ES-PT / trainer_state.json
Ife's picture
commit from Ife
2114e01
raw
history blame
11.5 kB
{
"best_metric": 47.3367,
"best_model_checkpoint": "/scratch/st-amuham01-1/fenimi/transformers/examples/pytorch/translation/similar-languages-task/model_out_es-pt-tok/checkpoint-1704014",
"epoch": 35.0,
"global_step": 3371314,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.9500000000000004e-05,
"loss": 0.8042,
"step": 131078
},
{
"epoch": 1.0,
"eval_bleu": 46.137,
"eval_gen_len": 73.7186,
"eval_loss": 0.7053773999214172,
"eval_runtime": 93.6018,
"eval_samples_per_second": 10.363,
"eval_steps_per_second": 0.331,
"step": 131078
},
{
"epoch": 2.0,
"learning_rate": 4.9e-05,
"loss": 0.6488,
"step": 262156
},
{
"epoch": 2.0,
"eval_bleu": 46.1742,
"eval_gen_len": 73.8876,
"eval_loss": 0.6584964990615845,
"eval_runtime": 91.805,
"eval_samples_per_second": 10.566,
"eval_steps_per_second": 0.338,
"step": 262156
},
{
"epoch": 3.0,
"learning_rate": 4.85e-05,
"loss": 0.6069,
"step": 393234
},
{
"epoch": 3.0,
"eval_bleu": 46.0956,
"eval_gen_len": 73.666,
"eval_loss": 0.6464588046073914,
"eval_runtime": 87.4692,
"eval_samples_per_second": 11.09,
"eval_steps_per_second": 0.354,
"step": 393234
},
{
"epoch": 4.0,
"learning_rate": 4.8e-05,
"loss": 0.5821,
"step": 524312
},
{
"epoch": 4.0,
"eval_bleu": 46.326,
"eval_gen_len": 73.932,
"eval_loss": 0.6305918097496033,
"eval_runtime": 90.9772,
"eval_samples_per_second": 10.662,
"eval_steps_per_second": 0.341,
"step": 524312
},
{
"epoch": 5.0,
"learning_rate": 4.75e-05,
"loss": 0.5648,
"step": 655390
},
{
"epoch": 5.0,
"eval_bleu": 46.3267,
"eval_gen_len": 73.6505,
"eval_loss": 0.617319643497467,
"eval_runtime": 86.5507,
"eval_samples_per_second": 11.207,
"eval_steps_per_second": 0.358,
"step": 655390
},
{
"epoch": 6.0,
"learning_rate": 4.7e-05,
"loss": 0.5515,
"step": 786468
},
{
"epoch": 6.0,
"eval_bleu": 46.6537,
"eval_gen_len": 73.8722,
"eval_loss": 0.6139377355575562,
"eval_runtime": 88.9058,
"eval_samples_per_second": 10.91,
"eval_steps_per_second": 0.349,
"step": 786468
},
{
"epoch": 7.0,
"learning_rate": 4.6500000000000005e-05,
"loss": 0.541,
"step": 917546
},
{
"epoch": 7.0,
"eval_bleu": 46.5628,
"eval_gen_len": 73.8412,
"eval_loss": 0.6046749353408813,
"eval_runtime": 87.2322,
"eval_samples_per_second": 11.12,
"eval_steps_per_second": 0.355,
"step": 917546
},
{
"epoch": 8.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5323,
"step": 1048624
},
{
"epoch": 8.0,
"eval_bleu": 46.5538,
"eval_gen_len": 73.8216,
"eval_loss": 0.5961582064628601,
"eval_runtime": 88.6262,
"eval_samples_per_second": 10.945,
"eval_steps_per_second": 0.35,
"step": 1048624
},
{
"epoch": 9.0,
"learning_rate": 4.55e-05,
"loss": 0.525,
"step": 1179702
},
{
"epoch": 9.0,
"eval_bleu": 46.543,
"eval_gen_len": 74.0711,
"eval_loss": 0.5961570739746094,
"eval_runtime": 90.5754,
"eval_samples_per_second": 10.709,
"eval_steps_per_second": 0.342,
"step": 1179702
},
{
"epoch": 10.0,
"learning_rate": 4.5e-05,
"loss": 0.5184,
"step": 1310780
