58,773 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:25:58,773 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:25:58,773 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:25:59,872 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:25:59,872 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:26:00,192 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:26:00,193 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:27:02,696 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:27:02,697 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:27:03,193 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:27:03,266 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:27:03,266 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:27:06,027 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:27:06,032 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:27:06,032 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:27:06,032 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:27:06,033 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:27:06,033 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:27:06,033 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:27:06,033 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:27:06,033 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:27:08,941 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:27:08,941 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:27:12,839 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:27:13,022 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:27:13,023 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:27:13,023 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:27:13,023 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:27:13,023 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:27:13,024 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:27:13,024 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:27:13,024 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:27:14,088 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:27:14,088 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:27:14,403 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:27:14,405 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:29:37,031 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:29:37,033 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:29:37,543 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:29:37,637 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:29:37,638 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:29:40,431 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:29:40,436 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:29:40,436 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:29:40,437 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:29:40,437 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:29:40,437 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:29:40,437 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:29:40,437 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:29:40,437 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:29:43,542 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:29:43,542 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:29:47,469 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:29:47,654 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:29:47,654 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:29:47,654 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:29:47,654 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:29:47,654 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:29:47,654 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:29:47,655 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:29:47,655 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:29:48,746 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:29:48,746 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:29:49,065 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:29:49,066 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:31:44,522 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:31:44,523 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:31:45,051 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:31:45,145 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:31:45,146 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:31:47,933 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:31:47,937 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:31:47,938 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:31:47,938 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:31:47,938 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:31:47,938 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:31:47,938 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:31:47,938 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:31:47,938 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:31:51,018 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:31:51,019 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:31:55,147 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:31:55,332 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:31:55,332 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:31:55,332 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:31:55,332 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:31:55,332 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:31:55,332 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:31:55,332 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:31:55,332 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:31:56,425 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:31:56,425 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:31:56,744 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:31:56,745 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:38:05,123 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:38:05,141 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:38:05,689 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:38:05,787 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:38:05,787 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:38:08,572 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:38:08,577 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:38:08,577 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:38:08,577 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:38:08,578 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:38:08,578 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:38:08,578 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:38:08,578 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:38:08,578 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:38:12,064 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:38:12,065 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:38:16,026 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:38:16,210 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:38:16,211 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:38:16,211 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:38:16,211 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:38:16,211 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:38:16,211 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:38:16,212 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:38:16,212 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:38:17,320 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:38:17,320 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:38:17,639 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:38:17,640 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:39:58,648 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:39:58,666 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:39:59,179 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:39:59,277 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:39:59,278 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:40:02,087 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:40:02,092 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:40:02,092 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:40:02,092 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:40:02,092 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:40:02,093 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:40:02,093 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:40:02,093 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:40:02,093 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:40:05,162 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:40:05,163 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:40:09,102 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:40:09,286 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:40:09,286 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:40:09,286 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:40:09,286 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:40:09,286 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:40:09,287 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:40:09,287 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:40:09,287 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:40:10,381 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:40:10,381 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:40:10,699 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:40:10,700 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-29 19:54:06,649 - speechbrain.core - INFO - Beginning experiment! 2023-08-29 19:54:06,670 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-29 19:54:07,933 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-29 19:54:08,039 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-29 19:54:08,039 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-29 19:54:10,827 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:54:10,832 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-29 19:54:10,832 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-29 19:54:10,833 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-29 19:54:10,833 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-29 19:54:10,833 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:54:10,833 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-29 19:54:10,833 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-29 19:54:10,833 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-29 19:54:13,883 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-29 19:54:13,884 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-29 19:54:17,853 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-29 19:54:18,037 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-29 19:54:18,037 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-29 19:54:18,038 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-29 19:54:18,038 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-29 19:54:18,038 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-29 19:54:18,038 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-29 19:54:18,038 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-29 19:54:18,038 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-29 19:54:19,129 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-29 19:54:19,129 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-29 19:54:19,448 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-29 19:54:19,450 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-30 00:25:15,072 - speechbrain.core - INFO - Beginning experiment! 2023-08-30 00:25:15,073 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-30 00:25:16,214 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-30 00:25:16,330 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-30 00:25:16,331 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-30 00:25:23,944 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-30 00:25:23,949 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-30 00:25:23,949 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-30 00:25:23,949 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-30 00:25:23,949 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-30 00:25:23,950 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-30 00:25:23,950 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-30 00:25:23,950 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-30 00:25:23,950 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-30 00:25:27,461 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-30 00:25:27,461 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-30 00:25:31,539 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-30 00:25:31,728 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-30 00:25:31,728 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-30 00:25:31,729 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-30 00:25:31,729 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-30 00:25:31,729 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-30 00:25:31,729 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-30 00:25:31,729 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-30 00:25:31,730 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-30 00:25:32,855 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-30 00:25:32,855 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-30 00:25:33,176 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-30 00:25:33,178 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-30 00:26:37,105 - speechbrain.core - INFO - Beginning experiment! 2023-08-30 00:26:37,106 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-30 00:26:37,762 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.0 exceptiongroup==1.1.2 filelock==3.12.2 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.0 idna==3.4 Jinja2==3.1.2 joblib==1.3.1 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=ed5ccd547fe6ef753debd1686751c702d005c71f22e01001cf011ec99a2125b6 lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.1 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 Pillow==10.0.0 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.6.3 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.1 scipy==1.11.1 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==1.13.1 torchaudio==0.13.1 torchvision==0.14.1 tqdm==4.65.0 transformers==4.31.0 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-30 00:26:37,855 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-30 00:26:37,855 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-30 00:26:40,638 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-30 00:26:40,643 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-30 00:26:40,643 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-30 00:26:40,643 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-30 00:26:40,643 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-30 00:26:40,644 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-30 00:26:40,644 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-30 00:26:40,644 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-30 00:26:40,644 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-30 00:26:43,871 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-30 00:26:43,872 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-30 00:26:47,495 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-30 00:26:47,680 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-30 00:26:47,684 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-30 00:26:47,684 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-30 00:26:47,684 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-30 00:26:47,684 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-30 00:26:47,684 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-30 00:26:47,684 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-30 00:26:47,684 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-30 00:26:48,751 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-30 00:26:48,751 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-30 00:26:49,069 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-30 00:26:49,070 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-30 11:42:52,963 - speechbrain.core - INFO - Beginning experiment! 2023-08-30 11:42:52,984 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-30 11:42:58,099 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-30 11:42:58,215 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-30 11:42:58,215 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-30 11:43:05,337 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-30 11:43:05,342 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-30 11:43:05,343 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-30 11:43:05,343 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-30 11:43:05,343 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-30 11:43:05,343 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-30 11:43:05,343 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-30 11:43:05,343 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-30 11:43:05,343 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-30 11:43:12,255 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-30 11:43:12,255 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-30 11:43:16,550 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-30 11:43:17,217 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-30 11:43:17,217 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-30 11:43:17,217 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-30 11:43:17,218 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-30 11:43:17,218 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-30 11:43:17,218 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-30 11:43:17,218 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-30 11:43:17,218 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-30 11:43:18,366 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-30 11:43:18,366 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-30 11:43:18,683 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-30 11:43:18,685 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-08-30 14:45:59,482 - speechbrain.core - INFO - Beginning experiment! 