Upload folder using huggingface_hub
Browse files- wavlm/freeze/12_wavlm-base-plus-sv/all_results.json +21 -0
- wavlm/freeze/12_wavlm-base-plus-sv/args.json +11 -0
- wavlm/freeze/12_wavlm-base-plus-sv/eval_results.json +16 -0
- wavlm/freeze/12_wavlm-base-plus-sv/finetuned_pytorch_model.bin +3 -0
- wavlm/freeze/12_wavlm-base-plus-sv/model.safetensors +3 -0
- wavlm/freeze/12_wavlm-base-plus-sv/model_weights.pt +3 -0
- wavlm/freeze/12_wavlm-base-plus-sv/preprocessor_config.json +9 -0
- wavlm/freeze/12_wavlm-base-plus-sv/train_results.json +8 -0
- wavlm/freeze/12_wavlm-base-plus-sv/trainer_args.json +1 -0
- wavlm/freeze/12_wavlm-base-plus-sv/trainer_state.json +618 -0
- wavlm/freeze/12_wavlm-base-plus-sv/training_args.bin +3 -0
wavlm/freeze/12_wavlm-base-plus-sv/all_results.json
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 1.1740162372589111,
|
| 4 |
+
"eval_mse_0": 1.3688081502914429,
|
| 5 |
+
"eval_mse_1": 1.0070103406906128,
|
| 6 |
+
"eval_mse_2": 1.0212109088897705,
|
| 7 |
+
"eval_mse_3": 1.2990338802337646,
|
| 8 |
+
"eval_pcc_0": 0.6560812498299969,
|
| 9 |
+
"eval_pcc_1": 0.7160077869040966,
|
| 10 |
+
"eval_pcc_2": 0.7135132597648037,
|
| 11 |
+
"eval_pcc_3": 0.6797580223264936,
|
| 12 |
+
"eval_runtime": 83.1265,
|
| 13 |
+
"eval_samples": 2500,
|
| 14 |
+
"eval_samples_per_second": 30.075,
|
| 15 |
+
"eval_steps_per_second": 3.765,
|
| 16 |
+
"train_loss": 7.384022903848634,
|
| 17 |
+
"train_runtime": 5939.2169,
|
| 18 |
+
"train_samples": 2500,
|
| 19 |
+
"train_samples_per_second": 12.628,
|
| 20 |
+
"train_steps_per_second": 1.581
|
| 21 |
+
}
|
wavlm/freeze/12_wavlm-base-plus-sv/args.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"batch_size": 4,
|
| 3 |
+
"model_name": "microsoft/wavlm-base-plus-sv",
|
| 4 |
+
"learning_rate": 1e-05,
|
| 5 |
+
"num_train_epochs": 30,
|
| 6 |
+
"save_dir": "/data2/haeyoung/0303/cnnfreeze/model_saved",
|
| 7 |
+
"freeze_feature_extractor": true,
|
| 8 |
+
"exp_name": "microsoft/wavlm-base-plus-sv_lr1e-05_epochs30_batch4",
|
| 9 |
+
"save_dir_path": "/data2/haeyoung/0303/cnnfreeze/model_saved/microsoft/wavlm-base-plus-sv_lr1e-05_epochs30_batch4",
|
| 10 |
+
"save_log_path": "/data2/haeyoung/0303/cnnfreeze/model_saved/logs/microsoft/wavlm-base-plus-sv_lr1e-05_epochs30_batch4"
|
| 11 |
+
}
|
wavlm/freeze/12_wavlm-base-plus-sv/eval_results.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 1.1740162372589111,
|
| 4 |
+
"eval_mse_0": 1.3688081502914429,
|
| 5 |
+
"eval_mse_1": 1.0070103406906128,
|
| 6 |
+
"eval_mse_2": 1.0212109088897705,
|
| 7 |
+
"eval_mse_3": 1.2990338802337646,
|
| 8 |
+
"eval_pcc_0": 0.6560812498299969,
|
| 9 |
+
"eval_pcc_1": 0.7160077869040966,
|
| 10 |
+
"eval_pcc_2": 0.7135132597648037,
|
| 11 |
+
"eval_pcc_3": 0.6797580223264936,
|
| 12 |
+
"eval_runtime": 83.1265,
|
| 13 |
+
"eval_samples": 2500,
|
| 14 |
+
"eval_samples_per_second": 30.075,
|
| 15 |
+
"eval_steps_per_second": 3.765
|
| 16 |
+
}
|
wavlm/freeze/12_wavlm-base-plus-sv/finetuned_pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf1e64579461b3314e7c1c0228735392898191460b7fe23c8938f9ca677c77c3
|
| 3 |
+
size 377640606
|
wavlm/freeze/12_wavlm-base-plus-sv/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c67639e138a7c52287bc15bd4097afd6932931649423cd675b52db3cfc685998
|
| 3 |
+
size 377569864
|
wavlm/freeze/12_wavlm-base-plus-sv/model_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a380978d08203962ec21f92a7bddc53b7d836445a54d5fd0e5cb2f2136a30f6
