Upload folder using huggingface_hub
#32
by
haeylee
- opened
- wavlm/freeze/11_wavlm-base-plus/all_results.json +21 -0
- wavlm/freeze/11_wavlm-base-plus/args.json +11 -0
- wavlm/freeze/11_wavlm-base-plus/eval_results.json +16 -0
- wavlm/freeze/11_wavlm-base-plus/finetuned_pytorch_model.bin +3 -0
- wavlm/freeze/11_wavlm-base-plus/model.safetensors +3 -0
- wavlm/freeze/11_wavlm-base-plus/model_weights.pt +3 -0
- wavlm/freeze/11_wavlm-base-plus/preprocessor_config.json +9 -0
- wavlm/freeze/11_wavlm-base-plus/train_results.json +8 -0
- wavlm/freeze/11_wavlm-base-plus/trainer_args.json +1 -0
- wavlm/freeze/11_wavlm-base-plus/trainer_state.json +618 -0
- wavlm/freeze/11_wavlm-base-plus/training_args.bin +3 -0
wavlm/freeze/11_wavlm-base-plus/all_results.json
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 1.2915236949920654,
|
| 4 |
+
"eval_mse_0": 1.4511040449142456,
|
| 5 |
+
"eval_mse_1": 1.1379014253616333,
|
| 6 |
+
"eval_mse_2": 1.1559253931045532,
|
| 7 |
+
"eval_mse_3": 1.421162486076355,
|
| 8 |
+
"eval_pcc_0": 0.652658748820178,
|
| 9 |
+
"eval_pcc_1": 0.71581858722613,
|
| 10 |
+
"eval_pcc_2": 0.7078752033862611,
|
| 11 |
+
"eval_pcc_3": 0.673185681399184,
|
| 12 |
+
"eval_runtime": 82.88,
|
| 13 |
+
"eval_samples": 2500,
|
| 14 |
+
"eval_samples_per_second": 30.164,
|
| 15 |
+
"eval_steps_per_second": 3.777,
|
| 16 |
+
"train_loss": 7.420602834618257,
|
| 17 |
+
"train_runtime": 5910.9352,
|
| 18 |
+
"train_samples": 2500,
|
| 19 |
+
"train_samples_per_second": 12.688,
|
| 20 |
+
"train_steps_per_second": 1.589
|
| 21 |
+
}
|
wavlm/freeze/11_wavlm-base-plus/args.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"batch_size": 4,
|
| 3 |
+
"model_name": "microsoft/wavlm-base-plus",
|
| 4 |
+
"learning_rate": 1e-05,
|
| 5 |
+
"num_train_epochs": 30,
|
| 6 |
+
"save_dir": "./cnnfreeze/model_saved",
|
| 7 |
+
"freeze_feature_extractor": true,
|
| 8 |
+
"exp_name": "microsoft/wavlm-base-plus_lr1e-05_epochs30_batch4",
|
| 9 |
+
"save_dir_path": "./cnnfreeze/model_saved/microsoft/wavlm-base-plus_lr1e-05_epochs30_batch4",
|
| 10 |
+
"save_log_path": "./cnnfreeze/model_saved/logs/microsoft/wavlm-base-plus_lr1e-05_epochs30_batch4"
|
| 11 |
+
}
|
wavlm/freeze/11_wavlm-base-plus/eval_results.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 1.2915236949920654,
|
| 4 |
+
"eval_mse_0": 1.4511040449142456,
|
| 5 |
+
"eval_mse_1": 1.1379014253616333,
|
| 6 |
+
"eval_mse_2": 1.1559253931045532,
|
| 7 |
+
"eval_mse_3": 1.421162486076355,
|
| 8 |
+
"eval_pcc_0": 0.652658748820178,
|
| 9 |
+
"eval_pcc_1": 0.71581858722613,
|
| 10 |
+
"eval_pcc_2": 0.7078752033862611,
|
| 11 |
+
"eval_pcc_3": 0.673185681399184,
|
| 12 |
+
"eval_runtime": 82.88,
|
| 13 |
+
"eval_samples": 2500,
|
| 14 |
+
"eval_samples_per_second": 30.164,
|
| 15 |
+
"eval_steps_per_second": 3.777
|
| 16 |
+
}
|
wavlm/freeze/11_wavlm-base-plus/finetuned_pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:df529675a7093c49a34493e371f365fb7086c79f261506f89f27fd46bf4ff2bd
|
| 3 |
+
size 377640606
|
wavlm/freeze/11_wavlm-base-plus/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:39ef20b76db65d00fd6b58d48d597b5643e26d5d3a6957664f9c98826071b606
|
| 3 |
+
size 377569864
|
wavlm/freeze/11_wavlm-base-plus/model_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f6ce8353320fabd83d61b82c55b381b3297861664767e046f652ab242e7570ac