2023-08-30 14:45:59,483 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-08-30 14:46:00,110 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-08-30 14:46:00,191 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-08-30 14:46:00,191 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-08-30 14:46:02,921 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-30 14:46:02,926 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-08-30 14:46:02,926 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-08-30 14:46:02,930 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-08-30 14:46:02,931 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-08-30 14:46:02,931 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-30 14:46:02,931 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-08-30 14:46:02,931 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-08-30 14:46:02,931 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-08-30 14:46:06,294 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-08-30 14:46:06,294 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-08-30 14:46:10,420 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-08-30 14:46:10,604 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-08-30 14:46:10,604 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-08-30 14:46:10,604 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-08-30 14:46:10,604 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-08-30 14:46:10,604 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-08-30 14:46:10,604 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-08-30 14:46:10,605 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-08-30 14:46:10,605 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-08-30 14:46:11,912 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-08-30 14:46:11,913 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-08-30 14:46:12,235 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-08-30 14:46:12,237 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:02:43,758 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:02:48,982 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:02:54,273 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:02:58,994 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:02:58,994 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:03:06,681 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:03:06,706 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:03:06,706 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:03:06,706 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:03:06,706 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:03:06,706 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:03:06,706 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:03:06,706 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:03:06,707 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:03:12,600 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:03:12,601 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:03:12,733 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-09-04 17:03:52,794 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 428, in cached_file resolved_file = hf_hub_download( File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1291, in hf_hub_download raise LocalEntryNotFoundError( huggingface_hub.utils._errors.LocalEntryNotFoundError: Connection error, and we cannot find the requested files in the disk cache. Please try again or make sure your Internet connection is on. The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 383, in english_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-14-en", savedir="pretrained_models/asr-wav2vec2-commonvoice-14-en/").cuda() File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 426, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 117, in __init__ self.feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained( File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 365, in from_pretrained feature_extractor_dict, kwargs = cls.get_feature_extractor_dict(pretrained_model_name_or_path, **kwargs) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 488, in get_feature_extractor_dict resolved_feature_extractor_file = cached_file( File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 468, in cached_file raise EnvironmentError( OSError: We couldn't connect to 'https://huggingface.co' to load this file, couldn't find it in the cached files and it looks like facebook/wav2vec2-large-lv60 is not the path to a directory containing a file named preprocessor_config.json. Checkout your internet connection or see how to run the library in offline mode at 'https://huggingface.co/docs/transformers/installation#offline-mode'. 2023-09-04 17:05:29,216 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:05:29,236 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:05:34,713 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:05:34,792 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:05:34,792 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:06:13,989 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:06:14,003 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:06:14,003 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:06:14,004 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:06:14,004 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:06:14,105 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:06:14,105 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:06:14,105 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:06:14,105 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:06:25,194 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 380, in french_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-fr", savedir="pretrained_models/asr-wav2vec2-commonvoice-fr").cuda() File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/nn/modules/module.py", line 905, in cuda return self._apply(lambda t: t.cuda(device)) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/nn/modules/module.py", line 797, in _apply module._apply(fn) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/nn/modules/module.py", line 797, in _apply module._apply(fn) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/nn/modules/module.py", line 797, in _apply module._apply(fn) [Previous line repeated 5 more times] File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/nn/modules/module.py", line 820, in _apply param_applied = fn(param) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/nn/modules/module.py", line 905, in return self._apply(lambda t: t.cuda(device)) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/torch/cuda/__init__.py", line 247, in _lazy_init torch._C._cuda_init() RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx 2023-09-04 17:06:45,039 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:06:45,041 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:06:45,907 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:06:46,005 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:06:46,006 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:06:53,989 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:06:54,000 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:06:54,000 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:06:54,000 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:06:54,001 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:06:54,001 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:06:54,001 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:06:54,001 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:06:54,001 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:06:57,272 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:06:57,272 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:06:57,358 - urllib3.connectionpool - DEBUG - Starting new HTTPS connection (1): huggingface.co:443 2023-09-04 17:07:37,401 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 428, in cached_file resolved_file = hf_hub_download( File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/huggingface_hub/file_download.py", line 1291, in hf_hub_download raise LocalEntryNotFoundError( huggingface_hub.utils._errors.LocalEntryNotFoundError: Connection error, and we cannot find the requested files in the disk cache. Please try again or make sure your Internet connection is on. The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 383, in english_asr_model = EncoderASR.from_hparams(source="speechbrain/asr-wav2vec2-commonvoice-14-en", savedir="pretrained_models/asr-wav2vec2-commonvoice-14-en/").cuda() File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/pretrained/interfaces.py", line 426, in from_hparams hparams = load_hyperpyyaml(fin, overrides) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 188, in load_hyperpyyaml hparams = yaml.load(yaml_stream, Loader=loader) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/yaml/__init__.py", line 81, in load return loader.get_single_data() File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 113, in get_single_data return self.construct_document(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 117, in construct_document data = self.construct_object(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 185, in construct_non_recursive_object for _dummy in generator: File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 612, in construct_yaml_map value = self.construct_mapping(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 410, in construct_mapping return BaseConstructor.construct_mapping(self, node, deep=deep) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 241, in construct_mapping value = self.construct_object(value_node, deep=deep) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 144, in construct_object data = self.construct_non_recursive_object(node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/ruamel/yaml/constructor.py", line 180, in construct_non_recursive_object data = constructor(self, tag_suffix, node) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/hyperpyyaml/core.py", line 481, in _construct_object return callable_(*args, **kwargs) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/speechbrain/lobes/models/huggingface_wav2vec.py", line 117, in __init__ self.feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained( File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 365, in from_pretrained feature_extractor_dict, kwargs = cls.get_feature_extractor_dict(pretrained_model_name_or_path, **kwargs) File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/feature_extraction_utils.py", line 488, in get_feature_extractor_dict resolved_feature_extractor_file = cached_file( File "/gpfsdswork/projects/rech/nou/uzn19yk/new_sb/lib/python3.9/site-packages/transformers/utils/hub.py", line 468, in cached_file raise EnvironmentError( OSError: We couldn't connect to 'https://huggingface.co' to load this file, couldn't find it in the cached files and it looks like facebook/wav2vec2-large-lv60 is not the path to a directory containing a file named preprocessor_config.json. Checkout your internet connection or see how to run the library in offline mode at 'https://huggingface.co/docs/transformers/installation#offline-mode'. 2023-09-04 17:09:18,104 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:09:18,128 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:09:18,732 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:09:18,823 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:09:18,823 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:09:21,554 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:09:21,559 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:09:21,559 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:09:21,559 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:09:21,559 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:09:21,559 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:09:21,559 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:09:21,559 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:09:21,559 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:09:24,686 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:09:24,686 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:09:28,616 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:09:28,632 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:09:28,633 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:09:28,633 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:09:28,633 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:09:28,633 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:09:30,038 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:09:30,039 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:09:30,354 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:09:30,356 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:12:34,067 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:12:34,071 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:12:34,665 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:12:34,752 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:12:34,753 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:12:37,472 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:12:37,477 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:12:37,477 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:12:37,477 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:12:37,478 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:12:37,478 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:12:37,478 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:12:37,479 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:12:37,479 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:12:40,649 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:12:40,649 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:12:44,604 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:12:44,615 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:12:44,616 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:12:44,616 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:12:44,616 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:12:44,616 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:12:46,044 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:12:46,044 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:12:46,362 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:12:46,364 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:17:54,920 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:17:54,922 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:17:55,889 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:17:55,988 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:17:55,989 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:17:58,716 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:17:58,721 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:17:58,721 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:17:58,721 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:17:58,721 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:17:58,721 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:17:58,721 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:17:58,722 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:17:58,722 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:18:01,979 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:18:01,979 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:18:05,925 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:18:05,937 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:18:05,937 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:18:05,937 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:18:05,938 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:18:05,938 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:18:07,353 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:18:07,353 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:18:07,673 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:18:07,674 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:20:02,937 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:20:02,950 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:20:03,555 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:20:03,648 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:20:03,649 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:20:06,376 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:20:06,381 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:20:06,381 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:20:06,381 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:20:06,381 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:20:06,381 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:20:06,381 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:20:06,382 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:20:06,382 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:20:09,279 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:20:09,280 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:20:13,132 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:20:13,143 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:20:13,144 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:20:13,144 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:20:13,144 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:20:13,144 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:20:14,550 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:20:14,550 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:20:14,869 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:20:14,871 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:21:44,578 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:21:44,597 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:21:45,194 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:21:45,288 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:21:45,289 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:21:48,011 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:21:48,016 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:21:48,016 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:21:48,016 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:21:48,017 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:21:48,017 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:21:48,017 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:21:48,017 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:21:48,017 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:21:50,907 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:21:50,908 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:21:54,743 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:21:54,755 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:21:54,755 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:21:54,755 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:21:54,755 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:21:54,755 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:21:56,150 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:21:56,150 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:21:56,465 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:21:56,468 