|
| 3 |
+
size 377637234
|
wavlm/freeze/12_wavlm-base-plus-sv/preprocessor_config.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": false,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0.0,
|
| 7 |
+
"return_attention_mask": true,
|
| 8 |
+
"sampling_rate": 16000
|
| 9 |
+
}
|
wavlm/freeze/12_wavlm-base-plus-sv/train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"train_loss": 7.384022903848634,
|
| 4 |
+
"train_runtime": 5939.2169,
|
| 5 |
+
"train_samples": 2500,
|
| 6 |
+
"train_samples_per_second": 12.628,
|
| 7 |
+
"train_steps_per_second": 1.581
|
| 8 |
+
}
|
wavlm/freeze/12_wavlm-base-plus-sv/trainer_args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"output_dir": "/data2/haeyoung/0303/cnnfreeze/model_saved/microsoft/wavlm-base-plus-sv_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": "/data2/haeyoung/0303/cnnfreeze/model_saved/logs/microsoft/wavlm-base-plus-sv_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": "/data2/haeyoung/0303/cnnfreeze/model_saved/microsoft/wavlm-base-plus-sv_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}
|
wavlm/freeze/12_wavlm-base-plus-sv/trainer_state.json
ADDED
|
@@ -0,0 +1,618 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 30.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 9390,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_loss": 36.83057403564453,
|
| 14 |
+
"eval_mse_0": 38.45880889892578,
|
| 15 |
+
"eval_mse_1": 39.48348617553711,
|
| 16 |
+
"eval_mse_2": 35.662559509277344,
|
| 17 |
+
"eval_mse_3": 33.71741485595703,
|
| 18 |
+
"eval_pcc_0": -0.06702869696616254,
|
| 19 |
+
"eval_pcc_1": -0.008074389745565014,
|
| 20 |
+
"eval_pcc_2": 0.05178653088011146,
|
| 21 |
+
"eval_pcc_3": 0.21252771195138528,
|
| 22 |
+
"eval_runtime": 80.854,
|
| 23 |
+
"eval_samples_per_second": 30.92,
|
| 24 |
+
"eval_steps_per_second": 3.871,
|
| 25 |
+
"step": 313
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 1.6,
|
| 29 |
+
"learning_rate": 9.467518636847711e-06,
|
| 30 |
+
"loss": 38.9132,
|
| 31 |
+
"step": 500
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 2.0,
|
| 35 |
+
"eval_loss": 32.012142181396484,
|
| 36 |
+
"eval_mse_0": 33.37447738647461,
|
| 37 |
+
"eval_mse_1": 34.287269592285156,
|
| 38 |
+
"eval_mse_2": 31.047588348388672,
|
| 39 |
+
"eval_mse_3": 29.339162826538086,
|
| 40 |
+
"eval_pcc_0": -0.07728650996405963,
|
| 41 |
+
"eval_pcc_1": 0.17771742850025035,
|
| 42 |
+
"eval_pcc_2": 0.046320512042933956,
|
| 43 |
+
"eval_pcc_3": 0.04232582132020917,
|
| 44 |
+
"eval_runtime": 80.7845,
|
| 45 |
+
"eval_samples_per_second": 30.947,
|
| 46 |
+
"eval_steps_per_second": 3.875,
|
| 47 |
+
"step": 626
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"epoch": 3.0,
|
| 51 |
+
"eval_loss": 27.215824127197266,
|
| 52 |
+
"eval_mse_0": 28.599340438842773,
|
| 53 |
+
"eval_mse_1": 29.088491439819336,
|
| 54 |
+
"eval_mse_2": 26.192413330078125,
|
| 55 |
+
"eval_mse_3": 24.982961654663086,
|
| 56 |
+
"eval_pcc_0": -0.09591319424269071,
|
| 57 |
+
"eval_pcc_1": -0.08389571678966776,
|
| 58 |
+
"eval_pcc_2": 0.09068848258787064,
|
| 59 |
+
"eval_pcc_3": 0.03694333294827105,
|
| 60 |
+
"eval_runtime": 81.9704,
|
| 61 |
+
"eval_samples_per_second": 30.499,
|
| 62 |
+
"eval_steps_per_second": 3.818,
|
| 63 |
+
"step": 939
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 3.19,
