Upload folder using huggingface_hub
Browse files- wavlm/general/12_wavlm-base-plus-sv/all_results.json +21 -0
- wavlm/general/12_wavlm-base-plus-sv/args.json +11 -0
- wavlm/general/12_wavlm-base-plus-sv/eval_results.json +16 -0
- wavlm/general/12_wavlm-base-plus-sv/finetuned_pytorch_model.bin +3 -0
- wavlm/general/12_wavlm-base-plus-sv/model.safetensors +3 -0
- wavlm/general/12_wavlm-base-plus-sv/model_weights.pt +3 -0
- wavlm/general/12_wavlm-base-plus-sv/preprocessor_config.json +9 -0
- wavlm/general/12_wavlm-base-plus-sv/train_results.json +8 -0
- wavlm/general/12_wavlm-base-plus-sv/trainer_args.json +1 -0
- wavlm/general/12_wavlm-base-plus-sv/trainer_state.json +618 -0
- wavlm/general/12_wavlm-base-plus-sv/training_args.bin +3 -0
wavlm/general/12_wavlm-base-plus-sv/all_results.json
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 1.243644118309021,
|
| 4 |
+
"eval_mse_0": 1.3874261379241943,
|
| 5 |
+
"eval_mse_1": 1.105299472808838,
|
| 6 |
+
"eval_mse_2": 1.1295065879821777,
|
| 7 |
+
"eval_mse_3": 1.3523460626602173,
|
| 8 |
+
"eval_pcc_0": 0.6491576807467382,
|
| 9 |
+
"eval_pcc_1": 0.6970563460081075,
|
| 10 |
+
"eval_pcc_2": 0.6866829429077224,
|
| 11 |
+
"eval_pcc_3": 0.667372075501894,
|
| 12 |
+
"eval_runtime": 83.3728,
|
| 13 |
+
"eval_samples": 2500,
|
| 14 |
+
"eval_samples_per_second": 29.986,
|
| 15 |
+
"eval_steps_per_second": 3.754,
|
| 16 |
+
"train_loss": 7.530013267833966,
|
| 17 |
+
"train_runtime": 6194.759,
|
| 18 |
+
"train_samples": 2500,
|
| 19 |
+
"train_samples_per_second": 12.107,
|
| 20 |
+
"train_steps_per_second": 1.516
|
| 21 |
+
}
|
wavlm/general/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/general/model_saved",
|
| 7 |
+
"freeze_feature_extractor": false,
|
| 8 |
+
"exp_name": "microsoft/wavlm-base-plus-sv_lr1e-05_epochs30_batch4",
|
| 9 |
+
"save_dir_path": "/data2/haeyoung/0303/general/model_saved/microsoft/wavlm-base-plus-sv_lr1e-05_epochs30_batch4",
|
| 10 |
+
"save_log_path": "/data2/haeyoung/0303/general/model_saved/logs/microsoft/wavlm-base-plus-sv_lr1e-05_epochs30_batch4"
|
| 11 |
+
}
|
wavlm/general/12_wavlm-base-plus-sv/eval_results.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 1.243644118309021,
|
| 4 |
+
"eval_mse_0": 1.3874261379241943,
|
| 5 |
+
"eval_mse_1": 1.105299472808838,
|
| 6 |
+
"eval_mse_2": 1.1295065879821777,
|
| 7 |
+
"eval_mse_3": 1.3523460626602173,
|
| 8 |
+
"eval_pcc_0": 0.6491576807467382,
|
| 9 |
+
"eval_pcc_1": 0.6970563460081075,
|
| 10 |
+
"eval_pcc_2": 0.6866829429077224,
|
| 11 |
+
"eval_pcc_3": 0.667372075501894,
|
| 12 |
+
"eval_runtime": 83.3728,
|
| 13 |
+
"eval_samples": 2500,
|
| 14 |
+
"eval_samples_per_second": 29.986,
|
| 15 |
+
"eval_steps_per_second": 3.754
|
| 16 |
+
}
|
wavlm/general/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 sha256:72185c4fde4013d054c343bce7f304b9aa6fb9261f6676422012d695a02f2a2a
|
| 3 |
+
size 377640606
|
wavlm/general/12_wavlm-base-plus-sv/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:61b225548a5509019dd85fdc57d00de7200050bc3c2dda212bd4dd18d88c5d1b
|
| 3 |
+
size 377569864
|
wavlm/general/12_wavlm-base-plus-sv/model_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9bcb28b5bff6bcfdb14112b580731e4e96ec3f7278164345fcd4ebcb5f7626c7
|
| 3 |
+
size 377637234
