Upload folder using huggingface_hub

wav2vec2/freeze/03_wav2vec2-large-lv60/all_results.json

@@ -0,0 +1,21 @@
+{
+    "epoch": 30.0,
+    "eval_loss": 1.482181429862976,
+    "eval_mse_0": 1.7486085891723633,
+    "eval_mse_1": 1.3062665462493896,
+    "eval_mse_2": 1.2411344051361084,
+    "eval_mse_3": 1.6327139139175415,
+    "eval_pcc_0": 0.6493329413268745,
+    "eval_pcc_1": 0.7488831242434161,
+    "eval_pcc_2": 0.742343656496046,
+    "eval_pcc_3": 0.6784587678645562,
+    "eval_runtime": 102.9313,
+    "eval_samples": 2500,
+    "eval_samples_per_second": 24.288,
+    "eval_steps_per_second": 3.041,
+    "train_loss": 6.898930214261348,
+    "train_runtime": 9363.2736,
+    "train_samples": 2500,
+    "train_samples_per_second": 8.01,
+    "train_steps_per_second": 1.003
+}

wav2vec2/freeze/03_wav2vec2-large-lv60/args.json

@@ -0,0 +1,11 @@
+{
+    "batch_size": 4,
+    "model_name": "facebook/wav2vec2-large-lv60",
+    "learning_rate": 1e-05,
+    "num_train_epochs": 30,
+    "save_dir": "./cnnfreeze/model_saved",
+    "freeze_feature_extractor": true,
+    "exp_name": "facebook/wav2vec2-large-lv60_lr1e-05_epochs30_batch4",
+    "save_dir_path": "./cnnfreeze/model_saved/facebook/wav2vec2-large-lv60_lr1e-05_epochs30_batch4",
+    "save_log_path": "./cnnfreeze/model_saved/logs/facebook/wav2vec2-large-lv60_lr1e-05_epochs30_batch4"
+}

wav2vec2/freeze/03_wav2vec2-large-lv60/eval_results.json

@@ -0,0 +1,16 @@
+{
+    "epoch": 30.0,
+    "eval_loss": 1.482181429862976,
+    "eval_mse_0": 1.7486085891723633,
+    "eval_mse_1": 1.3062665462493896,
+    "eval_mse_2": 1.2411344051361084,
+    "eval_mse_3": 1.6327139139175415,
+    "eval_pcc_0": 0.6493329413268745,
+    "eval_pcc_1": 0.7488831242434161,
+    "eval_pcc_2": 0.742343656496046,
+    "eval_pcc_3": 0.6784587678645562,
+    "eval_runtime": 102.9313,
+    "eval_samples": 2500,
+    "eval_samples_per_second": 24.288,
+    "eval_steps_per_second": 3.041
+}

wav2vec2/freeze/03_wav2vec2-large-lv60/finetuned_pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f56f94c77ccf16fea40a01f56f35ccd0639161181b667cebadb374bbbe57398
+size 1261942498

wav2vec2/freeze/03_wav2vec2-large-lv60/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:267faa5766a436e60b4e9ec777810456dac8ce051f740ab1c36e41a66c0aa0ca
+size 1261822608

wav2vec2/freeze/03_wav2vec2-large-lv60/model_weights.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7a2647909703622a90c841433f99d338a7efa0cf276223912a6b4dfccad55ab
+size 1261938154

wav2vec2/freeze/03_wav2vec2-large-lv60/preprocessor_config.json

@@ -0,0 +1,9 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

wav2vec2/freeze/03_wav2vec2-large-lv60/train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 30.0,
+    "train_loss": 6.898930214261348,
+    "train_runtime": 9363.2736,
+    "train_samples": 2500,
+    "train_samples_per_second": 8.01,
+    "train_steps_per_second": 1.003
+}

wav2vec2/freeze/03_wav2vec2-large-lv60/trainer_args.json

@@ -0,0 +1 @@
+{"output_dir": "./cnnfreeze/model_saved/facebook/wav2vec2-large-lv60_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": "./cnnfreeze/model_saved/logs/facebook/wav2vec2-large-lv60_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": "./cnnfreeze/model_saved/facebook/wav2vec2-large-lv60_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}

