| hydra: | |
| run: | |
| dir: _benchmark/tmpbb5xndub/commit=4b822560a1dfd5d63c985ecf9a3c0aae0a4feeee/${hydra.job.override_dirname} | |
| sweep: | |
| dir: _benchmark/tmpbb5xndub/commit=4b822560a1dfd5d63c985ecf9a3c0aae0a4feeee | |
| subdir: ${hydra.job.override_dirname} | |
| launcher: | |
| _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher | |
| sweeper: | |
| _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper | |
| max_batch_size: null | |
| params: null | |
| help: | |
| app_name: ${hydra.job.name} | |
| header: '${hydra.help.app_name} is powered by Hydra. | |
| ' | |
| footer: 'Powered by Hydra (https://hydra.cc) | |
| Use --hydra-help to view Hydra specific help | |
| ' | |
| template: '${hydra.help.header} | |
| == Configuration groups == | |
| Compose your configuration from those groups (group=option) | |
| $APP_CONFIG_GROUPS | |
| == Config == | |
| Override anything in the config (foo.bar=value) | |
| $CONFIG | |
| ${hydra.help.footer} | |
| ' | |
| hydra_help: | |
| template: 'Hydra (${hydra.runtime.version}) | |
| See https://hydra.cc for more info. | |
| == Flags == | |
| $FLAGS_HELP | |
| == Configuration groups == | |
| Compose your configuration from those groups (For example, append hydra/job_logging=disabled | |
| to command line) | |
| $HYDRA_CONFIG_GROUPS | |
| Use ''--cfg hydra'' to Show the Hydra config. | |
| ' | |
| hydra_help: ??? | |
| hydra_logging: | |
| version: 1 | |
| root: | |
| level: ERROR | |
| disable_existing_loggers: true | |
| job_logging: | |
| version: 1 | |
| root: | |
| level: ERROR | |
| disable_existing_loggers: true | |
| env: {} | |
| mode: MULTIRUN | |
| searchpath: [] | |
| callbacks: {} | |
| output_subdir: .hydra | |
| overrides: | |
| hydra: | |
| - hydra/job_logging=disabled | |
| - hydra/hydra_logging=disabled | |
| - hydra.sweep.dir=_benchmark/tmpbb5xndub/commit\=4b822560a1dfd5d63c985ecf9a3c0aae0a4feeee | |
| - hydra.run.dir=_benchmark/tmpbb5xndub/commit\=4b822560a1dfd5d63c985ecf9a3c0aae0a4feeee/${hydra.job.override_dirname} | |
| - hydra.mode=MULTIRUN | |
| task: | |
| - backend.model=google/gemma-2b | |
| - backend.cache_implementation=null,static | |
| - backend.torch_compile=false,true | |
| job: | |
| name: cli | |
| chdir: true | |
| override_dirname: backend.cache_implementation=null,static,backend.model=google/gemma-2b,backend.torch_compile=false,true | |
| id: ??? | |
| num: ??? | |
| config_name: generation | |
| env_set: | |
| OVERRIDE_BENCHMARKS: '1' | |
| LOG_LEVEL: WARN | |
| env_copy: [] | |
| config: | |
| override_dirname: | |
| kv_sep: '=' | |
| item_sep: ',' | |
| exclude_keys: [] | |
| runtime: | |
| version: 1.3.2 | |
| version_base: '1.3' | |
| cwd: /transformers | |
| config_sources: | |
| - path: hydra.conf | |
| schema: pkg | |
| provider: hydra | |
| - path: optimum_benchmark | |
| schema: pkg | |
| provider: main | |
| - path: /transformers/benchmark/config | |
| schema: file | |
| provider: command-line | |
| - path: '' | |
| schema: structured | |
| provider: schema | |
| output_dir: ??? | |
| choices: | |
| backend: pytorch | |
| launcher: process | |
| scenario: inference | |
| hydra/env: default | |
| hydra/callbacks: null | |
| hydra/job_logging: disabled | |
| hydra/hydra_logging: disabled | |
| hydra/hydra_help: default | |
| hydra/help: default | |
| hydra/sweeper: basic | |
| hydra/launcher: basic | |
| hydra/output: default | |
| verbose: false | |
| name: pytorch_generate | |
| backend: | |
| name: pytorch | |
| version: 2.3.0+cu121 | |
| _target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend | |
| task: null | |
| library: null | |
| model: google/gemma-2b | |
| processor: null | |
| device: cuda | |
| device_ids: '0' | |
| seed: 42 | |
| inter_op_num_threads: null | |
| intra_op_num_threads: null | |
| model_kwargs: {} | |
| processor_kwargs: {} | |
| hub_kwargs: {} | |
| no_weights: true | |
| device_map: null | |
| torch_dtype: float16 | |
| eval_mode: true | |
| to_bettertransformer: false | |
| low_cpu_mem_usage: null | |
| attn_implementation: null | |
| cache_implementation: static | |
| autocast_enabled: false | |
| autocast_dtype: null | |
| torch_compile: true | |
| torch_compile_target: forward | |
| torch_compile_config: | |
| backend: inductor | |
| mode: reduce-overhead | |
| fullgraph: true | |
| quantization_scheme: null | |
| quantization_config: {} | |
| deepspeed_inference: false | |
| deepspeed_inference_config: {} | |
| peft_type: null | |
| peft_config: {} | |
| scenario: | |
| name: inference | |
| _target_: optimum_benchmark.scenarios.inference.scenario.InferenceScenario | |
| iterations: 2 | |
| duration: 0 | |
| warmup_runs: 10 | |
| input_shapes: | |
| batch_size: 1 | |
| sequence_length: 7 | |
| new_tokens: null | |
| latency: true | |
| memory: true | |
| energy: false | |
| forward_kwargs: {} | |
| generate_kwargs: | |
| max_new_tokens: 128 | |
| min_new_tokens: 128 | |
| do_sample: false | |
| call_kwargs: {} | |
| launcher: | |
| name: process | |
| _target_: optimum_benchmark.launchers.process.launcher.ProcessLauncher | |
| device_isolation: true | |
| device_isolation_action: warn | |
| start_method: spawn | |
| environment: | |
| cpu: ' AMD EPYC 7R32' | |
| cpu_count: 16 | |
| cpu_ram_mb: 66697.29792 | |
| system: Linux | |
| machine: x86_64 | |
| platform: Linux-5.10.218-208.862.amzn2.x86_64-x86_64-with-glibc2.29 | |
| processor: x86_64 | |
| python_version: 3.8.10 | |
| gpu: | |
| - NVIDIA A10G | |
| gpu_count: 1 | |
| gpu_vram_mb: 24146608128 | |
| optimum_benchmark_version: 0.2.1 | |
| optimum_benchmark_commit: null | |
| transformers_version: 4.42.0.dev0 | |
| transformers_commit: 4b822560a1dfd5d63c985ecf9a3c0aae0a4feeee | |
| accelerate_version: 0.32.0.dev0 | |
| accelerate_commit: null | |
| diffusers_version: null | |
| diffusers_commit: null | |
| optimum_version: 1.21.0.dev0 | |
| optimum_commit: null | |
| timm_version: 0.9.16 | |
| timm_commit: null | |
| peft_version: 0.11.2.dev0 | |
| peft_commit: null | |