|
wavlm/general/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/general/12_wavlm-base-plus-sv/train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"train_loss": 7.530013267833966,
|
| 4 |
+
"train_runtime": 6194.759,
|
| 5 |
+
"train_samples": 2500,
|
| 6 |
+
"train_samples_per_second": 12.107,
|
| 7 |
+
"train_steps_per_second": 1.516
|
| 8 |
+
}
|
wavlm/general/12_wavlm-base-plus-sv/trainer_args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"output_dir": "/data2/haeyoung/0303/general/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/general/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/general/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/general/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": 37.49620819091797,
|
| 14 |
+
"eval_mse_0": 41.019657135009766,
|
| 15 |
+
"eval_mse_1": 40.68148422241211,
|
| 16 |
+
"eval_mse_2": 35.33256530761719,
|
| 17 |
+
"eval_mse_3": 32.95109939575195,
|
| 18 |
+
"eval_pcc_0": -0.1461328253193298,
|
| 19 |
+
"eval_pcc_1": 0.12133547501810812,
|
| 20 |
+
"eval_pcc_2": -0.027755790045121645,
|
| 21 |
+
"eval_pcc_3": 0.06671521578211928,
|
| 22 |
+
"eval_runtime": 84.0471,
|
| 23 |
+
"eval_samples_per_second": 29.745,
|
| 24 |
+
"eval_steps_per_second": 3.724,
|
| 25 |
+
"step": 313
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 1.6,
|
| 29 |
+
"learning_rate": 9.467518636847711e-06,
|
| 30 |
+
"loss": 39.5,
|
| 31 |
+
"step": 500
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 2.0,
|
| 35 |
+
"eval_loss": 32.65333938598633,
|
| 36 |
+
"eval_mse_0": 35.91141891479492,
|
| 37 |
+
"eval_mse_1": 35.12276077270508,
|
| 38 |
+
"eval_mse_2": 30.92831802368164,
|
| 39 |
+
"eval_mse_3": 28.65095329284668,
|
| 40 |
+
"eval_pcc_0": -0.16967115783774625,
|
| 41 |
+
"eval_pcc_1": 0.0038209811397540037,
|
| 42 |
+
"eval_pcc_2": 0.15867779245700023,
|
| 43 |
+
"eval_pcc_3": 0.0475906943206459,
|
| 44 |
+
"eval_runtime": 83.975,
|
| 45 |
+
"eval_samples_per_second": 29.771,
|
| 46 |
+
"eval_steps_per_second": 3.727,
|
| 47 |
+
"step": 626
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"epoch": 3.0,
|
| 51 |
+
"eval_loss": 27.753131866455078,
|
| 52 |
+
"eval_mse_0": 30.940078735351562,
|
| 53 |
+
"eval_mse_1": 29.536256790161133,
|
| 54 |
+
"eval_mse_2": 26.18486785888672,
|
| 55 |
+
"eval_mse_3": 24.351285934448242,
|
| 56 |
+
"eval_pcc_0": -0.13538830478577088,
|
| 57 |
+
"eval_pcc_1": 0.16026703276055335,
|
| 58 |
+
"eval_pcc_2": 0.07608752347584608,
|
| 59 |
+
"eval_pcc_3": 0.014988303991297526,
|
| 60 |
+
"eval_runtime": 82.9225,
|
| 61 |
+
"eval_samples_per_second": 30.149,
|
| 62 |
+
"eval_steps_per_second": 3.775,
|
| 63 |
+
"step": 939
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 3.19,
|
| 67 |
+
"learning_rate": 8.935037273695422e-06,
|
| 68 |
+
"loss": 30.1535,
|
| 69 |
+
"step": 1000
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 4.0,
|
| 73 |
+
"eval_loss": 23.003589630126953,
|
| 74 |
+
"eval_mse_0": 25.714738845825195,
|
| 75 |
+
"eval_mse_1": 24.448102951049805,
|
| 76 |
+
"eval_mse_2": 21.781658172607422,
|
| 77 |
+
"eval_mse_3": 20.069822311401367,
|
| 78 |
+
"eval_pcc_0": -0.15152143969220508,
|
| 79 |
+
"eval_pcc_1": 0.22560770787568984,
|
| 80 |
+
"eval_pcc_2": 0.13600480181890168,