|
| 67 |
+
"learning_rate": 8.935037273695422e-06,
|
| 68 |
+
"loss": 29.5859,
|
| 69 |
+
"step": 1000
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 4.0,
|
| 73 |
+
"eval_loss": 22.559450149536133,
|
| 74 |
+
"eval_mse_0": 23.581626892089844,
|
| 75 |
+
"eval_mse_1": 24.181066513061523,
|
| 76 |
+
"eval_mse_2": 21.723817825317383,
|
| 77 |
+
"eval_mse_3": 20.751188278198242,
|
| 78 |
+
"eval_pcc_0": -0.08966964561735666,
|
| 79 |
+
"eval_pcc_1": 0.0870788831097853,
|
| 80 |
+
"eval_pcc_2": -0.008279774777095203,
|
| 81 |
+
"eval_pcc_3": 0.1276549213060614,
|
| 82 |
+
"eval_runtime": 81.1161,
|
| 83 |
+
"eval_samples_per_second": 30.82,
|
| 84 |
+
"eval_steps_per_second": 3.859,
|
| 85 |
+
"step": 1252
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"epoch": 4.79,
|
| 89 |
+
"learning_rate": 8.402555910543132e-06,
|
| 90 |
+
"loss": 22.1828,
|
| 91 |
+
"step": 1500
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 5.0,
|
| 95 |
+
"eval_loss": 18.200393676757812,
|
| 96 |
+
"eval_mse_0": 18.911914825439453,
|
| 97 |
+
"eval_mse_1": 19.53778839111328,
|
| 98 |
+
"eval_mse_2": 17.518871307373047,
|
| 99 |
+
"eval_mse_3": 16.8330020904541,
|
| 100 |
+
"eval_pcc_0": -0.018651608640473296,
|
| 101 |
+
"eval_pcc_1": 0.049475631494592894,
|
| 102 |
+
"eval_pcc_2": -0.13246488171261273,
|
| 103 |
+
"eval_pcc_3": 0.22203731771980662,
|
| 104 |
+
"eval_runtime": 77.6756,
|
| 105 |
+
"eval_samples_per_second": 32.185,
|
| 106 |
+
"eval_steps_per_second": 4.03,
|
| 107 |
+
"step": 1565
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 6.0,
|
| 111 |
+
"eval_loss": 14.290599822998047,
|
| 112 |
+
"eval_mse_0": 14.797584533691406,
|
| 113 |
+
"eval_mse_1": 15.39978313446045,
|
| 114 |
+
"eval_mse_2": 13.811655044555664,
|
| 115 |
+
"eval_mse_3": 13.153425216674805,
|
| 116 |
+
"eval_pcc_0": 0.0687502965363929,
|
| 117 |
+
"eval_pcc_1": -0.014872753548602275,
|
| 118 |
+
"eval_pcc_2": -0.15676340513767006,
|
| 119 |
+
"eval_pcc_3": 0.23111391692700048,
|
| 120 |
+
"eval_runtime": 81.8394,
|
| 121 |
+
"eval_samples_per_second": 30.548,
|
| 122 |
+
"eval_steps_per_second": 3.825,
|
| 123 |
+
"step": 1878
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 6.39,
|
| 127 |
+
"learning_rate": 7.870074547390843e-06,
|
| 128 |
+
"loss": 15.6576,
|
| 129 |
+
"step": 2000
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 7.0,
|
| 133 |
+
"eval_loss": 10.927927017211914,
|
| 134 |
+
"eval_mse_0": 11.278491020202637,
|
| 135 |
+
"eval_mse_1": 11.791156768798828,
|
| 136 |
+
"eval_mse_2": 10.585844993591309,
|
| 137 |
+
"eval_mse_3": 10.056200981140137,
|
| 138 |
+
"eval_pcc_0": 0.00345540764042263,
|
| 139 |
+
"eval_pcc_1": 0.033934129998714924,
|
| 140 |
+
"eval_pcc_2": -0.18807524682606303,
|
| 141 |
+
"eval_pcc_3": 0.29959985740179235,
|
| 142 |
+
"eval_runtime": 82.0662,
|
| 143 |
+
"eval_samples_per_second": 30.463,
|
| 144 |
+
"eval_steps_per_second": 3.814,
|
| 145 |
+
"step": 2191
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 7.99,
|
| 149 |
+
"learning_rate": 7.337593184238552e-06,
|
| 150 |
+
"loss": 10.4602,
|
| 151 |
+
"step": 2500
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 8.0,
|
| 155 |
+
"eval_loss": 8.106252670288086,
|
| 156 |
+
"eval_mse_0": 8.48546028137207,
|
| 157 |
+
"eval_mse_1": 8.690767288208008,
|
| 158 |
+
"eval_mse_2": 7.781067848205566,
|
| 159 |
+
"eval_mse_3": 7.467647075653076,
