tiny_bert_km_50_v1_rte / trainer_state.json
Hartunka's picture
End of training
15de023 verified
{
"best_metric": 0.6951221227645874,
"best_model_checkpoint": "tiny_bert_km_50_v1_rte/checkpoint-10",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 60,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.6421326398849487,
"learning_rate": 4.9e-05,
"loss": 0.6977,
"step": 10
},
{
"epoch": 1.0,
"eval_accuracy": 0.5054151624548736,
"eval_loss": 0.6951221227645874,
"eval_runtime": 0.11,
"eval_samples_per_second": 2518.222,
"eval_steps_per_second": 18.182,
"step": 10
},
{
"epoch": 2.0,
"grad_norm": 0.6818793416023254,
"learning_rate": 4.8e-05,
"loss": 0.684,
"step": 20
},
{
"epoch": 2.0,
"eval_accuracy": 0.49458483754512633,
"eval_loss": 0.7016090154647827,
"eval_runtime": 0.1147,
"eval_samples_per_second": 2414.683,
"eval_steps_per_second": 17.435,
"step": 20
},
{
"epoch": 3.0,
"grad_norm": 0.6151508092880249,
"learning_rate": 4.7e-05,
"loss": 0.6682,
"step": 30
},
{
"epoch": 3.0,
"eval_accuracy": 0.5018050541516246,
"eval_loss": 0.7009462714195251,
"eval_runtime": 0.1166,
"eval_samples_per_second": 2376.571,
"eval_steps_per_second": 17.159,
"step": 30
},
{
"epoch": 4.0,
"grad_norm": 0.5758317708969116,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6498,
"step": 40
},
{
"epoch": 4.0,
"eval_accuracy": 0.48736462093862815,
"eval_loss": 0.7171741127967834,
"eval_runtime": 0.143,
"eval_samples_per_second": 1937.287,
"eval_steps_per_second": 13.988,
"step": 40
},
{
"epoch": 5.0,
"grad_norm": 0.9044778943061829,
"learning_rate": 4.5e-05,
"loss": 0.6256,
"step": 50
},
{
"epoch": 5.0,
"eval_accuracy": 0.5126353790613718,
"eval_loss": 0.7283922433853149,
"eval_runtime": 0.1117,
"eval_samples_per_second": 2479.088,
"eval_steps_per_second": 17.9,
"step": 50
},
{
"epoch": 6.0,
"grad_norm": 0.8710564374923706,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.5891,
"step": 60
},
{
"epoch": 6.0,
"eval_accuracy": 0.5054151624548736,
"eval_loss": 0.7591274380683899,
"eval_runtime": 0.1101,
"eval_samples_per_second": 2516.177,
"eval_steps_per_second": 18.167,
"step": 60
},
{
"epoch": 6.0,
"step": 60,
"total_flos": 391780256993280.0,
"train_loss": 0.6523992617925009,
"train_runtime": 15.3656,
"train_samples_per_second": 8102.502,
"train_steps_per_second": 32.54
}
],
"logging_steps": 1,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"total_flos": 391780256993280.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}