|
| 81 |
+
"eval_pcc_3": -0.025031504185111172,
|
| 82 |
+
"eval_runtime": 84.3688,
|
| 83 |
+
"eval_samples_per_second": 29.632,
|
| 84 |
+
"eval_steps_per_second": 3.71,
|
| 85 |
+
"step": 1252
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"epoch": 4.79,
|
| 89 |
+
"learning_rate": 8.402555910543132e-06,
|
| 90 |
+
"loss": 22.4525,
|
| 91 |
+
"step": 1500
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 5.0,
|
| 95 |
+
"eval_loss": 18.565364837646484,
|
| 96 |
+
"eval_mse_0": 20.742828369140625,
|
| 97 |
+
"eval_mse_1": 19.726119995117188,
|
| 98 |
+
"eval_mse_2": 17.584787368774414,
|
| 99 |
+
"eval_mse_3": 16.20746421813965,
|
| 100 |
+
"eval_pcc_0": -0.12119353789037333,
|
| 101 |
+
"eval_pcc_1": 0.13924967619434808,
|
| 102 |
+
"eval_pcc_2": 0.19048480444889876,
|
| 103 |
+
"eval_pcc_3": 0.02252597901073264,
|
| 104 |
+
"eval_runtime": 82.3933,
|
| 105 |
+
"eval_samples_per_second": 30.342,
|
| 106 |
+
"eval_steps_per_second": 3.799,
|
| 107 |
+
"step": 1565
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 6.0,
|
| 111 |
+
"eval_loss": 14.587180137634277,
|
| 112 |
+
"eval_mse_0": 16.36326026916504,
|
| 113 |
+
"eval_mse_1": 15.522064208984375,
|
| 114 |
+
"eval_mse_2": 13.90618896484375,
|
| 115 |
+
"eval_mse_3": 12.55733871459961,
|
| 116 |
+
"eval_pcc_0": -0.10493259753041315,
|
| 117 |
+
"eval_pcc_1": 0.19290304934200672,
|
| 118 |
+
"eval_pcc_2": 0.13454724964174475,
|
| 119 |
+
"eval_pcc_3": 0.028070155238140278,
|
| 120 |
+
"eval_runtime": 84.0302,
|
| 121 |
+
"eval_samples_per_second": 29.751,
|
| 122 |
+
"eval_steps_per_second": 3.725,
|
| 123 |
+
"step": 1878
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 6.39,
|
| 127 |
+
"learning_rate": 7.870074547390843e-06,
|
| 128 |
+
"loss": 15.9817,
|
| 129 |
+
"step": 2000
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 7.0,
|
| 133 |
+
"eval_loss": 11.159050941467285,
|
| 134 |
+
"eval_mse_0": 12.599000930786133,
|
| 135 |
+
"eval_mse_1": 11.811245918273926,
|
| 136 |
+
"eval_mse_2": 10.630511283874512,
|
| 137 |
+
"eval_mse_3": 9.595426559448242,
|
| 138 |
+
"eval_pcc_0": -0.08691858778585115,
|
| 139 |
+
"eval_pcc_1": 0.15246616127986287,
|
| 140 |
+
"eval_pcc_2": 0.12549469062217047,
|
| 141 |
+
"eval_pcc_3": 0.02444531406492299,
|
| 142 |
+
"eval_runtime": 83.1476,
|
| 143 |
+
"eval_samples_per_second": 30.067,
|
| 144 |
+
"eval_steps_per_second": 3.764,
|
| 145 |
+
"step": 2191
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 7.99,
|
| 149 |
+
"learning_rate": 7.337593184238552e-06,
|
| 150 |
+
"loss": 10.6543,
|
| 151 |
+
"step": 2500
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 8.0,
|
| 155 |
+
"eval_loss": 8.30371379852295,
|
| 156 |
+
"eval_mse_0": 9.602455139160156,
|
| 157 |
+
"eval_mse_1": 8.664776802062988,
|
| 158 |
+
"eval_mse_2": 7.8030009269714355,
|
| 159 |
+
"eval_mse_3": 7.144659996032715,
|
| 160 |
+
"eval_pcc_0": -0.06658345093017329,
|
| 161 |
+
"eval_pcc_1": 0.08013129678649665,
|
| 162 |
+
"eval_pcc_2": 0.16181992573495646,
|
| 163 |
+
"eval_pcc_3": 0.04056542846228684,
|
| 164 |
+
"eval_runtime": 78.4903,
|
| 165 |
+
"eval_samples_per_second": 31.851,
|
| 166 |
+
"eval_steps_per_second": 3.988,
|
| 167 |
+
"step": 2504
|
| 168 |
+
},
|
| 169 |
+
{
|
| 170 |
+
