Upload folder using huggingface_hub
#41
by
haeylee
- opened
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/all_results.json +21 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/args.json +11 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/eval_results.json +16 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/finetuned_pytorch_model.bin +3 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/model.safetensors +3 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/model_weights.pt +3 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/preprocessor_config.json +9 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/train_results.json +8 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/trainer_args.json +1 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/trainer_state.json +618 -0
- wav2vec2/ctc/05_wav2vec2-xls-r-300m/training_args.bin +3 -0
wav2vec2/ctc/05_wav2vec2-xls-r-300m/all_results.json
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 1.207377552986145,
|
| 4 |
+
"eval_mse_0": 1.383621096611023,
|
| 5 |
+
"eval_mse_1": 1.0227596759796143,
|
| 6 |
+
"eval_mse_2": 1.0722577571868896,
|
| 7 |
+
"eval_mse_3": 1.3508676290512085,
|
| 8 |
+
"eval_pcc_0": 0.6492893725954768,
|
| 9 |
+
"eval_pcc_1": 0.7047307122301355,
|
| 10 |
+
"eval_pcc_2": 0.6919477211029743,
|
| 11 |
+
"eval_pcc_3": 0.6631503671275302,
|
| 12 |
+
"eval_runtime": 119.4057,
|
| 13 |
+
"eval_samples": 2500,
|
| 14 |
+
"eval_samples_per_second": 20.937,
|
| 15 |
+
"eval_steps_per_second": 2.621,
|
| 16 |
+
"train_loss": 4.614258646127134,
|
| 17 |
+
"train_runtime": 10767.5202,
|
| 18 |
+
"train_samples": 2500,
|
| 19 |
+
"train_samples_per_second": 6.965,
|
| 20 |
+
"train_steps_per_second": 0.872
|
| 21 |
+
}
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/args.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"batch_size": 4,
|
| 3 |
+
"model_name": "facebook/wav2vec2-xls-r-300m",
|
| 4 |
+
"learning_rate": 1e-05,
|
| 5 |
+
"num_train_epochs": 30,
|
| 6 |
+
"save_dir": "./ctc/model_saved",
|
| 7 |
+
"freeze_feature_extractor": false,
|
| 8 |
+
"exp_name": "facebook/wav2vec2-xls-r-300m_lr1e-05_epochs30_batch4",
|
| 9 |
+
"save_dir_path": "./ctc/model_saved/facebook/wav2vec2-xls-r-300m_lr1e-05_epochs30_batch4",
|
| 10 |
+
"save_log_path": "./ctc/model_saved/logs/facebook/wav2vec2-xls-r-300m_lr1e-05_epochs30_batch4"
|
| 11 |
+
}
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/eval_results.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"eval_loss": 1.207377552986145,
|
| 4 |
+
"eval_mse_0": 1.383621096611023,
|
| 5 |
+
"eval_mse_1": 1.0227596759796143,
|
| 6 |
+
"eval_mse_2": 1.0722577571868896,
|
| 7 |
+
"eval_mse_3": 1.3508676290512085,
|
| 8 |
+
"eval_pcc_0": 0.6492893725954768,
|
| 9 |
+
"eval_pcc_1": 0.7047307122301355,
|
| 10 |
+
"eval_pcc_2": 0.6919477211029743,
|
| 11 |
+
"eval_pcc_3": 0.6631503671275302,
|
| 12 |
+
"eval_runtime": 119.4057,
|
| 13 |
+
"eval_samples": 2500,
|
| 14 |
+
"eval_samples_per_second": 20.937,
|
| 15 |
+
"eval_steps_per_second": 2.621
|
| 16 |
+
}
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/finetuned_pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b1a17c5cfbeb4f414a75c5c473db1b1c485c3b158ba0af612ed850a1b32609c7
|
| 3 |
+
size 1262065982
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1c5f5b299896546594f5a3ed6417cb81df35b9d76a0885b4c486a574fb664143
|
| 3 |
+
size 1261941904
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/model_weights.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:790cf76b89285b6b1f483083440146af6b07f8ec3d3a6c5eb3b855b43bf9bee0
|
| 3 |
+
size 1262061618
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/preprocessor_config.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"padding_side": "right",