|
| 3 |
+
size 377637234
|
wavlm/freeze/11_wavlm-base-plus/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/11_wavlm-base-plus/train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"train_loss": 7.420602834618257,
|
| 4 |
+
"train_runtime": 5910.9352,
|
| 5 |
+
"train_samples": 2500,
|
| 6 |
+
"train_samples_per_second": 12.688,
|
| 7 |
+
"train_steps_per_second": 1.589
|
| 8 |
+
}
|
wavlm/freeze/11_wavlm-base-plus/trainer_args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"output_dir": "./cnnfreeze/model_saved/microsoft/wavlm-base-plus_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/microsoft/wavlm-base-plus_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/microsoft/wavlm-base-plus_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/11_wavlm-base-plus/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": 36.9157829284668,
|
| 14 |
+
"eval_mse_0": 36.67869567871094,
|
| 15 |
+
"eval_mse_1": 39.794429779052734,
|
| 16 |
+
"eval_mse_2": 37.59635543823242,
|
| 17 |
+
"eval_mse_3": 33.5937385559082,
|
| 18 |
+
"eval_pcc_0": -0.09311509018590214,
|
| 19 |
+
"eval_pcc_1": 0.42273833793220217,
|
| 20 |
+
"eval_pcc_2": -0.21972193346571242,
|
| 21 |
+
"eval_pcc_3": 0.004281229683178295,
|
| 22 |
+
"eval_runtime": 80.9324,
|
| 23 |
+
"eval_samples_per_second": 30.89,
|
| 24 |
+
"eval_steps_per_second": 3.867,
|
| 25 |
+
"step": 313
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 1.6,
|
| 29 |
+
"learning_rate": 9.467518636847711e-06,
|
| 30 |
+
"loss": 38.9494,
|
| 31 |
+
"step": 500
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 2.0,
|
| 35 |
+
"eval_loss": 32.129310607910156,
|
| 36 |
+
"eval_mse_0": 31.939741134643555,
|
| 37 |
+
"eval_mse_1": 34.77840042114258,
|
| 38 |
+
"eval_mse_2": 32.741912841796875,
|
| 39 |
+
"eval_mse_3": 29.057315826416016,
|
| 40 |
+
"eval_pcc_0": -0.09910981455768429,
|
| 41 |
+
"eval_pcc_1": 0.4063494210199359,
|
| 42 |
+
"eval_pcc_2": -0.05172522577470005,
|
| 43 |
+
"eval_pcc_3": -0.06961545681427118,
|
| 44 |
+
"eval_runtime": 81.2874,
|
| 45 |
+
"eval_samples_per_second": 30.755,
|
| 46 |
+
"eval_steps_per_second": 3.851,
|
| 47 |
+
"step": 626
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"epoch": 3.0,
|
| 51 |
+
"eval_loss": 27.314218521118164,
|
| 52 |
+
"eval_mse_0": 27.402790069580078,
|
| 53 |
+
"eval_mse_1": 29.67264747619629,
|
| 54 |
+
"eval_mse_2": 27.59773063659668,
|
| 55 |
+
"eval_mse_3": 24.583538055419922,
|
| 56 |
+
"eval_pcc_0": -0.08570412478679099,
|
| 57 |
+
"eval_pcc_1": 0.2762298923414708,
|
| 58 |
+
"eval_pcc_2": -0.057464724737686636,
|
| 59 |
+
"eval_pcc_3": 0.0729867524765821,
|
| 60 |
+
"eval_runtime": 77.9225,
|
| 61 |
+
"eval_samples_per_second": 32.083,
|
| 62 |
+
"eval_steps_per_second": 4.017,
|
| 63 |
+
"step": 939
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 3.19,
|
| 67 |
+
"learning_rate": 8.935037273695422e-06,
|
| 68 |
+
"loss": 29.7004,
|
| 69 |
+
"step": 1000
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 4.0,
|
| 73 |
+
"eval_loss": 22.635242462158203,
|
| 74 |
+
"eval_mse_0": 22.59149932861328,
|
| 75 |
+
"eval_mse_1": 24.827682495117188,
|
| 76 |
+
"eval_mse_2": 22.864974975585938,
|
| 77 |
+
"eval_mse_3": 20.256759643554688,