"epoch": 9.0,
|
| 171 |
+
"eval_loss": 6.0759196281433105,
|
| 172 |
+
"eval_mse_0": 7.137426376342773,
|
| 173 |
+
"eval_mse_1": 6.291035175323486,
|
| 174 |
+
"eval_mse_2": 5.567683219909668,
|
| 175 |
+
"eval_mse_3": 5.307534694671631,
|
| 176 |
+
"eval_pcc_0": -0.07394169380007332,
|
| 177 |
+
"eval_pcc_1": 0.13494222879882212,
|
| 178 |
+
"eval_pcc_2": 0.1077495381024495,
|
| 179 |
+
"eval_pcc_3": 0.0629016104336162,
|
| 180 |
+
"eval_runtime": 84.4486,
|
| 181 |
+
"eval_samples_per_second": 29.604,
|
| 182 |
+
"eval_steps_per_second": 3.706,
|
| 183 |
+
"step": 2817
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 9.58,
|
| 187 |
+
"learning_rate": 6.805111821086262e-06,
|
| 188 |
+
"loss": 6.7396,
|
| 189 |
+
"step": 3000
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 10.0,
|
| 193 |
+
"eval_loss": 4.417934417724609,
|
| 194 |
+
"eval_mse_0": 5.06233024597168,
|
| 195 |
+
"eval_mse_1": 4.519683361053467,
|
| 196 |
+
"eval_mse_2": 4.030745506286621,
|
| 197 |
+
"eval_mse_3": 4.0589776039123535,
|
| 198 |
+
"eval_pcc_0": -0.056492834948875026,
|
| 199 |
+
"eval_pcc_1": 0.12141540346993207,
|
| 200 |
+
"eval_pcc_2": 0.09973587337080321,
|
| 201 |
+
"eval_pcc_3": 0.07222078382141563,
|
| 202 |
+
"eval_runtime": 82.4737,
|
| 203 |
+
"eval_samples_per_second": 30.313,
|
| 204 |
+
"eval_steps_per_second": 3.795,
|
| 205 |
+
"step": 3130
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 11.0,
|
| 209 |
+
"eval_loss": 3.283968448638916,
|
| 210 |
+
"eval_mse_0": 3.888218641281128,
|
| 211 |
+
"eval_mse_1": 3.2580676078796387,
|
| 212 |
+
"eval_mse_2": 2.9270572662353516,
|
| 213 |
+
"eval_mse_3": 3.062525749206543,
|
| 214 |
+
"eval_pcc_0": 0.3512115926676452,
|
| 215 |
+
"eval_pcc_1": 0.3630865149403626,
|
| 216 |
+
"eval_pcc_2": 0.3583782014025405,
|
| 217 |
+
"eval_pcc_3": 0.3573613489612222,
|
| 218 |
+
"eval_runtime": 83.2579,
|
| 219 |
+
"eval_samples_per_second": 30.027,
|
| 220 |
+
"eval_steps_per_second": 3.759,
|
| 221 |
+
"step": 3443
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 11.18,
|
| 225 |
+
"learning_rate": 6.272630457933972e-06,
|
| 226 |
+
"loss": 4.1606,
|
| 227 |
+
"step": 3500
|
| 228 |
+
},
|
| 229 |
+
{
|
| 230 |
+
"epoch": 12.0,
|
| 231 |
+
"eval_loss": 2.478520393371582,
|
| 232 |
+
"eval_mse_0": 2.928079605102539,
|
| 233 |
+
"eval_mse_1": 2.4222333431243896,
|
| 234 |
+
"eval_mse_2": 2.2562780380249023,
|
| 235 |
+
"eval_mse_3": 2.3074886798858643,
|
| 236 |
+
"eval_pcc_0": 0.5052395539688638,
|
| 237 |
+
"eval_pcc_1": 0.5168286324149053,
|
| 238 |
+
"eval_pcc_2": 0.5064866607171085,
|
| 239 |
+
"eval_pcc_3": 0.5119506938621523,
|
| 240 |
+
"eval_runtime": 84.0371,
|
| 241 |
+
"eval_samples_per_second": 29.749,
|
| 242 |
+
"eval_steps_per_second": 3.725,
|
| 243 |
+
"step": 3756
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 12.78,
|
| 247 |
+
"learning_rate": 5.7401490947816826e-06,
|
| 248 |
+
"loss": 2.5022,
|
| 249 |
+
"step": 4000
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 13.0,
|
| 253 |
+
"eval_loss": 2.002467632293701,
|
| 254 |
+
"eval_mse_0": 2.312981128692627,
|
| 255 |
+
"eval_mse_1": 1.9676953554153442,
|
| 256 |
+
"eval_mse_2": 1.821219563484192,
|
| 257 |
+
"eval_mse_3": 1.9079740047454834,
|
| 258 |
+
