| { | |
| "os": "Linux-5.13.0-40-generic-x86_64-with-glibc2.34", | |
| "python": "3.9.7", | |
| "heartbeatAt": "2022-08-30T09:04:32.564832", | |
| "startedAt": "2022-08-30T09:04:31.465309", | |
| "docker": null, | |
| "cpu_count": 96, | |
| "cuda": null, | |
| "args": [ | |
| "--model_name_or_path=facebook/wav2vec2-xls-r-1b", | |
| "--hub_model_id=NbAiLab/wav2vec2-1b-nst", | |
| "--dataset_name=NbAiLab/NST", | |
| "--dataset_config=no-close", | |
| "--output_dir=./", | |
| "--overwrite_output_dir", | |
| "--num_train_epochs=40", | |
| "--per_device_train_batch_size=12", | |
| "--per_device_eval_batch_size=12", | |
| "--gradient_accumulation_steps=2", | |
| "--learning_rate=2e-5", | |
| "--warmup_steps=2000", | |
| "--length_column_name=input_length", | |
| "--evaluation_strategy=steps", | |
| "--text_column_name=text", | |
| "--save_steps=500", | |
| "--eval_steps=500", | |
| "--logging_steps=100", | |
| "--layerdrop=0.041", | |
| "--attention_dropout=0.094", | |
| "--activation_dropout=0.055", | |
| "--hidden_dropout=0.047", | |
| "--save_total_limit=3", | |
| "--freeze_feature_encoder", | |
| "--feat_proj_dropout=0.04", | |
| "--mask_time_prob=0.082", | |
| "--mask_time_length=10", | |
| "--mask_feature_prob=0.25", | |
| "--mask_feature_length=64", | |
| "--gradient_checkpointing", | |
| "--min_duration_in_seconds=0.5", | |
| "--max_duration_in_seconds=30.0", | |
| "--use_auth_token", | |
| "--seed=42", | |
| "--fp16", | |
| "--group_by_length", | |
| "--do_train", | |
| "--do_eval", | |
| "--push_to_hub", | |
| "--preprocessing_num_workers=32", | |
| "--ctc_zero_infinity" | |
| ], | |
| "state": "running", | |
| "program": "/mnt/lv_ai_1_dante/ml/models/wav2vec2-1b-nst/run_speech_recognition_ctc.py", | |
| "codePath": "run_speech_recognition_ctc.py", | |
| "git": { | |
| "remote": "https://huggingface.co/NbAiLab/wav2vec2-1b-nst", | |
| "commit": "aa7bcfb7473f662ac8f42c246a56419e5900d9c6" | |
| }, | |
| "email": "[email protected]", | |
| "root": "/mnt/lv_ai_1_dante/ml/models/wav2vec2-1b-nst", | |
| "host": "dante", | |
| "username": "rolvb", | |
| "executable": "/mnt/lv_ai_1_dante/ml/rolvb/venv/bin/python" | |
| } | |