beit-base-patch16-224-OT-3 / trainer_state.json
Augusto777's picture
End of training
aab4244 verified
{
"best_metric": 0.8709677419354839,
"best_model_checkpoint": "beit-base-patch16-224-OT-3\\checkpoint-187",
"epoch": 36.36363636363637,
"eval_steps": 500,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.91,
"eval_accuracy": 0.5,
"eval_loss": 1.3787554502487183,
"eval_runtime": 2.4212,
"eval_samples_per_second": 25.607,
"eval_steps_per_second": 1.652,
"step": 5
},
{
"epoch": 1.82,
"learning_rate": 2e-05,
"loss": 1.3775,
"step": 10
},
{
"epoch": 2.0,
"eval_accuracy": 0.5161290322580645,
"eval_loss": 1.3397387266159058,
"eval_runtime": 2.3555,
"eval_samples_per_second": 26.322,
"eval_steps_per_second": 1.698,
"step": 11
},
{
"epoch": 2.91,
"eval_accuracy": 0.5161290322580645,
"eval_loss": 1.2779887914657593,
"eval_runtime": 2.4185,
"eval_samples_per_second": 25.636,
"eval_steps_per_second": 1.654,
"step": 16
},
{
"epoch": 3.64,
"learning_rate": 4e-05,
"loss": 1.2993,
"step": 20
},
{
"epoch": 4.0,
"eval_accuracy": 0.6774193548387096,
"eval_loss": 1.1642482280731201,
"eval_runtime": 2.4096,
"eval_samples_per_second": 25.73,
"eval_steps_per_second": 1.66,
"step": 22
},
{
"epoch": 4.91,
"eval_accuracy": 0.7096774193548387,
"eval_loss": 1.0751746892929077,
"eval_runtime": 2.4611,
"eval_samples_per_second": 25.192,
"eval_steps_per_second": 1.625,
"step": 27
},
{
"epoch": 5.45,
"learning_rate": 3.777777777777778e-05,
"loss": 1.1713,
"step": 30
},
{
"epoch": 6.0,
"eval_accuracy": 0.7258064516129032,
"eval_loss": 0.9749240875244141,
"eval_runtime": 2.3739,
"eval_samples_per_second": 26.117,
"eval_steps_per_second": 1.685,
"step": 33
},
{
"epoch": 6.91,
"eval_accuracy": 0.7580645161290323,
"eval_loss": 0.8665702939033508,
"eval_runtime": 2.3934,
"eval_samples_per_second": 25.905,
"eval_steps_per_second": 1.671,
"step": 38
},
{
"epoch": 7.27,
"learning_rate": 3.555555555555555e-05,
"loss": 0.9956,
"step": 40
},
{
"epoch": 8.0,
"eval_accuracy": 0.8064516129032258,
"eval_loss": 0.7634177803993225,
"eval_runtime": 2.4661,
"eval_samples_per_second": 25.141,
"eval_steps_per_second": 1.622,
"step": 44
},
{
"epoch": 8.91,
"eval_accuracy": 0.8225806451612904,
"eval_loss": 0.6863434910774231,
"eval_runtime": 2.3658,
"eval_samples_per_second": 26.206,
"eval_steps_per_second": 1.691,
"step": 49
},
{
"epoch": 9.09,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.845,
"step": 50
},
{
"epoch": 10.0,
"eval_accuracy": 0.8225806451612904,
"eval_loss": 0.600502610206604,
"eval_runtime": 2.4295,
"eval_samples_per_second": 25.52,
"eval_steps_per_second": 1.646,
"step": 55
},
{
"epoch": 10.91,
"learning_rate": 3.111111111111112e-05,
"loss": 0.7145,
"step": 60
},
{
"epoch": 10.91,
"eval_accuracy": 0.8387096774193549,
"eval_loss": 0.536449134349823,
"eval_runtime": 2.3554,
"eval_samples_per_second": 26.323,
"eval_steps_per_second": 1.698,
"step": 60
},
{
"epoch": 12.0,
"eval_accuracy": 0.8064516129032258,
"eval_loss": 0.5585461258888245,
"eval_runtime": 2.4021,
"eval_samples_per_second": 25.811,
"eval_steps_per_second": 1.665,
"step": 66
},
{
"epoch": 12.73,
"learning_rate": 2.888888888888889e-05,
"loss": 0.5907,
"step": 70
},
{