|
| 6 |
+
"padding_value": 0,
|
| 7 |
+
"return_attention_mask": true,
|
| 8 |
+
"sampling_rate": 16000
|
| 9 |
+
}
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 30.0,
|
| 3 |
+
"train_loss": 4.614258646127134,
|
| 4 |
+
"train_runtime": 10767.5202,
|
| 5 |
+
"train_samples": 2500,
|
| 6 |
+
"train_samples_per_second": 6.965,
|
| 7 |
+
"train_steps_per_second": 0.872
|
| 8 |
+
}
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/trainer_args.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"output_dir": "./ctc/model_saved/facebook/wav2vec2-xls-r-300m_lr1e-05_epochs30_batch4", "overwrite_output_dir": false, "do_train": false, "do_eval": true, "do_predict": false, "evaluation_strategy": "epoch", "prediction_loss_only": false, "per_device_train_batch_size": 4, "per_device_eval_batch_size": 4, "per_gpu_train_batch_size": null, "per_gpu_eval_batch_size": null, "gradient_accumulation_steps": 1, "eval_accumulation_steps": null, "eval_delay": 0, "learning_rate": 1e-05, "weight_decay": 0.0, "adam_beta1": 0.9, "adam_beta2": 0.999, "adam_epsilon": 1e-08, "max_grad_norm": 1.0, "num_train_epochs": 30, "max_steps": -1, "lr_scheduler_type": "linear", "lr_scheduler_kwargs": {}, "warmup_ratio": 0.0, "warmup_steps": 0, "log_level": "info", "log_level_replica": "warning", "log_on_each_node": true, "logging_dir": "./ctc/model_saved/logs/facebook/wav2vec2-xls-r-300m_lr1e-05_epochs30_batch4", "logging_strategy": "steps", "logging_first_step": false, "logging_steps": 500, "logging_nan_inf_filter": true, "save_strategy": "epoch", "save_steps": 500, "save_total_limit": 3, "save_safetensors": true, "save_on_each_node": false, "save_only_model": false, "no_cuda": false, "use_cpu": false, "use_mps_device": false, "seed": 42, "data_seed": null, "jit_mode_eval": false, "use_ipex": false, "bf16": false, "fp16": false, "fp16_opt_level": "O1", "half_precision_backend": "auto", "bf16_full_eval": false, "fp16_full_eval": false, "tf32": null, "local_rank": 0, "ddp_backend": null, "tpu_num_cores": null, "tpu_metrics_debug": false, "debug": [], "dataloader_drop_last": false, "eval_steps": null, "dataloader_num_workers": 0, "past_index": -1, "run_name": "./ctc/model_saved/facebook/wav2vec2-xls-r-300m_lr1e-05_epochs30_batch4", "disable_tqdm": false, "remove_unused_columns": true, "label_names": null, "load_best_model_at_end": false, "metric_for_best_model": null, "greater_is_better": null, "ignore_data_skip": false, "fsdp": [], "fsdp_min_num_params": 0, "fsdp_config": {"min_num_params": 0, "xla": false, "xla_fsdp_grad_ckpt": false}, "fsdp_transformer_layer_cls_to_wrap": null, "deepspeed": null, "label_smoothing_factor": 0.0, "optim": "adamw_torch", "optim_args": null, "adafactor": false, "group_by_length": false, "length_column_name": "length", "report_to": ["tensorboard"], "ddp_find_unused_parameters": null, "ddp_bucket_cap_mb": null, "ddp_broadcast_buffers": null, "dataloader_pin_memory": true, "dataloader_persistent_workers": false, "skip_memory_metrics": true, "use_legacy_prediction_loop": false, "push_to_hub": false, "resume_from_checkpoint": null, "hub_model_id": null, "hub_strategy": "every_save", "hub_token": "<HUB_TOKEN>", "hub_private_repo": false, "hub_always_push": false, "gradient_checkpointing": false, "gradient_checkpointing_kwargs": null, "include_inputs_for_metrics": false, "fp16_backend": "auto", "push_to_hub_model_id": null, "push_to_hub_organization": null, "push_to_hub_token": "<PUSH_TO_HUB_TOKEN>", "mp_parameters": "", "auto_find_batch_size": false, "full_determinism": false, "torchdynamo": null, "ray_scope": "last", "ddp_timeout": 1800, "torch_compile": false, "torch_compile_backend": null, "torch_compile_mode": null, "dispatch_batches": null, "split_batches": false, "include_tokens_per_second": false, "include_num_input_tokens_seen": false, "neftune_noise_alpha": null}
