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- wav2vec2/ctc/02_wav2vec2-large-960h/all_results.json +21 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/args.json +11 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/eval_results.json +16 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/finetuned_pytorch_model.bin +3 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/model_weights.pt +3 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/preprocessor_config.json +9 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/train_results.json +8 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/trainer_args.json +1 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/trainer_state.json +618 -0
- wav2vec2/ctc/02_wav2vec2-large-960h/training_args.bin +3 -0
wav2vec2/ctc/02_wav2vec2-large-960h/all_results.json
ADDED
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{
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"epoch": 30.0,
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"eval_loss": 1.5510685443878174,
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"eval_mse_0": 1.8446544408798218,
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"eval_mse_1": 1.260361909866333,
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"eval_mse_2": 1.2676252126693726,
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"eval_mse_3": 1.8316353559494019,
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"eval_pcc_0": 0.7080336436644091,
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"eval_pcc_1": 0.7697912103338106,
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"eval_pcc_2": 0.7713498575218135,
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"eval_pcc_3": 0.7287464275548373,
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"eval_runtime": 116.1168,
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"eval_samples": 2500,
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| 14 |
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"eval_samples_per_second": 21.53,
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"eval_steps_per_second": 2.696,
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"train_loss": 0.5961323779738876,
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"train_runtime": 10284.9638,
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"train_samples": 2500,
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"train_samples_per_second": 7.292,
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"train_steps_per_second": 0.913
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| 21 |
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}
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wav2vec2/ctc/02_wav2vec2-large-960h/args.json
ADDED
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{
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"batch_size": 4,
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"model_name": "facebook/wav2vec2-large-960h",
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"learning_rate": 1e-05,
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| 5 |
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"num_train_epochs": 30,
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"save_dir": "./ctc/model_saved",
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| 7 |
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"freeze_feature_extractor": false,
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| 8 |
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"exp_name": "facebook/wav2vec2-large-960h_lr1e-05_epochs30_batch4",
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| 9 |
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"save_dir_path": "./ctc/model_saved/facebook/wav2vec2-large-960h_lr1e-05_epochs30_batch4",
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"save_log_path": "./ctc/model_saved/logs/facebook/wav2vec2-large-960h_lr1e-05_epochs30_batch4"
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| 11 |
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}
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wav2vec2/ctc/02_wav2vec2-large-960h/eval_results.json
ADDED
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{
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"epoch": 30.0,
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| 3 |
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"eval_loss": 1.5510685443878174,
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| 4 |
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"eval_mse_0": 1.8446544408798218,
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| 5 |
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"eval_mse_1": 1.260361909866333,
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| 6 |
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"eval_mse_2": 1.2676252126693726,
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"eval_mse_3": 1.8316353559494019,
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"eval_pcc_0": 0.7080336436644091,
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| 9 |
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"eval_pcc_1": 0.7697912103338106,
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"eval_pcc_2": 0.7713498575218135,
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"eval_pcc_3": 0.7287464275548373,
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"eval_runtime": 116.1168,
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| 13 |
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"eval_samples": 2500,
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| 14 |
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"eval_samples_per_second": 21.53,
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| 15 |