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:22:52,370 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:22:52,374 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:22:52,994 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:22:53,080 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:22:53,080 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:22:55,818 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:22:55,823 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:22:55,823 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:22:55,823 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:22:55,824 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:22:55,824 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:22:55,824 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:22:55,824 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:22:55,824 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:22:59,012 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:22:59,032 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:23:02,946 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:23:02,958 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:23:02,958 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:23:02,958 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:23:02,958 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:23:02,958 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:23:04,434 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:23:04,434 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:23:04,754 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:23:04,756 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:24:20,635 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:24:20,658 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:24:25,255 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:24:25,341 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:24:25,341 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:24:28,062 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:24:28,066 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:24:28,067 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:24:28,067 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:24:28,067 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:24:28,068 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:24:28,068 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:24:28,068 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:24:28,068 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:24:31,243 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:24:31,243 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:24:35,228 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:24:35,240 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:24:35,240 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:24:35,240 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:24:35,240 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:24:35,240 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:24:36,677 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:24:36,677 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:24:36,999 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:24:37,000 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:33:02,708 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:33:02,721 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:33:03,341 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:33:03,460 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:33:03,460 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:33:06,189 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:33:06,194 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:33:06,194 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:33:06,195 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:33:06,195 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:33:06,195 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:33:06,195 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:33:06,195 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:33:06,195 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:33:09,063 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:33:09,063 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:33:12,951 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:33:12,962 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:33:12,963 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:33:12,964 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:33:12,964 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:33:12,964 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:33:14,402 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:33:14,403 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:33:14,726 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:33:14,727 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:34:11,648 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:34:11,650 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:34:12,249 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:34:12,338 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:34:12,338 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:34:15,053 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:34:15,058 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:34:15,058 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:34:15,059 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:34:15,059 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:34:15,088 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:34:15,089 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:34:15,089 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:34:15,089 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:34:17,842 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:34:17,843 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:34:21,581 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:34:21,593 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:34:21,593 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:34:21,593 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:34:21,593 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:34:21,593 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:34:22,692 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:34:22,692 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:34:23,011 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:34:23,012 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:36:36,666 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:36:36,684 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:36:37,280 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:36:37,361 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:36:37,361 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:36:40,081 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:36:40,086 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:36:40,087 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:36:40,087 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:36:40,087 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:36:40,087 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:36:40,087 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:36:40,087 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:36:40,087 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:36:42,948 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:36:42,948 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:36:46,773 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:36:46,784 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:36:46,785 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:36:46,785 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:36:46,785 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:36:46,786 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:36:48,143 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:36:48,144 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:36:48,460 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:36:48,462 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 17:47:14,357 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 17:47:14,371 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 17:47:21,065 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 17:47:21,195 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 17:47:21,196 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 17:47:29,110 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:47:29,140 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 17:47:29,141 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 17:47:29,141 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 17:47:29,141 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 17:47:29,141 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:47:29,141 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 17:47:29,141 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 17:47:29,142 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 17:47:35,445 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 17:47:35,446 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 17:47:39,299 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 17:47:39,311 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 17:47:39,311 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 17:47:39,311 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 17:47:39,311 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 17:47:39,311 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 17:47:40,743 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 17:47:40,744 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 17:47:41,063 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 17:47:41,065 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 18:38:07,848 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 18:38:07,866 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 18:38:08,741 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 18:38:08,853 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 18:38:08,867 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 18:38:11,610 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 18:38:11,616 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 18:38:11,616 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 18:38:11,616 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 18:38:11,616 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 18:38:11,616 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 18:38:11,616 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 18:38:11,617 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 18:38:11,617 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 18:38:15,025 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 18:38:15,025 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 18:38:19,023 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 18:38:19,035 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 18:38:19,035 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 18:38:19,036 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 18:38:19,036 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 18:38:19,036 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 18:38:20,518 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 18:38:20,518 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 18:38:20,851 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 18:38:20,853 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 18:50:51,199 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 18:50:51,218 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 18:50:51,857 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 18:50:51,965 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 18:50:51,966 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 18:50:54,705 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 18:50:54,711 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 18:50:54,711 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 18:50:54,711 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 18:50:54,711 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 18:50:54,711 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 18:50:54,711 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 18:50:54,711 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 18:50:54,712 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 18:50:58,142 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 18:50:58,144 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 18:51:02,152 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 18:51:02,163 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 18:51:02,163 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 18:51:02,164 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 18:51:02,164 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 18:51:02,164 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 18:51:03,638 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 18:51:03,639 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 18:51:03,977 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 18:51:03,978 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-04 22:22:54,426 - speechbrain.core - INFO - Beginning experiment! 2023-09-04 22:22:54,437 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-04 22:22:58,582 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-04 22:22:58,691 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-04 22:22:58,691 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-04 22:23:01,430 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 22:23:01,435 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-04 22:23:01,435 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-04 22:23:01,436 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-04 22:23:01,436 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-04 22:23:01,436 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 22:23:01,436 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-04 22:23:01,436 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-04 22:23:01,436 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-04 22:23:04,503 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-04 22:23:04,503 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-04 22:23:08,447 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-04 22:23:08,458 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-04 22:23:08,459 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-04 22:23:08,459 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-04 22:23:08,459 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-04 22:23:08,459 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-04 22:23:09,904 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-04 22:23:09,905 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-04 22:23:10,240 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-04 22:23:10,242 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:07:21,203 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:07:26,343 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:07:26,993 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:07:31,437 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:07:31,437 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:07:38,831 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:07:38,836 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:07:38,836 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:07:38,836 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:07:38,836 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:07:38,836 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:07:38,836 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:07:38,837 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:07:38,837 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:07:42,041 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/hyperparams.yaml. 2023-09-05 14:07:42,041 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/custom.py. 2023-09-05 14:07:46,031 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:07:46,042 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-14-en. 2023-09-05 14:07:46,121 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/wav2vec2.ckpt. 2023-09-05 14:07:46,121 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/asr.ckpt. 2023-09-05 14:07:46,122 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-14-en/tokenizer.ckpt. 2023-09-05 14:07:46,122 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:07:47,664 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:07:47,665 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:07:47,997 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:07:47,999 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:21:22,421 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:21:22,433 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:21:23,055 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:21:23,161 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:21:23,161 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:21:25,880 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:21:25,885 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:21:25,885 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:21:25,885 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:21:25,886 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:21:25,886 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:21:25,886 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:21:25,886 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:21:25,886 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:21:29,997 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:21:29,997 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:21:35,057 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:21:35,240 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:21:35,241 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:21:35,241 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:21:35,241 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:21:35,241 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:21:35,241 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:21:35,241 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:21:35,241 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:21:36,723 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:21:36,723 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:21:37,048 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:21:37,049 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:22:44,161 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:22:44,163 