Augusto777's picture
End of training
aa15ee2 verified
{
"best_metric": 0.45652173913043476,
"best_model_checkpoint": "swinv2-tiny-patch4-window8-256-DMAE-ex\\checkpoint-7",
"epoch": 34.285714285714285,
"eval_steps": 500,
"global_step": 120,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.86,
"eval_accuracy": 0.32608695652173914,
"eval_loss": 45.53202438354492,
"eval_runtime": 0.7612,
"eval_samples_per_second": 60.431,
"eval_steps_per_second": 3.941,
"step": 3
},
{
"epoch": 2.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 11.398162841796875,
"eval_runtime": 0.7452,
"eval_samples_per_second": 61.727,
"eval_steps_per_second": 4.026,
"step": 7
},
{
"epoch": 2.86,
"learning_rate": 0.09166666666666667,
"loss": 37.3882,
"step": 10
},
{
"epoch": 2.86,
"eval_accuracy": 0.32608695652173914,
"eval_loss": 14.659239768981934,
"eval_runtime": 0.7983,
"eval_samples_per_second": 57.624,
"eval_steps_per_second": 3.758,
"step": 10
},
{
"epoch": 4.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 5.432069301605225,
"eval_runtime": 0.8472,
"eval_samples_per_second": 54.298,
"eval_steps_per_second": 3.541,
"step": 14
},
{
"epoch": 4.86,
"eval_accuracy": 0.10869565217391304,
"eval_loss": 2.191324234008789,
"eval_runtime": 0.7984,
"eval_samples_per_second": 57.617,
"eval_steps_per_second": 3.758,
"step": 17
},
{
"epoch": 5.71,
"learning_rate": 0.08333333333333334,
"loss": 7.8109,
"step": 20
},
{
"epoch": 6.0,
"eval_accuracy": 0.10869565217391304,
"eval_loss": 7.573766231536865,
"eval_runtime": 0.8305,
"eval_samples_per_second": 55.388,
"eval_steps_per_second": 3.612,
"step": 21
},
{
"epoch": 6.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 8.57021427154541,
"eval_runtime": 0.7898,
"eval_samples_per_second": 58.244,
"eval_steps_per_second": 3.799,
"step": 24
},
{
"epoch": 8.0,
"eval_accuracy": 0.10869565217391304,
"eval_loss": 5.530113220214844,
"eval_runtime": 0.7503,
"eval_samples_per_second": 61.31,
"eval_steps_per_second": 3.998,
"step": 28
},
{
"epoch": 8.57,
"learning_rate": 0.07500000000000001,
"loss": 6.7711,
"step": 30
},
{
"epoch": 8.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 2.6876065731048584,
"eval_runtime": 0.8036,
"eval_samples_per_second": 57.245,
"eval_steps_per_second": 3.733,
"step": 31
},
{
"epoch": 10.0,
"eval_accuracy": 0.10869565217391304,
"eval_loss": 1.8742014169692993,
"eval_runtime": 0.864,
"eval_samples_per_second": 53.242,
"eval_steps_per_second": 3.472,
"step": 35
},
{
"epoch": 10.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.5266066789627075,
"eval_runtime": 0.8225,
"eval_samples_per_second": 55.927,
"eval_steps_per_second": 3.647,
"step": 38
},
{
"epoch": 11.43,
"learning_rate": 0.06666666666666667,
"loss": 1.7995,
"step": 40
},
{
"epoch": 12.0,
"eval_accuracy": 0.10869565217391304,
"eval_loss": 1.5311237573623657,
"eval_runtime": 0.7469,
"eval_samples_per_second": 61.585,
"eval_steps_per_second": 4.016,
"step": 42
},
{
"epoch": 12.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.4438916444778442,
"eval_runtime": 0.8487,
"eval_samples_per_second": 54.199,
"eval_steps_per_second": 3.535,
"step": 45
},
{
"epoch": 14.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2218061685562134,
"eval_runtime": 0.7762,
"eval_samples_per_second": 59.266,
"eval_steps_per_second": 3.865,
"step": 49
},
{
"epoch": 14.29,
"learning_rate": 0.05833333333333334,
"loss": 1.5366,
"step": 50
},
{
"epoch": 14.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.322609305381775,
"eval_runtime": 0.7716,
"eval_samples_per_second": 59.618,
"eval_steps_per_second": 3.888,
"step": 52
},
{
"epoch": 16.0,
"eval_accuracy": 0.10869565217391304,
"eval_loss": 1.6288353204727173,
"eval_runtime": 0.8457,
"eval_samples_per_second": 54.39,
"eval_steps_per_second": 3.547,
"step": 56
},
{
"epoch": 16.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.7525928020477295,
"eval_runtime": 0.8164,
"eval_samples_per_second": 56.343,
"eval_steps_per_second": 3.675,
"step": 59
},
{
"epoch": 17.14,
"learning_rate": 0.05,
"loss": 1.5748,
"step": 60
},
{
"epoch": 18.0,
"eval_accuracy": 0.32608695652173914,
"eval_loss": 1.369892954826355,
"eval_runtime": 0.817,
"eval_samples_per_second": 56.302,