|
| 160 |
+
"eval_pcc_0": 0.023503374581297923,
|
| 161 |
+
"eval_pcc_1": -0.04299576845951894,
|
| 162 |
+
"eval_pcc_2": -0.0717242676997577,
|
| 163 |
+
"eval_pcc_3": 0.28245808925459415,
|
| 164 |
+
"eval_runtime": 82.1265,
|
| 165 |
+
"eval_samples_per_second": 30.441,
|
| 166 |
+
"eval_steps_per_second": 3.811,
|
| 167 |
+
"step": 2504
|
| 168 |
+
},
|
| 169 |
+
{
|
| 170 |
+
"epoch": 9.0,
|
| 171 |
+
"eval_loss": 5.90385103225708,
|
| 172 |
+
"eval_mse_0": 6.229147434234619,
|
| 173 |
+
"eval_mse_1": 6.294440746307373,
|
| 174 |
+
"eval_mse_2": 5.54989767074585,
|
| 175 |
+
"eval_mse_3": 5.541934013366699,
|
| 176 |
+
"eval_pcc_0": -0.041026637433236916,
|
| 177 |
+
"eval_pcc_1": -0.0489593594428679,
|
| 178 |
+
"eval_pcc_2": -0.017822814349062757,
|
| 179 |
+
"eval_pcc_3": 0.16563873013444974,
|
| 180 |
+
"eval_runtime": 78.5813,
|
| 181 |
+
"eval_samples_per_second": 31.814,
|
| 182 |
+
"eval_steps_per_second": 3.983,
|
| 183 |
+
"step": 2817
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 9.58,
|
| 187 |
+
"learning_rate": 6.805111821086262e-06,
|
| 188 |
+
"loss": 6.5299,
|
| 189 |
+
"step": 3000
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 10.0,
|
| 193 |
+
"eval_loss": 4.249421119689941,
|
| 194 |
+
"eval_mse_0": 4.450610160827637,
|
| 195 |
+
"eval_mse_1": 4.458566665649414,
|
| 196 |
+
"eval_mse_2": 3.981417179107666,
|
| 197 |
+
"eval_mse_3": 4.107065200805664,
|
| 198 |
+
"eval_pcc_0": -0.14724942354827467,
|
| 199 |
+
"eval_pcc_1": -0.08496600904424596,
|
| 200 |
+
"eval_pcc_2": -0.09104509511416851,
|
| 201 |
+
"eval_pcc_3": 0.20640334583066616,
|
| 202 |
+
"eval_runtime": 82.631,
|
| 203 |
+
"eval_samples_per_second": 30.255,
|
| 204 |
+
"eval_steps_per_second": 3.788,
|
| 205 |
+
"step": 3130
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 11.0,
|
| 209 |
+
"eval_loss": 3.1766860485076904,
|
| 210 |
+
"eval_mse_0": 3.4204230308532715,
|
| 211 |
+
"eval_mse_1": 3.2314651012420654,
|
| 212 |
+
"eval_mse_2": 2.906682014465332,
|
| 213 |
+
"eval_mse_3": 3.148172616958618,
|
| 214 |
+
"eval_pcc_0": 0.4635218008097305,
|
| 215 |
+
"eval_pcc_1": 0.5128150877414507,
|
| 216 |
+
"eval_pcc_2": 0.5041342118182143,
|
| 217 |
+
"eval_pcc_3": 0.4744027895471977,
|
| 218 |
+
"eval_runtime": 81.0951,
|
| 219 |
+
"eval_samples_per_second": 30.828,
|
| 220 |
+
"eval_steps_per_second": 3.86,
|
| 221 |
+
"step": 3443
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 11.18,
|
| 225 |
+
"learning_rate": 6.272630457933972e-06,
|
| 226 |
+
"loss": 4.0597,
|
| 227 |
+
"step": 3500
|
| 228 |
+
},
|
| 229 |
+
{
|
| 230 |
+
"epoch": 12.0,
|
| 231 |
+
"eval_loss": 3.56996488571167,
|
| 232 |
+
"eval_mse_0": 3.735518455505371,
|
| 233 |
+
"eval_mse_1": 3.5597176551818848,
|
| 234 |
+
"eval_mse_2": 3.298874616622925,
|
| 235 |
+
"eval_mse_3": 3.685746908187866,
|
| 236 |
+
"eval_pcc_0": 0.4187559733868241,
|
| 237 |
+
"eval_pcc_1": 0.4949332394732451,
|
| 238 |
+
"eval_pcc_2": 0.474725374302604,
|
| 239 |
+
"eval_pcc_3": 0.44158556557273454,
|
| 240 |
+
"eval_runtime": 81.8588,
|
| 241 |
+
"eval_samples_per_second": 30.54,
|
| 242 |
+
"eval_steps_per_second": 3.824,
|
| 243 |
+
"step": 3756
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 12.78,
|
| 247 |
+
"learning_rate": 5.7401490947816826e-06,
|
| 248 |
+
"loss": 2.3895,
|
| 249 |
+
"step": 4000
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 13.0,
|
| 253 |