"epoch": 12.91,
"eval_accuracy": 0.7741935483870968,
"eval_loss": 0.4962176978588104,
"eval_runtime": 2.4391,
"eval_samples_per_second": 25.42,
"eval_steps_per_second": 1.64,
"step": 71
},
{
"epoch": 14.0,
"eval_accuracy": 0.7580645161290323,
"eval_loss": 0.5070138573646545,
"eval_runtime": 2.4161,
"eval_samples_per_second": 25.661,
"eval_steps_per_second": 1.656,
"step": 77
},
{
"epoch": 14.55,
"learning_rate": 2.6666666666666667e-05,
"loss": 0.5531,
"step": 80
},
{
"epoch": 14.91,
"eval_accuracy": 0.8225806451612904,
"eval_loss": 0.4648016691207886,
"eval_runtime": 2.7067,
"eval_samples_per_second": 22.906,
"eval_steps_per_second": 1.478,
"step": 82
},
{
"epoch": 16.0,
"eval_accuracy": 0.7580645161290323,
"eval_loss": 0.48115310072898865,
"eval_runtime": 2.4644,
"eval_samples_per_second": 25.159,
"eval_steps_per_second": 1.623,
"step": 88
},
{
"epoch": 16.36,
"learning_rate": 2.444444444444445e-05,
"loss": 0.4878,
"step": 90
},
{
"epoch": 16.91,
"eval_accuracy": 0.8225806451612904,
"eval_loss": 0.4281374216079712,
"eval_runtime": 2.5496,
"eval_samples_per_second": 24.318,
"eval_steps_per_second": 1.569,
"step": 93
},
{
"epoch": 18.0,
"eval_accuracy": 0.7419354838709677,
"eval_loss": 0.4796009659767151,
"eval_runtime": 2.389,
"eval_samples_per_second": 25.953,
"eval_steps_per_second": 1.674,
"step": 99
},
{
"epoch": 18.18,
"learning_rate": 2.2222222222222227e-05,
"loss": 0.4583,
"step": 100
},
{
"epoch": 18.91,
"eval_accuracy": 0.8225806451612904,
"eval_loss": 0.39126381278038025,
"eval_runtime": 2.3424,
"eval_samples_per_second": 26.469,
"eval_steps_per_second": 1.708,
"step": 104
},
{
"epoch": 20.0,
"learning_rate": 2e-05,
"loss": 0.4546,
"step": 110
},
{
"epoch": 20.0,
"eval_accuracy": 0.7741935483870968,
"eval_loss": 0.40853404998779297,
"eval_runtime": 2.3309,
"eval_samples_per_second": 26.599,
"eval_steps_per_second": 1.716,
"step": 110
},
{
"epoch": 20.91,
"eval_accuracy": 0.8387096774193549,
"eval_loss": 0.4015849232673645,
"eval_runtime": 2.354,
"eval_samples_per_second": 26.339,
"eval_steps_per_second": 1.699,
"step": 115
},
{
"epoch": 21.82,
"learning_rate": 1.7777777777777777e-05,
"loss": 0.4118,
"step": 120
},
{
"epoch": 22.0,
"eval_accuracy": 0.8225806451612904,
"eval_loss": 0.4125096797943115,
"eval_runtime": 2.4266,
"eval_samples_per_second": 25.55,
"eval_steps_per_second": 1.648,
"step": 121
},
{
"epoch": 22.91,
"eval_accuracy": 0.8225806451612904,
"eval_loss": 0.4282244145870209,
"eval_runtime": 2.4479,
"eval_samples_per_second": 25.328,
"eval_steps_per_second": 1.634,
"step": 126
},
{
"epoch": 23.64,
"learning_rate": 1.555555555555556e-05,
"loss": 0.3939,
"step": 130
},
{
"epoch": 24.0,
"eval_accuracy": 0.7741935483870968,
"eval_loss": 0.4869263470172882,
"eval_runtime": 2.3895,
"eval_samples_per_second": 25.946,
"eval_steps_per_second": 1.674,
"step": 132
},
{
"epoch": 24.91,
"eval_accuracy": 0.8548387096774194,
"eval_loss": 0.37228161096572876,
"eval_runtime": 2.3991,
"eval_samples_per_second": 25.843,
"eval_steps_per_second": 1.667,
"step": 137
},
{
"epoch": 25.45,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.4138,
"step": 140
},
{
"epoch": 26.0,
"eval_accuracy": 0.8064516129032258,