wav2vec2/freeze/03_wav2vec2-large-lv60/trainer_state.json

@@ -0,0 +1,618 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 30.0,
+  "eval_steps": 500,
+  "global_step": 9390,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "eval_loss": 37.545204162597656,
+      "eval_mse_0": 40.06781005859375,
+      "eval_mse_1": 41.161781311035156,
+      "eval_mse_2": 34.74748611450195,
+      "eval_mse_3": 34.20380783081055,
+      "eval_pcc_0": -0.10673599125686563,
+      "eval_pcc_1": -0.07230878713002573,
+      "eval_pcc_2": -0.1292205390869497,
+      "eval_pcc_3": -0.08846071633018004,
+      "eval_runtime": 102.9091,
+      "eval_samples_per_second": 24.293,
+      "eval_steps_per_second": 3.042,
+      "step": 313
+    },
+    {
+      "epoch": 1.6,
+      "learning_rate": 9.467518636847711e-06,
+      "loss": 42.3035,
+      "step": 500
+    },
+    {
+      "epoch": 2.0,
+      "eval_loss": 31.27134132385254,
+      "eval_mse_0": 33.18284606933594,
+      "eval_mse_1": 34.71722412109375,
+      "eval_mse_2": 28.811864852905273,
+      "eval_mse_3": 28.3735408782959,
+      "eval_pcc_0": -0.05542297214238571,
+      "eval_pcc_1": 0.025837173458447646,
+      "eval_pcc_2": -0.15991175573141567,
+      "eval_pcc_3": 0.013837336392027859,
+      "eval_runtime": 102.3725,
+      "eval_samples_per_second": 24.421,
+      "eval_steps_per_second": 3.057,
+      "step": 626
+    },
+    {
+      "epoch": 3.0,
+      "eval_loss": 25.681005477905273,
+      "eval_mse_0": 26.85655975341797,
+      "eval_mse_1": 29.089706420898438,
+      "eval_mse_2": 23.78376007080078,
+      "eval_mse_3": 22.994007110595703,
+      "eval_pcc_0": -0.08610025808250024,
+      "eval_pcc_1": -0.01135339009032624,
+      "eval_pcc_2": -0.1731401590566178,
+      "eval_pcc_3": 0.09780190822810174,
+      "eval_runtime": 102.3044,
+      "eval_samples_per_second": 24.437,
+      "eval_steps_per_second": 3.059,
+      "step": 939
+    },
+    {
+      "epoch": 3.19,
+      "learning_rate": 8.935037273695422e-06,
+      "loss": 29.7436,
+      "step": 1000
+    },
+    {
+      "epoch": 4.0,
+      "eval_loss": 20.4104061126709,
+      "eval_mse_0": 21.415334701538086,
+      "eval_mse_1": 23.234825134277344,
+      "eval_mse_2": 18.878599166870117,
+      "eval_mse_3": 18.1127986907959,
+      "eval_pcc_0": -0.1376690455692349,
+      "eval_pcc_1": 0.009953201125237753,
+      "eval_pcc_2": -0.14463975144303326,
+      "eval_pcc_3": 0.09201785692445764,
+      "eval_runtime": 102.5387,
+      "eval_samples_per_second": 24.381,
+      "eval_steps_per_second": 3.053,
+      "step": 1252
+    },
+    {
+      "epoch": 4.79,
+      "learning_rate": 8.402555910543132e-06,
+      "loss": 21.1595,
+      "step": 1500
+    },
+    {
+      "epoch": 5.0,
+      "eval_loss": 15.653284072875977,
+      "eval_mse_0": 16.406679153442383,
+      "eval_mse_1": 17.96167755126953,
+      "eval_mse_2": 14.524237632751465,
+      "eval_mse_3": 13.720561027526855,
+      "eval_pcc_0": -0.194621275824343,
+      "eval_pcc_1": 0.04532099581638967,
+      "eval_pcc_2": -0.10550929561903268,
+      "eval_pcc_3": 0.17937533942946002,
+      "eval_runtime": 102.3803,
+      "eval_samples_per_second": 24.419,