"eval_steps_per_second": 3.672,
"step": 63
},
{
"epoch": 18.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2662850618362427,
"eval_runtime": 0.7845,
"eval_samples_per_second": 58.632,
"eval_steps_per_second": 3.824,
"step": 66
},
{
"epoch": 20.0,
"learning_rate": 0.04166666666666667,
"loss": 1.3933,
"step": 70
},
{
"epoch": 20.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2221952676773071,
"eval_runtime": 0.8295,
"eval_samples_per_second": 55.453,
"eval_steps_per_second": 3.617,
"step": 70
},
{
"epoch": 20.86,
"eval_accuracy": 0.32608695652173914,
"eval_loss": 1.238777756690979,
"eval_runtime": 1.2232,
"eval_samples_per_second": 37.606,
"eval_steps_per_second": 2.453,
"step": 73
},
{
"epoch": 22.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2831048965454102,
"eval_runtime": 0.7467,
"eval_samples_per_second": 61.605,
"eval_steps_per_second": 4.018,
"step": 77
},
{
"epoch": 22.86,
"learning_rate": 0.03333333333333333,
"loss": 1.2788,
"step": 80
},
{
"epoch": 22.86,
"eval_accuracy": 0.32608695652173914,
"eval_loss": 1.2515243291854858,
"eval_runtime": 0.768,
"eval_samples_per_second": 59.895,
"eval_steps_per_second": 3.906,
"step": 80
},
{
"epoch": 24.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2105132341384888,
"eval_runtime": 0.7735,
"eval_samples_per_second": 59.469,
"eval_steps_per_second": 3.878,
"step": 84
},
{
"epoch": 24.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.214127779006958,
"eval_runtime": 0.7825,
"eval_samples_per_second": 58.787,
"eval_steps_per_second": 3.834,
"step": 87
},
{
"epoch": 25.71,
"learning_rate": 0.025,
"loss": 1.2218,
"step": 90
},
{
"epoch": 26.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2214648723602295,
"eval_runtime": 0.7783,
"eval_samples_per_second": 59.1,
"eval_steps_per_second": 3.854,
"step": 91
},
{
"epoch": 26.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2189139127731323,
"eval_runtime": 0.779,
"eval_samples_per_second": 59.048,
"eval_steps_per_second": 3.851,
"step": 94
},
{
"epoch": 28.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.210168719291687,
"eval_runtime": 0.7611,
"eval_samples_per_second": 60.441,
"eval_steps_per_second": 3.942,
"step": 98
},
{
"epoch": 28.57,
"learning_rate": 0.016666666666666666,
"loss": 1.2039,
"step": 100
},
{
"epoch": 28.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2094049453735352,
"eval_runtime": 0.7482,
"eval_samples_per_second": 61.482,
"eval_steps_per_second": 4.01,
"step": 101
},
{
"epoch": 30.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.206476092338562,
"eval_runtime": 0.7612,
"eval_samples_per_second": 60.431,
"eval_steps_per_second": 3.941,
"step": 105
},
{
"epoch": 30.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2124706506729126,
"eval_runtime": 0.761,
"eval_samples_per_second": 60.451,
"eval_steps_per_second": 3.942,
"step": 108
},
{
"epoch": 31.43,
"learning_rate": 0.008333333333333333,
"loss": 1.2131,
"step": 110
},
{
"epoch": 32.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2106635570526123,
"eval_runtime": 0.8627,
"eval_samples_per_second": 53.321,
"eval_steps_per_second": 3.477,
"step": 112
},
{
"epoch": 32.86,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2078120708465576,
"eval_runtime": 0.7667,
"eval_samples_per_second": 59.998,
"eval_steps_per_second": 3.913,
"step": 115
},
{
"epoch": 34.0,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2067822217941284,
"eval_runtime": 0.7636,
"eval_samples_per_second": 60.24,
"eval_steps_per_second": 3.929,
"step": 119
},
{
"epoch": 34.29,
"learning_rate": 0.0,
"loss": 1.211,
"step": 120
},
{
"epoch": 34.29,
"eval_accuracy": 0.45652173913043476,
"eval_loss": 1.2067316770553589,
"eval_runtime": 0.9703,
"eval_samples_per_second": 47.408,
"eval_steps_per_second": 3.092,
"step": 120
},
{
"epoch": 34.29,
"step": 120,
"total_flos": 2.3770905934823424e+17,
"train_loss": 5.366930524508159,
"train_runtime": 206.997,
"train_samples_per_second": 41.16,
"train_steps_per_second": 0.58
}
],
"logging_steps": 10,
"max_steps": 120,
"num_input_tokens_seen": 0,
"num_train_epochs": 40,
"save_steps": 500,
"total_flos": 2.3770905934823424e+17,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}