photocatalysisbert-squad2 / trainer_state.json
ti250's picture
Upload 15 files
596a612 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"global_step": 13088,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08,
"learning_rate": 2.88539119804401e-05,
"loss": 2.3229,
"step": 500
},
{
"epoch": 0.15,
"learning_rate": 2.7707823960880195e-05,
"loss": 1.7926,
"step": 1000
},
{
"epoch": 0.23,
"learning_rate": 2.6561735941320294e-05,
"loss": 1.6682,
"step": 1500
},
{
"epoch": 0.31,
"learning_rate": 2.5415647921760392e-05,
"loss": 1.6135,
"step": 2000
},
{
"epoch": 0.38,
"learning_rate": 2.4269559902200488e-05,
"loss": 1.5343,
"step": 2500
},
{
"epoch": 0.46,
"learning_rate": 2.3123471882640587e-05,
"loss": 1.4642,
"step": 3000
},
{
"epoch": 0.53,
"learning_rate": 2.1977383863080685e-05,
"loss": 1.423,
"step": 3500
},
{
"epoch": 0.61,
"learning_rate": 2.083129584352078e-05,
"loss": 1.41,
"step": 4000
},
{
"epoch": 0.69,
"learning_rate": 1.9685207823960883e-05,
"loss": 1.3659,
"step": 4500
},
{
"epoch": 0.76,
"learning_rate": 1.8539119804400978e-05,
"loss": 1.3153,
"step": 5000
},
{
"epoch": 0.84,
"learning_rate": 1.7393031784841077e-05,
"loss": 1.2976,
"step": 5500
},
{
"epoch": 0.92,
"learning_rate": 1.6246943765281176e-05,
"loss": 1.2462,
"step": 6000
},
{
"epoch": 0.99,
"learning_rate": 1.5100855745721271e-05,
"loss": 1.2594,
"step": 6500
},
{
"epoch": 1.07,
"learning_rate": 1.395476772616137e-05,
"loss": 1.0087,
"step": 7000
},
{
"epoch": 1.15,
"learning_rate": 1.2808679706601467e-05,
"loss": 1.0272,
"step": 7500
},
{
"epoch": 1.22,
"learning_rate": 1.1662591687041566e-05,
"loss": 1.0037,
"step": 8000
},
{
"epoch": 1.3,
"learning_rate": 1.0516503667481663e-05,
"loss": 0.968,
"step": 8500
},
{
"epoch": 1.38,
"learning_rate": 9.37041564792176e-06,
"loss": 0.9763,
"step": 9000
},
{
"epoch": 1.45,
"learning_rate": 8.224327628361858e-06,
"loss": 0.9705,
"step": 9500
},
{
"epoch": 1.53,
"learning_rate": 7.078239608801956e-06,
"loss": 0.9548,
"step": 10000
},
{
"epoch": 1.6,
"learning_rate": 5.932151589242053e-06,
"loss": 0.955,
"step": 10500
},
{
"epoch": 1.68,
"learning_rate": 4.786063569682151e-06,
"loss": 0.932,
"step": 11000
},
{
"epoch": 1.76,
"learning_rate": 3.6399755501222492e-06,
"loss": 0.9331,
"step": 11500
},
{
"epoch": 1.83,
"learning_rate": 2.493887530562347e-06,
"loss": 0.9126,
"step": 12000
},
{
"epoch": 1.91,
"learning_rate": 1.347799511002445e-06,
"loss": 0.909,
"step": 12500
},
{
"epoch": 1.99,
"learning_rate": 2.0171149144254277e-07,
"loss": 0.89,
"step": 13000
},
{
"epoch": 2.0,
"step": 13088,
"total_flos": 2.5921698247213056e+16,
"train_loss": 1.2332238556411854,
"train_runtime": 1237.3872,
"train_samples_per_second": 211.523,
"train_steps_per_second": 10.577
}
],
"max_steps": 13088,
"num_train_epochs": 2,
"total_flos": 2.5921698247213056e+16,
"trial_name": null,
"trial_params": null
}