+      "eval_steps_per_second": 3.057,
+      "step": 1565
+    },
+    {
+      "epoch": 6.0,
+      "eval_loss": 11.554689407348633,
+      "eval_mse_0": 12.114720344543457,
+      "eval_mse_1": 13.387330055236816,
+      "eval_mse_2": 10.698405265808105,
+      "eval_mse_3": 10.018295288085938,
+      "eval_pcc_0": -0.2752802036191229,
+      "eval_pcc_1": 0.042506149074588405,
+      "eval_pcc_2": -0.09126735819953231,
+      "eval_pcc_3": 0.22792426521842313,
+      "eval_runtime": 102.8934,
+      "eval_samples_per_second": 24.297,
+      "eval_steps_per_second": 3.042,
+      "step": 1878
+    },
+    {
+      "epoch": 6.39,
+      "learning_rate": 7.870074547390843e-06,
+      "loss": 13.647,
+      "step": 2000
+    },
+    {
+      "epoch": 7.0,
+      "eval_loss": 8.179707527160645,
+      "eval_mse_0": 8.6190185546875,
+      "eval_mse_1": 9.419159889221191,
+      "eval_mse_2": 7.588639259338379,
+      "eval_mse_3": 7.0920281410217285,
+      "eval_pcc_0": -0.2740982986127974,
+      "eval_pcc_1": 0.03473619660414055,
+      "eval_pcc_2": -0.041706811850335465,
+      "eval_pcc_3": 0.26793955318706125,
+      "eval_runtime": 102.5199,
+      "eval_samples_per_second": 24.385,
+      "eval_steps_per_second": 3.053,
+      "step": 2191
+    },
+    {
+      "epoch": 7.99,
+      "learning_rate": 7.337593184238552e-06,
+      "loss": 8.1853,
+      "step": 2500
+    },
+    {
+      "epoch": 8.0,
+      "eval_loss": 5.5679216384887695,
+      "eval_mse_0": 5.851475715637207,
+      "eval_mse_1": 6.388844013214111,
+      "eval_mse_2": 5.151536464691162,
+      "eval_mse_3": 4.879820823669434,
+      "eval_pcc_0": -0.25864326018072936,
+      "eval_pcc_1": -0.06456067139840595,
+      "eval_pcc_2": 0.056728754793779555,
+      "eval_pcc_3": 0.2943706624627027,
+      "eval_runtime": 102.6353,
+      "eval_samples_per_second": 24.358,
+      "eval_steps_per_second": 3.05,
+      "step": 2504
+    },
+    {
+      "epoch": 9.0,
+      "eval_loss": 3.853584051132202,
+      "eval_mse_0": 4.12427282333374,
+      "eval_mse_1": 4.279998302459717,
+      "eval_mse_2": 3.4693527221679688,
+      "eval_mse_3": 3.5407183170318604,
+      "eval_pcc_0": 0.2557423471463941,
+      "eval_pcc_1": 0.3096548246663375,
+      "eval_pcc_2": 0.3061328774026804,
+      "eval_pcc_3": 0.2607546626673284,
+      "eval_runtime": 103.0055,
+      "eval_samples_per_second": 24.271,
+      "eval_steps_per_second": 3.039,
+      "step": 2817
+    },
+    {
+      "epoch": 9.58,
+      "learning_rate": 6.805111821086262e-06,
+      "loss": 4.4295,
+      "step": 3000
+    },
+    {
+      "epoch": 10.0,
+      "eval_loss": 2.864006280899048,
+      "eval_mse_0": 3.0961313247680664,
+      "eval_mse_1": 3.030296802520752,
+      "eval_mse_2": 2.5616707801818848,
+      "eval_mse_3": 2.7679340839385986,
+      "eval_pcc_0": 0.5417002887773237,
+      "eval_pcc_1": 0.6200719718718696,
+      "eval_pcc_2": 0.5956397892081606,
+      "eval_pcc_3": 0.5588667177013582,
+      "eval_runtime": 102.5875,
+      "eval_samples_per_second": 24.369,
+      "eval_steps_per_second": 3.051,
+      "step": 3130
+    },
+    {
+      "epoch": 11.0,
+      "eval_loss": 1.9704538583755493,