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:22:44,751 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:22:44,867 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:22:44,867 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:22:47,594 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:22:47,599 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:22:47,599 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:22:47,599 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:22:47,599 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:22:47,600 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:22:47,600 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:22:47,600 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:22:47,600 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:22:51,912 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:22:51,912 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:22:56,209 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:22:56,394 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:22:56,394 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:22:56,394 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:22:56,394 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:22:56,394 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:22:56,394 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:22:56,395 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:22:56,395 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:22:59,482 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:22:59,482 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:22:59,816 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:22:59,818 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:24:08,711 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:24:08,712 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:24:09,308 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:24:09,401 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:24:09,402 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:24:12,133 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:24:12,138 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:24:12,138 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:24:12,138 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:24:12,138 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:24:12,139 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:24:12,139 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:24:12,139 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:24:12,139 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:24:16,732 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:24:16,732 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:24:22,212 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:24:22,395 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:24:22,395 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:24:22,395 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:24:22,396 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:24:22,396 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:24:22,396 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:24:22,396 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:24:22,397 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:24:25,051 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:24:25,052 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:24:25,378 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:24:25,379 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:25:29,217 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:25:29,218 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:25:29,847 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:25:29,942 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:25:29,943 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:25:32,672 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:25:32,677 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:25:32,678 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:25:32,678 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:25:32,678 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:25:32,678 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:25:32,678 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:25:32,679 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:25:32,679 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:25:36,552 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:25:36,552 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:25:41,786 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:25:41,970 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:25:41,970 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:25:41,970 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:25:41,970 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:25:41,970 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:25:41,970 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:25:41,970 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:25:41,971 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:25:43,384 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:25:43,384 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:25:43,708 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:25:43,710 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:28:00,503 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:28:00,504 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:28:01,078 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:28:01,166 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:28:01,166 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:28:03,799 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:28:03,804 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:28:03,804 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:28:03,804 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:28:03,804 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:28:03,804 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:28:03,804 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:28:03,805 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:28:03,805 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:28:08,390 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:28:08,390 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:28:14,393 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:28:14,575 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:28:14,575 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:28:14,576 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:28:14,576 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:28:14,576 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:28:14,576 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:28:14,576 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:28:14,577 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:28:16,023 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:28:16,023 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:28:16,347 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:28:16,349 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:29:40,418 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:29:40,419 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:29:41,020 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:29:41,117 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:29:41,117 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:29:43,850 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:29:43,855 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:29:43,856 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:29:43,856 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:29:43,856 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:29:43,856 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:29:43,856 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:29:43,856 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:29:43,857 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:29:48,705 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:29:48,705 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:29:55,373 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:29:55,557 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:29:55,557 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:29:55,557 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:29:55,557 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:29:55,557 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:29:55,558 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:29:55,558 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:29:55,558 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:29:57,594 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:29:57,595 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:29:57,928 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:29:57,930 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:30:25,381 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:30:25,382 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:30:25,976 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:30:26,074 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:30:26,074 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:30:28,805 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:30:28,810 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:30:28,810 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:30:28,810 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:30:28,811 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:30:28,811 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:30:28,811 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:30:28,811 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:30:28,811 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:30:35,754 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:30:35,754 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:30:42,716 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:30:42,901 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:30:42,901 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:30:42,901 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:30:42,902 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:30:42,902 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:30:42,902 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:30:42,902 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:30:42,902 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:30:44,963 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:30:44,963 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:30:45,285 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:30:45,287 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:38:34,072 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:38:34,074 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:38:37,022 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:38:37,151 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:38:37,151 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:38:47,441 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:38:47,459 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:38:47,459 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:38:47,460 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:38:47,460 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:38:47,460 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:38:47,460 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:38:47,460 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:38:47,460 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:39:00,428 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:39:00,428 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:39:09,045 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:39:09,416 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:39:09,417 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:39:09,417 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:39:09,417 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:39:09,417 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:39:09,417 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:39:09,418 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:39:09,418 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:39:12,984 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:39:12,984 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:39:13,323 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:39:13,324 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:40:45,074 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:40:45,075 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:40:45,861 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:40:45,960 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:40:45,961 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:40:48,719 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:40:48,724 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:40:48,724 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:40:48,725 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:40:48,725 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:40:48,725 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:40:48,725 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:40:48,725 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:40:48,725 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:40:59,115 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:40:59,115 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:41:07,258 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:41:07,443 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:41:07,444 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:41:07,444 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:41:07,444 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:41:07,444 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:41:07,444 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:41:07,444 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:41:07,444 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:41:12,191 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:41:12,191 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:41:12,527 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:41:12,529 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:43:05,416 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:43:05,421 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:43:06,228 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:43:06,323 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:43:06,324 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:43:09,073 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:43:09,078 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:43:09,078 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:43:09,078 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:43:09,078 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:43:09,078 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:43:09,079 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:43:09,079 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:43:09,079 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:43:17,784 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:43:17,785 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:43:26,006 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:43:26,191 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:43:26,191 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:43:26,192 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:43:26,192 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:43:26,192 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:43:26,192 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:43:26,192 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:43:26,192 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:43:28,756 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:43:28,757 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:43:29,091 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:43:29,093 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 14:45:08,930 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 14:45:08,931 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 14:45:09,656 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 14:45:09,762 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 14:45:09,762 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 14:45:12,524 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:45:12,529 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 14:45:12,530 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 14:45:12,530 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 14:45:12,530 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 14:45:12,530 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:45:12,530 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 14:45:12,530 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 14:45:12,530 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 14:45:22,806 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 14:45:22,806 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 14:45:31,359 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 14:45:31,544 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 14:45:31,544 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 14:45:31,544 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 14:45:31,545 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 14:45:31,545 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 14:45:31,545 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 14:45:31,545 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 14:45:31,545 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 14:45:33,586 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 14:45:33,586 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 14:45:33,933 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 14:45:33,935 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 15:25:18,831 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 15:25:18,847 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 15:25:21,809 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 15:25:21,946 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 15:25:21,947 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 15:25:32,241 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:25:32,270 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 15:25:32,270 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 15:25:32,270 