llm24 / run-1 /checkpoint-4276 /trainer_state.json
azliza794's picture
Training in progress, epoch 4
eeeb343 verified
raw
history blame
3.36 kB
{
"best_metric": 0.5538778174700708,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-1/checkpoint-4276",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 4276,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.4677268475210477,
"grad_norm": 4.76369571685791,
"learning_rate": 2.2292054345772622e-05,
"loss": 0.5655,
"step": 500
},
{
"epoch": 0.9354536950420954,
"grad_norm": 15.750553131103516,
"learning_rate": 1.93402463021057e-05,
"loss": 0.4835,
"step": 1000
},
{
"epoch": 1.0,
"eval_loss": 0.468739777803421,
"eval_matthews_correlation": 0.45788183343120153,
"eval_runtime": 0.7397,
"eval_samples_per_second": 1409.989,
"eval_steps_per_second": 89.223,
"step": 1069
},
{
"epoch": 1.4031805425631432,
"grad_norm": 2.3343119621276855,
"learning_rate": 1.6388438258438773e-05,
"loss": 0.3553,
"step": 1500
},
{
"epoch": 1.8709073900841908,
"grad_norm": 18.42914390563965,
"learning_rate": 1.3436630214771844e-05,
"loss": 0.3549,
"step": 2000
},
{
"epoch": 2.0,
"eval_loss": 0.5877938270568848,
"eval_matthews_correlation": 0.5113261407690263,
"eval_runtime": 0.7225,
"eval_samples_per_second": 1443.572,
"eval_steps_per_second": 91.348,
"step": 2138
},
{
"epoch": 2.3386342376052385,
"grad_norm": 66.43087005615234,
"learning_rate": 1.0484822171104921e-05,
"loss": 0.2535,
"step": 2500
},
{
"epoch": 2.8063610851262863,
"grad_norm": 2.8678722381591797,
"learning_rate": 7.533014127437994e-06,
"loss": 0.2356,
"step": 3000
},
{
"epoch": 3.0,
"eval_loss": 0.7891482710838318,
"eval_matthews_correlation": 0.5377587696044389,
"eval_runtime": 0.8084,
"eval_samples_per_second": 1290.228,
"eval_steps_per_second": 81.644,
"step": 3207
},
{
"epoch": 3.2740879326473338,
"grad_norm": 6.688732147216797,
"learning_rate": 4.581206083771068e-06,
"loss": 0.1868,
"step": 3500
},
{
"epoch": 3.7418147801683816,
"grad_norm": 0.05465169623494148,
"learning_rate": 1.629398040104143e-06,
"loss": 0.1421,
"step": 4000
},
{
"epoch": 4.0,
"eval_loss": 0.8958505988121033,
"eval_matthews_correlation": 0.5538778174700708,
"eval_runtime": 0.8734,
"eval_samples_per_second": 1194.183,
"eval_steps_per_second": 75.567,
"step": 4276
}
],
"logging_steps": 500,
"max_steps": 4276,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 150753332903676.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": {
"learning_rate": 2.524386238943955e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 8,
"seed": 11
}
}