"eval_pcc_0": 0.5216433677989637,
|
| 259 |
+
"eval_pcc_1": 0.5444950288938961,
|
| 260 |
+
"eval_pcc_2": 0.5330486833957702,
|
| 261 |
+
"eval_pcc_3": 0.537644487828239,
|
| 262 |
+
"eval_runtime": 84.3483,
|
| 263 |
+
"eval_samples_per_second": 29.639,
|
| 264 |
+
"eval_steps_per_second": 3.711,
|
| 265 |
+
"step": 4069
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 14.0,
|
| 269 |
+
"eval_loss": 1.7926768064498901,
|
| 270 |
+
"eval_mse_0": 1.9923710823059082,
|
| 271 |
+
"eval_mse_1": 1.6956679821014404,
|
| 272 |
+
"eval_mse_2": 1.658450961112976,
|
| 273 |
+
"eval_mse_3": 1.82421875,
|
| 274 |
+
"eval_pcc_0": 0.5003303952868308,
|
| 275 |
+
"eval_pcc_1": 0.496522404445264,
|
| 276 |
+
"eval_pcc_2": 0.4867981589338636,
|
| 277 |
+
"eval_pcc_3": 0.5044122431571137,
|
| 278 |
+
"eval_runtime": 84.7271,
|
| 279 |
+
"eval_samples_per_second": 29.507,
|
| 280 |
+
"eval_steps_per_second": 3.694,
|
| 281 |
+
"step": 4382
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 14.38,
|
| 285 |
+
"learning_rate": 5.207667731629393e-06,
|
| 286 |
+
"loss": 1.585,
|
| 287 |
+
"step": 4500
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 15.0,
|
| 291 |
+
"eval_loss": 1.628679633140564,
|
| 292 |
+
"eval_mse_0": 1.790345549583435,
|
| 293 |
+
"eval_mse_1": 1.4885863065719604,
|
| 294 |
+
"eval_mse_2": 1.4919342994689941,
|
| 295 |
+
"eval_mse_3": 1.7438496351242065,
|
| 296 |
+
"eval_pcc_0": 0.5362994876812299,
|
| 297 |
+
"eval_pcc_1": 0.5487159123321196,
|
| 298 |
+
"eval_pcc_2": 0.5381278008781906,
|
| 299 |
+
"eval_pcc_3": 0.5432740924138241,
|
| 300 |
+
"eval_runtime": 83.2625,
|
| 301 |
+
"eval_samples_per_second": 30.026,
|
| 302 |
+
"eval_steps_per_second": 3.759,
|
| 303 |
+
"step": 4695
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 15.97,
|
| 307 |
+
"learning_rate": 4.675186368477103e-06,
|
| 308 |
+
"loss": 1.1324,
|
| 309 |
+
"step": 5000
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 16.0,
|
| 313 |
+
"eval_loss": 1.6387064456939697,
|
| 314 |
+
"eval_mse_0": 1.7965060472488403,
|
| 315 |
+
"eval_mse_1": 1.493124008178711,
|
| 316 |
+
"eval_mse_2": 1.5063058137893677,
|
| 317 |
+
"eval_mse_3": 1.7588902711868286,
|
| 318 |
+
"eval_pcc_0": 0.5616211741133367,
|
| 319 |
+
"eval_pcc_1": 0.5769908541668654,
|
| 320 |
+
"eval_pcc_2": 0.5624044550697057,
|
| 321 |
+
"eval_pcc_3": 0.5730423906782282,
|
| 322 |
+
"eval_runtime": 81.4943,
|
| 323 |
+
"eval_samples_per_second": 30.677,
|
| 324 |
+
"eval_steps_per_second": 3.841,
|
| 325 |
+
"step": 5008
|
| 326 |
+
},
|
| 327 |
+
{
|
| 328 |
+
"epoch": 17.0,
|
| 329 |
+
"eval_loss": 1.5238269567489624,
|
| 330 |
+
"eval_mse_0": 1.6563646793365479,
|
| 331 |
+
"eval_mse_1": 1.3769956827163696,
|
| 332 |
+
"eval_mse_2": 1.414581060409546,
|
| 333 |
+
"eval_mse_3": 1.647367238998413,
|
| 334 |
+
"eval_pcc_0": 0.5654414298057395,
|
| 335 |
+
"eval_pcc_1": 0.5775091257326989,
|
| 336 |
+
"eval_pcc_2": 0.5669066458804233,
|
| 337 |
+
"eval_pcc_3": 0.5815970932028491,
|
| 338 |
+
"eval_runtime": 84.4618,
|
| 339 |
+
"eval_samples_per_second": 29.599,
|
| 340 |
+
"eval_steps_per_second": 3.706,
|
| 341 |
+
"step": 5321
|
| 342 |
+
},
|
| 343 |
+
{
|
| 344 |
+
"epoch": 17.57,
|
| 345 |
+
"learning_rate": 4.142705005324814e-06,
|
| 346 |
+
