mbart-mmt_15p_ko-ja / trainer_state.json
yesj1234's picture
Upload folder using huggingface_hub
af07a0a
{
"best_metric": 0.9052917957305908,
"best_model_checkpoint": "./tst-translation-output/checkpoint-12000",
"epoch": 12.126224156692057,
"eval_steps": 3000,
"global_step": 39000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08,
"learning_rate": 9.712509712509713e-06,
"loss": 1.9995,
"step": 500
},
{
"epoch": 0.16,
"learning_rate": 1.9425019425019425e-05,
"loss": 1.4173,
"step": 1000
},
{
"epoch": 0.23,
"learning_rate": 2.913752913752914e-05,
"loss": 1.3137,
"step": 1500
},
{
"epoch": 0.31,
"learning_rate": 3.885003885003885e-05,
"loss": 1.2381,
"step": 2000
},
{
"epoch": 0.39,
"learning_rate": 4.856254856254856e-05,
"loss": 1.2023,
"step": 2500
},
{
"epoch": 0.47,
"learning_rate": 4.991638730343166e-05,
"loss": 1.1751,
"step": 3000
},
{
"epoch": 0.47,
"eval_bleu": 7.6766,
"eval_gen_len": 17.4644,
"eval_loss": 1.1288801431655884,
"eval_runtime": 851.3289,
"eval_samples_per_second": 15.112,
"eval_steps_per_second": 0.946,
"step": 3000
},
{
"epoch": 0.54,
"learning_rate": 4.981825033562843e-05,
"loss": 1.1267,
"step": 3500
},
{
"epoch": 0.62,
"learning_rate": 4.972011336782521e-05,
"loss": 1.1013,
"step": 4000
},
{
"epoch": 0.7,
"learning_rate": 4.962197640002198e-05,
"loss": 1.0821,
"step": 4500
},
{
"epoch": 0.78,
"learning_rate": 4.952383943221876e-05,
"loss": 1.0599,
"step": 5000
},
{
"epoch": 0.85,
"learning_rate": 4.9425702464415536e-05,
"loss": 1.0336,
"step": 5500
},
{
"epoch": 0.93,
"learning_rate": 4.9327565496612316e-05,
"loss": 1.0268,
"step": 6000
},
{
"epoch": 0.93,
"eval_bleu": 9.2277,
"eval_gen_len": 17.7668,
"eval_loss": 0.9894970655441284,
"eval_runtime": 891.3112,
"eval_samples_per_second": 14.434,
"eval_steps_per_second": 0.903,
"step": 6000
},
{
"epoch": 1.01,
"learning_rate": 4.922942852880909e-05,
"loss": 0.9631,
"step": 6500
},
{
"epoch": 1.09,
"learning_rate": 4.913129156100586e-05,
"loss": 0.8021,
"step": 7000
},
{
"epoch": 1.17,
"learning_rate": 4.903315459320265e-05,
"loss": 0.8189,
"step": 7500
},
{
"epoch": 1.24,
"learning_rate": 4.893501762539942e-05,
"loss": 0.8034,
"step": 8000
},
{
"epoch": 1.32,
"learning_rate": 4.8836880657596196e-05,
"loss": 0.8156,
"step": 8500
},
{
"epoch": 1.4,
"learning_rate": 4.873874368979297e-05,
"loss": 0.8075,
"step": 9000
},
{
"epoch": 1.4,
"eval_bleu": 9.1197,
"eval_gen_len": 17.6811,
"eval_loss": 0.945686399936676,
"eval_runtime": 839.7466,
"eval_samples_per_second": 15.32,
"eval_steps_per_second": 0.959,
"step": 9000
},
{
"epoch": 1.48,
"learning_rate": 4.864060672198975e-05,
"loss": 0.81,
"step": 9500
},
{
"epoch": 1.55,
"learning_rate": 4.854246975418653e-05,
"loss": 0.8101,
"step": 10000
},
{
"epoch": 1.63,
"learning_rate": 4.84443327863833e-05,
"loss": 0.7964,
"step": 10500
},
{
"epoch": 1.71,
"learning_rate": 4.8346195818580075e-05,
"loss": 0.806,
"step": 11000
},
{
"epoch": 1.79,
"learning_rate": 4.8248058850776855e-05,
"loss": 0.8042,
"step": 11500
},
{
"epoch": 1.87,
"learning_rate": 4.814992188297363e-05,
"loss": 0.8082,
"step": 12000
},
{
"epoch": 1.87,
"eval_bleu": 8.4837,
"eval_gen_len": 17.4826,
"eval_loss": 0.9052917957305908,
"eval_runtime": 837.7614,
"eval_samples_per_second": 15.356,
"eval_steps_per_second": 0.961,
"step": 12000
},
{
"epoch": 1.94,
"learning_rate": 4.805178491517041e-05,
"loss": 0.8032,
"step": 12500
},
{
"epoch": 2.02,
"learning_rate": 4.795364794736719e-05,
"loss": 0.7252,
"step": 13000
},
{