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/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": 35.253448486328125,
|
| 14 |
+
"eval_mse_0": 27.93633460998535,
|
| 15 |
+
"eval_mse_1": 40.281654357910156,
|
| 16 |
+
"eval_mse_2": 37.096221923828125,
|
| 17 |
+
"eval_mse_3": 35.69955825805664,
|
| 18 |
+
"eval_pcc_0": -0.12943421939487107,
|
| 19 |
+
"eval_pcc_1": 0.11087851067313088,
|
| 20 |
+
"eval_pcc_2": -0.01677494886701865,
|
| 21 |
+
"eval_pcc_3": -0.06531007486316416,
|
| 22 |
+
"eval_runtime": 125.3927,
|
| 23 |
+
"eval_samples_per_second": 19.937,
|
| 24 |
+
"eval_steps_per_second": 2.496,
|
| 25 |
+
"step": 313
|
| 26 |
+
},
|
| 27 |
+
{
|
| 28 |
+
"epoch": 1.6,
|
| 29 |
+
"learning_rate": 9.467518636847711e-06,
|
| 30 |
+
"loss": 39.9026,
|
| 31 |
+
"step": 500
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 2.0,
|
| 35 |
+
"eval_loss": 24.858530044555664,
|
| 36 |
+
"eval_mse_0": 16.21411895751953,
|
| 37 |
+
"eval_mse_1": 29.686359405517578,
|
| 38 |
+
"eval_mse_2": 26.701322555541992,
|
| 39 |
+
"eval_mse_3": 26.832250595092773,
|
| 40 |
+
"eval_pcc_0": -0.12953277782821082,
|
| 41 |
+
"eval_pcc_1": 0.15263354753596575,
|
| 42 |
+
"eval_pcc_2": -0.012667331337741387,
|
| 43 |
+
"eval_pcc_3": -0.1740250623680245,
|
| 44 |
+
"eval_runtime": 119.1615,
|
| 45 |
+
"eval_samples_per_second": 20.98,
|
| 46 |
+
"eval_steps_per_second": 2.627,
|
| 47 |
+
"step": 626
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"epoch": 3.0,
|
| 51 |
+
"eval_loss": 15.985442161560059,
|
| 52 |
+
"eval_mse_0": 8.285962104797363,
|
| 53 |
+
"eval_mse_1": 19.734556198120117,
|
| 54 |
+
"eval_mse_2": 17.5140323638916,
|
| 55 |
+
"eval_mse_3": 18.40717124938965,
|
| 56 |
+
"eval_pcc_0": -0.046687682567983446,
|
| 57 |
+
"eval_pcc_1": 0.2051045936246996,
|
| 58 |
+
"eval_pcc_2": -0.026585957250347247,
|
| 59 |
+
"eval_pcc_3": -0.17914015544544384,
|
| 60 |
+
"eval_runtime": 120.0286,
|
| 61 |
+
"eval_samples_per_second": 20.828,
|
| 62 |
+
"eval_steps_per_second": 2.608,
|
| 63 |
+
"step": 939
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 3.19,
|
| 67 |
+
"learning_rate": 8.935037273695422e-06,
|
| 68 |
+
"loss": 21.5881,
|
| 69 |
+
"step": 1000
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 4.0,
|
| 73 |
+
"eval_loss": 9.054893493652344,
|
| 74 |
+
"eval_mse_0": 4.047198295593262,
|
| 75 |
+
"eval_mse_1": 11.194503784179688,
|
| 76 |
+
"eval_mse_2": 9.912358283996582,
|
| 77 |
+
"eval_mse_3": 11.065492630004883,
|
| 78 |
+
"eval_pcc_0": 0.028015550873066734,
|
| 79 |
+
"eval_pcc_1": 0.20084089515908607,
|
| 80 |
+
"eval_pcc_2": -0.09479908506417078,
|
| 81 |
+
"eval_pcc_3": -0.23376913241158687,
|
| 82 |
+
"eval_runtime": 124.6145,
|
| 83 |
+
"eval_samples_per_second": 20.062,
|
| 84 |
+
"eval_steps_per_second": 2.512,
|
| 85 |
+
"step": 1252
|
| 86 |
+
},
|
| 87 |
+
{
|
| 88 |
+
"epoch": 4.79,
|
| 89 |
+
"learning_rate": 8.402555910543132e-06,
|
| 90 |
+
"loss": 9.6588,
|
| 91 |
+
"step": 1500
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 5.0,
|
| 95 |
+
"eval_loss": 4.534116268157959,
|
| 96 |
+
"eval_mse_0": 2.5608792304992676,
|
| 97 |
+
"eval_mse_1": 5.271782875061035,
|
| 98 |
+
"eval_mse_2": 4.763275623321533,
|
| 99 |
+
"eval_mse_3": 5.540524482727051,
|
| 100 |
+
"eval_pcc_0": 0.18326387925089216,
|
| 101 |
+
"eval_pcc_1": 0.29440170760540424,
|
| 102 |
+
"eval_pcc_2": -0.023020681634067185,
|
| 103 |
+
"eval_pcc_3": -0.18361875818361142,
|
| 104 |
+
"eval_runtime": 123.2269,
|
| 105 |
+
"eval_samples_per_second": 20.288,
|
| 106 |
+