"loss": 0.9737,
|
| 347 |
+
"step": 5500
|
| 348 |
+
},
|
| 349 |
+
{
|
| 350 |
+
"epoch": 18.0,
|
| 351 |
+
"eval_loss": 1.6608304977416992,
|
| 352 |
+
"eval_mse_0": 1.9070923328399658,
|
| 353 |
+
"eval_mse_1": 1.432123064994812,
|
| 354 |
+
"eval_mse_2": 1.4262173175811768,
|
| 355 |
+
"eval_mse_3": 1.8778902292251587,
|
| 356 |
+
"eval_pcc_0": 0.5748341991287664,
|
| 357 |
+
"eval_pcc_1": 0.6334325755709229,
|
| 358 |
+
"eval_pcc_2": 0.6259378014647846,
|
| 359 |
+
"eval_pcc_3": 0.5930483656073843,
|
| 360 |
+
"eval_runtime": 83.5184,
|
| 361 |
+
"eval_samples_per_second": 29.934,
|
| 362 |
+
"eval_steps_per_second": 3.748,
|
| 363 |
+
"step": 5634
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 19.0,
|
| 367 |
+
"eval_loss": 1.3965060710906982,
|
| 368 |
+
"eval_mse_0": 1.5663833618164062,
|
| 369 |
+
"eval_mse_1": 1.2284361124038696,
|
| 370 |
+
"eval_mse_2": 1.2700564861297607,
|
| 371 |
+
"eval_mse_3": 1.5211470127105713,
|
| 372 |
+
"eval_pcc_0": 0.5894173927261439,
|
| 373 |
+
"eval_pcc_1": 0.63266763030628,
|
| 374 |
+
"eval_pcc_2": 0.6221586269373246,
|
| 375 |
+
"eval_pcc_3": 0.6138698433260963,
|
| 376 |
+
"eval_runtime": 84.636,
|
| 377 |
+
"eval_samples_per_second": 29.538,
|
| 378 |
+
"eval_steps_per_second": 3.698,
|
| 379 |
+
"step": 5947
|
| 380 |
+
},
|
| 381 |
+
{
|
| 382 |
+
"epoch": 19.17,
|
| 383 |
+
"learning_rate": 3.6102236421725247e-06,
|
| 384 |
+
"loss": 0.8777,
|
| 385 |
+
"step": 6000
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 20.0,
|
| 389 |
+
"eval_loss": 1.463577151298523,
|
| 390 |
+
"eval_mse_0": 1.6713167428970337,
|
| 391 |
+
"eval_mse_1": 1.2788236141204834,
|
| 392 |
+
"eval_mse_2": 1.2603498697280884,
|
| 393 |
+
"eval_mse_3": 1.6438119411468506,
|
| 394 |
+
"eval_pcc_0": 0.6135795015662695,
|
| 395 |
+
"eval_pcc_1": 0.6752967296029542,
|
| 396 |
+
"eval_pcc_2": 0.663588926067091,
|
| 397 |
+
"eval_pcc_3": 0.6338784644548797,
|
| 398 |
+
"eval_runtime": 83.6431,
|
| 399 |
+
"eval_samples_per_second": 29.889,
|
| 400 |
+
"eval_steps_per_second": 3.742,
|
| 401 |
+
"step": 6260
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 20.77,
|
| 405 |
+
"learning_rate": 3.0777422790202343e-06,
|
| 406 |
+
"loss": 0.8147,
|
| 407 |
+
"step": 6500
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 21.0,
|
| 411 |
+
"eval_loss": 1.2666981220245361,
|
| 412 |
+
"eval_mse_0": 1.4538743495941162,
|
| 413 |
+
"eval_mse_1": 1.1005200147628784,
|
| 414 |
+
"eval_mse_2": 1.118333339691162,
|
| 415 |
+
"eval_mse_3": 1.3940664529800415,
|
| 416 |
+
"eval_pcc_0": 0.6266914596242009,
|
| 417 |
+
"eval_pcc_1": 0.6851822218568848,
|
| 418 |
+
"eval_pcc_2": 0.6774101812014689,
|
| 419 |
+
"eval_pcc_3": 0.6500650717546718,
|
| 420 |
+
"eval_runtime": 84.7413,
|
| 421 |
+
"eval_samples_per_second": 29.502,
|
| 422 |
+
"eval_steps_per_second": 3.694,
|
| 423 |
+
"step": 6573
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 22.0,
|
| 427 |
+
"eval_loss": 1.2702243328094482,
|
| 428 |
+
"eval_mse_0": 1.444044589996338,
|
| 429 |
+
"eval_mse_1": 1.1105105876922607,
|
| 430 |
+
"eval_mse_2": 1.135878086090088,
|
| 431 |
+
"eval_mse_3": 1.3904651403427124,
|
| 432 |
+
"eval_pcc_0": 0.632364440095,
|
| 433 |
+
"eval_pcc_1": 0.685207172300946,
|
| 434 |
+