|
| 78 |
+
"eval_pcc_0": -0.11832914665014073,
|
| 79 |
+
"eval_pcc_1": 0.3077376860431616,
|
| 80 |
+
"eval_pcc_2": -0.03589684988336553,
|
| 81 |
+
"eval_pcc_3": 0.06183737168639971,
|
| 82 |
+
"eval_runtime": 80.7932,
|
| 83 |
+
"eval_samples_per_second": 30.943,
|
| 84 |
+
"eval_steps_per_second": 3.874,
|
| 85 |
+
"step": 1252
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"epoch": 4.79,
|
| 89 |
+
"learning_rate": 8.402555910543132e-06,
|
| 90 |
+
"loss": 22.124,
|
| 91 |
+
"step": 1500
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 5.0,
|
| 95 |
+
"eval_loss": 18.248600006103516,
|
| 96 |
+
"eval_mse_0": 18.13374137878418,
|
| 97 |
+
"eval_mse_1": 20.138927459716797,
|
| 98 |
+
"eval_mse_2": 18.433799743652344,
|
| 99 |
+
"eval_mse_3": 16.287796020507812,
|
| 100 |
+
"eval_pcc_0": -0.14223901570339406,
|
| 101 |
+
"eval_pcc_1": 0.2635081989670401,
|
| 102 |
+
"eval_pcc_2": 0.05630191529135223,
|
| 103 |
+
"eval_pcc_3": 0.08575406618770827,
|
| 104 |
+
"eval_runtime": 80.2468,
|
| 105 |
+
"eval_samples_per_second": 31.154,
|
| 106 |
+
"eval_steps_per_second": 3.9,
|
| 107 |
+
"step": 1565
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 6.0,
|
| 111 |
+
"eval_loss": 14.327898025512695,
|
| 112 |
+
"eval_mse_0": 14.139348030090332,
|
| 113 |
+
"eval_mse_1": 15.944571495056152,
|
| 114 |
+
"eval_mse_2": 14.580229759216309,
|
| 115 |
+
"eval_mse_3": 12.647528648376465,
|
| 116 |
+
"eval_pcc_0": -0.16348513659998434,
|
| 117 |
+
"eval_pcc_1": 0.1680234081637183,
|
| 118 |
+
"eval_pcc_2": 0.05504076908936704,
|
| 119 |
+
"eval_pcc_3": 0.1098488361378906,
|
| 120 |
+
"eval_runtime": 78.0966,
|
| 121 |
+
"eval_samples_per_second": 32.012,
|
| 122 |
+
"eval_steps_per_second": 4.008,
|
| 123 |
+
"step": 1878
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 6.39,
|
| 127 |
+
"learning_rate": 7.870074547390843e-06,
|
| 128 |
+
"loss": 15.7605,
|
| 129 |
+
"step": 2000
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 7.0,
|
| 133 |
+
"eval_loss": 10.935155868530273,
|
| 134 |
+
"eval_mse_0": 10.821646690368652,
|
| 135 |
+
"eval_mse_1": 12.21359634399414,
|
| 136 |
+
"eval_mse_2": 11.112991333007812,
|
| 137 |
+
"eval_mse_3": 9.592323303222656,
|
| 138 |
+
"eval_pcc_0": -0.03849811112145446,
|
| 139 |
+
"eval_pcc_1": 0.22789774477583738,
|
| 140 |
+
"eval_pcc_2": 0.0241876690968903,
|
| 141 |
+
"eval_pcc_3": 0.07350932962791211,
|
| 142 |
+
"eval_runtime": 80.8207,
|
| 143 |
+
"eval_samples_per_second": 30.933,
|
| 144 |
+
"eval_steps_per_second": 3.873,
|
| 145 |
+
"step": 2191
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 7.99,
|
| 149 |
+
"learning_rate": 7.337593184238552e-06,
|
| 150 |
+
"loss": 10.4053,
|
| 151 |
+
"step": 2500
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 8.0,
|
| 155 |
+
"eval_loss": 8.117301940917969,
|
| 156 |
+
"eval_mse_0": 8.20606517791748,
|
| 157 |
+
"eval_mse_1": 9.00512981414795,
|
| 158 |
+
"eval_mse_2": 8.146618843078613,
|
| 159 |
+
"eval_mse_3": 7.111363887786865,
|
| 160 |
+
"eval_pcc_0": -0.07747567645915776,
|
| 161 |
+
"eval_pcc_1": 0.18682221324201415,
|
| 162 |
+
"eval_pcc_2": -0.007878601201090622,
|
| 163 |
+
"eval_pcc_3": 0.1592128720876979,
|
| 164 |
+
"eval_runtime": 81.8378,
|
| 165 |
+
"eval_samples_per_second": 30.548,
|
| 166 |
+