},
{
"epoch": 10.0,
"eval_bleu": 46.772,
"eval_gen_len": 73.8258,
"eval_loss": 0.5992215275764465,
"eval_runtime": 86.6687,
"eval_samples_per_second": 11.192,
"eval_steps_per_second": 0.358,
"step": 1310780
},
{
"epoch": 11.0,
"learning_rate": 4.4500000000000004e-05,
"loss": 0.5126,
"step": 1441858
},
{
"epoch": 11.0,
"eval_bleu": 46.875,
"eval_gen_len": 74.0124,
"eval_loss": 0.5917361378669739,
"eval_runtime": 91.2818,
"eval_samples_per_second": 10.626,
"eval_steps_per_second": 0.34,
"step": 1441858
},
{
"epoch": 12.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.5075,
"step": 1572936
},
{
"epoch": 12.0,
"eval_bleu": 46.5982,
"eval_gen_len": 74.0639,
"eval_loss": 0.59002286195755,
"eval_runtime": 95.1271,
"eval_samples_per_second": 10.197,
"eval_steps_per_second": 0.326,
"step": 1572936
},
{
"epoch": 13.0,
"learning_rate": 4.35e-05,
"loss": 0.503,
"step": 1704014
},
{
"epoch": 13.0,
"eval_bleu": 47.3367,
"eval_gen_len": 73.9134,
"eval_loss": 0.591410756111145,
"eval_runtime": 87.7758,
"eval_samples_per_second": 11.051,
"eval_steps_per_second": 0.353,
"step": 1704014
},
{
"epoch": 14.0,
"learning_rate": 4.3e-05,
"loss": 0.4987,
"step": 1835092
},
{
"epoch": 14.0,
"eval_bleu": 46.5688,
"eval_gen_len": 73.9072,
"eval_loss": 0.5959733128547668,
"eval_runtime": 95.2654,
"eval_samples_per_second": 10.182,
"eval_steps_per_second": 0.325,
"step": 1835092
},
{
"epoch": 15.0,
"learning_rate": 4.25e-05,
"loss": 0.4947,
"step": 1966170
},
{
"epoch": 15.0,
"eval_bleu": 46.8246,
"eval_gen_len": 74.066,
"eval_loss": 0.5951239466667175,
"eval_runtime": 89.8542,
"eval_samples_per_second": 10.795,
"eval_steps_per_second": 0.345,
"step": 1966170
},
{
"epoch": 16.0,
"learning_rate": 4.2e-05,
"loss": 0.4912,
"step": 2097248
},
{
"epoch": 16.0,
"eval_bleu": 46.6078,
"eval_gen_len": 74.1052,
"eval_loss": 0.5862768888473511,
"eval_runtime": 90.8564,
"eval_samples_per_second": 10.676,
"eval_steps_per_second": 0.341,
"step": 2097248
},
{
"epoch": 17.0,
"learning_rate": 4.15e-05,
"loss": 0.4877,
"step": 2228326
},
{
"epoch": 17.0,
"eval_bleu": 46.4987,
"eval_gen_len": 73.8402,
"eval_loss": 0.5898135304450989,
"eval_runtime": 93.1614,
"eval_samples_per_second": 10.412,
"eval_steps_per_second": 0.333,
"step": 2228326
},
{
"epoch": 24.0,
"learning_rate": 3.780262784911128e-05,
"loss": 0.4915,
"step": 2323575
},
{
"epoch": 24.0,
"eval_bleu": 46.9695,
"eval_gen_len": 73.9588,
"eval_loss": 0.5856001973152161,
"eval_runtime": 77.7022,
"eval_samples_per_second": 12.484,
"eval_steps_per_second": 0.399,
"step": 2323575
},
{
"epoch": 25.0,
"learning_rate": 3.730262784911128e-05,
"loss": 0.4858,
"step": 2418824
},
{
"epoch": 25.0,
"eval_bleu": 46.9834,
"eval_gen_len": 73.7845,
"eval_loss": 0.5880559682846069,
"eval_runtime": 76.2261,
"eval_samples_per_second": 12.725,
"eval_steps_per_second": 0.407,
"step": 2418824
},
{
"epoch": 26.0,
"learning_rate": 3.6802627849111274e-05,
"loss": 0.4819,
"step": 2514073
},
{
"epoch": 26.0,
"eval_bleu": 47.2378,