"eval_pcc_2": 0.6746534138967457,
|
| 435 |
+
"eval_pcc_3": 0.6541175039839564,
|
| 436 |
+
"eval_runtime": 84.3584,
|
| 437 |
+
"eval_samples_per_second": 29.635,
|
| 438 |
+
"eval_steps_per_second": 3.71,
|
| 439 |
+
"step": 6886
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"epoch": 22.36,
|
| 443 |
+
"learning_rate": 2.5452609158679447e-06,
|
| 444 |
+
"loss": 0.7461,
|
| 445 |
+
"step": 7000
|
| 446 |
+
},
|
| 447 |
+
{
|
| 448 |
+
"epoch": 23.0,
|
| 449 |
+
"eval_loss": 1.3418341875076294,
|
| 450 |
+
"eval_mse_0": 1.478748083114624,
|
| 451 |
+
"eval_mse_1": 1.223015546798706,
|
| 452 |
+
"eval_mse_2": 1.2182457447052002,
|
| 453 |
+
"eval_mse_3": 1.447330117225647,
|
| 454 |
+
"eval_pcc_0": 0.6393557995141579,
|
| 455 |
+
"eval_pcc_1": 0.6861812748106558,
|
| 456 |
+
"eval_pcc_2": 0.6749637965063019,
|
| 457 |
+
"eval_pcc_3": 0.6594028305636565,
|
| 458 |
+
"eval_runtime": 84.4554,
|
| 459 |
+
"eval_samples_per_second": 29.601,
|
| 460 |
+
"eval_steps_per_second": 3.706,
|
| 461 |
+
"step": 7199
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 23.96,
|
| 465 |
+
"learning_rate": 2.012779552715655e-06,
|
| 466 |
+
"loss": 0.7031,
|
| 467 |
+
"step": 7500
|
| 468 |
+
},
|
| 469 |
+
{
|
| 470 |
+
"epoch": 24.0,
|
| 471 |
+
"eval_loss": 1.2126387357711792,
|
| 472 |
+
"eval_mse_0": 1.3932298421859741,
|
| 473 |
+
"eval_mse_1": 1.0525259971618652,
|
| 474 |
+
"eval_mse_2": 1.0706422328948975,
|
| 475 |
+
"eval_mse_3": 1.3341559171676636,
|
| 476 |
+
"eval_pcc_0": 0.647041753184402,
|
| 477 |
+
"eval_pcc_1": 0.7035470805508226,
|
| 478 |
+
"eval_pcc_2": 0.6944401985109897,
|
| 479 |
+
"eval_pcc_3": 0.671552076046657,
|
| 480 |
+
"eval_runtime": 84.4176,
|
| 481 |
+
"eval_samples_per_second": 29.615,
|
| 482 |
+
"eval_steps_per_second": 3.708,
|
| 483 |
+
"step": 7512
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 25.0,
|
| 487 |
+
"eval_loss": 1.2351539134979248,
|
| 488 |
+
"eval_mse_0": 1.4303975105285645,
|
| 489 |
+
"eval_mse_1": 1.0503432750701904,
|
| 490 |
+
"eval_mse_2": 1.0891296863555908,
|
| 491 |
+
"eval_mse_3": 1.370747447013855,
|
| 492 |
+
"eval_pcc_0": 0.6365034192324545,
|
| 493 |
+
"eval_pcc_1": 0.6961979561365615,
|
| 494 |
+
"eval_pcc_2": 0.6859518732177992,
|
| 495 |
+
"eval_pcc_3": 0.6601820289125075,
|
| 496 |
+
"eval_runtime": 83.7938,
|
| 497 |
+
"eval_samples_per_second": 29.835,
|
| 498 |
+
"eval_steps_per_second": 3.735,
|
| 499 |
+
"step": 7825
|
| 500 |
+
},
|
| 501 |
+
{
|
| 502 |
+
"epoch": 25.56,
|
| 503 |
+
"learning_rate": 1.4802981895633654e-06,
|
| 504 |
+
"loss": 0.6841,
|
| 505 |
+
"step": 8000
|
| 506 |
+
},
|
| 507 |
+
{
|
| 508 |
+
"epoch": 26.0,
|
| 509 |
+
"eval_loss": 1.248369574546814,
|
| 510 |
+
"eval_mse_0": 1.3836770057678223,
|
| 511 |
+
"eval_mse_1": 1.118526816368103,
|
| 512 |
+
"eval_mse_2": 1.1433407068252563,
|
| 513 |
+
"eval_mse_3": 1.347935438156128,
|
| 514 |
+
"eval_pcc_0": 0.650049429628873,
|
| 515 |
+
"eval_pcc_1": 0.693116927559706,
|
| 516 |
+
"eval_pcc_2": 0.6830351807433733,
|
| 517 |
+
"eval_pcc_3": 0.6683149603805226,
|
| 518 |
+
"eval_runtime": 80.5831,
|
| 519 |
+
"eval_samples_per_second": 31.024,
|
| 520 |
+
"eval_steps_per_second": 3.884,
|
| 521 |
+
"step": 8138
|
| 522 |
+
},
|
| 523 |
+
{
|
| 524 |
+
"epoch": 27.0,