"eval_steps_per_second": 3.825,
|
| 167 |
+
"step": 2504
|
| 168 |
+
},
|
| 169 |
+
{
|
| 170 |
+
"epoch": 9.0,
|
| 171 |
+
"eval_loss": 5.902263164520264,
|
| 172 |
+
"eval_mse_0": 6.028319358825684,
|
| 173 |
+
"eval_mse_1": 6.5366530418396,
|
| 174 |
+
"eval_mse_2": 5.785815715789795,
|
| 175 |
+
"eval_mse_3": 5.258269309997559,
|
| 176 |
+
"eval_pcc_0": -0.04528456485231917,
|
| 177 |
+
"eval_pcc_1": 0.29887708352780645,
|
| 178 |
+
"eval_pcc_2": -0.13665779070346393,
|
| 179 |
+
"eval_pcc_3": 0.19553424277139336,
|
| 180 |
+
"eval_runtime": 80.3552,
|
| 181 |
+
"eval_samples_per_second": 31.112,
|
| 182 |
+
"eval_steps_per_second": 3.895,
|
| 183 |
+
"step": 2817
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 9.58,
|
| 187 |
+
"learning_rate": 6.805111821086262e-06,
|
| 188 |
+
"loss": 6.5408,
|
| 189 |
+
"step": 3000
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 10.0,
|
| 193 |
+
"eval_loss": 4.257874011993408,
|
| 194 |
+
"eval_mse_0": 4.390755653381348,
|
| 195 |
+
"eval_mse_1": 4.634117126464844,
|
| 196 |
+
"eval_mse_2": 4.106449127197266,
|
| 197 |
+
"eval_mse_3": 3.9001502990722656,
|
| 198 |
+
"eval_pcc_0": -0.12632209945760725,
|
| 199 |
+
"eval_pcc_1": 0.2886360375310583,
|
| 200 |
+
"eval_pcc_2": -0.20085535968270268,
|
| 201 |
+
"eval_pcc_3": 0.22466045764316256,
|
| 202 |
+
"eval_runtime": 79.8539,
|
| 203 |
+
"eval_samples_per_second": 31.307,
|
| 204 |
+
"eval_steps_per_second": 3.92,
|
| 205 |
+
"step": 3130
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 11.0,
|
| 209 |
+
"eval_loss": 3.185067892074585,
|
| 210 |
+
"eval_mse_0": 3.308312177658081,
|
| 211 |
+
"eval_mse_1": 3.2627718448638916,
|
| 212 |
+
"eval_mse_2": 3.0210938453674316,
|
| 213 |
+
"eval_mse_3": 3.1480934619903564,
|
| 214 |
+
"eval_pcc_0": 0.11268433970043804,
|
| 215 |
+
"eval_pcc_1": 0.2631130161080802,
|
| 216 |
+
"eval_pcc_2": -0.19650316561957154,
|
| 217 |
+
"eval_pcc_3": 0.18659657130595086,
|
| 218 |
+
"eval_runtime": 79.603,
|
| 219 |
+
"eval_samples_per_second": 31.406,
|
| 220 |
+
"eval_steps_per_second": 3.932,
|
| 221 |
+
"step": 3443
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 11.18,
|
| 225 |
+
"learning_rate": 6.272630457933972e-06,
|
| 226 |
+
"loss": 4.1867,
|
| 227 |
+
"step": 3500
|
| 228 |
+
},
|
| 229 |
+
{
|
| 230 |
+
"epoch": 12.0,
|
| 231 |
+
"eval_loss": 2.476248025894165,
|
| 232 |
+
"eval_mse_0": 2.6087260246276855,
|
| 233 |
+
"eval_mse_1": 2.4388179779052734,
|
| 234 |
+
"eval_mse_2": 2.3533830642700195,
|
| 235 |
+
"eval_mse_3": 2.50406551361084,
|
| 236 |
+
"eval_pcc_0": 0.38104818074260327,
|
| 237 |
+
"eval_pcc_1": 0.4298584113714561,
|
| 238 |
+
"eval_pcc_2": 0.41708792723893817,
|
| 239 |
+
"eval_pcc_3": 0.38848281567474224,
|
| 240 |
+
"eval_runtime": 80.7288,
|
| 241 |
+
"eval_samples_per_second": 30.968,
|
| 242 |
+
"eval_steps_per_second": 3.877,
|
| 243 |
+
"step": 3756
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 12.78,
|
| 247 |
+
"learning_rate": 5.7401490947816826e-06,
|
| 248 |
+
"loss": 2.6362,
|
| 249 |
+
"step": 4000
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 13.0,
|
| 253 |
+
"eval_loss": 1.957517147064209,
|
| 254 |
+
"eval_mse_0": 2.0870766639709473,
|
| 255 |
+
"eval_mse_1": 1.957231879234314,
|
| 256 |
+
"eval_mse_2": 1.8194074630737305,