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 15:25:32,270 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 15:25:32,270 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:25:32,271 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 15:25:32,272 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 15:25:32,272 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 15:25:41,139 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 15:25:41,139 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 15:25:50,525 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:25:50,925 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 15:25:50,925 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 15:25:50,925 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 15:25:50,925 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 15:25:50,926 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:25:50,926 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 15:25:50,926 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 15:25:50,926 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 15:25:53,020 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:25:53,021 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:25:53,360 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 15:25:53,361 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 15:26:42,700 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 15:26:42,703 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 15:26:43,401 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 15:26:43,481 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 15:26:43,481 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 15:26:46,160 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:26:46,165 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 15:26:46,165 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 15:26:46,165 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 15:26:46,165 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 15:26:46,166 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:26:46,166 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 15:26:46,166 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 15:26:46,166 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 15:26:51,992 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 15:26:51,992 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 15:26:58,464 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:26:58,649 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 15:26:58,649 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 15:26:58,650 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 15:26:58,650 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 15:26:58,650 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:26:58,650 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 15:26:58,650 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 15:26:58,650 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 15:27:00,400 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:27:00,401 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:27:00,741 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 15:27:00,742 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 15:44:49,032 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 15:44:49,057 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 15:44:52,695 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 15:44:52,825 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 15:44:52,825 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 15:45:00,213 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:45:00,223 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 15:45:00,223 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 15:45:00,223 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 15:45:00,224 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 15:45:00,224 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:45:00,224 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 15:45:00,224 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 15:45:00,224 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 15:45:07,698 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 15:45:07,700 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:45:07,700 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:45:08,053 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 15:45:08,054 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/ctc_lin.py", line 392, in english_asr_model.recover_if_possible() AttributeError: 'ASRCV' object has no attribute 'recover_if_possible' 2023-09-05 15:49:41,334 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 15:49:41,335 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 15:49:42,364 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 15:49:42,461 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 15:49:42,461 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 15:49:45,218 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:49:45,223 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 15:49:45,224 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 15:49:45,224 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 15:49:45,224 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 15:49:45,224 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:49:45,224 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 15:49:45,224 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 15:49:45,224 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 15:49:52,793 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 15:49:52,796 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:49:52,796 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:49:53,127 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 15:49:53,134 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+15-26-05+00 2023-09-05 15:49:57,566 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:49:57,566 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:49:57,874 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 15:49:57,919 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 15:50:02,391 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/ctc_lin.py", line 400, in asr_brain.eval() AttributeError: 'ASR' object has no attribute 'eval' 2023-09-05 15:51:39,981 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 15:51:39,993 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 15:51:40,807 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 15:51:40,904 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 15:51:40,905 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 15:51:43,655 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:51:43,660 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 15:51:43,661 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 15:51:43,661 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 15:51:43,661 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 15:51:43,661 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:51:43,661 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 15:51:43,661 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 15:51:43,661 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 15:51:51,461 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 15:51:51,463 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:51:51,463 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:51:51,803 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 15:51:51,805 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+15-26-05+00 2023-09-05 15:51:53,247 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:51:53,247 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:51:53,548 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 15:51:53,553 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 15:51:55,032 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 15:52:50,845 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 15:52:50,846 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 15:52:51,564 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 15:52:51,665 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 15:52:51,665 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 15:52:54,420 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:52:54,425 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 15:52:54,425 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 15:52:54,425 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 15:52:54,426 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 15:52:54,426 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:52:54,426 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 15:52:54,426 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 15:52:54,426 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 15:53:01,665 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 15:53:01,667 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:53:01,668 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:53:01,997 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 15:53:01,999 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+15-26-05+00 2023-09-05 15:53:03,485 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:53:03,485 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:53:03,789 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 15:53:03,794 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 15:53:05,564 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 15:54:25,095 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 15:54:25,096 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 15:54:25,803 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 15:54:25,902 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 15:54:25,903 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 15:54:28,653 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:54:28,659 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 15:54:28,659 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 15:54:28,659 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 15:54:28,659 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 15:54:28,659 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:54:28,659 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 15:54:28,659 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 15:54:28,659 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 15:54:36,518 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 15:54:36,520 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:54:36,520 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:54:36,850 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 15:54:36,853 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+15-26-05+00 2023-09-05 15:54:38,429 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:54:38,429 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:54:38,731 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 15:54:38,736 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 15:54:40,281 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 15:55:11,638 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 15:55:11,639 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 15:55:12,300 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 15:55:12,423 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 15:55:12,424 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 15:55:15,179 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 15:55:15,184 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 15:55:15,184 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 15:55:15,184 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 15:55:15,184 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 15:55:15,185 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 15:55:15,185 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 15:55:15,185 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 15:55:15,185 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 15:55:22,482 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 15:55:22,484 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:55:22,485 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:55:22,811 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 15:55:22,812 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+15-26-05+00 2023-09-05 15:55:24,314 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 15:55:24,314 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 15:55:24,621 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 15:55:24,625 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 15:55:26,295 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 16:01:17,897 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 16:01:17,899 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 16:01:19,122 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 16:01:19,234 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 16:01:19,235 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 16:01:21,964 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 16:01:21,969 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 16:01:21,969 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 16:01:21,970 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 16:01:21,970 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 16:01:21,970 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 16:01:21,970 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 16:01:21,970 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 16:01:21,971 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 16:01:25,039 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 16:01:25,039 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 16:01:28,996 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 16:01:29,179 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 16:01:29,179 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 16:01:29,180 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 16:01:29,180 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 16:01:29,180 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 16:01:29,180 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 16:01:29,180 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 16:01:29,180 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 16:01:30,316 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 16:01:30,316 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 16:01:30,638 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 16:01:30,639 - speechbrain.core - ERROR - Exception: Traceback (most recent call last): File "/gpfsssd/scratch/rech/nou/uzn19yk/switched_data/copy_of_wavlm_tun.py", line 393, in asr_brain.recover_if_possible() AttributeError: 'ASR' object has no attribute 'recover_if_possible' 2023-09-05 16:01:57,468 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 16:01:57,469 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 16:01:58,088 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 16:01:58,188 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 16:01:58,189 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 16:02:00,938 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 16:02:00,943 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 16:02:00,943 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 16:02:00,943 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 16:02:00,943 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 16:02:00,943 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 16:02:00,944 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 16:02:00,944 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 16:02:00,944 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 16:02:04,242 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 16:02:04,242 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 16:02:08,255 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 16:02:08,446 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 16:02:08,447 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 16:02:08,523 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 16:02:08,524 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 16:02:08,524 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 16:02:08,524 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 16:02:08,524 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 16:02:08,524 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 16:02:09,687 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 16:02:09,688 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 16:02:10,011 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 16:02:10,029 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 16:02:11,804 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 17:14:35,746 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 17:14:35,779 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 17:14:39,696 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 17:14:39,792 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 17:14:39,793 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 17:14:48,091 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 17:14:48,104 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 17:14:48,104 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 17:14:48,104 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 17:14:48,105 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 17:14:48,105 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 17:14:48,105 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 17:14:48,105 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 17:14:48,105 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 17:14:56,101 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/hyperparams.yaml. 2023-09-05 17:14:56,101 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/custom.py. 2023-09-05 17:15:01,214 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 17:15:01,555 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-en. 2023-09-05 17:15:01,556 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt. 2023-09-05 17:15:01,556 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt. 2023-09-05 17:15:01,556 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt. 2023-09-05 17:15:01,556 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 17:15:01,556 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/wav2vec2.ckpt 2023-09-05 17:15:01,556 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/asr.ckpt 2023-09-05 17:15:01,556 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-en/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-en/tokenizer.ckpt 2023-09-05 17:15:03,712 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 17:15:03,712 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 17:15:04,030 