nace2_level1_26 / trainer_state.json
mapama247's picture
upload nace2_level1_26 model
915389f
raw
history blame
4.58 kB
{
"best_metric": 0.8567621097797157,
"best_model_checkpoint": "./output//26_roberta-large_nace_5__5e-6_0.01_0.06_07-21-22_10-40/checkpoint-20000",
"epoch": 0.09387489761768979,
"global_step": 20000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 1.5645779550966127e-07,
"loss": 0.4615,
"step": 2000
},
{
"epoch": 0.01,
"eval_accuracy": 0.15318914123679223,
"eval_f1": 0.27608921192458447,
"eval_loss": 0.28353968262672424,
"eval_roc_auc": 0.5800321310271234,
"eval_runtime": 11156.151,
"eval_samples_per_second": 33.95,
"step": 2000
},
{
"epoch": 0.02,
"learning_rate": 3.1291559101932254e-07,
"loss": 0.231,
"step": 4000
},
{
"epoch": 0.02,
"eval_accuracy": 0.6693737887916695,
"eval_f1": 0.7682238795441866,
"eval_loss": 0.17183057963848114,
"eval_roc_auc": 0.8419285809208303,
"eval_runtime": 11148.4174,
"eval_samples_per_second": 33.974,
"step": 4000
},
{
"epoch": 0.03,
"learning_rate": 4.6937338652898386e-07,
"loss": 0.1639,
"step": 6000
},
{
"epoch": 0.03,
"eval_accuracy": 0.7266088278935668,
"eval_f1": 0.8098187138286067,
"eval_loss": 0.14115960896015167,
"eval_roc_auc": 0.8728687872480946,
"eval_runtime": 11147.6817,
"eval_samples_per_second": 33.976,
"step": 6000
},
{
"epoch": 0.04,
"learning_rate": 6.258311820386451e-07,
"loss": 0.1414,
"step": 8000
},
{
"epoch": 0.04,
"eval_accuracy": 0.7431657487445678,
"eval_f1": 0.8278856538317427,
"eval_loss": 0.12584036588668823,
"eval_roc_auc": 0.8876332405370599,
"eval_runtime": 11150.482,
"eval_samples_per_second": 33.968,
"step": 8000
},
{
"epoch": 0.05,
"learning_rate": 7.822889775483064e-07,
"loss": 0.1283,
"step": 10000
},
{
"epoch": 0.05,
"eval_accuracy": 0.7535894010360287,
"eval_f1": 0.8360526710766673,
"eval_loss": 0.11795546859502792,
"eval_roc_auc": 0.8932732282506214,
"eval_runtime": 11151.9405,
"eval_samples_per_second": 33.963,
"step": 10000
},
{
"epoch": 0.06,
"learning_rate": 9.387467730579677e-07,
"loss": 0.1211,
"step": 12000
},
{
"epoch": 0.06,
"eval_accuracy": 0.761145756876495,
"eval_f1": 0.8441615840183859,
"eval_loss": 0.11228282749652863,
"eval_roc_auc": 0.9002726570618076,
"eval_runtime": 11156.2585,
"eval_samples_per_second": 33.95,
"step": 12000
},
{
"epoch": 0.07,
"learning_rate": 1.095204568567629e-06,
"loss": 0.1136,
"step": 14000
},
{
"epoch": 0.07,
"eval_accuracy": 0.7673318301588894,
"eval_f1": 0.8490507193175131,
"eval_loss": 0.10872343182563782,
"eval_roc_auc": 0.9023344325033343,
"eval_runtime": 11157.3963,
"eval_samples_per_second": 33.946,
"step": 14000
},
{
"epoch": 0.08,
"learning_rate": 1.2516623640772901e-06,
"loss": 0.1125,
"step": 16000
},
{
"epoch": 0.08,
"eval_accuracy": 0.7712156175248315,
"eval_f1": 0.8527881220679983,
"eval_loss": 0.10447360575199127,
"eval_roc_auc": 0.9056321731592804,
"eval_runtime": 11156.4417,
"eval_samples_per_second": 33.949,
"step": 16000
},
{
"epoch": 0.08,
"learning_rate": 1.4081201595869516e-06,
"loss": 0.1085,
"step": 18000
},
{
"epoch": 0.08,
"eval_accuracy": 0.7746769671079381,
"eval_f1": 0.8550148801059216,
"eval_loss": 0.102951779961586,
"eval_roc_auc": 0.9065747008981477,
"eval_runtime": 11163.3791,
"eval_samples_per_second": 33.928,
"step": 18000
},
{
"epoch": 0.09,
"learning_rate": 1.5645779550966128e-06,
"loss": 0.1063,
"step": 20000
},
{
"epoch": 0.09,
"eval_accuracy": 0.7812854781731678,
"eval_f1": 0.8567621097797157,
"eval_loss": 0.10163237154483795,
"eval_roc_auc": 0.904867851842597,
"eval_runtime": 11164.6828,
"eval_samples_per_second": 33.924,
"step": 20000
}
],
"max_steps": 1065245,
"num_train_epochs": 5,
"total_flos": 6.9868180733952e+16,
"trial_name": null,
"trial_params": null
}