"eval_loss": 0.403173565864563,
"eval_runtime": 2.407,
"eval_samples_per_second": 25.759,
"eval_steps_per_second": 1.662,
"step": 143
},
{
"epoch": 26.91,
"eval_accuracy": 0.8064516129032258,
"eval_loss": 0.4396969974040985,
"eval_runtime": 2.4874,
"eval_samples_per_second": 24.926,
"eval_steps_per_second": 1.608,
"step": 148
},
{
"epoch": 27.27,
"learning_rate": 1.1111111111111113e-05,
"loss": 0.3599,
"step": 150
},
{
"epoch": 28.0,
"eval_accuracy": 0.8548387096774194,
"eval_loss": 0.37135955691337585,
"eval_runtime": 2.3615,
"eval_samples_per_second": 26.254,
"eval_steps_per_second": 1.694,
"step": 154
},
{
"epoch": 28.91,
"eval_accuracy": 0.8548387096774194,
"eval_loss": 0.37999215722084045,
"eval_runtime": 2.4349,
"eval_samples_per_second": 25.463,
"eval_steps_per_second": 1.643,
"step": 159
},
{
"epoch": 29.09,
"learning_rate": 8.888888888888888e-06,
"loss": 0.3629,
"step": 160
},
{
"epoch": 30.0,
"eval_accuracy": 0.8064516129032258,
"eval_loss": 0.41584670543670654,
"eval_runtime": 2.4749,
"eval_samples_per_second": 25.052,
"eval_steps_per_second": 1.616,
"step": 165
},
{
"epoch": 30.91,
"learning_rate": 6.666666666666667e-06,
"loss": 0.336,
"step": 170
},
{
"epoch": 30.91,
"eval_accuracy": 0.8225806451612904,
"eval_loss": 0.4099889099597931,
"eval_runtime": 2.447,
"eval_samples_per_second": 25.337,
"eval_steps_per_second": 1.635,
"step": 170
},
{
"epoch": 32.0,
"eval_accuracy": 0.8387096774193549,
"eval_loss": 0.4001285433769226,
"eval_runtime": 2.3315,
"eval_samples_per_second": 26.592,
"eval_steps_per_second": 1.716,
"step": 176
},
{
"epoch": 32.73,
"learning_rate": 4.444444444444444e-06,
"loss": 0.3306,
"step": 180
},
{
"epoch": 32.91,
"eval_accuracy": 0.8548387096774194,
"eval_loss": 0.3925008773803711,
"eval_runtime": 2.5275,
"eval_samples_per_second": 24.53,
"eval_steps_per_second": 1.583,
"step": 181
},
{
"epoch": 34.0,
"eval_accuracy": 0.8709677419354839,
"eval_loss": 0.39320024847984314,
"eval_runtime": 2.343,
"eval_samples_per_second": 26.462,
"eval_steps_per_second": 1.707,
"step": 187
},
{
"epoch": 34.55,
"learning_rate": 2.222222222222222e-06,
"loss": 0.3319,
"step": 190
},
{
"epoch": 34.91,
"eval_accuracy": 0.8709677419354839,
"eval_loss": 0.39424026012420654,
"eval_runtime": 2.4449,
"eval_samples_per_second": 25.359,
"eval_steps_per_second": 1.636,
"step": 192
},
{
"epoch": 36.0,
"eval_accuracy": 0.8709677419354839,
"eval_loss": 0.3883473575115204,
"eval_runtime": 2.3169,
"eval_samples_per_second": 26.76,
"eval_steps_per_second": 1.726,
"step": 198
},
{
"epoch": 36.36,
"learning_rate": 0.0,
"loss": 0.3324,
"step": 200
},
{
"epoch": 36.36,
"eval_accuracy": 0.8709677419354839,
"eval_loss": 0.38859400153160095,
"eval_runtime": 2.2999,
"eval_samples_per_second": 26.958,
"eval_steps_per_second": 1.739,
"step": 200
},
{
"epoch": 36.36,
"step": 200,
"total_flos": 9.859141601338982e+17,
"train_loss": 0.6110415649414063,
"train_runtime": 726.155,
"train_samples_per_second": 19.28,
"train_steps_per_second": 0.275
}
],
"logging_steps": 10,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 40,
"save_steps": 500,
"total_flos": 9.859141601338982e+17,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}