|
| 257 |
+
"eval_mse_3": 1.966347098350525,
|
| 258 |
+
"eval_pcc_0": 0.5390418928771783,
|
| 259 |
+
"eval_pcc_1": 0.5783390480557894,
|
| 260 |
+
"eval_pcc_2": 0.5686422647456917,
|
| 261 |
+
"eval_pcc_3": 0.5544244344757495,
|
| 262 |
+
"eval_runtime": 82.6674,
|
| 263 |
+
"eval_samples_per_second": 30.242,
|
| 264 |
+
"eval_steps_per_second": 3.786,
|
| 265 |
+
"step": 4069
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 14.0,
|
| 269 |
+
"eval_loss": 1.6279367208480835,
|
| 270 |
+
"eval_mse_0": 1.7471197843551636,
|
| 271 |
+
"eval_mse_1": 1.5671495199203491,
|
| 272 |
+
"eval_mse_2": 1.5089342594146729,
|
| 273 |
+
"eval_mse_3": 1.688546061515808,
|
| 274 |
+
"eval_pcc_0": 0.5629075594901011,
|
| 275 |
+
"eval_pcc_1": 0.5925039954662584,
|
| 276 |
+
"eval_pcc_2": 0.5847166603959592,
|
| 277 |
+
"eval_pcc_3": 0.5691207778857871,
|
| 278 |
+
"eval_runtime": 80.4206,
|
| 279 |
+
"eval_samples_per_second": 31.087,
|
| 280 |
+
"eval_steps_per_second": 3.892,
|
| 281 |
+
"step": 4382
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 14.38,
|
| 285 |
+
"learning_rate": 5.207667731629393e-06,
|
| 286 |
+
"loss": 1.5222,
|
| 287 |
+
"step": 4500
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 15.0,
|
| 291 |
+
"eval_loss": 1.6690844297409058,
|
| 292 |
+
"eval_mse_0": 1.8271114826202393,
|
| 293 |
+
"eval_mse_1": 1.5228931903839111,
|
| 294 |
+
"eval_mse_2": 1.498793125152588,
|
| 295 |
+
"eval_mse_3": 1.8275437355041504,
|
| 296 |
+
"eval_pcc_0": 0.5638036165284337,
|
| 297 |
+
"eval_pcc_1": 0.6032507523762112,
|
| 298 |
+
"eval_pcc_2": 0.5944277191471743,
|
| 299 |
+
"eval_pcc_3": 0.5739655065228793,
|
| 300 |
+
"eval_runtime": 78.9319,
|
| 301 |
+
"eval_samples_per_second": 31.673,
|
| 302 |
+
"eval_steps_per_second": 3.965,
|
| 303 |
+
"step": 4695
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 15.97,
|
| 307 |
+
"learning_rate": 4.675186368477103e-06,
|
| 308 |
+
"loss": 1.1187,
|
| 309 |
+
"step": 5000
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 16.0,
|
| 313 |
+
"eval_loss": 1.9130370616912842,
|
| 314 |
+
"eval_mse_0": 2.178341865539551,
|
| 315 |
+
"eval_mse_1": 1.6698824167251587,
|
| 316 |
+
"eval_mse_2": 1.6499806642532349,
|
| 317 |
+
"eval_mse_3": 2.153940200805664,
|
| 318 |
+
"eval_pcc_0": 0.5579942275030844,
|
| 319 |
+
"eval_pcc_1": 0.6272693234877111,
|
| 320 |
+
"eval_pcc_2": 0.6084272895292195,
|
| 321 |
+
"eval_pcc_3": 0.5719336817026038,
|
| 322 |
+
"eval_runtime": 81.9491,
|
| 323 |
+
"eval_samples_per_second": 30.507,
|
| 324 |
+
"eval_steps_per_second": 3.819,
|
| 325 |
+
"step": 5008
|
| 326 |
+
},
|
| 327 |
+
{
|
| 328 |
+
"epoch": 17.0,
|
| 329 |
+
"eval_loss": 1.6074496507644653,
|
| 330 |
+
"eval_mse_0": 1.8919603824615479,
|
| 331 |
+
"eval_mse_1": 1.3302807807922363,
|
| 332 |
+
"eval_mse_2": 1.3596972227096558,
|
| 333 |
+
"eval_mse_3": 1.8478587865829468,
|
| 334 |
+
"eval_pcc_0": 0.597299763125462,
|
| 335 |
+
"eval_pcc_1": 0.6668495529595398,
|
| 336 |
+
"eval_pcc_2": 0.6552039672875628,
|
| 337 |
+
"eval_pcc_3": 0.6153270760159302,
|
| 338 |
+
"eval_runtime": 80.0364,
|
| 339 |
+
"eval_samples_per_second": 31.236,
|
| 340 |
+
"eval_steps_per_second": 3.911,
|
| 341 |
+
"step": 5321
|
| 342 |
+
},
|
| 343 |
+
{
|
| 344 |
+
"epoch": 17.57,
|
| 345 |
+
