davanstrien's picture
davanstrien HF staff
End of training
132b16f
{
"best_metric": 0.12829144299030304,
"best_model_checkpoint": "/leicester_binary_convnext_small/checkpoint-182",
"epoch": 30.0,
"global_step": 210,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.5143362283706665,
"eval_runtime": 10.0208,
"eval_samples_per_second": 7.884,
"eval_steps_per_second": 0.1,
"step": 7
},
{
"epoch": 1.43,
"learning_rate": 1.904761904761905e-05,
"loss": 0.5872,
"step": 10
},
{
"epoch": 2.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.42147475481033325,
"eval_runtime": 10.225,
"eval_samples_per_second": 7.726,
"eval_steps_per_second": 0.098,
"step": 14
},
{
"epoch": 2.86,
"learning_rate": 1.8095238095238097e-05,
"loss": 0.3903,
"step": 20
},
{
"epoch": 3.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.4127243757247925,
"eval_runtime": 9.9737,
"eval_samples_per_second": 7.921,
"eval_steps_per_second": 0.1,
"step": 21
},
{
"epoch": 4.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.36054694652557373,
"eval_runtime": 9.9338,
"eval_samples_per_second": 7.953,
"eval_steps_per_second": 0.101,
"step": 28
},
{
"epoch": 4.29,
"learning_rate": 1.7142857142857142e-05,
"loss": 0.3163,
"step": 30
},
{
"epoch": 5.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.3152060806751251,
"eval_runtime": 10.1128,
"eval_samples_per_second": 7.812,
"eval_steps_per_second": 0.099,
"step": 35
},
{
"epoch": 5.71,
"learning_rate": 1.6190476190476193e-05,
"loss": 0.2942,
"step": 40
},
{
"epoch": 6.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.2942211925983429,
"eval_runtime": 10.0302,
"eval_samples_per_second": 7.876,
"eval_steps_per_second": 0.1,
"step": 42
},
{
"epoch": 7.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.2668735980987549,
"eval_runtime": 9.9387,
"eval_samples_per_second": 7.949,
"eval_steps_per_second": 0.101,
"step": 49
},
{
"epoch": 7.14,
"learning_rate": 1.523809523809524e-05,
"loss": 0.2755,
"step": 50
},
{
"epoch": 8.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.23157073557376862,
"eval_runtime": 10.0692,
"eval_samples_per_second": 7.846,
"eval_steps_per_second": 0.099,
"step": 56
},
{
"epoch": 8.57,
"learning_rate": 1.4285714285714287e-05,
"loss": 0.2281,
"step": 60
},
{
"epoch": 9.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.2104099839925766,
"eval_runtime": 10.0928,
"eval_samples_per_second": 7.827,
"eval_steps_per_second": 0.099,
"step": 63
},
{
"epoch": 10.0,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.2076,
"step": 70
},
{
"epoch": 10.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.1937984824180603,
"eval_runtime": 9.9756,
"eval_samples_per_second": 7.919,
"eval_steps_per_second": 0.1,
"step": 70
},
{
"epoch": 11.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.1803407520055771,
"eval_runtime": 10.0131,
"eval_samples_per_second": 7.89,
"eval_steps_per_second": 0.1,
"step": 77
},
{
"epoch": 11.43,
"learning_rate": 1.2380952380952383e-05,
"loss": 0.1832,
"step": 80
},
{
"epoch": 12.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.17044714093208313,
"eval_runtime": 10.0514,
"eval_samples_per_second": 7.86,
"eval_steps_per_second": 0.099,
"step": 84
},
{
"epoch": 12.86,
"learning_rate": 1.1523809523809524e-05,
"loss": 0.1758,
"step": 90
},
{
"epoch": 13.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.16500937938690186,
"eval_runtime": 9.8999,
"eval_samples_per_second": 7.98,
"eval_steps_per_second": 0.101,
"step": 91
},
{
"epoch": 14.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.17136065661907196,
"eval_runtime": 10.3084,
"eval_samples_per_second": 7.664,
"eval_steps_per_second": 0.097,
"step": 98
},
{
"epoch": 14.29,
"learning_rate": 1.0571428571428572e-05,
"loss": 0.167,
"step": 100
},
{
"epoch": 15.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.1574719250202179,
"eval_runtime": 10.3458,
"eval_samples_per_second": 7.636,
"eval_steps_per_second": 0.097,
"step": 105
},
{
"epoch": 15.71,
"learning_rate": 9.61904761904762e-06,
"loss": 0.1519,
"step": 110
},
{