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"eval_steps_per_second": 2.696
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| 16 |
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}
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wav2vec2/ctc/02_wav2vec2-large-960h/finetuned_pytorch_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:05ee99daaaabc76bfebaafc25b11e4446e6598a35558ed7a0303d14c7e281b7f
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size 1262019956
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wav2vec2/ctc/02_wav2vec2-large-960h/model_weights.pt
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version https://git-lfs.github.com/spec/v1
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size 1262015782
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wav2vec2/ctc/02_wav2vec2-large-960h/preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": false,
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"sampling_rate": 16000
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}
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wav2vec2/ctc/02_wav2vec2-large-960h/train_results.json
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{
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"epoch": 30.0,
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"train_loss": 0.5961323779738876,
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"train_runtime": 10284.9638,
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"train_samples": 2500,
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"train_samples_per_second": 7.292,
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"train_steps_per_second": 0.913
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}
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wav2vec2/ctc/02_wav2vec2-large-960h/trainer_args.json
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{"output_dir": "./ctc/model_saved/facebook/wav2vec2-large-960h_lr1e-05_epochs30_batch4", "overwrite_output_dir": false, "do_train": false, "do_eval": true, "do_predict": false, "evaluation_strategy": "epoch", "prediction_loss_only": false, "per_device_train_batch_size": 4, "per_device_eval_batch_size": 4, "per_gpu_train_batch_size": null, "per_gpu_eval_batch_size": null, "gradient_accumulation_steps": 1, "eval_accumulation_steps": null, "eval_delay": 0, "learning_rate": 1e-05, "weight_decay": 0.0, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_epsilon": 1e-08, "max_grad_norm": 1.0, "num_train_epochs": 30, "max_steps": -1, "lr_scheduler_type": "linear", "lr_scheduler_kwargs": {}, "warmup_ratio": 0.0, "warmup_steps": 0, "log_level": "info", "log_level_replica": "warning", "log_on_each_node": true, "logging_dir": "./ctc/model_saved/logs/facebook/wav2vec2-large-960h_lr1e-05_epochs30_batch4", "logging_strategy": "steps", "logging_first_step": false, "logging_steps": 500, "logging_nan_inf_filter": true, "save_strategy": "epoch", "save_steps": 500, "save_total_limit": 3, "save_safetensors": true, "save_on_each_node": false, "save_only_model": false, "no_cuda": false, "use_cpu": false, "use_mps_device": false, "seed": 42, "data_seed": null, "jit_mode_eval": false, "use_ipex": false, "bf16": false, "fp16": false, "fp16_opt_level": "O1", "half_precision_backend": "auto", "bf16_full_eval": false, "fp16_full_eval": false, "tf32": null, "local_rank": 0, "ddp_backend": null, "tpu_num_cores": null, "tpu_metrics_debug": false, "debug": [], "dataloader_drop_last": false, "eval_steps": null, "dataloader_num_workers": 0, "past_index": -1, "run_name": "./ctc/model_saved/facebook/wav2vec2-large-960h_lr1e-05_epochs30_batch4", "disable_tqdm": false, "remove_unused_columns": true, "label_names": null, "load_best_model_at_end": false, "metric_for_best_model": null, "greater_is_better": null, "ignore_data_skip": false, "fsdp": [], "fsdp_min_num_params": 0, "fsdp_config": {"min_num_params": 0, "xla": false, "xla_fsdp_grad_ckpt": false}, "fsdp_transformer_layer_cls_to_wrap": null, "deepspeed": null, "label_smoothing_factor": 0.0, "optim": "adamw_torch", "optim_args": null, "adafactor": false, "group_by_length": false, "length_column_name": "length", "report_to": ["tensorboard"], "ddp_find_unused_parameters": null, "ddp_bucket_cap_mb": null, "ddp_broadcast_buffers": null, "dataloader_pin_memory": true, "dataloader_persistent_workers": false, "skip_memory_metrics": true, "use_legacy_prediction_loop": false, "push_to_hub": false, "resume_from_checkpoint": null, "hub_model_id": null, "hub_strategy": "every_save", "hub_token": "<HUB_TOKEN>", "hub_private_repo": false, "hub_always_push": false, "gradient_checkpointing": false, "gradient_checkpointing_kwargs": null, "include_inputs_for_metrics": false, "fp16_backend": "auto", "push_to_hub_model_id": null, "push_to_hub_organization": null, "push_to_hub_token": "<PUSH_TO_HUB_TOKEN>", "mp_parameters": "", "auto_find_batch_size": false, "full_determinism": false, "torchdynamo": null, "ray_scope": "last", "ddp_timeout": 1800, "torch_compile": false, "torch_compile_backend": null, "torch_compile_mode": null, "dispatch_batches": null, "split_batches": false, "include_tokens_per_second": false, "include_num_input_tokens_seen": false, "neftune_noise_alpha": null}
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wav2vec2/ctc/02_wav2vec2-large-960h/trainer_state.json
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| 600 |
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wav2vec2/ctc/02_wav2vec2-large-960h/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:f44bd5363e504e5d96606f289b5825613a2f46cdd05a01164864cf09c6cc5217
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| 3 |
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size 4792
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