+
"eval_loss": 1.8546136617660522,
|
| 254 |
+
"eval_mse_0": 1.997936725616455,
|
| 255 |
+
"eval_mse_1": 1.8066855669021606,
|
| 256 |
+
"eval_mse_2": 1.6978973150253296,
|
| 257 |
+
"eval_mse_3": 1.91593599319458,
|
| 258 |
+
"eval_pcc_0": 0.5072480596946929,
|
| 259 |
+
"eval_pcc_1": 0.546908654594233,
|
| 260 |
+
"eval_pcc_2": 0.538870852680411,
|
| 261 |
+
"eval_pcc_3": 0.5195989615082746,
|
| 262 |
+
"eval_runtime": 80.7315,
|
| 263 |
+
"eval_samples_per_second": 30.967,
|
| 264 |
+
"eval_steps_per_second": 3.877,
|
| 265 |
+
"step": 4069
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 14.0,
|
| 269 |
+
"eval_loss": 1.5747780799865723,
|
| 270 |
+
"eval_mse_0": 1.6953849792480469,
|
| 271 |
+
"eval_mse_1": 1.473883867263794,
|
| 272 |
+
"eval_mse_2": 1.4634374380111694,
|
| 273 |
+
"eval_mse_3": 1.6664029359817505,
|
| 274 |
+
"eval_pcc_0": 0.5624364933659061,
|
| 275 |
+
"eval_pcc_1": 0.5841451767459763,
|
| 276 |
+
"eval_pcc_2": 0.5750666753598516,
|
| 277 |
+
"eval_pcc_3": 0.5674922579603346,
|
| 278 |
+
"eval_runtime": 80.9782,
|
| 279 |
+
"eval_samples_per_second": 30.873,
|
| 280 |
+
"eval_steps_per_second": 3.865,
|
| 281 |
+
"step": 4382
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 14.38,
|
| 285 |
+
"learning_rate": 5.207667731629393e-06,
|
| 286 |
+
"loss": 1.4988,
|
| 287 |
+
"step": 4500
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 15.0,
|
| 291 |
+
"eval_loss": 1.6558159589767456,
|
| 292 |
+
"eval_mse_0": 1.855255126953125,
|
| 293 |
+
"eval_mse_1": 1.481767177581787,
|
| 294 |
+
"eval_mse_2": 1.4667435884475708,
|
| 295 |
+
"eval_mse_3": 1.819487452507019,
|
| 296 |
+
"eval_pcc_0": 0.5524372269676161,
|
| 297 |
+
"eval_pcc_1": 0.5995239129766572,
|
| 298 |
+
"eval_pcc_2": 0.5888242098589817,
|
| 299 |
+
"eval_pcc_3": 0.5671584492651839,
|
| 300 |
+
"eval_runtime": 80.6,
|
| 301 |
+
"eval_samples_per_second": 31.017,
|
| 302 |
+
"eval_steps_per_second": 3.883,
|
| 303 |
+
"step": 4695
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 15.97,
|
| 307 |
+
"learning_rate": 4.675186368477103e-06,
|
| 308 |
+
"loss": 1.0984,
|
| 309 |
+
"step": 5000
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 16.0,
|
| 313 |
+
"eval_loss": 1.5975831747055054,
|
| 314 |
+
"eval_mse_0": 1.8060929775238037,
|
| 315 |
+
"eval_mse_1": 1.4010581970214844,
|
| 316 |
+
"eval_mse_2": 1.404341220855713,
|
| 317 |
+
"eval_mse_3": 1.7788394689559937,
|
| 318 |
+
"eval_pcc_0": 0.551595413052993,
|
| 319 |
+
"eval_pcc_1": 0.6156215607565876,
|
| 320 |
+
"eval_pcc_2": 0.5995502839512262,
|
| 321 |
+
"eval_pcc_3": 0.5678512234587452,
|
| 322 |
+
"eval_runtime": 78.5033,
|
| 323 |
+
"eval_samples_per_second": 31.846,
|
| 324 |
+
"eval_steps_per_second": 3.987,
|
| 325 |
+
"step": 5008
|
| 326 |
+
},
|
| 327 |
+
{
|
| 328 |
+
"epoch": 17.0,
|
| 329 |
+
"eval_loss": 1.3873664140701294,
|
| 330 |
+
"eval_mse_0": 1.6233793497085571,
|
| 331 |
+
"eval_mse_1": 1.167742133140564,
|
| 332 |
+
"eval_mse_2": 1.1924269199371338,
|
| 333 |
+
"eval_mse_3": 1.565920114517212,
|
| 334 |
+
"eval_pcc_0": 0.5891193075397408,
|
| 335 |
+
"eval_pcc_1": 0.6611354319995391,
|
| 336 |
+
"eval_pcc_2": 0.6517484249973782,
|
| 337 |
+
"eval_pcc_3": 0.6123335770099215,
|
| 338 |
+
"eval_runtime": 79.7476,
|
| 339 |
+
"eval_samples_per_second": 31.349,
|
| 340 |
+
"eval_steps_per_second": 3.925,
|
| 341 |
+
"step": 5321
|
| 342 |
+
},
|
| 343 |