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 17:15:04,093 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 17:15:09,082 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 18:49:41,175 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 18:49:41,195 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 18:49:42,905 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 18:49:43,009 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 18:49:43,009 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 18:49:45,749 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 18:49:45,754 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 18:49:45,755 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 18:49:45,755 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 18:49:45,755 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 18:49:45,755 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 18:49:45,755 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 18:49:45,769 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 18:49:45,769 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 18:49:56,170 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 18:49:56,172 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 18:49:56,173 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 18:49:56,498 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 18:49:56,534 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+18-26-28+00 2023-09-05 18:50:01,703 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 18:50:01,703 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 18:50:02,013 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 18:50:02,018 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 18:50:07,569 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 18:58:05,380 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 18:58:05,413 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 18:58:06,164 - speechbrain.utils.superpowers - DEBUG - attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 exceptiongroup==1.1.3 filelock==3.12.3 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 2023-09-05 18:58:06,262 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 18:58:06,263 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 18:58:08,999 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 18:58:09,028 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 18:58:09,028 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 18:58:09,028 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 18:58:09,029 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 18:58:09,029 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 18:58:09,029 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 18:58:09,029 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 18:58:09,029 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 18:58:18,627 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 18:58:18,630 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 18:58:18,630 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 18:58:18,954 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 18:58:18,961 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+18-56-32+00 2023-09-05 18:58:21,394 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 18:58:21,394 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 18:58:21,705 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 18:58:21,710 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 18:58:26,189 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 19:39:36,485 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 19:39:36,497 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 19:39:38,530 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-05 19:39:38,666 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 19:39:38,666 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 19:39:48,390 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 19:39:48,395 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 19:39:48,395 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 19:39:48,395 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 19:39:48,395 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 19:39:48,395 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 19:39:48,396 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 19:39:48,396 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 19:39:48,396 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 19:39:59,825 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 19:39:59,828 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:39:59,828 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:40:00,161 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 19:40:00,168 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+19-26-36+00 2023-09-05 19:40:02,884 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:40:02,885 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:40:03,190 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 19:40:03,196 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 19:40:07,370 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 19:42:43,816 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 19:42:43,817 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 19:42:44,501 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-05 19:42:44,599 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 19:42:44,599 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 19:42:47,349 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 19:42:47,359 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 19:42:47,359 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 19:42:47,360 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 19:42:47,360 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 19:42:47,360 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 19:42:47,360 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 19:42:47,360 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 19:42:47,361 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 19:42:59,897 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 19:42:59,899 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:42:59,899 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:43:00,220 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 19:43:00,222 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+19-26-36+00 2023-09-05 19:43:01,649 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:43:01,649 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:43:01,950 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 19:43:01,954 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 19:43:03,466 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 19:43:44,043 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 19:43:44,044 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 19:43:44,689 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-05 19:43:44,791 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 19:43:44,791 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 19:43:47,534 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 19:43:47,630 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 19:43:47,630 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 19:43:47,630 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 19:43:47,630 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 19:43:47,631 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 19:43:47,631 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 19:43:47,631 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 19:43:47,631 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 19:43:59,724 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 19:43:59,726 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:43:59,727 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:44:00,064 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 19:44:00,066 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+19-26-36+00 2023-09-05 19:44:01,555 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:44:01,555 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:44:01,861 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 19:44:01,865 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 19:44:03,546 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 19:45:04,917 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 19:45:04,920 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 19:45:05,580 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-05 19:45:05,674 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 19:45:05,675 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 19:45:08,417 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 19:45:08,422 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 19:45:08,423 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 19:45:08,423 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 19:45:08,423 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 19:45:08,423 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 19:45:08,423 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 19:45:08,423 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 19:45:08,423 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 19:45:18,583 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 19:45:18,586 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:45:18,586 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:45:18,911 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 19:45:18,913 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+19-26-36+00 2023-09-05 19:45:20,430 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:45:20,430 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:45:20,736 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 19:45:20,741 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 19:45:22,470 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 19:46:33,402 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 19:46:33,405 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 19:46:34,102 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-05 19:46:34,207 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 19:46:34,208 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 19:46:36,954 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 19:46:36,960 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 19:46:36,960 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 19:46:36,960 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 19:46:36,960 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 19:46:36,960 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 19:46:36,960 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 19:46:36,961 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 19:46:36,981 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 19:46:46,209 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 19:46:46,212 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:46:46,212 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:46:46,550 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 19:46:46,552 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+19-26-36+00 2023-09-05 19:46:48,175 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:46:48,175 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:46:48,482 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 19:46:48,487 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 19:46:50,018 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 19:48:26,843 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 19:48:26,851 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 19:48:27,675 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-05 19:48:27,777 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 19:48:27,778 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 19:48:30,517 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 19:48:30,522 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 19:48:30,522 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 19:48:30,522 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 19:48:30,523 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 19:48:30,523 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 19:48:30,523 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 19:48:30,523 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 19:48:30,523 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 19:48:38,136 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 19:48:38,139 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:48:38,139 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:48:38,460 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 19:48:38,462 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+19-26-36+00 2023-09-05 19:48:39,936 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:48:39,937 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:48:40,237 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 19:48:40,241 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 19:48:41,866 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-05 19:50:22,876 - speechbrain.core - INFO - Beginning experiment! 2023-09-05 19:50:22,910 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-05 19:50:23,680 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-05 19:50:23,791 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-05 19:50:23,791 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-05 19:50:26,532 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-05 19:50:26,537 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-05 19:50:26,537 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-05 19:50:26,537 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-05 19:50:26,538 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-05 19:50:26,538 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-05 19:50:26,538 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-05 19:50:26,538 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-05 19:50:26,538 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-05 19:50:34,879 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-05 19:50:34,882 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:50:34,882 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:50:35,208 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-05 19:50:35,210 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-05+19-26-36+00 2023-09-05 19:50:36,714 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-05 19:50:36,714 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-05 19:50:37,020 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-05 19:50:37,024 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-05 19:50:38,749 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 10:08:39,855 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 10:08:42,651 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 10:08:49,083 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 10:08:51,203 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 10:08:51,203 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 10:08:53,939 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 10:08:53,944 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 10:08:53,944 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 10:08:53,944 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 10:08:53,944 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 10:08:53,944 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 10:08:53,944 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 10:08:53,944 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 10:08:53,948 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 10:09:03,469 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 10:09:03,471 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:09:03,471 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:09:03,794 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 10:09:03,805 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+09-34-39+00 2023-09-06 10:09:08,582 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:09:08,582 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:09:08,885 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 10:09:08,891 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 10:09:14,317 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 10:12:52,506 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 10:12:52,524 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 10:12:53,518 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 10:12:53,623 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 10:12:53,623 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 10:12:56,350 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 10:12:56,355 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 10:12:56,355 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 10:12:56,355 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 10:12:56,355 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 10:12:56,355 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 10:12:56,355 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 10:12:56,356 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 10:12:56,356 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 10:13:05,971 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 10:13:05,973 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:13:05,974 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:13:06,289 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 10:13:06,294 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+09-34-39+00 2023-09-06 10:13:10,919 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:13:10,919 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:13:11,223 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 10:13:11,227 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 10:13:16,185 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 10:13:33,102 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 10:13:33,104 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 10:13:33,724 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 10:13:33,822 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 10:13:33,823 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 10:13:36,552 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 10:13:36,557 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 10:13:36,557 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 10:13:36,558 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 10:13:36,558 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 10:13:36,558 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 10:13:36,558 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 10:13:36,558 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 10:13:36,558 