distilbert_rand_100_v1_sst2 / trainer_state.json
Hartunka's picture
End of training
8a8acd7 verified
{
"best_global_step": 264,
"best_metric": 0.4330384135246277,
"best_model_checkpoint": "distilbert_rand_100_v1_sst2/checkpoint-264",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1584,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 9.514628410339355,
"learning_rate": 4.9e-05,
"loss": 0.3969,
"step": 264
},
{
"epoch": 1.0,
"eval_accuracy": 0.8222477064220184,
"eval_loss": 0.4330384135246277,
"eval_runtime": 0.3723,
"eval_samples_per_second": 2342.49,
"eval_steps_per_second": 10.745,
"step": 264
},
{
"epoch": 2.0,
"grad_norm": 6.883841037750244,
"learning_rate": 4.8e-05,
"loss": 0.2239,
"step": 528
},
{
"epoch": 2.0,
"eval_accuracy": 0.8176605504587156,
"eval_loss": 0.4783160090446472,
"eval_runtime": 0.3655,
"eval_samples_per_second": 2385.515,
"eval_steps_per_second": 10.943,
"step": 528
},
{
"epoch": 3.0,
"grad_norm": 4.657165050506592,
"learning_rate": 4.7e-05,
"loss": 0.1657,
"step": 792
},
{
"epoch": 3.0,
"eval_accuracy": 0.8119266055045872,
"eval_loss": 0.49851399660110474,
"eval_runtime": 0.3767,
"eval_samples_per_second": 2314.857,
"eval_steps_per_second": 10.619,
"step": 792
},
{
"epoch": 4.0,
"grad_norm": 7.434548854827881,
"learning_rate": 4.600000000000001e-05,
"loss": 0.1252,
"step": 1056
},
{
"epoch": 4.0,
"eval_accuracy": 0.8004587155963303,
"eval_loss": 0.6079992055892944,
"eval_runtime": 0.3962,
"eval_samples_per_second": 2201.167,
"eval_steps_per_second": 10.097,
"step": 1056
},
{
"epoch": 5.0,
"grad_norm": 5.460722923278809,
"learning_rate": 4.5e-05,
"loss": 0.0942,
"step": 1320
},
{
"epoch": 5.0,
"eval_accuracy": 0.8107798165137615,
"eval_loss": 0.6070181727409363,
"eval_runtime": 0.3821,
"eval_samples_per_second": 2281.949,
"eval_steps_per_second": 10.468,
"step": 1320
},
{
"epoch": 6.0,
"grad_norm": 12.805521965026855,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.0745,
"step": 1584
},
{
"epoch": 6.0,
"eval_accuracy": 0.8153669724770642,
"eval_loss": 0.7813127636909485,
"eval_runtime": 0.3722,
"eval_samples_per_second": 2342.651,
"eval_steps_per_second": 10.746,
"step": 1584
},
{
"epoch": 6.0,
"step": 1584,
"total_flos": 2.676464049624883e+16,
"train_loss": 0.18007493741584546,
"train_runtime": 376.8276,
"train_samples_per_second": 8936.315,
"train_steps_per_second": 35.029
}
],
"logging_steps": 1,
"max_steps": 13200,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.676464049624883e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}