+      "eval_mse_0": 2.1953492164611816,
+      "eval_mse_1": 1.9383496046066284,
+      "eval_mse_2": 1.7144805192947388,
+      "eval_mse_3": 2.0336382389068604,
+      "eval_pcc_0": 0.5782474996847589,
+      "eval_pcc_1": 0.6464269809506402,
+      "eval_pcc_2": 0.626148977444232,
+      "eval_pcc_3": 0.5920424232915614,
+      "eval_runtime": 103.0591,
+      "eval_samples_per_second": 24.258,
+      "eval_steps_per_second": 3.037,
+      "step": 3443
+    },
+    {
+      "epoch": 11.18,
+      "learning_rate": 6.272630457933972e-06,
+      "loss": 2.1156,
+      "step": 3500
+    },
+    {
+      "epoch": 12.0,
+      "eval_loss": 1.5947672128677368,
+      "eval_mse_0": 1.7306642532348633,
+      "eval_mse_1": 1.4658716917037964,
+      "eval_mse_2": 1.4557372331619263,
+      "eval_mse_3": 1.726794958114624,
+      "eval_pcc_0": 0.5846496513906283,
+      "eval_pcc_1": 0.6082740464292726,
+      "eval_pcc_2": 0.5915542328540936,
+      "eval_pcc_3": 0.5904583137453947,
+      "eval_runtime": 102.9851,
+      "eval_samples_per_second": 24.275,
+      "eval_steps_per_second": 3.039,
+      "step": 3756
+    },
+    {
+      "epoch": 12.78,
+      "learning_rate": 5.7401490947816826e-06,
+      "loss": 1.1387,
+      "step": 4000
+    },
+    {
+      "epoch": 13.0,
+      "eval_loss": 2.0175843238830566,
+      "eval_mse_0": 2.3168461322784424,
+      "eval_mse_1": 1.7391265630722046,
+      "eval_mse_2": 1.7408076524734497,
+      "eval_mse_3": 2.273559093475342,
+      "eval_pcc_0": 0.5636276000787751,
+      "eval_pcc_1": 0.6373399628154346,
+      "eval_pcc_2": 0.6157278224789046,
+      "eval_pcc_3": 0.5803448710983304,
+      "eval_runtime": 103.0935,
+      "eval_samples_per_second": 24.25,
+      "eval_steps_per_second": 3.036,
+      "step": 4069
+    },
+    {
+      "epoch": 14.0,
+      "eval_loss": 1.6544164419174194,
+      "eval_mse_0": 1.9457941055297852,
+      "eval_mse_1": 1.3783100843429565,
+      "eval_mse_2": 1.4007045030593872,
+      "eval_mse_3": 1.8928509950637817,
+      "eval_pcc_0": 0.5985813026234035,
+      "eval_pcc_1": 0.68171525703024,
+      "eval_pcc_2": 0.6644528276019576,
+      "eval_pcc_3": 0.6208772367957633,
+      "eval_runtime": 102.9933,
+      "eval_samples_per_second": 24.273,
+      "eval_steps_per_second": 3.039,
+      "step": 4382
+    },
+    {
+      "epoch": 14.38,
+      "learning_rate": 5.207667731629393e-06,
+      "loss": 0.8809,
+      "step": 4500
+    },
+    {
+      "epoch": 15.0,
+      "eval_loss": 1.3752466440200806,
+      "eval_mse_0": 1.604678750038147,
+      "eval_mse_1": 1.158872127532959,
+      "eval_mse_2": 1.1872963905334473,
+      "eval_mse_3": 1.5501395463943481,
+      "eval_pcc_0": 0.6174578718097148,
+      "eval_pcc_1": 0.6867226220194884,
+      "eval_pcc_2": 0.6757298773737942,
+      "eval_pcc_3": 0.6401334115411444,
+      "eval_runtime": 103.137,
+      "eval_samples_per_second": 24.24,
+      "eval_steps_per_second": 3.035,
+      "step": 4695
+    },
+    {
+      "epoch": 15.97,
+      "learning_rate": 4.675186368477103e-06,
+      "loss": 0.7798,
+      "step": 5000
+    },
+    {
+      "epoch": 16.0,
+      "eval_loss": 1.3548470735549927,