"epoch": 16.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.154911071062088,
"eval_runtime": 9.9419,
"eval_samples_per_second": 7.946,
"eval_steps_per_second": 0.101,
"step": 112
},
{
"epoch": 17.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.17046359181404114,
"eval_runtime": 10.1139,
"eval_samples_per_second": 7.811,
"eval_steps_per_second": 0.099,
"step": 119
},
{
"epoch": 17.14,
"learning_rate": 8.666666666666668e-06,
"loss": 0.1422,
"step": 120
},
{
"epoch": 18.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.14778320491313934,
"eval_runtime": 10.4334,
"eval_samples_per_second": 7.572,
"eval_steps_per_second": 0.096,
"step": 126
},
{
"epoch": 18.57,
"learning_rate": 7.714285714285716e-06,
"loss": 0.1444,
"step": 130
},
{
"epoch": 19.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.14368951320648193,
"eval_runtime": 9.9263,
"eval_samples_per_second": 7.959,
"eval_steps_per_second": 0.101,
"step": 133
},
{
"epoch": 20.0,
"learning_rate": 6.761904761904763e-06,
"loss": 0.1396,
"step": 140
},
{
"epoch": 20.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.13980019092559814,
"eval_runtime": 10.0444,
"eval_samples_per_second": 7.865,
"eval_steps_per_second": 0.1,
"step": 140
},
{
"epoch": 21.0,
"eval_f1": 0.8607594936708861,
"eval_loss": 0.13507133722305298,
"eval_runtime": 9.9798,
"eval_samples_per_second": 7.916,
"eval_steps_per_second": 0.1,
"step": 147
},
{
"epoch": 21.43,
"learning_rate": 5.8095238095238106e-06,
"loss": 0.1293,
"step": 150
},
{
"epoch": 22.0,
"eval_f1": 0.8987341772151899,
"eval_loss": 0.1370120793581009,
"eval_runtime": 9.9423,
"eval_samples_per_second": 7.946,
"eval_steps_per_second": 0.101,
"step": 154
},
{
"epoch": 22.86,
"learning_rate": 4.857142857142858e-06,
"loss": 0.1361,
"step": 160
},
{
"epoch": 23.0,
"eval_f1": 0.8987341772151899,
"eval_loss": 0.13351036608219147,
"eval_runtime": 9.9968,
"eval_samples_per_second": 7.903,
"eval_steps_per_second": 0.1,
"step": 161
},
{
"epoch": 24.0,
"eval_f1": 0.9367088607594937,
"eval_loss": 0.13105367124080658,
"eval_runtime": 10.0843,
"eval_samples_per_second": 7.834,
"eval_steps_per_second": 0.099,
"step": 168
},
{
"epoch": 24.29,
"learning_rate": 3.9047619047619055e-06,
"loss": 0.1246,
"step": 170
},
{
"epoch": 25.0,
"eval_f1": 0.9620253164556962,
"eval_loss": 0.12886276841163635,
"eval_runtime": 9.9441,
"eval_samples_per_second": 7.944,
"eval_steps_per_second": 0.101,
"step": 175
},
{
"epoch": 25.71,
"learning_rate": 2.9523809523809525e-06,
"loss": 0.1211,
"step": 180
},
{
"epoch": 26.0,
"eval_f1": 0.9620253164556962,
"eval_loss": 0.12829144299030304,
"eval_runtime": 10.0697,
"eval_samples_per_second": 7.845,
"eval_steps_per_second": 0.099,
"step": 182
},
{
"epoch": 27.0,
"eval_f1": 0.9620253164556962,
"eval_loss": 0.12941910326480865,
"eval_runtime": 10.0409,
"eval_samples_per_second": 7.868,
"eval_steps_per_second": 0.1,
"step": 189
},
{
"epoch": 27.14,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.1182,
"step": 190
},
{
"epoch": 28.0,
"eval_f1": 0.9620253164556962,
"eval_loss": 0.13063742220401764,
"eval_runtime": 9.9814,
"eval_samples_per_second": 7.915,
"eval_steps_per_second": 0.1,
"step": 196
},
{
"epoch": 28.57,
"learning_rate": 1.0476190476190478e-06,
"loss": 0.1172,
"step": 200
},
{
"epoch": 29.0,
"eval_f1": 0.9620253164556962,
"eval_loss": 0.13123980164527893,
"eval_runtime": 9.9869,
"eval_samples_per_second": 7.91,
"eval_steps_per_second": 0.1,
"step": 203
},
{
"epoch": 30.0,
"learning_rate": 9.523809523809525e-08,
"loss": 0.1102,
"step": 210
},
{
"epoch": 30.0,
"eval_f1": 0.9620253164556962,
"eval_loss": 0.1317748874425888,
"eval_runtime": 9.9991,
"eval_samples_per_second": 7.901,
"eval_steps_per_second": 0.1,
"step": 210
},
{
"epoch": 30.0,
"step": 210,
"total_flos": 5.976482160866918e+17,
"train_loss": 0.20286732230867657,
"train_runtime": 1939.2485,
"train_samples_per_second": 6.9,
"train_steps_per_second": 0.108
}
],
"max_steps": 210,
"num_train_epochs": 30,
"total_flos": 5.976482160866918e+17,
"trial_name": null,
"trial_params": null
}