distilbert_km_10_v1_mnli / trainer_state.json
Hartunka's picture
End of training
dae5569 verified
{
"best_global_step": 6136,
"best_metric": 0.7837694883346558,
"best_model_checkpoint": "distilbert_km_10_v1_mnli/checkpoint-6136",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 13806,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.0665395259857178,
"learning_rate": 4.9e-05,
"loss": 0.984,
"step": 1534
},
{
"epoch": 1.0,
"eval_accuracy": 0.5617931737137035,
"eval_loss": 0.9150222539901733,
"eval_runtime": 4.0856,
"eval_samples_per_second": 2402.336,
"eval_steps_per_second": 9.546,
"step": 1534
},
{
"epoch": 2.0,
"grad_norm": 1.649280309677124,
"learning_rate": 4.8e-05,
"loss": 0.8738,
"step": 3068
},
{
"epoch": 2.0,
"eval_accuracy": 0.6174223127865512,
"eval_loss": 0.8359196782112122,
"eval_runtime": 3.9611,
"eval_samples_per_second": 2477.855,
"eval_steps_per_second": 9.846,
"step": 3068
},
{
"epoch": 3.0,
"grad_norm": 1.967570185661316,
"learning_rate": 4.7e-05,
"loss": 0.7796,
"step": 4602
},
{
"epoch": 3.0,
"eval_accuracy": 0.6512480896586856,
"eval_loss": 0.7962499260902405,
"eval_runtime": 3.9862,
"eval_samples_per_second": 2462.22,
"eval_steps_per_second": 9.784,
"step": 4602
},
{
"epoch": 4.0,
"grad_norm": 2.134730815887451,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6962,
"step": 6136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6634742740703006,
"eval_loss": 0.7837694883346558,
"eval_runtime": 3.9797,
"eval_samples_per_second": 2466.287,
"eval_steps_per_second": 9.8,
"step": 6136
},
{
"epoch": 5.0,
"grad_norm": 2.4140524864196777,
"learning_rate": 4.5e-05,
"loss": 0.6204,
"step": 7670
},
{
"epoch": 5.0,
"eval_accuracy": 0.6658176260825267,
"eval_loss": 0.8045682311058044,
"eval_runtime": 3.9644,
"eval_samples_per_second": 2475.756,
"eval_steps_per_second": 9.837,
"step": 7670
},
{
"epoch": 6.0,
"grad_norm": 2.6782379150390625,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.5434,
"step": 9204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6698930208863983,
"eval_loss": 0.8481786251068115,
"eval_runtime": 3.9769,
"eval_samples_per_second": 2468.015,
"eval_steps_per_second": 9.807,
"step": 9204
},
{
"epoch": 7.0,
"grad_norm": 2.8815577030181885,
"learning_rate": 4.3e-05,
"loss": 0.468,
"step": 10738
},
{
"epoch": 7.0,
"eval_accuracy": 0.667142129393785,
"eval_loss": 0.8989856243133545,
"eval_runtime": 3.9535,
"eval_samples_per_second": 2482.627,
"eval_steps_per_second": 9.865,
"step": 10738
},
{
"epoch": 8.0,
"grad_norm": 3.2627060413360596,
"learning_rate": 4.2e-05,
"loss": 0.3994,
"step": 12272
},
{
"epoch": 8.0,
"eval_accuracy": 0.655017829852267,
"eval_loss": 1.020479440689087,
"eval_runtime": 3.9542,
"eval_samples_per_second": 2482.143,
"eval_steps_per_second": 9.863,
"step": 12272
},
{
"epoch": 9.0,
"grad_norm": 3.84536075592041,
"learning_rate": 4.1e-05,
"loss": 0.3374,
"step": 13806
},
{
"epoch": 9.0,
"eval_accuracy": 0.6654100866021396,
"eval_loss": 1.1316611766815186,
"eval_runtime": 3.971,
"eval_samples_per_second": 2471.658,
"eval_steps_per_second": 9.821,
"step": 13806
},
{
"epoch": 9.0,
"step": 13806,
"total_flos": 2.340951304214108e+17,
"train_loss": 0.6335903069911859,
"train_runtime": 3242.4824,
"train_samples_per_second": 6055.576,
"train_steps_per_second": 23.655
}
],
"logging_steps": 1,
"max_steps": 76700,
"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": 2.340951304214108e+17,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}