"eval_steps_per_second": 2.54,
|
| 107 |
+
"step": 1565
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 6.0,
|
| 111 |
+
"eval_loss": 3.9766886234283447,
|
| 112 |
+
"eval_mse_0": 3.775294065475464,
|
| 113 |
+
"eval_mse_1": 4.050389289855957,
|
| 114 |
+
"eval_mse_2": 3.85265851020813,
|
| 115 |
+
"eval_mse_3": 4.228421688079834,
|
| 116 |
+
"eval_pcc_0": 0.10950709526046151,
|
| 117 |
+
"eval_pcc_1": 0.17878205237621464,
|
| 118 |
+
"eval_pcc_2": 0.15411864066632502,
|
| 119 |
+
"eval_pcc_3": 0.11296732255791778,
|
| 120 |
+
"eval_runtime": 123.3863,
|
| 121 |
+
"eval_samples_per_second": 20.262,
|
| 122 |
+
"eval_steps_per_second": 2.537,
|
| 123 |
+
"step": 1878
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 6.39,
|
| 127 |
+
"learning_rate": 7.870074547390843e-06,
|
| 128 |
+
"loss": 3.4997,
|
| 129 |
+
"step": 2000
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 7.0,
|
| 133 |
+
"eval_loss": 1.9719064235687256,
|
| 134 |
+
"eval_mse_0": 2.0252020359039307,
|
| 135 |
+
"eval_mse_1": 1.9209357500076294,
|
| 136 |
+
"eval_mse_2": 1.8631107807159424,
|
| 137 |
+
"eval_mse_3": 2.078376054763794,
|
| 138 |
+
"eval_pcc_0": 0.4697406407291476,
|
| 139 |
+
"eval_pcc_1": 0.4714825247758767,
|
| 140 |
+
"eval_pcc_2": 0.46683720988296845,
|
| 141 |
+
"eval_pcc_3": 0.47567376150906243,
|
| 142 |
+
"eval_runtime": 123.8915,
|
| 143 |
+
"eval_samples_per_second": 20.179,
|
| 144 |
+
"eval_steps_per_second": 2.526,
|
| 145 |
+
"step": 2191
|
| 146 |
+
},
|
| 147 |
+
{
|
| 148 |
+
"epoch": 7.99,
|
| 149 |
+
"learning_rate": 7.337593184238552e-06,
|
| 150 |
+
"loss": 1.5435,
|
| 151 |
+
"step": 2500
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 8.0,
|
| 155 |
+
"eval_loss": 1.7928707599639893,
|
| 156 |
+
"eval_mse_0": 1.9913127422332764,
|
| 157 |
+
"eval_mse_1": 1.6557341814041138,
|
| 158 |
+
"eval_mse_2": 1.6641719341278076,
|
| 159 |
+
"eval_mse_3": 1.8602606058120728,
|
| 160 |
+
"eval_pcc_0": 0.49067170864681886,
|
| 161 |
+
"eval_pcc_1": 0.48233546636694913,
|
| 162 |
+
"eval_pcc_2": 0.47482439405251997,
|
| 163 |
+
"eval_pcc_3": 0.48934525150382063,
|
| 164 |
+
"eval_runtime": 123.1617,
|
| 165 |
+
"eval_samples_per_second": 20.299,
|
| 166 |
+
"eval_steps_per_second": 2.541,
|
| 167 |
+
"step": 2504
|
| 168 |
+
},
|
| 169 |
+
{
|
| 170 |
+
"epoch": 9.0,
|
| 171 |
+
"eval_loss": 1.7764745950698853,
|
| 172 |
+
"eval_mse_0": 1.91068434715271,
|
| 173 |
+
"eval_mse_1": 1.6419528722763062,
|
| 174 |
+
"eval_mse_2": 1.6560568809509277,
|
| 175 |
+
"eval_mse_3": 1.8972089290618896,
|
| 176 |
+
"eval_pcc_0": 0.4966193508589803,
|
| 177 |
+
"eval_pcc_1": 0.4926786631014638,
|
| 178 |
+
"eval_pcc_2": 0.4863374398117205,
|
| 179 |
+
"eval_pcc_3": 0.49518858002390853,
|
| 180 |
+
"eval_runtime": 118.3567,
|
| 181 |
+
"eval_samples_per_second": 21.123,
|
| 182 |
+
"eval_steps_per_second": 2.645,
|
| 183 |
+
"step": 2817
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 9.58,
|
| 187 |
+
"learning_rate": 6.805111821086262e-06,
|
| 188 |
+
"loss": 1.1265,
|
| 189 |
+
"step": 3000
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 10.0,
|
| 193 |
+
"eval_loss": 1.501739263534546,
|
| 194 |
+
"eval_mse_0": 1.6362265348434448,
|
| 195 |
+
"eval_mse_1": 1.361143708229065,
|
| 196 |
+
"eval_mse_2": 1.3952668905258179,
|
| 197 |
+
"eval_mse_3": 1.614320158958435,
|
| 198 |
+
"eval_pcc_0": 0.5806262984037475,
|
| 199 |
+
"eval_pcc_1": 0.5939864858919732,
|
| 200 |
+
"eval_pcc_2": 0.5797502168628982,
|
| 201 |
+
"eval_pcc_3": 0.5833515543731059,
|
| 202 |
+
"eval_runtime": 117.2862,
|
| 203 |
+
"eval_samples_per_second": 21.315,
|
| 204 |
+
"eval_steps_per_second": 2.669,
|
| 205 |
+
"step": 3130
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 11.0,