+      "eval_mse_0": 1.6220455169677734,
+      "eval_mse_1": 1.1051931381225586,
+      "eval_mse_2": 1.1374605894088745,
+      "eval_mse_3": 1.5546883344650269,
+      "eval_pcc_0": 0.6339621040995838,
+      "eval_pcc_1": 0.7122169398189446,
+      "eval_pcc_2": 0.6995391076529517,
+      "eval_pcc_3": 0.6582960479004941,
+      "eval_runtime": 102.9024,
+      "eval_samples_per_second": 24.295,
+      "eval_steps_per_second": 3.042,
+      "step": 5008
+    },
+    {
+      "epoch": 17.0,
+      "eval_loss": 1.655151128768921,
+      "eval_mse_0": 1.9675058126449585,
+      "eval_mse_1": 1.394301414489746,
+      "eval_mse_2": 1.376121997833252,
+      "eval_mse_3": 1.8826757669448853,
+      "eval_pcc_0": 0.6354356771207798,
+      "eval_pcc_1": 0.7258817824632906,
+      "eval_pcc_2": 0.7147197104529637,
+      "eval_pcc_3": 0.6629989111952501,
+      "eval_runtime": 102.5916,
+      "eval_samples_per_second": 24.368,
+      "eval_steps_per_second": 3.051,
+      "step": 5321
+    },
+    {
+      "epoch": 17.57,
+      "learning_rate": 4.142705005324814e-06,
+      "loss": 0.7085,
+      "step": 5500
+    },
+    {
+      "epoch": 18.0,
+      "eval_loss": 1.2977300882339478,
+      "eval_mse_0": 1.5686590671539307,
+      "eval_mse_1": 1.0591470003128052,
+      "eval_mse_2": 1.0765613317489624,
+      "eval_mse_3": 1.486552119255066,
+      "eval_pcc_0": 0.6494743467608244,
+      "eval_pcc_1": 0.7359738156362491,
+      "eval_pcc_2": 0.7252204509093799,
+      "eval_pcc_3": 0.6762689479411474,
+      "eval_runtime": 103.2115,
+      "eval_samples_per_second": 24.222,
+      "eval_steps_per_second": 3.033,
+      "step": 5634
+    },
+    {
+      "epoch": 19.0,
+      "eval_loss": 1.172227144241333,
+      "eval_mse_0": 1.405767560005188,
+      "eval_mse_1": 0.9675408005714417,
+      "eval_mse_2": 0.9836635589599609,
+      "eval_mse_3": 1.3319356441497803,
+      "eval_pcc_0": 0.6618398321899144,
+      "eval_pcc_1": 0.7361219076599701,
+      "eval_pcc_2": 0.7303885325069016,
+      "eval_pcc_3": 0.6865785731716751,
+      "eval_runtime": 102.8526,
+      "eval_samples_per_second": 24.307,
+      "eval_steps_per_second": 3.043,
+      "step": 5947
+    },
+    {
+      "epoch": 19.17,
+      "learning_rate": 3.6102236421725247e-06,
+      "loss": 0.6661,
+      "step": 6000
+    },
+    {
+      "epoch": 20.0,
+      "eval_loss": 1.5160725116729736,
+      "eval_mse_0": 1.815733551979065,
+      "eval_mse_1": 1.289790391921997,
+      "eval_mse_2": 1.2514915466308594,
+      "eval_mse_3": 1.7072750329971313,
+      "eval_pcc_0": 0.6477530587664486,
+      "eval_pcc_1": 0.7420695495984785,
+      "eval_pcc_2": 0.7355988004911673,
+      "eval_pcc_3": 0.6737798478703199,
+      "eval_runtime": 102.952,
+      "eval_samples_per_second": 24.283,
+      "eval_steps_per_second": 3.04,
+      "step": 6260
+    },
+    {
+      "epoch": 20.77,
+      "learning_rate": 3.0777422790202343e-06,
+      "loss": 0.6089,
+      "step": 6500
+    },
+    {
+      "epoch": 21.0,
+      "eval_loss": 1.3508429527282715,
+      "eval_mse_0": 1.6102815866470337,
+      "eval_mse_1": 1.1478279829025269,
+      "eval_mse_2": 1.1270824670791626,
+      "eval_mse_3": 1.5181818008422852,