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 10:13:45,876 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 10:13:45,878 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:13:45,878 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:13:46,193 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 10:13:46,196 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+09-34-39+00 2023-09-06 10:13:48,537 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:13:48,553 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:13:48,857 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 10:13:48,861 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 10:13:51,807 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 10:16:51,368 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 10:16:51,391 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 10:16:52,101 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 10:16:52,207 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 10:16:52,207 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 10:16:54,935 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 10:16:54,940 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 10:16:54,940 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 10:16:54,940 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 10:16:54,940 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 10:16:54,940 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 10:16:54,940 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 10:16:54,942 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 10:16:54,942 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 10:17:04,626 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 10:17:04,628 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:17:04,628 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:17:04,942 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 10:17:04,945 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+09-34-39+00 2023-09-06 10:17:08,110 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:17:08,111 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:17:08,413 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 10:17:08,418 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 10:17:12,187 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 10:35:35,645 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 10:35:35,664 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 10:35:36,328 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 10:35:36,411 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 10:35:36,411 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 10:35:39,049 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 10:35:39,055 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 10:35:39,055 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 10:35:39,055 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 10:35:39,055 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 10:35:39,055 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 10:35:39,055 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 10:35:39,055 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 10:35:39,055 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 10:35:48,979 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 10:35:48,981 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:35:48,981 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:35:49,297 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 10:35:49,300 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+09-34-39+00 2023-09-06 10:35:52,773 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:35:52,774 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:35:53,078 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 10:35:53,083 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 10:35:57,928 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 10:53:50,425 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 10:53:50,453 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 10:53:51,860 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lit==16.0.6 MarkupSafe==2.1.3 mpmath==1.3.0 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numpy==1.25.2 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 speechbrain==0.5.15 sympy==1.12 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 10:53:51,965 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 10:53:51,965 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 10:53:54,691 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 10:53:54,697 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 10:53:54,697 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 10:53:54,697 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 10:53:54,697 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 10:53:54,697 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 10:53:54,697 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 10:53:54,697 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 10:53:54,697 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 10:54:04,597 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 10:54:04,599 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:54:04,599 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:54:04,915 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 10:54:04,921 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+10-52-11+00 2023-09-06 10:54:07,233 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 10:54:07,234 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 10:54:07,537 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 10:54:07,542 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 10:54:12,590 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 18:11:01,398 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 18:11:01,422 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 18:11:06,547 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 18:11:06,656 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 18:11:06,657 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 18:11:13,759 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 18:11:13,764 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 18:11:13,764 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 18:11:13,764 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 18:11:13,764 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 18:11:13,765 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 18:11:13,765 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 18:11:13,765 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 18:11:13,765 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 18:11:21,158 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 18:11:21,160 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 18:11:21,160 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 18:11:21,485 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 18:11:21,496 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+17-53-06+00 2023-09-06 18:11:32,602 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 18:11:32,602 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 18:11:32,906 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 18:11:32,911 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 18:11:37,093 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 19:39:53,329 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 19:39:53,344 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 19:39:53,960 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 19:39:54,065 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 19:39:54,066 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 19:39:56,794 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 19:39:56,799 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 19:39:56,799 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 19:39:56,799 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 19:39:56,799 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 19:39:56,800 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 19:39:56,800 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 19:39:56,800 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 19:39:56,800 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 19:40:03,560 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 19:40:03,562 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 19:40:03,562 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 19:40:03,878 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 19:40:03,886 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+19-23-18+00 2023-09-06 19:40:08,084 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 19:40:08,084 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 19:40:08,388 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 19:40:08,393 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 19:40:12,738 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-06 19:45:53,524 - speechbrain.core - INFO - Beginning experiment! 2023-09-06 19:45:53,525 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-06 19:45:54,182 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-06 19:45:54,289 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-06 19:45:54,289 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-06 19:45:57,090 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-06 19:45:57,095 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-06 19:45:57,096 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-06 19:45:57,096 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-06 19:45:57,096 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-06 19:45:57,096 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-06 19:45:57,096 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-06 19:45:57,096 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-06 19:45:57,096 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-06 19:46:04,135 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-06 19:46:04,138 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 19:46:04,138 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 19:46:04,457 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-06 19:46:04,459 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+19-23-18+00 2023-09-06 19:46:08,042 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-06 19:46:08,042 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-06 19:46:08,348 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-06 19:46:08,352 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-06 19:46:11,827 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-07 15:00:23,164 - speechbrain.core - INFO - Beginning experiment! 2023-09-07 15:00:28,100 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-07 15:00:28,815 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-07 15:00:33,070 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-07 15:00:33,071 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-07 15:00:35,790 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-07 15:00:35,796 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-07 15:00:35,796 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-07 15:00:35,796 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-07 15:00:35,797 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-07 15:00:35,797 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-07 15:00:35,797 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-07 15:00:35,797 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-07 15:00:35,797 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-07 15:00:42,856 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-07 15:00:42,859 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-07 15:00:42,859 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-07 15:00:43,182 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-07 15:00:43,184 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-07 15:00:47,324 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-07 15:00:47,324 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-07 15:00:47,635 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-07 15:00:47,651 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-07 15:00:52,034 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-07 18:15:54,992 - speechbrain.core - INFO - Beginning experiment! 2023-09-07 18:15:55,005 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-07 18:15:58,456 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-07 18:15:58,597 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-07 18:15:58,597 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-07 18:16:05,894 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-07 18:16:05,925 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-07 18:16:05,925 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-07 18:16:05,926 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-07 18:16:05,926 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-07 18:16:05,926 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-07 18:16:05,926 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-07 18:16:05,926 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-07 18:16:05,926 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-07 18:16:16,207 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-07 18:16:16,210 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-07 18:16:16,210 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-07 18:16:16,525 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-07 18:16:16,531 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-07 18:16:20,870 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-07 18:16:20,870 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-07 18:16:21,168 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-07 18:16:21,174 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-07 18:16:26,040 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 11:19:55,027 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 11:20:00,033 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 11:20:05,467 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 11:20:10,062 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 11:20:10,063 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 11:20:12,795 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 11:20:12,800 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 11:20:12,800 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 11:20:12,800 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 11:20:12,801 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 11:20:12,801 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 11:20:12,801 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 11:20:12,802 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 11:20:12,802 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 11:20:19,683 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 11:20:19,686 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:20:19,686 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:20:19,996 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 11:20:20,001 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 11:20:24,037 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:20:24,037 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:20:24,337 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 11:20:24,360 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 11:20:28,467 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 11:23:15,226 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 11:23:15,246 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 11:23:16,362 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 11:23:16,458 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 11:23:16,458 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 11:23:19,186 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 11:23:19,191 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 11:23:19,191 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 11:23:19,191 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 11:23:19,192 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 11:23:19,192 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 11:23:19,192 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 11:23:19,192 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 11:23:19,192 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 11:23:26,344 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 11:23:26,346 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:23:26,346 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:23:26,658 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 11:23:26,659 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 11:23:28,928 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:23:28,928 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:23:29,226 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 11:23:29,231 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 11:23:31,304 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 11:31:34,897 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 11:31:34,898 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 11:31:35,585 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 11:31:35,693 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 11:31:35,694 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 11:31:38,428 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 11:31:38,433 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 11:31:38,433 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 11:31:38,433 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 11:31:38,433 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 11:31:38,434 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 11:31:38,434 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 11:31:38,434 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 11:31:38,434 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 11:31:45,336 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 11:31:45,339 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:31:45,339 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:31:45,652 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 11:31:45,654 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 11:31:49,269 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:31:49,269 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:31:49,571 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 11:31:49,576 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 11:31:53,679 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 11:33:35,042 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 11:33:35,044 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 11:33:35,790 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 