HW1 / run-4 /checkpoint-3207 /trainer_state.json
Eva1209's picture
Training in progress, epoch 1
a9e22be verified
raw
history blame
2.4 kB
{
"best_metric": 0.47078712112764887,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-3207",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 3207,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.47,
"grad_norm": 4.060019016265869,
"learning_rate": 4.481496253268653e-05,
"loss": 0.5778,
"step": 500
},
{
"epoch": 0.94,
"grad_norm": 12.268152236938477,
"learning_rate": 3.6537355858751076e-05,
"loss": 0.5395,
"step": 1000
},
{
"epoch": 1.0,
"eval_loss": 0.4984060525894165,
"eval_matthews_correlation": 0.39596800444544106,
"eval_runtime": 0.6991,
"eval_samples_per_second": 1491.822,
"eval_steps_per_second": 94.401,
"step": 1069
},
{
"epoch": 1.4,
"grad_norm": 4.944720268249512,
"learning_rate": 2.8259749184815627e-05,
"loss": 0.3959,
"step": 1500
},
{
"epoch": 1.87,
"grad_norm": 9.598797798156738,
"learning_rate": 1.9982142510880178e-05,
"loss": 0.3603,
"step": 2000
},
{
"epoch": 2.0,
"eval_loss": 0.5668240785598755,
"eval_matthews_correlation": 0.43881557658403864,
"eval_runtime": 1.2379,
"eval_samples_per_second": 842.559,
"eval_steps_per_second": 53.316,
"step": 2138
},
{
"epoch": 2.34,
"grad_norm": 0.8520996570587158,
"learning_rate": 1.1704535836944727e-05,
"loss": 0.2352,
"step": 2500
},
{
"epoch": 2.81,
"grad_norm": 1.3932373523712158,
"learning_rate": 3.426929163009277e-06,
"loss": 0.2377,
"step": 3000
},
{
"epoch": 3.0,
"eval_loss": 0.8578255772590637,
"eval_matthews_correlation": 0.47078712112764887,
"eval_runtime": 1.3062,
"eval_samples_per_second": 798.53,
"eval_steps_per_second": 50.53,
"step": 3207
}
],
"logging_steps": 500,
"max_steps": 3207,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 112923282846480.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": {
"learning_rate": 5.309256920662198e-05,
"num_train_epochs": 3,
"per_device_train_batch_size": 8,
"seed": 37
}
}