"eval_gen_len": 73.7866,
"eval_loss": 0.5938757061958313,
"eval_runtime": 77.0503,
"eval_samples_per_second": 12.589,
"eval_steps_per_second": 0.402,
"step": 2514073
},
{
"epoch": 27.0,
"learning_rate": 3.6302627849111276e-05,
"loss": 0.4785,
"step": 2609322
},
{
"epoch": 27.0,
"eval_bleu": 47.1579,
"eval_gen_len": 74.1351,
"eval_loss": 0.593238115310669,
"eval_runtime": 79.7831,
"eval_samples_per_second": 12.158,
"eval_steps_per_second": 0.389,
"step": 2609322
},
{
"epoch": 28.0,
"learning_rate": 3.5802627849111284e-05,
"loss": 0.4757,
"step": 2704571
},
{
"epoch": 28.0,
"eval_bleu": 47.0974,
"eval_gen_len": 73.8289,
"eval_loss": 0.5946824550628662,
"eval_runtime": 77.1019,
"eval_samples_per_second": 12.581,
"eval_steps_per_second": 0.402,
"step": 2704571
},
{
"epoch": 29.0,
"learning_rate": 3.530262784911128e-05,
"loss": 0.4729,
"step": 2799820
},
{
"epoch": 29.0,
"eval_bleu": 47.2814,
"eval_gen_len": 74.1485,
"eval_loss": 0.5900229811668396,
"eval_runtime": 76.5406,
"eval_samples_per_second": 12.673,
"eval_steps_per_second": 0.405,
"step": 2799820
},
{
"epoch": 30.0,
"learning_rate": 3.480262784911128e-05,
"loss": 0.4702,
"step": 2895069
},
{
"epoch": 30.0,
"eval_bleu": 47.1382,
"eval_gen_len": 73.8495,
"eval_loss": 0.5961056351661682,
"eval_runtime": 77.883,
"eval_samples_per_second": 12.455,
"eval_steps_per_second": 0.398,
"step": 2895069
},
{
"epoch": 31.0,
"learning_rate": 3.430262784911128e-05,
"loss": 0.4678,
"step": 2990318
},
{
"epoch": 31.0,
"eval_bleu": 46.9917,
"eval_gen_len": 74.0526,
"eval_loss": 0.5983180999755859,
"eval_runtime": 77.7736,
"eval_samples_per_second": 12.472,
"eval_steps_per_second": 0.399,
"step": 2990318
},
{
"epoch": 32.0,
"learning_rate": 3.3802627849111276e-05,
"loss": 0.4654,
"step": 3085567
},
{
"epoch": 32.0,
"eval_bleu": 47.1391,
"eval_gen_len": 73.8381,
"eval_loss": 0.5979074835777283,
"eval_runtime": 79.7831,
"eval_samples_per_second": 12.158,
"eval_steps_per_second": 0.389,
"step": 3085567
},
{
"epoch": 33.0,
"learning_rate": 3.330262784911128e-05,
"loss": 0.4632,
"step": 3180816
},
{
"epoch": 33.0,
"eval_bleu": 46.5598,
"eval_gen_len": 73.8753,
"eval_loss": 0.5982452630996704,
"eval_runtime": 78.0544,
"eval_samples_per_second": 12.427,
"eval_steps_per_second": 0.397,
"step": 3180816
},
{
"epoch": 34.0,
"learning_rate": 3.280262784911128e-05,
"loss": 0.461,
"step": 3276065
},
{
"epoch": 34.0,
"eval_bleu": 46.503,
"eval_gen_len": 73.9577,
"eval_loss": 0.5941172242164612,
"eval_runtime": 77.6074,
"eval_samples_per_second": 12.499,
"eval_steps_per_second": 0.399,
"step": 3276065
},
{
"epoch": 35.0,
"learning_rate": 3.230262784911128e-05,
"loss": 0.459,
"step": 3371314
},
{
"epoch": 35.0,
"eval_bleu": 47.3154,
"eval_gen_len": 74.0649,
"eval_loss": 0.598816990852356,
"eval_runtime": 79.9962,
"eval_samples_per_second": 12.126,
"eval_steps_per_second": 0.388,
"step": 3371314
}
],
"max_steps": 9524900,
"num_train_epochs": 100,
"total_flos": 1.0411885225994306e+19,
"trial_name": null,
"trial_params": null
}