|
| 209 |
+
"eval_loss": 1.3959943056106567,
|
| 210 |
+
"eval_mse_0": 1.5413020849227905,
|
| 211 |
+
"eval_mse_1": 1.2384960651397705,
|
| 212 |
+
"eval_mse_2": 1.28584885597229,
|
| 213 |
+
"eval_mse_3": 1.5183273553848267,
|
| 214 |
+
"eval_pcc_0": 0.6110165037907326,
|
| 215 |
+
"eval_pcc_1": 0.6366207620213354,
|
| 216 |
+
"eval_pcc_2": 0.6233864115342613,
|
| 217 |
+
"eval_pcc_3": 0.6147175651996913,
|
| 218 |
+
"eval_runtime": 122.9223,
|
| 219 |
+
"eval_samples_per_second": 20.338,
|
| 220 |
+
"eval_steps_per_second": 2.546,
|
| 221 |
+
"step": 3443
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 11.18,
|
| 225 |
+
"learning_rate": 6.272630457933972e-06,
|
| 226 |
+
"loss": 0.9846,
|
| 227 |
+
"step": 3500
|
| 228 |
+
},
|
| 229 |
+
{
|
| 230 |
+
"epoch": 12.0,
|
| 231 |
+
"eval_loss": 1.2620220184326172,
|
| 232 |
+
"eval_mse_0": 1.4125484228134155,
|
| 233 |
+
"eval_mse_1": 1.0894999504089355,
|
| 234 |
+
"eval_mse_2": 1.1511507034301758,
|
| 235 |
+
"eval_mse_3": 1.3948848247528076,
|
| 236 |
+
"eval_pcc_0": 0.6386613163271186,
|
| 237 |
+
"eval_pcc_1": 0.6823474627630972,
|
| 238 |
+
"eval_pcc_2": 0.6630484829779204,
|
| 239 |
+
"eval_pcc_3": 0.6485774820429591,
|
| 240 |
+
"eval_runtime": 123.5626,
|
| 241 |
+
"eval_samples_per_second": 20.233,
|
| 242 |
+
"eval_steps_per_second": 2.533,
|
| 243 |
+
"step": 3756
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 12.78,
|
| 247 |
+
"learning_rate": 5.7401490947816826e-06,
|
| 248 |
+
"loss": 0.922,
|
| 249 |
+
"step": 4000
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 13.0,
|
| 253 |
+
"eval_loss": 1.2597845792770386,
|
| 254 |
+
"eval_mse_0": 1.4059348106384277,
|
| 255 |
+
"eval_mse_1": 1.0759116411209106,
|
| 256 |
+
"eval_mse_2": 1.1540552377700806,
|
| 257 |
+
"eval_mse_3": 1.403237223625183,
|
| 258 |
+
"eval_pcc_0": 0.6445167475467969,
|
| 259 |
+
"eval_pcc_1": 0.6877805024993177,
|
| 260 |
+
"eval_pcc_2": 0.6675128211257984,
|
| 261 |
+
"eval_pcc_3": 0.6496152231146246,
|
| 262 |
+
"eval_runtime": 124.9289,
|
| 263 |
+
"eval_samples_per_second": 20.011,
|
| 264 |
+
"eval_steps_per_second": 2.505,
|
| 265 |
+
"step": 4069
|
| 266 |
+
},
|
| 267 |
+
{
|
| 268 |
+
"epoch": 14.0,
|
| 269 |
+
"eval_loss": 1.286251187324524,
|
| 270 |
+
"eval_mse_0": 1.466301441192627,
|
| 271 |
+
"eval_mse_1": 1.1047468185424805,
|
| 272 |
+
"eval_mse_2": 1.1404074430465698,
|
| 273 |
+
"eval_mse_3": 1.4335484504699707,
|
| 274 |
+
"eval_pcc_0": 0.6362665135071693,
|
| 275 |
+
"eval_pcc_1": 0.6924939693575668,
|
| 276 |
+
"eval_pcc_2": 0.6764887019377555,
|
| 277 |
+
"eval_pcc_3": 0.6482415782472952,
|
| 278 |
+
"eval_runtime": 120.8305,
|
| 279 |
+
"eval_samples_per_second": 20.69,
|
| 280 |
+
"eval_steps_per_second": 2.59,
|
| 281 |
+
"step": 4382
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 14.38,
|
| 285 |
+
"learning_rate": 5.207667731629393e-06,
|
| 286 |
+
"loss": 0.8126,
|
| 287 |
+
"step": 4500
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 15.0,
|
| 291 |
+
"eval_loss": 1.1709247827529907,
|
| 292 |
+
"eval_mse_0": 1.3320404291152954,
|
| 293 |
+
"eval_mse_1": 0.9946478605270386,
|
| 294 |
+
"eval_mse_2": 1.050872564315796,
|
| 295 |
+
"eval_mse_3": 1.3061367273330688,
|
| 296 |
+
"eval_pcc_0": 0.6633085453601341,
|
| 297 |
+
"eval_pcc_1": 0.7144007675516612,
|
| 298 |
+
"eval_pcc_2": 0.699356776928208,
|
| 299 |
+
"eval_pcc_3": 0.6753245217035396,
|
| 300 |
+
"eval_runtime": 121.0479,
|
| 301 |
+
"eval_samples_per_second": 20.653,
|
| 302 |
+
"eval_steps_per_second": 2.586,
|
| 303 |
+
"step": 4695
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 15.97,
|
| 307 |
+
"learning_rate": 4.675186368477103e-06,
|
| 308 |
+
"loss": 0.7783,
|
| 309 |
+
"step": 5000
