Commit
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807d96e
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Parent(s):
33109af
upload model.pt
Browse files- avg_model.pt +3 -0
- config.yaml +77 -0
avg_model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c5659521b311ce284751b7a7e8897e9287b7b9131db00ad58f35807b49515f6a
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size 38708805
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config.yaml
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data_type: shard
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dataloader_args:
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batch_size: 128
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drop_last: true
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num_workers: 16
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pin_memory: false
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prefetch_factor: 8
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dataset_args:
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aug_prob: 0.6
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fbank_args:
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dither: 1.0
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frame_length: 25
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frame_shift: 10
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num_mel_bins: 80
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num_frms: 200
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shuffle: true
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shuffle_args:
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shuffle_size: 2500
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spec_aug: false
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spec_aug_args:
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max_f: 8
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max_t: 10
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num_f_mask: 1
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num_t_mask: 1
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prob: 0.6
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speed_perturb: true
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exp_dir: exp/ECAPA_TDNN_GLOB_c512-ASTP-emb192-fbank80-num_frms200-aug0.6-spTrue-saFalse-ArcMargin-SGD-epoch150
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gpus:
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- 0
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- 1
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log_batch_interval: 100
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loss: CrossEntropyLoss
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loss_args: {}
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margin_scheduler: MarginScheduler
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margin_update:
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epoch_iter: 4265
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final_margin: 0.2
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fix_start_epoch: 40
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increase_start_epoch: 20
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increase_type: exp
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initial_margin: 0.0
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update_margin: true
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model: ECAPA_TDNN_GLOB_c512
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model_args:
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embed_dim: 192
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feat_dim: 80
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pooling_func: ASTP
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model_init: null
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noise_data: data/musan/lmdb
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num_avg: 10
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num_epochs: 150
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optimizer: SGD
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optimizer_args:
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lr: 0.1
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momentum: 0.9
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nesterov: true
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weight_decay: 0.0001
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projection_args:
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easy_margin: false
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embed_dim: 192
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num_class: 17982
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project_type: arc_margin
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scale: 32.0
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reverb_data: data/rirs/lmdb
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save_epoch_interval: 5
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scheduler: ExponentialDecrease
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scheduler_args:
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epoch_iter: 4265
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final_lr: 5.0e-05
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initial_lr: 0.1
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num_epochs: 150
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scale_ratio: 4.0
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warm_from_zero: true
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warm_up_epoch: 6
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seed: 42
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train_data: data/vox2_dev/shard.list
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train_label: data/vox2_dev/utt2spk
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