shivamklr's picture
Training in progress, epoch 1
cf3bb57 verified
{
"best_metric": 0.5338986272364722,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola\\run-9\\checkpoint-1605",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 2140,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.93,
"grad_norm": 6.588393688201904,
"learning_rate": 1.008167296920146e-05,
"loss": 0.5294,
"step": 500
},
{
"epoch": 1.0,
"eval_loss": 0.4878699779510498,
"eval_matthews_correlation": 0.47192796522130964,
"eval_runtime": 0.7915,
"eval_samples_per_second": 1317.833,
"eval_steps_per_second": 83.391,
"step": 535
},
{
"epoch": 1.87,
"grad_norm": 12.096890449523926,
"learning_rate": 7.0079921859083314e-06,
"loss": 0.3753,
"step": 1000
},
{
"epoch": 2.0,
"eval_loss": 0.48991820216178894,
"eval_matthews_correlation": 0.4930285826422816,
"eval_runtime": 1.0332,
"eval_samples_per_second": 1009.507,
"eval_steps_per_second": 63.881,
"step": 1070
},
{
"epoch": 2.8,
"grad_norm": 2.1495094299316406,
"learning_rate": 3.934311402615204e-06,
"loss": 0.2729,
"step": 1500
},
{
"epoch": 3.0,
"eval_loss": 0.5295876264572144,
"eval_matthews_correlation": 0.5338986272364722,
"eval_runtime": 0.9835,
"eval_samples_per_second": 1060.512,
"eval_steps_per_second": 67.108,
"step": 1605
},
{
"epoch": 3.74,
"grad_norm": 25.31566619873047,
"learning_rate": 8.606306193220758e-07,
"loss": 0.2181,
"step": 2000
},
{
"epoch": 4.0,
"eval_loss": 0.6111654043197632,
"eval_matthews_correlation": 0.522211073949747,
"eval_runtime": 0.7971,
"eval_samples_per_second": 1308.437,
"eval_steps_per_second": 82.797,
"step": 2140
}
],
"logging_steps": 500,
"max_steps": 2140,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 170994196183080.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 1.3155353752494588e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 16,
"seed": 15
}
}