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 16.0,
|
| 313 |
+
"eval_loss": 1.2495259046554565,
|
| 314 |
+
"eval_mse_0": 1.4424058198928833,
|
| 315 |
+
"eval_mse_1": 1.0512551069259644,
|
| 316 |
+
"eval_mse_2": 1.1075762510299683,
|
| 317 |
+
"eval_mse_3": 1.3968638181686401,
|
| 318 |
+
"eval_pcc_0": 0.6352550449549746,
|
| 319 |
+
"eval_pcc_1": 0.6967280653723789,
|
| 320 |
+
"eval_pcc_2": 0.6792741476546669,
|
| 321 |
+
"eval_pcc_3": 0.64945214920132,
|
| 322 |
+
"eval_runtime": 121.0064,
|
| 323 |
+
"eval_samples_per_second": 20.66,
|
| 324 |
+
"eval_steps_per_second": 2.587,
|
| 325 |
+
"step": 5008
|
| 326 |
+
},
|
| 327 |
+
{
|
| 328 |
+
"epoch": 17.0,
|
| 329 |
+
"eval_loss": 1.4459205865859985,
|
| 330 |
+
"eval_mse_0": 1.6440175771713257,
|
| 331 |
+
"eval_mse_1": 1.267660140991211,
|
| 332 |
+
"eval_mse_2": 1.279537558555603,
|
| 333 |
+
"eval_mse_3": 1.592469334602356,
|
| 334 |
+
"eval_pcc_0": 0.6292826434289844,
|
| 335 |
+
"eval_pcc_1": 0.6901424064792703,
|
| 336 |
+
"eval_pcc_2": 0.6738298495150237,
|
| 337 |
+
"eval_pcc_3": 0.6447228899623312,
|
| 338 |
+
"eval_runtime": 114.6109,
|
| 339 |
+
"eval_samples_per_second": 21.813,
|
| 340 |
+
"eval_steps_per_second": 2.731,
|
| 341 |
+
"step": 5321
|
| 342 |
+
},
|
| 343 |
+
{
|
| 344 |
+
"epoch": 17.57,
|
| 345 |
+
"learning_rate": 4.142705005324814e-06,
|
| 346 |
+
"loss": 0.7406,
|
| 347 |
+
"step": 5500
|
| 348 |
+
},
|
| 349 |
+
{
|
| 350 |
+
"epoch": 18.0,
|
| 351 |
+
"eval_loss": 1.2125182151794434,
|
| 352 |
+
"eval_mse_0": 1.3871902227401733,
|
| 353 |
+
"eval_mse_1": 1.0241502523422241,
|
| 354 |
+
"eval_mse_2": 1.084183692932129,
|
| 355 |
+
"eval_mse_3": 1.3545498847961426,
|
| 356 |
+
"eval_pcc_0": 0.648592932654662,
|
| 357 |
+
"eval_pcc_1": 0.7049778702998659,
|
| 358 |
+
"eval_pcc_2": 0.6896955826045925,
|
| 359 |
+
"eval_pcc_3": 0.6621401050383381,
|
| 360 |
+
"eval_runtime": 119.8271,
|
| 361 |
+
"eval_samples_per_second": 20.863,
|
| 362 |
+
"eval_steps_per_second": 2.612,
|
| 363 |
+
"step": 5634
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 19.0,
|
| 367 |
+
"eval_loss": 1.2266896963119507,
|
| 368 |
+
"eval_mse_0": 1.3873472213745117,
|
| 369 |
+
"eval_mse_1": 1.039366364479065,
|
| 370 |
+
"eval_mse_2": 1.1103386878967285,
|
| 371 |
+
"eval_mse_3": 1.369706630706787,
|
| 372 |
+
"eval_pcc_0": 0.6531011068847803,
|
| 373 |
+
"eval_pcc_1": 0.7109674417540542,
|
| 374 |
+
"eval_pcc_2": 0.6965897285366162,
|
| 375 |
+
"eval_pcc_3": 0.6668592560212646,
|
| 376 |
+
"eval_runtime": 120.6159,
|
| 377 |
+
"eval_samples_per_second": 20.727,
|
| 378 |
+
"eval_steps_per_second": 2.595,
|
| 379 |
+
"step": 5947
|
| 380 |
+
},
|
| 381 |
+
{
|
| 382 |
+
"epoch": 19.17,
|
| 383 |
+
"learning_rate": 3.6102236421725247e-06,
|
| 384 |
+
"loss": 0.727,
|
| 385 |
+
"step": 6000
|
| 386 |
+
},
|
| 387 |
+
{
|
| 388 |
+
"epoch": 20.0,
|
| 389 |
+
"eval_loss": 1.2268439531326294,
|
| 390 |
+
"eval_mse_0": 1.396562933921814,
|
| 391 |
+
"eval_mse_1": 1.057541847229004,
|
| 392 |
+
"eval_mse_2": 1.0942394733428955,
|
| 393 |
+
"eval_mse_3": 1.359034538269043,
|
| 394 |
+
"eval_pcc_0": 0.6507776199758031,
|
| 395 |
+
"eval_pcc_1": 0.7003761762305559,
|
| 396 |
+
"eval_pcc_2": 0.6872739839173044,
|
| 397 |
+
"eval_pcc_3": 0.6644769465648772,
|
| 398 |
+
"eval_runtime": 119.4331,
|
| 399 |
+
"eval_samples_per_second": 20.932,
|
| 400 |
+
"eval_steps_per_second": 2.621,
|
| 401 |
+
"step": 6260
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 20.77,
|
| 405 |
+
"learning_rate": 3.0777422790202343e-06,
|
| 406 |
+
"loss": 0.6663,
|
| 407 |
+
"step": 6500
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 21.0,
|
| 411 |
+
"eval_loss": 1.2125563621520996,
|
| 412 |
+