+
{
|
| 344 |
+
"epoch": 17.57,
|
| 345 |
+
"learning_rate": 4.142705005324814e-06,
|
| 346 |
+
"loss": 0.9289,
|
| 347 |
+
"step": 5500
|
| 348 |
+
},
|
| 349 |
+
{
|
| 350 |
+
"epoch": 18.0,
|
| 351 |
+
"eval_loss": 1.3493633270263672,
|
| 352 |
+
"eval_mse_0": 1.587416648864746,
|
| 353 |
+
"eval_mse_1": 1.1474395990371704,
|
| 354 |
+
"eval_mse_2": 1.1491215229034424,
|
| 355 |
+
"eval_mse_3": 1.5134752988815308,
|
| 356 |
+
"eval_pcc_0": 0.6152028462529667,
|
| 357 |
+
"eval_pcc_1": 0.6933449106545988,
|
| 358 |
+
"eval_pcc_2": 0.687201757093733,
|
| 359 |
+
"eval_pcc_3": 0.642890892108728,
|
| 360 |
+
"eval_runtime": 80.2012,
|
| 361 |
+
"eval_samples_per_second": 31.172,
|
| 362 |
+
"eval_steps_per_second": 3.903,
|
| 363 |
+
"step": 5634
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 19.0,
|
| 367 |
+
"eval_loss": 1.2224369049072266,
|
| 368 |
+
"eval_mse_0": 1.400105595588684,
|
| 369 |
+
"eval_mse_1": 1.0562384128570557,
|
| 370 |
+
"eval_mse_2": 1.093372106552124,
|
| 371 |
+
"eval_mse_3": 1.3400276899337769,
|
| 372 |
+
"eval_pcc_0": 0.6405488754280082,
|
| 373 |
+
"eval_pcc_1": 0.7111745215352764,
|
| 374 |
+
"eval_pcc_2": 0.7066836899176061,
|
| 375 |
+
"eval_pcc_3": 0.6658982428159063,
|
| 376 |
+
"eval_runtime": 81.0185,
|
| 377 |
+
"eval_samples_per_second": 30.857,
|
| 378 |
+
"eval_steps_per_second": 3.863,
|
| 379 |
+
"step": 5947
|
| 380 |
+
},
|
| 381 |
+
{
|
| 382 |
+
"epoch": 19.17,
|
| 383 |
+
"learning_rate": 3.6102236421725247e-06,
|
| 384 |
+
"loss": 0.8206,
|
| 385 |
+
"step": 6000
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 20.0,
|
| 389 |
+
"eval_loss": 1.434234619140625,
|
| 390 |
+
"eval_mse_0": 1.5213502645492554,
|
| 391 |
+
"eval_mse_1": 1.3493343591690063,
|
| 392 |
+
"eval_mse_2": 1.338809609413147,
|
| 393 |
+
"eval_mse_3": 1.5274450778961182,
|
| 394 |
+
"eval_pcc_0": 0.6547219661095588,
|
| 395 |
+
"eval_pcc_1": 0.7132266693015499,
|
| 396 |
+
"eval_pcc_2": 0.7049837165455677,
|
| 397 |
+
"eval_pcc_3": 0.6775806128244749,
|
| 398 |
+
"eval_runtime": 79.1173,
|
| 399 |
+
"eval_samples_per_second": 31.599,
|
| 400 |
+
"eval_steps_per_second": 3.956,
|
| 401 |
+
"step": 6260
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 20.77,
|
| 405 |
+
"learning_rate": 3.0777422790202343e-06,
|
| 406 |
+
"loss": 0.7799,
|
| 407 |
+
"step": 6500
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 21.0,
|
| 411 |
+
"eval_loss": 1.1716148853302002,
|
| 412 |
+
"eval_mse_0": 1.3580679893493652,
|
| 413 |
+
"eval_mse_1": 1.0195363759994507,
|
| 414 |
+
"eval_mse_2": 1.0245362520217896,
|
| 415 |
+
"eval_mse_3": 1.2843180894851685,
|
| 416 |
+
"eval_pcc_0": 0.6558386726318954,
|
| 417 |
+
"eval_pcc_1": 0.7182103171434795,
|
| 418 |
+
"eval_pcc_2": 0.7144576506033714,
|
| 419 |
+
"eval_pcc_3": 0.6823859204768422,
|
| 420 |
+
"eval_runtime": 80.7012,
|
| 421 |
+
"eval_samples_per_second": 30.978,
|
| 422 |
+
"eval_steps_per_second": 3.879,
|
| 423 |
+
"step": 6573
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 22.0,
|
| 427 |
+
"eval_loss": 1.192342758178711,
|
| 428 |
+
"eval_mse_0": 1.3798030614852905,
|
| 429 |
+
"eval_mse_1": 1.0357252359390259,
|
| 430 |
+
"eval_mse_2": 1.0447930097579956,
|
| 431 |
+
"eval_mse_3": 1.3090479373931885,
|
| 432 |
+
"eval_pcc_0": 0.6490242025660722,
|
| 433 |
+
"eval_pcc_1": 0.7127759184702214,
|
| 434 |
+
"eval_pcc_2": 0.7092478546976433,
|
| 435 |
