shivamklr's picture
Training in progress, epoch 1
a4046b0 verified
raw
history blame
1.92 kB
{
"best_metric": 0.5132274753696389,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola\\run-4\\checkpoint-1605",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1605,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.93,
"grad_norm": 6.663467884063721,
"learning_rate": 1.1599690135657977e-05,
"loss": 0.5243,
"step": 500
},
{
"epoch": 1.0,
"eval_loss": 0.46048709750175476,
"eval_matthews_correlation": 0.4791261224300467,
"eval_runtime": 0.9073,
"eval_samples_per_second": 1149.535,
"eval_steps_per_second": 72.741,
"step": 535
},
{
"epoch": 1.87,
"grad_norm": 4.0639166831970215,
"learning_rate": 8.063199240640302e-06,
"loss": 0.3712,
"step": 1000
},
{
"epoch": 2.0,
"eval_loss": 0.47315478324890137,
"eval_matthews_correlation": 0.5038487938814906,
"eval_runtime": 1.4506,
"eval_samples_per_second": 719.021,
"eval_steps_per_second": 45.499,
"step": 1070
},
{
"epoch": 2.8,
"grad_norm": 19.560606002807617,
"learning_rate": 4.5267083456226254e-06,
"loss": 0.2652,
"step": 1500
},
{
"epoch": 3.0,
"eval_loss": 0.5683983564376831,
"eval_matthews_correlation": 0.5132274753696389,
"eval_runtime": 1.4702,
"eval_samples_per_second": 709.424,
"eval_steps_per_second": 44.892,
"step": 1605
}
],
"logging_steps": 500,
"max_steps": 2140,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 128490789442440.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 1.5136181030675654e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 16,
"seed": 7
}
}