"eval_mse_0": 1.4073569774627686,
|
| 413 |
+
"eval_mse_1": 1.0193030834197998,
|
| 414 |
+
"eval_mse_2": 1.0586122274398804,
|
| 415 |
+
"eval_mse_3": 1.3649543523788452,
|
| 416 |
+
"eval_pcc_0": 0.6471936491552426,
|
| 417 |
+
"eval_pcc_1": 0.7111482932311268,
|
| 418 |
+
"eval_pcc_2": 0.6984204198361936,
|
| 419 |
+
"eval_pcc_3": 0.6627486264786455,
|
| 420 |
+
"eval_runtime": 120.2217,
|
| 421 |
+
"eval_samples_per_second": 20.795,
|
| 422 |
+
"eval_steps_per_second": 2.604,
|
| 423 |
+
"step": 6573
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 22.0,
|
| 427 |
+
"eval_loss": 1.2184520959854126,
|
| 428 |
+
"eval_mse_0": 1.4079796075820923,
|
| 429 |
+
"eval_mse_1": 1.0253150463104248,
|
| 430 |
+
"eval_mse_2": 1.0776245594024658,
|
| 431 |
+
"eval_mse_3": 1.3628888130187988,
|
| 432 |
+
"eval_pcc_0": 0.6521598121302783,
|
| 433 |
+
"eval_pcc_1": 0.7078635737733601,
|
| 434 |
+
"eval_pcc_2": 0.6953593800918589,
|
| 435 |
+
"eval_pcc_3": 0.6670740488150717,
|
| 436 |
+
"eval_runtime": 121.07,
|
| 437 |
+
"eval_samples_per_second": 20.649,
|
| 438 |
+
"eval_steps_per_second": 2.585,
|
| 439 |
+
"step": 6886
|
| 440 |
+
},
|
| 441 |
+
{
|
| 442 |
+
"epoch": 22.36,
|
| 443 |
+
"learning_rate": 2.5452609158679447e-06,
|
| 444 |
+
"loss": 0.679,
|
| 445 |
+
"step": 7000
|
| 446 |
+
},
|
| 447 |
+
{
|
| 448 |
+
"epoch": 23.0,
|
| 449 |
+
"eval_loss": 1.210086703300476,
|
| 450 |
+
"eval_mse_0": 1.3777058124542236,
|
| 451 |
+
"eval_mse_1": 1.025907278060913,
|
| 452 |
+
"eval_mse_2": 1.0858049392700195,
|
| 453 |
+
"eval_mse_3": 1.3509302139282227,
|
| 454 |
+
"eval_pcc_0": 0.6573554933056146,
|
| 455 |
+
"eval_pcc_1": 0.708297350110508,
|
| 456 |
+
"eval_pcc_2": 0.6949233524759934,
|
| 457 |
+
"eval_pcc_3": 0.6696772655430471,
|
| 458 |
+
"eval_runtime": 121.1393,
|
| 459 |
+
"eval_samples_per_second": 20.637,
|
| 460 |
+
"eval_steps_per_second": 2.584,
|
| 461 |
+
"step": 7199
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 23.96,
|
| 465 |
+
"learning_rate": 2.012779552715655e-06,
|
| 466 |
+
"loss": 0.6528,
|
| 467 |
+
"step": 7500
|
| 468 |
+
},
|
| 469 |
+
{
|
| 470 |
+
"epoch": 24.0,
|
| 471 |
+
"eval_loss": 1.2004283666610718,
|
| 472 |
+
"eval_mse_0": 1.3663476705551147,
|
| 473 |
+
"eval_mse_1": 1.0228403806686401,
|
| 474 |
+
"eval_mse_2": 1.0746558904647827,
|
| 475 |
+
"eval_mse_3": 1.3378705978393555,
|
| 476 |
+
"eval_pcc_0": 0.6582689400749444,
|
| 477 |
+
"eval_pcc_1": 0.7062594658983674,
|
| 478 |
+
"eval_pcc_2": 0.693820643427176,
|
| 479 |
+
"eval_pcc_3": 0.6701055929214624,
|
| 480 |
+
"eval_runtime": 114.7453,
|
| 481 |
+
"eval_samples_per_second": 21.787,
|
| 482 |
+
"eval_steps_per_second": 2.728,
|
| 483 |
+
"step": 7512
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 25.0,
|
| 487 |
+
"eval_loss": 1.2322232723236084,
|
| 488 |
+
"eval_mse_0": 1.4174244403839111,
|
| 489 |
+
"eval_mse_1": 1.048292636871338,
|
| 490 |
+
"eval_mse_2": 1.0903046131134033,
|
| 491 |
+
"eval_mse_3": 1.3728687763214111,
|
| 492 |
+
"eval_pcc_0": 0.6477830243165981,
|
| 493 |
+
"eval_pcc_1": 0.7000484427666047,
|
| 494 |
+
"eval_pcc_2": 0.6879032701994684,
|
| 495 |
+
"eval_pcc_3": 0.6619093166774149,
|
| 496 |
+
"eval_runtime": 116.7561,
|
| 497 |
+
"eval_samples_per_second": 21.412,
|
| 498 |
+
"eval_steps_per_second": 2.681,
|
| 499 |
+
"step": 7825
|
| 500 |
+
},
|
| 501 |
+
{
|
| 502 |
+
"epoch": 25.56,
|
| 503 |
+
"learning_rate": 1.4802981895633654e-06,
|
| 504 |
+
"loss": 0.6595,
|
| 505 |
+
"step": 8000
|
| 506 |
+
},
|
| 507 |
+
{
|
| 508 |
+
"epoch": 26.0,
|
| 509 |
+
"eval_loss": 1.2048563957214355,
|
| 510 |
+
"eval_mse_0": 1.379071831703186,
|
| 511 |
+
"eval_mse_1": 1.0233663320541382,
|
| 512 |
+
"eval_mse_2": 1.0703182220458984,