+
"eval_pcc_3": 0.6753455459851372,
|
| 436 |
+
"eval_runtime": 80.1512,
|
| 437 |
+
"eval_samples_per_second": 31.191,
|
| 438 |
+
"eval_steps_per_second": 3.905,
|
| 439 |
+
"step": 6886
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"epoch": 22.36,
|
| 443 |
+
"learning_rate": 2.5452609158679447e-06,
|
| 444 |
+
"loss": 0.7181,
|
| 445 |
+
"step": 7000
|
| 446 |
+
},
|
| 447 |
+
{
|
| 448 |
+
"epoch": 23.0,
|
| 449 |
+
"eval_loss": 1.2464178800582886,
|
| 450 |
+
"eval_mse_0": 1.3947408199310303,
|
| 451 |
+
"eval_mse_1": 1.109600305557251,
|
| 452 |
+
"eval_mse_2": 1.119780421257019,
|
| 453 |
+
"eval_mse_3": 1.3615498542785645,
|
| 454 |
+
"eval_pcc_0": 0.6599484424983101,
|
| 455 |
+
"eval_pcc_1": 0.7170160378439269,
|
| 456 |
+
"eval_pcc_2": 0.7117599110633662,
|
| 457 |
+
"eval_pcc_3": 0.6837223537801939,
|
| 458 |
+
"eval_runtime": 77.8186,
|
| 459 |
+
"eval_samples_per_second": 32.126,
|
| 460 |
+
"eval_steps_per_second": 4.022,
|
| 461 |
+
"step": 7199
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 23.96,
|
| 465 |
+
"learning_rate": 2.012779552715655e-06,
|
| 466 |
+
"loss": 0.6765,
|
| 467 |
+
"step": 7500
|
| 468 |
+
},
|
| 469 |
+
{
|
| 470 |
+
"epoch": 24.0,
|
| 471 |
+
"eval_loss": 1.1566803455352783,
|
| 472 |
+
"eval_mse_0": 1.380865454673767,
|
| 473 |
+
"eval_mse_1": 0.9635132551193237,
|
| 474 |
+
"eval_mse_2": 0.983572781085968,
|
| 475 |
+
"eval_mse_3": 1.298766851425171,
|
| 476 |
+
"eval_pcc_0": 0.6556892994844544,
|
| 477 |
+
"eval_pcc_1": 0.7255190953390247,
|
| 478 |
+
"eval_pcc_2": 0.722086211241115,
|
| 479 |
+
"eval_pcc_3": 0.6828706145943797,
|
| 480 |
+
"eval_runtime": 83.177,
|
| 481 |
+
"eval_samples_per_second": 30.056,
|
| 482 |
+
"eval_steps_per_second": 3.763,
|
| 483 |
+
"step": 7512
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 25.0,
|
| 487 |
+
"eval_loss": 1.167020559310913,
|
| 488 |
+
"eval_mse_0": 1.37031888961792,
|
| 489 |
+
"eval_mse_1": 0.9889902472496033,
|
| 490 |
+
"eval_mse_2": 1.0107866525650024,
|
| 491 |
+
"eval_mse_3": 1.2979861497879028,
|
| 492 |
+
"eval_pcc_0": 0.6569083537227288,
|
| 493 |
+
"eval_pcc_1": 0.7238089239718757,
|
| 494 |
+
"eval_pcc_2": 0.7194249438001531,
|
| 495 |
+
"eval_pcc_3": 0.6821291989458821,
|
| 496 |
+
"eval_runtime": 81.713,
|
| 497 |
+
"eval_samples_per_second": 30.595,
|
| 498 |
+
"eval_steps_per_second": 3.83,
|
| 499 |
+
"step": 7825
|
| 500 |
+
},
|
| 501 |
+
{
|
| 502 |
+
"epoch": 25.56,
|
| 503 |
+
"learning_rate": 1.4802981895633654e-06,
|
| 504 |
+
"loss": 0.6586,
|
| 505 |
+
"step": 8000
|
| 506 |
+
},
|
| 507 |
+
{
|
| 508 |
+
"epoch": 26.0,
|
| 509 |
+
"eval_loss": 1.17070472240448,
|
| 510 |
+
"eval_mse_0": 1.340633749961853,
|
| 511 |
+
"eval_mse_1": 1.0187026262283325,
|
| 512 |
+
"eval_mse_2": 1.040982961654663,
|
| 513 |
+
"eval_mse_3": 1.282501220703125,
|
| 514 |
+
"eval_pcc_0": 0.6605646732341347,
|
| 515 |
+
"eval_pcc_1": 0.7165134061488985,
|
| 516 |
+
"eval_pcc_2": 0.7119705546341363,
|
| 517 |
+
"eval_pcc_3": 0.6833394690058942,
|
| 518 |
+
"eval_runtime": 77.251,
|
| 519 |
+
"eval_samples_per_second": 32.362,
|
| 520 |
+
"eval_steps_per_second": 4.052,
|
| 521 |
+
"step": 8138
|
| 522 |
+
},
|
| 523 |
+
{
|
| 524 |
+
"epoch": 27.0,
|
| 525 |
+
"eval_loss": 1.1653218269348145,
|
| 526 |
+
"eval_mse_0": 1.3760614395141602,
|
| 527 |
+
"eval_mse_1": 0.9835821986198425,
|
| 528 |
+
"eval_mse_2": 1.0039119720458984,