"epoch": 2.1,
"learning_rate": 4.785551097956396e-05,
"loss": 0.5682,
"step": 13500
},
{
"epoch": 2.18,
"learning_rate": 4.7757374011760734e-05,
"loss": 0.5741,
"step": 14000
},
{
"epoch": 2.25,
"learning_rate": 4.7659237043957514e-05,
"loss": 0.5818,
"step": 14500
},
{
"epoch": 2.33,
"learning_rate": 4.7561100076154294e-05,
"loss": 0.5841,
"step": 15000
},
{
"epoch": 2.33,
"eval_bleu": 9.8887,
"eval_gen_len": 17.5166,
"eval_loss": 0.9302938580513,
"eval_runtime": 835.8268,
"eval_samples_per_second": 15.392,
"eval_steps_per_second": 0.963,
"step": 15000
},
{
"epoch": 2.41,
"learning_rate": 4.746296310835107e-05,
"loss": 0.5893,
"step": 15500
},
{
"epoch": 2.49,
"learning_rate": 4.736482614054784e-05,
"loss": 0.5978,
"step": 16000
},
{
"epoch": 2.56,
"learning_rate": 4.726668917274461e-05,
"loss": 0.6057,
"step": 16500
},
{
"epoch": 2.64,
"learning_rate": 4.716855220494139e-05,
"loss": 0.6048,
"step": 17000
},
{
"epoch": 2.72,
"learning_rate": 4.707041523713817e-05,
"loss": 0.6113,
"step": 17500
},
{
"epoch": 2.8,
"learning_rate": 4.6972278269334946e-05,
"loss": 0.6142,
"step": 18000
},
{
"epoch": 2.8,
"eval_bleu": 9.547,
"eval_gen_len": 17.426,
"eval_loss": 0.9142343401908875,
"eval_runtime": 836.5663,
"eval_samples_per_second": 15.378,
"eval_steps_per_second": 0.962,
"step": 18000
},
{
"epoch": 2.88,
"learning_rate": 4.6874141301531726e-05,
"loss": 0.6165,
"step": 18500
},
{
"epoch": 2.95,
"learning_rate": 4.67760043337285e-05,
"loss": 0.6087,
"step": 19000
},
{
"epoch": 3.03,
"learning_rate": 4.667786736592528e-05,
"loss": 0.5237,
"step": 19500
},
{
"epoch": 3.11,
"learning_rate": 4.657973039812205e-05,
"loss": 0.3981,
"step": 20000
},
{
"epoch": 3.19,
"learning_rate": 4.648159343031883e-05,
"loss": 0.4018,
"step": 20500
},
{
"epoch": 3.26,
"learning_rate": 4.6383456462515606e-05,
"loss": 0.4119,
"step": 21000
},
{
"epoch": 3.26,
"eval_bleu": 9.5055,
"eval_gen_len": 17.3378,
"eval_loss": 0.9879267811775208,
"eval_runtime": 820.5652,
"eval_samples_per_second": 15.678,
"eval_steps_per_second": 0.981,
"step": 21000
},
{
"epoch": 6.69,
"learning_rate": 3.947146767740577e-05,
"loss": 0.3417,
"step": 21500
},
{
"epoch": 6.84,
"learning_rate": 3.920825436934091e-05,
"loss": 0.3358,
"step": 22000
},
{
"epoch": 7.0,
"learning_rate": 3.8945041061276064e-05,
"loss": 0.3331,
"step": 22500
},
{
"epoch": 7.15,
"learning_rate": 3.86818277532112e-05,
"loss": 0.2743,
"step": 23000
},
{
"epoch": 7.31,
"learning_rate": 3.841861444514635e-05,
"loss": 0.2776,
"step": 23500
},
{
"epoch": 7.46,
"learning_rate": 3.8155401137081495e-05,
"loss": 0.2837,
"step": 24000
},
{
"epoch": 7.46,
"eval_bleu": 11.0549,
"eval_gen_len": 17.2982,
"eval_loss": 1.0062528848648071,
"eval_runtime": 964.1851,
"eval_samples_per_second": 13.343,
"eval_steps_per_second": 1.669,
"step": 24000
},
{
"epoch": 7.62,
"learning_rate": 3.789218782901663e-05,
"loss": 0.2896,
"step": 24500
},
{
"epoch": 7.77,
"learning_rate": 3.762897452095178e-05,
"loss": 0.2927,
"step": 25000
},
{
"epoch": 7.93,
"learning_rate": 3.7365761212886926e-05,
"loss": 0.298,
"step": 25500
},
{
"epoch": 8.08,
"learning_rate": 3.710254790482207e-05,
"loss": 0.2277,
"step": 26000
},
{
"epoch": 8.24,
"learning_rate": 3.683933459675721e-05,
"loss": 0.1723,
"step": 26500
},
{
"epoch": 8.4,
"learning_rate": 3.657612128869236e-05,
"loss": 0.1792,
"step": 27000
},
{
"epoch": 8.4,
"eval_bleu": 8.9031,
"eval_gen_len": 17.2801,
"eval_loss": 1.085568904876709,
"eval_runtime": 954.4683,