|
| 513 |
+
"eval_mse_3": 1.346666932106018,
|
| 514 |
+
"eval_pcc_0": 0.6500023241358558,
|
| 515 |
+
"eval_pcc_1": 0.7045484661520249,
|
| 516 |
+
"eval_pcc_2": 0.6920802171890341,
|
| 517 |
+
"eval_pcc_3": 0.6637560007475978,
|
| 518 |
+
"eval_runtime": 121.8052,
|
| 519 |
+
"eval_samples_per_second": 20.525,
|
| 520 |
+
"eval_steps_per_second": 2.57,
|
| 521 |
+
"step": 8138
|
| 522 |
+
},
|
| 523 |
+
{
|
| 524 |
+
"epoch": 27.0,
|
| 525 |
+
"eval_loss": 1.228061556816101,
|
| 526 |
+
"eval_mse_0": 1.4074989557266235,
|
| 527 |
+
"eval_mse_1": 1.0446228981018066,
|
| 528 |
+
"eval_mse_2": 1.09303617477417,
|
| 529 |
+
"eval_mse_3": 1.3670885562896729,
|
| 530 |
+
"eval_pcc_0": 0.6502650614159742,
|
| 531 |
+
"eval_pcc_1": 0.7012770306789152,
|
| 532 |
+
"eval_pcc_2": 0.6889389448570339,
|
| 533 |
+
"eval_pcc_3": 0.6642077424768584,
|
| 534 |
+
"eval_runtime": 120.9832,
|
| 535 |
+
"eval_samples_per_second": 20.664,
|
| 536 |
+
"eval_steps_per_second": 2.587,
|
| 537 |
+
"step": 8451
|
| 538 |
+
},
|
| 539 |
+
{
|
| 540 |
+
"epoch": 27.16,
|
| 541 |
+
"learning_rate": 9.478168264110757e-07,
|
| 542 |
+
"loss": 0.6276,
|
| 543 |
+
"step": 8500
|
| 544 |
+
},
|
| 545 |
+
{
|
| 546 |
+
"epoch": 28.0,
|
| 547 |
+
"eval_loss": 1.2095798254013062,
|
| 548 |
+
"eval_mse_0": 1.3814703226089478,
|
| 549 |
+
"eval_mse_1": 1.0255109071731567,
|
| 550 |
+
"eval_mse_2": 1.0790736675262451,
|
| 551 |
+
"eval_mse_3": 1.352264404296875,
|
| 552 |
+
"eval_pcc_0": 0.6484841338961417,
|
| 553 |
+
"eval_pcc_1": 0.7040187033038017,
|
| 554 |
+
"eval_pcc_2": 0.6907324570253328,
|
| 555 |
+
"eval_pcc_3": 0.6621290104932265,
|
| 556 |
+
"eval_runtime": 121.0164,
|
| 557 |
+
"eval_samples_per_second": 20.658,
|
| 558 |
+
"eval_steps_per_second": 2.586,
|
| 559 |
+
"step": 8764
|
| 560 |
+
},
|
| 561 |
+
{
|
| 562 |
+
"epoch": 28.75,
|
| 563 |
+
"learning_rate": 4.1533546325878595e-07,
|
| 564 |
+
"loss": 0.6087,
|
| 565 |
+
"step": 9000
|
| 566 |
+
},
|
| 567 |
+
{
|
| 568 |
+
"epoch": 29.0,
|
| 569 |
+
"eval_loss": 1.209524393081665,
|
| 570 |
+
"eval_mse_0": 1.386349081993103,
|
| 571 |
+
"eval_mse_1": 1.02353835105896,
|
| 572 |
+
"eval_mse_2": 1.0750586986541748,
|
| 573 |
+
"eval_mse_3": 1.353151798248291,
|
| 574 |
+
"eval_pcc_0": 0.6495366534228407,
|
| 575 |
+
"eval_pcc_1": 0.704988942154168,
|
| 576 |
+
"eval_pcc_2": 0.6921612298465728,
|
| 577 |
+
"eval_pcc_3": 0.663405210333282,
|
| 578 |
+
"eval_runtime": 120.3378,
|
| 579 |
+
"eval_samples_per_second": 20.775,
|
| 580 |
+
"eval_steps_per_second": 2.601,
|
| 581 |
+
"step": 9077
|
| 582 |
+
},
|
| 583 |
+
{
|
| 584 |
+
"epoch": 30.0,
|
| 585 |
+
"eval_loss": 1.207377552986145,
|
| 586 |
+
"eval_mse_0": 1.383621096611023,
|
| 587 |
+
"eval_mse_1": 1.0227596759796143,
|
| 588 |
+
"eval_mse_2": 1.0722577571868896,
|
| 589 |
+
"eval_mse_3": 1.3508676290512085,
|
| 590 |
+
"eval_pcc_0": 0.6492893725954768,
|
| 591 |
+
"eval_pcc_1": 0.7047307122301355,
|
| 592 |
+
"eval_pcc_2": 0.6919477211029743,
|
| 593 |
+
"eval_pcc_3": 0.6631503671275302,
|
| 594 |
+
"eval_runtime": 120.172,
|
| 595 |
+
"eval_samples_per_second": 20.804,
|
| 596 |
+
"eval_steps_per_second": 2.605,
|
| 597 |
+
"step": 9390
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 30.0,
|
| 601 |
+
"step": 9390,
|
| 602 |
+
"total_flos": 0.0,
|
| 603 |
+
"train_loss": 4.614258646127134,
|
| 604 |
+
"train_runtime": 10767.5202,
|
| 605 |
+
"train_samples_per_second": 6.965,
|
| 606 |
+
"train_steps_per_second": 0.872
|
| 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 |
+
}
|
wav2vec2/ctc/05_wav2vec2-xls-r-300m/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:67707ba1b62906d9260b0511b3882c55df4747d8537253d6e979e7f12114e383
|
| 3 |
+
size 4792
|