"learning_rate": 4.142705005324814e-06,
|
| 346 |
+
"loss": 0.9491,
|
| 347 |
+
"step": 5500
|
| 348 |
+
},
|
| 349 |
+
{
|
| 350 |
+
"epoch": 18.0,
|
| 351 |
+
"eval_loss": 1.7868882417678833,
|
| 352 |
+
"eval_mse_0": 1.9647613763809204,
|
| 353 |
+
"eval_mse_1": 1.6334248781204224,
|
| 354 |
+
"eval_mse_2": 1.5744528770446777,
|
| 355 |
+
"eval_mse_3": 1.974907398223877,
|
| 356 |
+
"eval_pcc_0": 0.6156297820517506,
|
| 357 |
+
"eval_pcc_1": 0.6780416294518247,
|
| 358 |
+
"eval_pcc_2": 0.6689654468548503,
|
| 359 |
+
"eval_pcc_3": 0.633063977509816,
|
| 360 |
+
"eval_runtime": 82.7117,
|
| 361 |
+
"eval_samples_per_second": 30.225,
|
| 362 |
+
"eval_steps_per_second": 3.784,
|
| 363 |
+
"step": 5634
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 19.0,
|
| 367 |
+
"eval_loss": 1.337202787399292,
|
| 368 |
+
"eval_mse_0": 1.4816192388534546,
|
| 369 |
+
"eval_mse_1": 1.1535773277282715,
|
| 370 |
+
"eval_mse_2": 1.219879150390625,
|
| 371 |
+
"eval_mse_3": 1.493733525276184,
|
| 372 |
+
"eval_pcc_0": 0.638296692298356,
|
| 373 |
+
"eval_pcc_1": 0.6998096299263761,
|
| 374 |
+
"eval_pcc_2": 0.6874317395836955,
|
| 375 |
+
"eval_pcc_3": 0.6535524924221894,
|
| 376 |
+
"eval_runtime": 81.932,
|
| 377 |
+
"eval_samples_per_second": 30.513,
|
| 378 |
+
"eval_steps_per_second": 3.82,
|
| 379 |
+
"step": 5947
|
| 380 |
+
},
|
| 381 |
+
{
|
| 382 |
+
"epoch": 19.17,
|
| 383 |
+
"learning_rate": 3.6102236421725247e-06,
|
| 384 |
+
"loss": 0.8358,
|
| 385 |
+
"step": 6000
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 20.0,
|
| 389 |
+
"eval_loss": 1.4399977922439575,
|
| 390 |
+
"eval_mse_0": 1.5797855854034424,
|
| 391 |
+
"eval_mse_1": 1.292953372001648,
|
| 392 |
+
"eval_mse_2": 1.2956798076629639,
|
| 393 |
+
"eval_mse_3": 1.5915740728378296,
|
| 394 |
+
"eval_pcc_0": 0.6484721920851152,
|
| 395 |
+
"eval_pcc_1": 0.7119754179649931,
|
| 396 |
+
"eval_pcc_2": 0.6994822185775005,
|
| 397 |
+
"eval_pcc_3": 0.6662237491610691,
|
| 398 |
+
"eval_runtime": 79.739,
|
| 399 |
+
"eval_samples_per_second": 31.352,
|
| 400 |
+
"eval_steps_per_second": 3.925,
|
| 401 |
+
"step": 6260
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 20.77,
|
| 405 |
+
"learning_rate": 3.0777422790202343e-06,
|
| 406 |
+
"loss": 0.7923,
|
| 407 |
+
"step": 6500
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 21.0,
|
| 411 |
+
"eval_loss": 1.4118120670318604,
|
| 412 |
+
"eval_mse_0": 1.5352882146835327,
|
| 413 |
+
"eval_mse_1": 1.291151523590088,
|
| 414 |
+
"eval_mse_2": 1.2861406803131104,
|
| 415 |
+
"eval_mse_3": 1.5346686840057373,
|
| 416 |
+
"eval_pcc_0": 0.6444365898128716,
|
| 417 |
+
"eval_pcc_1": 0.7046746288473502,
|
| 418 |
+
"eval_pcc_2": 0.6969467728271986,
|
| 419 |
+
"eval_pcc_3": 0.6627901492579492,
|
| 420 |
+
"eval_runtime": 82.6763,
|
| 421 |
+
"eval_samples_per_second": 30.238,
|
| 422 |
+
"eval_steps_per_second": 3.786,
|
| 423 |
+
"step": 6573
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 22.0,
|
| 427 |
+
"eval_loss": 1.4165807962417603,
|
| 428 |
+
"eval_mse_0": 1.5344209671020508,
|
| 429 |
+
"eval_mse_1": 1.301496148109436,
|
| 430 |
+
"eval_mse_2": 1.2942924499511719,
|
| 431 |
+
"eval_mse_3": 1.5361131429672241,
|
| 432 |
+
"eval_pcc_0": 0.6478502495807378,
|
| 433 |
+
"eval_pcc_1": 0.7021935670671989,