+      "eval_pcc_0": 0.6644174306320272,
+      "eval_pcc_1": 0.7466763025886919,
+      "eval_pcc_2": 0.7403235544912928,
+      "eval_pcc_3": 0.6889604444295842,
+      "eval_runtime": 102.7518,
+      "eval_samples_per_second": 24.33,
+      "eval_steps_per_second": 3.046,
+      "step": 6573
+    },
+    {
+      "epoch": 22.0,
+      "eval_loss": 1.3612381219863892,
+      "eval_mse_0": 1.6434417963027954,
+      "eval_mse_1": 1.1578823328018188,
+      "eval_mse_2": 1.124001383781433,
+      "eval_mse_3": 1.5196245908737183,
+      "eval_pcc_0": 0.6586564050544261,
+      "eval_pcc_1": 0.746298579767439,
+      "eval_pcc_2": 0.7414101147093064,
+      "eval_pcc_3": 0.6869214187961957,
+      "eval_runtime": 102.6677,
+      "eval_samples_per_second": 24.35,
+      "eval_steps_per_second": 3.049,
+      "step": 6886
+    },
+    {
+      "epoch": 22.36,
+      "learning_rate": 2.5452609158679447e-06,
+      "loss": 0.6008,
+      "step": 7000
+    },
+    {
+      "epoch": 23.0,
+      "eval_loss": 1.234299659729004,
+      "eval_mse_0": 1.4599006175994873,
+      "eval_mse_1": 1.0633193254470825,
+      "eval_mse_2": 1.0448778867721558,
+      "eval_mse_3": 1.3691015243530273,
+      "eval_pcc_0": 0.6685890912852607,
+      "eval_pcc_1": 0.7447377324472848,
+      "eval_pcc_2": 0.7400408277720899,
+      "eval_pcc_3": 0.6957518041394818,
+      "eval_runtime": 102.917,
+      "eval_samples_per_second": 24.291,
+      "eval_steps_per_second": 3.041,
+      "step": 7199
+    },
+    {
+      "epoch": 23.96,
+      "learning_rate": 2.012779552715655e-06,
+      "loss": 0.5675,
+      "step": 7500
+    },
+    {
+      "epoch": 24.0,
+      "eval_loss": 1.3297748565673828,
+      "eval_mse_0": 1.5684013366699219,
+      "eval_mse_1": 1.164407730102539,
+      "eval_mse_2": 1.1213089227676392,
+      "eval_mse_3": 1.4649831056594849,
+      "eval_pcc_0": 0.6637942441849757,
+      "eval_pcc_1": 0.7489242115025534,
+      "eval_pcc_2": 0.7442353098775863,
+      "eval_pcc_3": 0.69170203805831,
+      "eval_runtime": 102.7498,
+      "eval_samples_per_second": 24.331,
+      "eval_steps_per_second": 3.046,
+      "step": 7512
+    },
+    {
+      "epoch": 25.0,
+      "eval_loss": 1.7214596271514893,
+      "eval_mse_0": 2.0670008659362793,
+      "eval_mse_1": 1.4778356552124023,
+      "eval_mse_2": 1.4054399728775024,
+      "eval_mse_3": 1.9355617761611938,
+      "eval_pcc_0": 0.6356544394318876,
+      "eval_pcc_1": 0.7443672097226991,
+      "eval_pcc_2": 0.7370491133472348,
+      "eval_pcc_3": 0.6651753664616666,
+      "eval_runtime": 102.8186,
+      "eval_samples_per_second": 24.315,
+      "eval_steps_per_second": 3.044,
+      "step": 7825
+    },
+    {
+      "epoch": 25.56,
+      "learning_rate": 1.4802981895633654e-06,
+      "loss": 0.5551,
+      "step": 8000
+    },
+    {
+      "epoch": 26.0,
+      "eval_loss": 1.4107139110565186,
+      "eval_mse_0": 1.6788575649261475,
+      "eval_mse_1": 1.2166311740875244,
+      "eval_mse_2": 1.1733964681625366,
+      "eval_mse_3": 1.5739706754684448,
+      "eval_pcc_0": 0.655341979866824,
+      "eval_pcc_1": 0.7502612334078512,
+      "eval_pcc_2": 0.7429286463493554,