|
| 529 |
+
"eval_mse_3": 1.2977312803268433,
|
| 530 |
+
"eval_pcc_0": 0.6560935694600184,
|
| 531 |
+
"eval_pcc_1": 0.7193608645119873,
|
| 532 |
+
"eval_pcc_2": 0.716355158609164,
|
| 533 |
+
"eval_pcc_3": 0.6818874611422469,
|
| 534 |
+
"eval_runtime": 81.3311,
|
| 535 |
+
"eval_samples_per_second": 30.739,
|
| 536 |
+
"eval_steps_per_second": 3.848,
|
| 537 |
+
"step": 8451
|
| 538 |
+
},
|
| 539 |
+
{
|
| 540 |
+
"epoch": 27.16,
|
| 541 |
+
"learning_rate": 9.478168264110757e-07,
|
| 542 |
+
"loss": 0.6242,
|
| 543 |
+
"step": 8500
|
| 544 |
+
},
|
| 545 |
+
{
|
| 546 |
+
"epoch": 28.0,
|
| 547 |
+
"eval_loss": 1.184436559677124,
|
| 548 |
+
"eval_mse_0": 1.3674345016479492,
|
| 549 |
+
"eval_mse_1": 1.0279152393341064,
|
| 550 |
+
"eval_mse_2": 1.0400960445404053,
|
| 551 |
+
"eval_mse_3": 1.3022998571395874,
|
| 552 |
+
"eval_pcc_0": 0.6568444165493135,
|
| 553 |
+
"eval_pcc_1": 0.7173972238098189,
|
| 554 |
+
"eval_pcc_2": 0.7143163550795905,
|
| 555 |
+
"eval_pcc_3": 0.6801312914332132,
|
| 556 |
+
"eval_runtime": 79.8923,
|
| 557 |
+
"eval_samples_per_second": 31.292,
|
| 558 |
+
"eval_steps_per_second": 3.918,
|
| 559 |
+
"step": 8764
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 28.75,
|
| 563 |
+
"learning_rate": 4.1533546325878595e-07,
|
| 564 |
+
"loss": 0.608,
|
| 565 |
+
"step": 9000
|
| 566 |
+
},
|
| 567 |
+
{
|
| 568 |
+
"epoch": 29.0,
|
| 569 |
+
"eval_loss": 1.1798261404037476,
|
| 570 |
+
"eval_mse_0": 1.3592472076416016,
|
| 571 |
+
"eval_mse_1": 1.0240797996520996,
|
| 572 |
+
"eval_mse_2": 1.038815975189209,
|
| 573 |
+
"eval_mse_3": 1.2971642017364502,
|
| 574 |
+
"eval_pcc_0": 0.6580404025280695,
|
| 575 |
+
"eval_pcc_1": 0.7160571706461848,
|
| 576 |
+
"eval_pcc_2": 0.7129765569879433,
|
| 577 |
+
"eval_pcc_3": 0.680818761602228,
|
| 578 |
+
"eval_runtime": 79.4742,
|
| 579 |
+
"eval_samples_per_second": 31.457,
|
| 580 |
+
"eval_steps_per_second": 3.938,
|
| 581 |
+
"step": 9077
|
| 582 |
+
},
|
| 583 |
+
{
|
| 584 |
+
"epoch": 30.0,
|
| 585 |
+
"eval_loss": 1.1740162372589111,
|
| 586 |
+
"eval_mse_0": 1.3688081502914429,
|
| 587 |
+
"eval_mse_1": 1.0070103406906128,
|
| 588 |
+
"eval_mse_2": 1.0212109088897705,
|
| 589 |
+
"eval_mse_3": 1.2990338802337646,
|
| 590 |
+
"eval_pcc_0": 0.6560812498299969,
|
| 591 |
+
"eval_pcc_1": 0.7160077869040966,
|
| 592 |
+
"eval_pcc_2": 0.7135132597648037,
|
| 593 |
+
"eval_pcc_3": 0.6797580223264936,
|
| 594 |
+
"eval_runtime": 82.5275,
|
| 595 |
+
"eval_samples_per_second": 30.293,
|
| 596 |
+
"eval_steps_per_second": 3.793,
|
| 597 |
+
"step": 9390
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 30.0,
|
| 601 |
+
"step": 9390,
|
| 602 |
+
"total_flos": 0.0,
|
| 603 |
+
"train_loss": 7.384022903848634,
|
| 604 |
+
"train_runtime": 5939.2169,
|
| 605 |
+
"train_samples_per_second": 12.628,
|
| 606 |
+
"train_steps_per_second": 1.581
|
| 607 |
+
}
|
| 608 |
+
],
|
| 609 |
+
"logging_steps": 500,
|
| 610 |
+
"max_steps": 9390,
|
| 611 |
+
"num_input_tokens_seen": 0,
|
| 612 |
+
"num_train_epochs": 30,
|
| 613 |
+
"save_steps": 500,
|
| 614 |
+
"total_flos": 0.0,
|
| 615 |
+
"train_batch_size": 8,
|
| 616 |
+
"trial_name": null,
|
| 617 |
+
"trial_params": null
|
| 618 |
+
}
|
wavlm/freeze/12_wavlm-base-plus-sv/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7284876118b78fa2e5ef7d3449ace846a4640033f80c5cf2965646a09afdec2a
|
| 3 |
+
size 4856
|