|
| 525 |
+
"eval_loss": 1.227637529373169,
|
| 526 |
+
"eval_mse_0": 1.402883768081665,
|
| 527 |
+
"eval_mse_1": 1.0624160766601562,
|
| 528 |
+
"eval_mse_2": 1.092502236366272,
|
| 529 |
+
"eval_mse_3": 1.3527450561523438,
|
| 530 |
+
"eval_pcc_0": 0.6489259514846067,
|
| 531 |
+
"eval_pcc_1": 0.7014291192703521,
|
| 532 |
+
"eval_pcc_2": 0.6927801947499573,
|
| 533 |
+
"eval_pcc_3": 0.6696330263195494,
|
| 534 |
+
"eval_runtime": 83.9397,
|
| 535 |
+
"eval_samples_per_second": 29.783,
|
| 536 |
+
"eval_steps_per_second": 3.729,
|
| 537 |
+
"step": 8451
|
| 538 |
+
},
|
| 539 |
+
{
|
| 540 |
+
"epoch": 27.16,
|
| 541 |
+
"learning_rate": 9.478168264110757e-07,
|
| 542 |
+
"loss": 0.6434,
|
| 543 |
+
"step": 8500
|
| 544 |
+
},
|
| 545 |
+
{
|
| 546 |
+
"epoch": 28.0,
|
| 547 |
+
"eval_loss": 1.2617387771606445,
|
| 548 |
+
"eval_mse_0": 1.3912030458450317,
|
| 549 |
+
"eval_mse_1": 1.1335089206695557,
|
| 550 |
+
"eval_mse_2": 1.1600311994552612,
|
| 551 |
+
"eval_mse_3": 1.3622119426727295,
|
| 552 |
+
"eval_pcc_0": 0.6518175699005131,
|
| 553 |
+
"eval_pcc_1": 0.6985201514999251,
|
| 554 |
+
"eval_pcc_2": 0.6875386864379791,
|
| 555 |
+
"eval_pcc_3": 0.6697421416575201,
|
| 556 |
+
"eval_runtime": 82.8996,
|
| 557 |
+
"eval_samples_per_second": 30.157,
|
| 558 |
+
"eval_steps_per_second": 3.776,
|
| 559 |
+
"step": 8764
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 28.75,
|
| 563 |
+
"learning_rate": 4.1533546325878595e-07,
|
| 564 |
+
"loss": 0.6173,
|
| 565 |
+
"step": 9000
|
| 566 |
+
},
|
| 567 |
+
{
|
| 568 |
+
"epoch": 29.0,
|
| 569 |
+
"eval_loss": 1.2433091402053833,
|
| 570 |
+
"eval_mse_0": 1.3890771865844727,
|
| 571 |
+
"eval_mse_1": 1.101660966873169,
|
| 572 |
+
"eval_mse_2": 1.1308404207229614,
|
| 573 |
+
"eval_mse_3": 1.3516558408737183,
|
| 574 |
+
"eval_pcc_0": 0.648930626357649,
|
| 575 |
+
"eval_pcc_1": 0.6978702089782411,
|
| 576 |
+
"eval_pcc_2": 0.6871354410641046,
|
| 577 |
+
"eval_pcc_3": 0.6673631543849244,
|
| 578 |
+
"eval_runtime": 82.8375,
|
| 579 |
+
"eval_samples_per_second": 30.18,
|
| 580 |
+
"eval_steps_per_second": 3.778,
|
| 581 |
+
"step": 9077
|
| 582 |
+
},
|
| 583 |
+
{
|
| 584 |
+
"epoch": 30.0,
|
| 585 |
+
"eval_loss": 1.243644118309021,
|
| 586 |
+
"eval_mse_0": 1.3874261379241943,
|
| 587 |
+
"eval_mse_1": 1.105299472808838,
|
| 588 |
+
"eval_mse_2": 1.1295065879821777,
|
| 589 |
+
"eval_mse_3": 1.3523460626602173,
|
| 590 |
+
"eval_pcc_0": 0.6491576807467382,
|
| 591 |
+
"eval_pcc_1": 0.6970563460081075,
|
| 592 |
+
"eval_pcc_2": 0.6866829429077224,
|
| 593 |
+
"eval_pcc_3": 0.667372075501894,
|
| 594 |
+
"eval_runtime": 84.303,
|
| 595 |
+
"eval_samples_per_second": 29.655,
|
| 596 |
+
"eval_steps_per_second": 3.713,
|
| 597 |
+
"step": 9390
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 30.0,
|
| 601 |
+
"step": 9390,
|
| 602 |
+
"total_flos": 0.0,
|
| 603 |
+
"train_loss": 7.530013267833966,
|
| 604 |
+
"train_runtime": 6194.759,
|
| 605 |
+
"train_samples_per_second": 12.107,
|
| 606 |
+
"train_steps_per_second": 1.516
|
| 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/general/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:f689e587c522c56e039a057444a52de8bf98e73c1aa805ea374510614bc18f82
|
| 3 |
+
size 4792
|