+      "eval_pcc_3": 0.6832859462547354,
+      "eval_runtime": 102.8925,
+      "eval_samples_per_second": 24.297,
+      "eval_steps_per_second": 3.042,
+      "step": 8138
+    },
+    {
+      "epoch": 27.0,
+      "eval_loss": 1.5298428535461426,
+      "eval_mse_0": 1.8430529832839966,
+      "eval_mse_1": 1.3045105934143066,
+      "eval_mse_2": 1.2522668838500977,
+      "eval_mse_3": 1.719542384147644,
+      "eval_pcc_0": 0.6406269933229477,
+      "eval_pcc_1": 0.744748510368656,
+      "eval_pcc_2": 0.7376604036973455,
+      "eval_pcc_3": 0.6699913900869511,
+      "eval_runtime": 102.8669,
+      "eval_samples_per_second": 24.303,
+      "eval_steps_per_second": 3.043,
+      "step": 8451
+    },
+    {
+      "epoch": 27.16,
+      "learning_rate": 9.478168264110757e-07,
+      "loss": 0.5438,
+      "step": 8500
+    },
+    {
+      "epoch": 28.0,
+      "eval_loss": 1.415805459022522,
+      "eval_mse_0": 1.6654704809188843,
+      "eval_mse_1": 1.2456921339035034,
+      "eval_mse_2": 1.1905378103256226,
+      "eval_mse_3": 1.561522364616394,
+      "eval_pcc_0": 0.652053602665689,
+      "eval_pcc_1": 0.7486849825388385,
+      "eval_pcc_2": 0.7416251038545311,
+      "eval_pcc_3": 0.6800336359492541,
+      "eval_runtime": 102.1783,
+      "eval_samples_per_second": 24.467,
+      "eval_steps_per_second": 3.063,
+      "step": 8764
+    },
+    {
+      "epoch": 28.75,
+      "learning_rate": 4.1533546325878595e-07,
+      "loss": 0.5254,
+      "step": 9000
+    },
+    {
+      "epoch": 29.0,
+      "eval_loss": 1.446521520614624,
+      "eval_mse_0": 1.7096920013427734,
+      "eval_mse_1": 1.2668346166610718,
+      "eval_mse_2": 1.2101762294769287,
+      "eval_mse_3": 1.5993834733963013,
+      "eval_pcc_0": 0.6498201035181216,
+      "eval_pcc_1": 0.7485791437105341,
+      "eval_pcc_2": 0.7420314594832914,
+      "eval_pcc_3": 0.6785812907620328,
+      "eval_runtime": 102.5799,
+      "eval_samples_per_second": 24.371,
+      "eval_steps_per_second": 3.051,
+      "step": 9077
+    },
+    {
+      "epoch": 30.0,
+      "eval_loss": 1.482181429862976,
+      "eval_mse_0": 1.7486085891723633,
+      "eval_mse_1": 1.3062665462493896,
+      "eval_mse_2": 1.2411344051361084,
+      "eval_mse_3": 1.6327139139175415,
+      "eval_pcc_0": 0.6493329413268745,
+      "eval_pcc_1": 0.7488831242434161,
+      "eval_pcc_2": 0.742343656496046,
+      "eval_pcc_3": 0.6784587678645562,
+      "eval_runtime": 102.6373,
+      "eval_samples_per_second": 24.358,
+      "eval_steps_per_second": 3.05,
+      "step": 9390
+    },
+    {
+      "epoch": 30.0,
+      "step": 9390,
+      "total_flos": 0.0,
+      "train_loss": 6.898930214261348,
+      "train_runtime": 9363.2736,
+      "train_samples_per_second": 8.01,
+      "train_steps_per_second": 1.003
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 9390,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 30,
+  "save_steps": 500,
+  "total_flos": 0.0,
+  "train_batch_size": 8,
+  "trial_name": null,
+  "trial_params": null
+}

wav2vec2/freeze/03_wav2vec2-large-lv60/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:195bf509433f56ba27e943067e05951d7a5eeb157efec058ddce012599570d5f
+size 4792