zerofec-daqa-t5-base / trainer_state.json
khuangaf
upload everything
b6562c0
raw history blame
No virus
6.04 kB
{
"best_metric": 64.0,
"best_model_checkpoint": "pubmedqa_unifiedqa/checkpoint-1100",
"epoch": 39.283185840707965,
"global_step": 1100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04,
"learning_rate": 0.0,
"loss": 5.2557,
"step": 1
},
{
"epoch": 3.57,
"learning_rate": 1.44e-06,
"loss": 5.5451,
"step": 100
},
{
"epoch": 3.57,
"eval_bleu": 3.515852791538636,
"eval_gen_len": 2.44,
"eval_loss": 5.634477615356445,
"eval_meteor": 0.25,
"eval_rouge1": 50.0,
"eval_rouge2": 0.0,
"eval_rougeL": 50.0,
"eval_rougeLsum": 50.0,
"eval_runtime": 3.8236,
"eval_samples_per_second": 13.077,
"eval_steps_per_second": 1.831,
"step": 100
},
{
"epoch": 7.14,
"learning_rate": 2.925e-06,
"loss": 4.9008,
"step": 200
},
{
"epoch": 7.14,
"eval_bleu": 3.4801542313344793,
"eval_gen_len": 2.44,
"eval_loss": 4.566105842590332,
"eval_meteor": 0.24,
"eval_rouge1": 48.0,
"eval_rouge2": 0.0,
"eval_rougeL": 48.0,
"eval_rougeLsum": 48.0,
"eval_runtime": 1.6121,
"eval_samples_per_second": 31.016,
"eval_steps_per_second": 4.342,
"step": 200
},
{
"epoch": 10.71,
"learning_rate": 2.9425e-06,
"loss": 3.9884,
"step": 300
},
{
"epoch": 10.71,
"eval_bleu": 5.48568366540206,
"eval_gen_len": 2.24,
"eval_loss": 3.5699760913848877,
"eval_meteor": 0.28,
"eval_rouge1": 56.0,
"eval_rouge2": 0.0,
"eval_rougeL": 56.0,
"eval_rougeLsum": 56.0,
"eval_runtime": 1.5002,
"eval_samples_per_second": 33.328,
"eval_steps_per_second": 4.666,
"step": 300
},
{
"epoch": 14.28,
"learning_rate": 2.88125e-06,
"loss": 3.2254,
"step": 400
},
{
"epoch": 14.28,
"eval_bleu": 0.0,
"eval_gen_len": 2.0,
"eval_loss": 2.9374730587005615,
"eval_meteor": 0.3,
"eval_rouge1": 60.0,
"eval_rouge2": 0.0,
"eval_rougeL": 60.0,
"eval_rougeLsum": 60.0,
"eval_runtime": 1.3736,
"eval_samples_per_second": 36.402,
"eval_steps_per_second": 5.096,
"step": 400
},
{
"epoch": 17.85,
"learning_rate": 2.81875e-06,
"loss": 2.6924,
"step": 500
},
{
"epoch": 17.85,
"eval_bleu": 0.0,
"eval_gen_len": 2.0,
"eval_loss": 2.5620052814483643,
"eval_meteor": 0.29,
"eval_rouge1": 58.0,
"eval_rouge2": 0.0,
"eval_rougeL": 58.0,
"eval_rougeLsum": 58.0,
"eval_runtime": 1.3734,
"eval_samples_per_second": 36.405,
"eval_steps_per_second": 5.097,
"step": 500
},
{
"epoch": 21.42,
"learning_rate": 2.75625e-06,
"loss": 2.4122,
"step": 600
},
{
"epoch": 21.42,
"eval_bleu": 0.0,
"eval_gen_len": 2.0,
"eval_loss": 2.3537566661834717,
"eval_meteor": 0.28,
"eval_rouge1": 56.0,
"eval_rouge2": 0.0,
"eval_rougeL": 56.0,
"eval_rougeLsum": 56.0,
"eval_runtime": 1.3768,
"eval_samples_per_second": 36.317,
"eval_steps_per_second": 5.084,
"step": 600
},
{
"epoch": 24.99,
"learning_rate": 2.695e-06,
"loss": 2.2719,
"step": 700
},
{
"epoch": 24.99,
"eval_bleu": 0.0,
"eval_gen_len": 2.0,
"eval_loss": 2.212905168533325,
"eval_meteor": 0.29,
"eval_rouge1": 58.0,
"eval_rouge2": 0.0,
"eval_rougeL": 58.0,
"eval_rougeLsum": 58.0,
"eval_runtime": 1.3724,
"eval_samples_per_second": 36.432,
"eval_steps_per_second": 5.101,
"step": 700
},
{
"epoch": 28.57,
"learning_rate": 2.6324999999999998e-06,
"loss": 2.1539,
"step": 800
},
{
"epoch": 28.57,
"eval_bleu": 0.0,
"eval_gen_len": 2.0,
"eval_loss": 2.123441219329834,
"eval_meteor": 0.29,
"eval_rouge1": 58.0,
"eval_rouge2": 0.0,
"eval_rougeL": 58.0,
"eval_rougeLsum": 58.0,
"eval_runtime": 1.3738,
"eval_samples_per_second": 36.397,
"eval_steps_per_second": 5.096,
"step": 800
},
{
"epoch": 32.14,
"learning_rate": 2.57125e-06,
"loss": 2.1149,
"step": 900
},
{
"epoch": 32.14,
"eval_bleu": 0.0,
"eval_gen_len": 2.0,
"eval_loss": 2.0748918056488037,
"eval_meteor": 0.29,
"eval_rouge1": 58.0,
"eval_rouge2": 0.0,
"eval_rougeL": 58.0,
"eval_rougeLsum": 58.0,
"eval_runtime": 1.3748,
"eval_samples_per_second": 36.37,
"eval_steps_per_second": 5.092,
"step": 900
},
{
"epoch": 35.71,
"learning_rate": 2.509375e-06,
"loss": 2.0404,
"step": 1000
},
{
"epoch": 35.71,
"eval_bleu": 0.0,
"eval_gen_len": 2.0,
"eval_loss": 2.0326242446899414,
"eval_meteor": 0.31,
"eval_rouge1": 62.0,
"eval_rouge2": 0.0,
"eval_rougeL": 62.0,
"eval_rougeLsum": 62.0,
"eval_runtime": 1.3725,
"eval_samples_per_second": 36.429,
"eval_steps_per_second": 5.1,
"step": 1000
},
{
"epoch": 39.28,
"learning_rate": 2.446875e-06,
"loss": 1.9918,
"step": 1100
},
{
"epoch": 39.28,
"eval_bleu": 0.0,
"eval_gen_len": 2.0,
"eval_loss": 2.012605667114258,
"eval_meteor": 0.32,
"eval_rouge1": 64.0,
"eval_rouge2": 0.0,
"eval_rougeL": 64.0,
"eval_rougeLsum": 64.0,
"eval_runtime": 1.3788,
"eval_samples_per_second": 36.265,
"eval_steps_per_second": 5.077,
"step": 1100
}
],
"max_steps": 5000,
"num_train_epochs": 179,
"total_flos": 2.153031549530931e+16,
"trial_name": null,
"trial_params": null
}