bart-translation-zh-yue / trainer_state.json
indiejoseph's picture
Training in progress, step 500
f31f0bc
raw
history blame contribute delete
No virus
5.65 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 6.0,
"eval_steps": 500,
"global_step": 14016,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.21,
"learning_rate": 4.821632420091324e-05,
"loss": 0.3322,
"step": 500
},
{
"epoch": 0.43,
"learning_rate": 4.6432648401826485e-05,
"loss": 0.2664,
"step": 1000
},
{
"epoch": 0.64,
"learning_rate": 4.464897260273973e-05,
"loss": 0.2412,
"step": 1500
},
{
"epoch": 0.86,
"learning_rate": 4.286529680365297e-05,
"loss": 0.2219,
"step": 2000
},
{
"epoch": 1.0,
"eval_bleu": 21.2068,
"eval_gen_len": 19.2422,
"eval_loss": 0.18159246444702148,
"eval_runtime": 154.1038,
"eval_samples_per_second": 53.886,
"eval_steps_per_second": 1.687,
"step": 2336
},
{
"epoch": 1.07,
"learning_rate": 4.108162100456621e-05,
"loss": 0.1887,
"step": 2500
},
{
"epoch": 1.28,
"learning_rate": 3.929794520547945e-05,
"loss": 0.1575,
"step": 3000
},
{
"epoch": 1.5,
"learning_rate": 3.7514269406392696e-05,
"loss": 0.1534,
"step": 3500
},
{
"epoch": 1.71,
"learning_rate": 3.573059360730594e-05,
"loss": 0.1553,
"step": 4000
},
{
"epoch": 1.93,
"learning_rate": 3.394691780821918e-05,
"loss": 0.1479,
"step": 4500
},
{
"epoch": 2.0,
"eval_bleu": 21.6783,
"eval_gen_len": 19.2471,
"eval_loss": 0.16088075935840607,
"eval_runtime": 154.8749,
"eval_samples_per_second": 53.617,
"eval_steps_per_second": 1.679,
"step": 4672
},
{
"epoch": 2.14,
"learning_rate": 3.2163242009132423e-05,
"loss": 0.1249,
"step": 5000
},
{
"epoch": 2.35,
"learning_rate": 3.037956621004566e-05,
"loss": 0.1117,
"step": 5500
},
{
"epoch": 2.57,
"learning_rate": 2.8595890410958903e-05,
"loss": 0.1119,
"step": 6000
},
{
"epoch": 2.78,
"learning_rate": 2.681221461187215e-05,
"loss": 0.1137,
"step": 6500
},
{
"epoch": 3.0,
"learning_rate": 2.502853881278539e-05,
"loss": 0.1092,
"step": 7000
},
{
"epoch": 3.0,
"eval_bleu": 21.8526,
"eval_gen_len": 19.2463,
"eval_loss": 0.15343397855758667,
"eval_runtime": 154.8601,
"eval_samples_per_second": 53.623,
"eval_steps_per_second": 1.679,
"step": 7008
},
{
"epoch": 3.21,
"learning_rate": 2.324486301369863e-05,
"loss": 0.0842,
"step": 7500
},
{
"epoch": 3.42,
"learning_rate": 2.1461187214611872e-05,
"loss": 0.085,
"step": 8000
},
{
"epoch": 3.64,
"learning_rate": 1.9677511415525117e-05,
"loss": 0.0853,
"step": 8500
},
{
"epoch": 3.85,
"learning_rate": 1.7893835616438355e-05,
"loss": 0.0856,
"step": 9000
},
{
"epoch": 4.0,
"eval_bleu": 22.0841,
"eval_gen_len": 19.2482,
"eval_loss": 0.15252342820167542,
"eval_runtime": 155.0415,
"eval_samples_per_second": 53.56,
"eval_steps_per_second": 1.677,
"step": 9344
},
{
"epoch": 4.07,
"learning_rate": 1.61101598173516e-05,
"loss": 0.0792,
"step": 9500
},
{
"epoch": 4.28,
"learning_rate": 1.4326484018264841e-05,
"loss": 0.0664,
"step": 10000
},
{
"epoch": 4.49,
"learning_rate": 1.2542808219178081e-05,
"loss": 0.0673,
"step": 10500
},
{
"epoch": 4.71,
"learning_rate": 1.0759132420091326e-05,
"loss": 0.0663,
"step": 11000
},
{
"epoch": 4.92,
"learning_rate": 8.975456621004565e-06,
"loss": 0.0667,
"step": 11500
},
{
"epoch": 5.0,
"eval_bleu": 22.1943,
"eval_gen_len": 19.2467,
"eval_loss": 0.15876752138137817,
"eval_runtime": 155.4094,
"eval_samples_per_second": 53.433,
"eval_steps_per_second": 1.673,
"step": 11680
},
{
"epoch": 5.14,
"learning_rate": 7.191780821917809e-06,
"loss": 0.0579,
"step": 12000
},
{
"epoch": 5.35,
"learning_rate": 5.40810502283105e-06,
"loss": 0.0545,
"step": 12500
},
{
"epoch": 5.57,
"learning_rate": 3.6244292237442927e-06,
"loss": 0.0543,
"step": 13000
},
{
"epoch": 5.78,
"learning_rate": 1.8407534246575344e-06,
"loss": 0.0534,
"step": 13500
},
{
"epoch": 5.99,
"learning_rate": 5.7077625570776255e-08,
"loss": 0.0549,
"step": 14000
},
{
"epoch": 6.0,
"eval_bleu": 22.2237,
"eval_gen_len": 19.2467,
"eval_loss": 0.16120968759059906,
"eval_runtime": 154.8857,
"eval_samples_per_second": 53.614,
"eval_steps_per_second": 1.679,
"step": 14016
},
{
"epoch": 6.0,
"step": 14016,
"total_flos": 3.006237250179072e+16,
"train_loss": 0.12124856073222204,
"train_runtime": 4033.4181,
"train_samples_per_second": 111.169,
"train_steps_per_second": 3.475
}
],
"logging_steps": 500,
"max_steps": 14016,
"num_train_epochs": 6,
"save_steps": 500,
"total_flos": 3.006237250179072e+16,
"trial_name": null,
"trial_params": null
}