11:33:35,886 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 11:33:35,887 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 11:33:38,620 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 11:33:38,625 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 11:33:38,626 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 11:33:38,626 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 11:33:38,626 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 11:33:38,626 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 11:33:38,626 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 11:33:38,626 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 11:33:38,626 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 11:33:45,669 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 11:33:45,671 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:33:45,671 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:33:45,982 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 11:33:45,984 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 11:33:47,574 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:33:47,575 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:33:47,874 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 11:33:47,879 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 11:33:49,441 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 11:36:09,698 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 11:36:09,707 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 11:36:10,796 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 11:36:10,923 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 11:36:10,923 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 11:36:13,654 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 11:36:13,659 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 11:36:13,659 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 11:36:13,659 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 11:36:13,660 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 11:36:13,660 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 11:36:13,660 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 11:36:13,660 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 11:36:13,660 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 11:36:20,446 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 11:36:20,449 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:36:20,449 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:36:20,763 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 11:36:20,765 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 11:36:22,156 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:36:22,157 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:36:22,459 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 11:36:22,464 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 11:36:24,007 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 11:38:35,520 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 11:38:35,522 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 11:38:36,249 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 11:38:36,359 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 11:38:36,359 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 11:38:39,087 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 11:38:39,092 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 11:38:39,092 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 11:38:39,093 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 11:38:39,093 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 11:38:39,093 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 11:38:39,093 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 11:38:39,093 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 11:38:39,094 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 11:38:45,884 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 11:38:45,886 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:38:45,886 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:38:46,200 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 11:38:46,202 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 11:38:47,609 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 11:38:47,609 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 11:38:47,912 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 11:38:47,917 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 11:38:49,455 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 12:02:14,768 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 12:02:14,784 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 12:02:15,562 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 12:02:15,668 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 12:02:15,668 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 12:02:18,406 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 12:02:18,411 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 12:02:18,411 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 12:02:18,411 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 12:02:18,411 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 12:02:18,411 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 12:02:18,411 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 12:02:18,411 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 12:02:18,411 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 12:02:25,627 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 12:02:25,630 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:02:25,630 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:02:25,971 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 12:02:25,973 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 12:02:30,263 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:02:30,263 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:02:30,573 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 12:02:30,578 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 12:02:34,990 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 12:15:23,939 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 12:15:23,949 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 12:15:24,669 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 12:15:24,783 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 12:15:24,783 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 12:15:27,556 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 12:15:27,562 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 12:15:27,562 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 12:15:27,562 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 12:15:27,562 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 12:15:27,562 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 12:15:27,562 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 12:15:27,562 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 12:15:27,563 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 12:15:34,972 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 12:15:34,975 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:15:34,975 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:15:35,296 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 12:15:35,298 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 12:15:39,211 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:15:39,211 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:15:39,515 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 12:15:39,519 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 12:15:43,573 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 12:21:22,009 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 12:21:22,010 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 12:21:22,716 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 12:21:22,828 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 12:21:22,829 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 12:21:25,573 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 12:21:25,577 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 12:21:25,578 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 12:21:25,578 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 12:21:25,578 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 12:21:25,579 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 12:21:25,579 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 12:21:25,579 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 12:21:25,579 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 12:21:32,823 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 12:21:32,825 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:21:32,825 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:21:33,150 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 12:21:33,152 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 12:21:35,518 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:21:35,518 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:21:35,823 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 12:21:35,827 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 12:21:38,518 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 12:25:34,704 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 12:25:34,722 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 12:25:35,526 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 12:25:35,637 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 12:25:35,637 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 12:25:38,388 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 12:25:38,393 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 12:25:38,393 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 12:25:38,394 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 12:25:38,394 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 12:25:38,394 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 12:25:38,394 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 12:25:38,394 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 12:25:38,394 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 12:25:45,826 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 12:25:45,829 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:25:45,829 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:25:46,147 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 12:25:46,149 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 12:25:49,766 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:25:49,767 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:25:50,072 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 12:25:50,077 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 12:25:53,580 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 12:28:37,610 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 12:28:37,612 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 12:28:38,261 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 12:28:38,351 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 12:28:38,351 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 12:28:41,007 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 12:28:41,013 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 12:28:41,013 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 12:28:41,013 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 12:28:41,013 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 12:28:41,013 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 12:28:41,013 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 12:28:41,014 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 12:28:41,014 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 12:28:47,550 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 12:28:47,552 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:28:47,553 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:28:47,866 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 12:28:47,868 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 12:28:49,635 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 12:28:49,635 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 12:28:49,940 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 12:28:49,944 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 12:28:51,738 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 14:03:25,747 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 14:03:25,762 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 14:03:26,415 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 14:03:26,519 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 14:03:26,519 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 14:03:29,255 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 14:03:29,259 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 14:03:29,260 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 14:03:29,260 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 14:03:29,260 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 14:03:29,260 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 14:03:29,260 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 14:03:29,260 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 14:03:29,260 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 14:03:36,412 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 14:03:36,415 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 14:03:36,415 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 14:03:36,725 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 14:03:36,727 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 14:03:40,948 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 14:03:40,948 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 14:03:41,246 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 14:03:41,251 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 14:03:45,395 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP. 2023-09-08 16:46:44,648 - speechbrain.core - INFO - Beginning experiment! 2023-09-08 16:46:44,685 - speechbrain.core - INFO - Experiment folder: /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/ 2023-09-08 16:46:45,351 - speechbrain.utils.superpowers - DEBUG - aiohttp==3.8.5 aiosignal==1.3.1 async-timeout==4.0.3 attrs==23.1.0 audioread==3.0.0 certifi==2023.7.22 cffi==1.15.1 charset-normalizer==3.2.0 click==8.1.7 cmake==3.27.2 datasets==2.14.4 decorator==5.1.1 dill==0.3.7 exceptiongroup==1.1.3 filelock==3.12.3 frozenlist==1.4.0 fsspec==2023.6.0 huggingface-hub==0.16.4 HyperPyYAML==1.2.1 hypothesis==6.82.7 idna==3.4 Jinja2==3.1.2 jiwer==3.0.3 joblib==1.3.2 kenlm @ https://github.com/kpu/kenlm/archive/master.zip#sha256=4d002dcde70b52d519cafff4dc0008696c40cff1c9184a531b40c7b45905be6b lazy_loader==0.3 librosa==0.10.1 lit==16.0.6 llvmlite==0.40.1 MarkupSafe==2.1.3 mpmath==1.3.0 msgpack==1.0.5 multidict==6.0.4 multiprocess==0.70.15 networkx==3.1 numba==0.57.1 numpy==1.24.4 nvidia-cublas-cu11==11.10.3.66 nvidia-cuda-cupti-cu11==11.7.101 nvidia-cuda-nvrtc-cu11==11.7.99 nvidia-cuda-runtime-cu11==11.7.99 nvidia-cudnn-cu11==8.5.0.96 nvidia-cufft-cu11==10.9.0.58 nvidia-curand-cu11==10.2.10.91 nvidia-cusolver-cu11==11.4.0.1 nvidia-cusparse-cu11==11.7.4.91 nvidia-nccl-cu11==2.14.3 nvidia-nvtx-cu11==11.7.91 packaging==23.1 pandas==2.0.3 platformdirs==3.10.0 pooch==1.7.0 pyarrow==13.0.0 pycparser==2.21 pyctcdecode==0.5.0 pygtrie==2.5.0 python-dateutil==2.8.2 pytz==2023.3 PyYAML==6.0.1 rapidfuzz==3.2.0 regex==2023.8.8 requests==2.31.0 ruamel.yaml==0.17.28 ruamel.yaml.clib==0.2.7 safetensors==0.3.3 scikit-learn==1.3.0 scipy==1.11.2 sentencepiece==0.1.99 six==1.16.0 sortedcontainers==2.4.0 soundfile==0.12.1 soxr==0.3.6 speechbrain==0.5.15 sympy==1.12 threadpoolctl==3.2.0 tokenizers==0.13.3 torch==2.0.1 torchaudio==2.0.2 tqdm==4.66.1 transformers==4.32.1 triton==2.0.0 typing_extensions==4.7.1 tzdata==2023.3 urllib3==2.0.4 xxhash==3.3.0 yarl==1.9.2 2023-09-08 16:46:45,486 - speechbrain.pretrained.fetching - INFO - Destination hyperparams.yaml: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/hyperparams.yaml. 2023-09-08 16:46:45,486 - speechbrain.pretrained.fetching - INFO - Destination custom.py: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/custom.py. 2023-09-08 16:46:52,753 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 is frozen. 2023-09-08 16:46:52,765 - speechbrain.utils.parameter_transfer - DEBUG - Collecting files (or symlinks) for pretraining in pretrained_models/asr-wav2vec2-commonvoice-fr. 2023-09-08 16:46:52,766 - speechbrain.pretrained.fetching - INFO - Destination wav2vec2.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt. 2023-09-08 16:46:52,766 - speechbrain.pretrained.fetching - INFO - Destination asr.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt. 2023-09-08 16:46:52,766 - speechbrain.pretrained.fetching - INFO - Destination tokenizer.ckpt: local file in /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt. 2023-09-08 16:46:52,766 - speechbrain.utils.parameter_transfer - INFO - Loading pretrained files for: wav2vec2, asr, tokenizer 2023-09-08 16:46:52,766 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/wav2vec2.ckpt 2023-09-08 16:46:52,766 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/asr.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/asr.ckpt 2023-09-08 16:46:52,766 - speechbrain.utils.parameter_transfer - INFO - Redirecting (loading from original path): pretrained_models/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt -> /gpfsssd/scratch/rech/nou/uzn19yk/switched_data/speechbrain/asr-wav2vec2-commonvoice-fr/tokenizer.ckpt 2023-09-08 16:47:00,328 - speechbrain.lobes.models.huggingface_wav2vec - WARNING - speechbrain.lobes.models.huggingface_wav2vec - wav2vec 2.0 feature extractor is frozen. 2023-09-08 16:47:00,331 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 16:47:00,332 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 16:47:00,655 - speechbrain.core - INFO - 314.4M trainable parameters in ASRCV 2023-09-08 16:47:00,660 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfswork/rech/nou/uzn19yk/final_forke/speechbrain-3/recipes/CommonVoice/ASR/CTC/results/wav2vec2_ctc_en/1234/save/CKPT+2023-09-06+22-56-31+00 2023-09-08 16:47:04,747 - speechbrain.core - INFO - Info: auto_mix_prec arg from hparam file is used 2023-09-08 16:47:04,748 - speechbrain.core - INFO - Info: ckpt_interval_minutes arg from hparam file is used 2023-09-08 16:47:05,056 - speechbrain.core - INFO - 314.4M trainable parameters in ASR 2023-09-08 16:47:05,062 - speechbrain.utils.checkpoints - INFO - Loading a checkpoint from /gpfsstore/rech/nou/uzn19yk/switched_code_tunisian/train/tunisian_asr/results/14epoch_tunisian/1234/save/CKPT+2023-08-03+01-38-38+00 2023-09-08 16:47:09,505 - speechbrain.utils.distributed - INFO - distributed_launch flag is disabled, this experiment will be executed without DDP.