|
| 434 |
+
"eval_pcc_2": 0.6943055709151363,
|
| 435 |
+
"eval_pcc_3": 0.6651297319223203,
|
| 436 |
+
"eval_runtime": 82.7328,
|
| 437 |
+
"eval_samples_per_second": 30.218,
|
| 438 |
+
"eval_steps_per_second": 3.783,
|
| 439 |
+
"step": 6886
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"epoch": 22.36,
|
| 443 |
+
"learning_rate": 2.5452609158679447e-06,
|
| 444 |
+
"loss": 0.7227,
|
| 445 |
+
"step": 7000
|
| 446 |
+
},
|
| 447 |
+
{
|
| 448 |
+
"epoch": 23.0,
|
| 449 |
+
"eval_loss": 1.5963358879089355,
|
| 450 |
+
"eval_mse_0": 1.7292169332504272,
|
| 451 |
+
"eval_mse_1": 1.4542899131774902,
|
| 452 |
+
"eval_mse_2": 1.4363560676574707,
|
| 453 |
+
"eval_mse_3": 1.7654781341552734,
|
| 454 |
+
"eval_pcc_0": 0.6482263611110538,
|
| 455 |
+
"eval_pcc_1": 0.7075100695430004,
|
| 456 |
+
"eval_pcc_2": 0.6979058600008807,
|
| 457 |
+
"eval_pcc_3": 0.6644768621444532,
|
| 458 |
+
"eval_runtime": 82.4658,
|
| 459 |
+
"eval_samples_per_second": 30.316,
|
| 460 |
+
"eval_steps_per_second": 3.796,
|
| 461 |
+
"step": 7199
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 23.96,
|
| 465 |
+
"learning_rate": 2.012779552715655e-06,
|
| 466 |
+
"loss": 0.6829,
|
| 467 |
+
"step": 7500
|
| 468 |
+
},
|
| 469 |
+
{
|
| 470 |
+
"epoch": 24.0,
|
| 471 |
+
"eval_loss": 1.3766905069351196,
|
| 472 |
+
"eval_mse_0": 1.5656373500823975,
|
| 473 |
+
"eval_mse_1": 1.2052652835845947,
|
| 474 |
+
"eval_mse_2": 1.1851451396942139,
|
| 475 |
+
"eval_mse_3": 1.5507147312164307,
|
| 476 |
+
"eval_pcc_0": 0.6461537971698977,
|
| 477 |
+
"eval_pcc_1": 0.7120476158223292,
|
| 478 |
+
"eval_pcc_2": 0.7030815909981974,
|
| 479 |
+
"eval_pcc_3": 0.6644253680736557,
|
| 480 |
+
"eval_runtime": 80.0167,
|
| 481 |
+
"eval_samples_per_second": 31.243,
|
| 482 |
+
"eval_steps_per_second": 3.912,
|
| 483 |
+
"step": 7512
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 25.0,
|
| 487 |
+
"eval_loss": 1.2875558137893677,
|
| 488 |
+
"eval_mse_0": 1.4692542552947998,
|
| 489 |
+
"eval_mse_1": 1.1118642091751099,
|
| 490 |
+
"eval_mse_2": 1.135433316230774,
|
| 491 |
+
"eval_mse_3": 1.4336708784103394,
|
| 492 |
+
"eval_pcc_0": 0.6468156652736586,
|
| 493 |
+
"eval_pcc_1": 0.7129164331395401,
|
| 494 |
+
"eval_pcc_2": 0.7048269298340015,
|
| 495 |
+
"eval_pcc_3": 0.6674328630441467,
|
| 496 |
+
"eval_runtime": 82.1133,
|
| 497 |
+
"eval_samples_per_second": 30.446,
|
| 498 |
+
"eval_steps_per_second": 3.812,
|
| 499 |
+
"step": 7825
|
| 500 |
+
},
|
| 501 |
+
{
|
| 502 |
+
"epoch": 25.56,
|
| 503 |
+
"learning_rate": 1.4802981895633654e-06,
|
| 504 |
+
"loss": 0.6746,
|
| 505 |
+
"step": 8000
|
| 506 |
+
},
|
| 507 |
+
{
|
| 508 |
+
"epoch": 26.0,
|
| 509 |
+
"eval_loss": 1.3053975105285645,
|
| 510 |
+
"eval_mse_0": 1.4861268997192383,
|
| 511 |
+
"eval_mse_1": 1.1346557140350342,
|
| 512 |
+
"eval_mse_2": 1.1497551202774048,
|
| 513 |
+
"eval_mse_3": 1.4510506391525269,
|
| 514 |
+
"eval_pcc_0": 0.6477756812560374,
|
| 515 |
+
"eval_pcc_1": 0.7114603340531515,
|
| 516 |
+
"eval_pcc_2": 0.7030150838501767,
|
| 517 |
+
"eval_pcc_3": 0.6671644435984132,
|
| 518 |
+
"eval_runtime": 78.9888,
|
| 519 |
+
"eval_samples_per_second": 31.65,
|
| 520 |
+
"eval_steps_per_second": 3.963,
|
| 521 |
+
"step": 8138
|
| 522 |
+
},
|
| 523 |
+
{
|