"eval_samples_per_second": 13.479,
"eval_steps_per_second": 1.686,
"step": 27000
},
{
"epoch": 8.55,
"learning_rate": 3.63129079806275e-05,
"loss": 0.1867,
"step": 27500
},
{
"epoch": 8.71,
"learning_rate": 3.6049694672562644e-05,
"loss": 0.1921,
"step": 28000
},
{
"epoch": 8.86,
"learning_rate": 3.5786481364497795e-05,
"loss": 0.1974,
"step": 28500
},
{
"epoch": 9.02,
"learning_rate": 3.552326805643293e-05,
"loss": 0.1903,
"step": 29000
},
{
"epoch": 9.17,
"learning_rate": 3.5260054748368075e-05,
"loss": 0.1132,
"step": 29500
},
{
"epoch": 9.33,
"learning_rate": 3.4996841440303226e-05,
"loss": 0.1204,
"step": 30000
},
{
"epoch": 9.33,
"eval_bleu": 11.3498,
"eval_gen_len": 17.2986,
"eval_loss": 1.1643482446670532,
"eval_runtime": 964.1632,
"eval_samples_per_second": 13.343,
"eval_steps_per_second": 1.669,
"step": 30000
},
{
"epoch": 9.48,
"learning_rate": 3.473362813223837e-05,
"loss": 0.125,
"step": 30500
},
{
"epoch": 9.64,
"learning_rate": 3.447041482417351e-05,
"loss": 0.1299,
"step": 31000
},
{
"epoch": 9.79,
"learning_rate": 3.4207201516108657e-05,
"loss": 0.1327,
"step": 31500
},
{
"epoch": 9.95,
"learning_rate": 3.39439882080438e-05,
"loss": 0.1355,
"step": 32000
},
{
"epoch": 10.11,
"learning_rate": 3.3680774899978944e-05,
"loss": 0.0975,
"step": 32500
},
{
"epoch": 10.26,
"learning_rate": 3.341756159191409e-05,
"loss": 0.0826,
"step": 33000
},
{
"epoch": 10.26,
"eval_bleu": 10.796,
"eval_gen_len": 17.3627,
"eval_loss": 1.231860876083374,
"eval_runtime": 963.3695,
"eval_samples_per_second": 13.354,
"eval_steps_per_second": 1.67,
"step": 33000
},
{
"epoch": 10.42,
"learning_rate": 3.315434828384924e-05,
"loss": 0.0874,
"step": 33500
},
{
"epoch": 10.57,
"learning_rate": 3.2891134975784375e-05,
"loss": 0.0894,
"step": 34000
},
{
"epoch": 10.73,
"learning_rate": 3.262792166771952e-05,
"loss": 0.0952,
"step": 34500
},
{
"epoch": 10.88,
"learning_rate": 3.236470835965467e-05,
"loss": 0.097,
"step": 35000
},
{
"epoch": 11.04,
"learning_rate": 3.2101495051589806e-05,
"loss": 0.0888,
"step": 35500
},
{
"epoch": 11.19,
"learning_rate": 3.1838281743524956e-05,
"loss": 0.0617,
"step": 36000
},
{
"epoch": 11.19,
"eval_bleu": 10.6211,
"eval_gen_len": 17.3748,
"eval_loss": 1.2784796953201294,
"eval_runtime": 963.6124,
"eval_samples_per_second": 13.351,
"eval_steps_per_second": 1.67,
"step": 36000
},
{
"epoch": 11.35,
"learning_rate": 3.15750684354601e-05,
"loss": 0.0635,
"step": 36500
},
{
"epoch": 11.5,
"learning_rate": 3.131185512739524e-05,
"loss": 0.0682,
"step": 37000
},
{
"epoch": 11.66,
"learning_rate": 3.104864181933039e-05,
"loss": 0.0703,
"step": 37500
},
{
"epoch": 11.82,
"learning_rate": 3.078542851126553e-05,
"loss": 0.0717,
"step": 38000
},
{
"epoch": 11.97,
"learning_rate": 3.0522215203200675e-05,
"loss": 0.0744,
"step": 38500
},
{
"epoch": 12.13,
"learning_rate": 3.025900189513582e-05,
"loss": 0.0523,
"step": 39000
},
{
"epoch": 12.13,
"eval_bleu": 9.8848,
"eval_gen_len": 17.3358,
"eval_loss": 1.3216667175292969,
"eval_runtime": 962.5757,
"eval_samples_per_second": 13.365,
"eval_steps_per_second": 1.672,
"step": 39000
},
{
"epoch": 12.13,
"step": 39000,
"total_flos": 1.976422348357632e+18,
"train_loss": 0.03363004307869153,
"train_runtime": 28583.427,
"train_samples_per_second": 108.028,
"train_steps_per_second": 3.375
}
],
"logging_steps": 500,
"max_steps": 96480,
"num_train_epochs": 30,
"save_steps": 3000,
"total_flos": 1.976422348357632e+18,
"trial_name": null,
"trial_params": null
}