| 524 |
+
"epoch": 27.0,
|
| 525 |
+
"eval_loss": 1.3379768133163452,
|
| 526 |
+
"eval_mse_0": 1.4858877658843994,
|
| 527 |
+
"eval_mse_1": 1.180542230606079,
|
| 528 |
+
"eval_mse_2": 1.2116813659667969,
|
| 529 |
+
"eval_mse_3": 1.47379732131958,
|
| 530 |
+
"eval_pcc_0": 0.6542061095859308,
|
| 531 |
+
"eval_pcc_1": 0.7155154162905609,
|
| 532 |
+
"eval_pcc_2": 0.706551301166953,
|
| 533 |
+
"eval_pcc_3": 0.6729757417797781,
|
| 534 |
+
"eval_runtime": 81.4176,
|
| 535 |
+
"eval_samples_per_second": 30.706,
|
| 536 |
+
"eval_steps_per_second": 3.844,
|
| 537 |
+
"step": 8451
|
| 538 |
+
},
|
| 539 |
+
{
|
| 540 |
+
"epoch": 27.16,
|
| 541 |
+
"learning_rate": 9.478168264110757e-07,
|
| 542 |
+
"loss": 0.6361,
|
| 543 |
+
"step": 8500
|
| 544 |
+
},
|
| 545 |
+
{
|
| 546 |
+
"epoch": 28.0,
|
| 547 |
+
"eval_loss": 1.351554274559021,
|
| 548 |
+
"eval_mse_0": 1.5016231536865234,
|
| 549 |
+
"eval_mse_1": 1.2052385807037354,
|
| 550 |
+
"eval_mse_2": 1.2153047323226929,
|
| 551 |
+
"eval_mse_3": 1.4840492010116577,
|
| 552 |
+
"eval_pcc_0": 0.6521909416785486,
|
| 553 |
+
"eval_pcc_1": 0.7154552698020857,
|
| 554 |
+
"eval_pcc_2": 0.7074055498876936,
|
| 555 |
+
"eval_pcc_3": 0.6718916251749102,
|
| 556 |
+
"eval_runtime": 82.3354,
|
| 557 |
+
"eval_samples_per_second": 30.364,
|
| 558 |
+
"eval_steps_per_second": 3.802,
|
| 559 |
+
"step": 8764
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 28.75,
|
| 563 |
+
"learning_rate": 4.1533546325878595e-07,
|
| 564 |
+
"loss": 0.6243,
|
| 565 |
+
"step": 9000
|
| 566 |
+
},
|
| 567 |
+
{
|
| 568 |
+
"epoch": 29.0,
|
| 569 |
+
"eval_loss": 1.2922722101211548,
|
| 570 |
+
"eval_mse_0": 1.4539176225662231,
|
| 571 |
+
"eval_mse_1": 1.1395305395126343,
|
| 572 |
+
"eval_mse_2": 1.157889485359192,
|
| 573 |
+
"eval_mse_3": 1.4177502393722534,
|
| 574 |
+
"eval_pcc_0": 0.6517140161909376,
|
| 575 |
+
"eval_pcc_1": 0.7145299531954501,
|
| 576 |
+
"eval_pcc_2": 0.7071485913084634,
|
| 577 |
+
"eval_pcc_3": 0.6723929875453085,
|
| 578 |
+
"eval_runtime": 81.6858,
|
| 579 |
+
"eval_samples_per_second": 30.605,
|
| 580 |
+
"eval_steps_per_second": 3.832,
|
| 581 |
+
"step": 9077
|
| 582 |
+
},
|
| 583 |
+
{
|
| 584 |
+
"epoch": 30.0,
|
| 585 |
+
"eval_loss": 1.2915236949920654,
|
| 586 |
+
"eval_mse_0": 1.4511040449142456,
|
| 587 |
+
"eval_mse_1": 1.1379014253616333,
|
| 588 |
+
"eval_mse_2": 1.1559253931045532,
|
| 589 |
+
"eval_mse_3": 1.421162486076355,
|
| 590 |
+
"eval_pcc_0": 0.652658748820178,
|
| 591 |
+
"eval_pcc_1": 0.71581858722613,
|
| 592 |
+
"eval_pcc_2": 0.7078752033862611,
|
| 593 |
+
"eval_pcc_3": 0.673185681399184,
|
| 594 |
+
"eval_runtime": 80.4871,
|
| 595 |
+
"eval_samples_per_second": 31.061,
|
| 596 |
+
"eval_steps_per_second": 3.889,
|
| 597 |
+
"step": 9390
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 30.0,
|
| 601 |
+
"step": 9390,
|
| 602 |
+
"total_flos": 0.0,
|
| 603 |
+
"train_loss": 7.420602834618257,
|
| 604 |
+
"train_runtime": 5910.9352,
|
| 605 |
+
"train_samples_per_second": 12.688,
|
| 606 |
+
"train_steps_per_second": 1.589
|
| 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/11_wavlm-base-plus/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:43ff78ff59d0db5d50128b58c2d8368d3915a34146f41d2f05d5fe5687d9a2e1
|
| 3 |
+
size 4792
|