vit-base-patch16-224-ve-U11-b-24 / trainer_state.json
Augusto777's picture
End of training
1695856 verified
{
"best_metric": 0.9130434782608695,
"best_model_checkpoint": "vit-base-patch16-224-ve-U11-b-24\\checkpoint-117",
"epoch": 22.153846153846153,
"eval_steps": 500,
"global_step": 144,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.92,
"eval_accuracy": 0.5434782608695652,
"eval_loss": 1.3798073530197144,
"eval_runtime": 0.9211,
"eval_samples_per_second": 49.941,
"eval_steps_per_second": 2.171,
"step": 6
},
{
"epoch": 1.54,
"learning_rate": 5.419117647058824e-05,
"loss": 1.3792,
"step": 10
},
{
"epoch": 2.0,
"eval_accuracy": 0.6521739130434783,
"eval_loss": 1.3090617656707764,
"eval_runtime": 0.8387,
"eval_samples_per_second": 54.85,
"eval_steps_per_second": 2.385,
"step": 13
},
{
"epoch": 2.92,
"eval_accuracy": 0.5869565217391305,
"eval_loss": 1.2226966619491577,
"eval_runtime": 0.7418,
"eval_samples_per_second": 62.012,
"eval_steps_per_second": 2.696,
"step": 19
},
{
"epoch": 3.08,
"learning_rate": 5.0147058823529414e-05,
"loss": 1.2783,
"step": 20
},
{
"epoch": 4.0,
"eval_accuracy": 0.6086956521739131,
"eval_loss": 1.1262723207473755,
"eval_runtime": 0.7431,
"eval_samples_per_second": 61.9,
"eval_steps_per_second": 2.691,
"step": 26
},
{
"epoch": 4.62,
"learning_rate": 4.610294117647059e-05,
"loss": 1.1226,
"step": 30
},
{
"epoch": 4.92,
"eval_accuracy": 0.6521739130434783,
"eval_loss": 1.0465526580810547,
"eval_runtime": 0.7448,
"eval_samples_per_second": 61.765,
"eval_steps_per_second": 2.685,
"step": 32
},
{
"epoch": 6.0,
"eval_accuracy": 0.5869565217391305,
"eval_loss": 0.9854069352149963,
"eval_runtime": 0.7677,
"eval_samples_per_second": 59.917,
"eval_steps_per_second": 2.605,
"step": 39
},
{
"epoch": 6.15,
"learning_rate": 4.205882352941176e-05,
"loss": 0.9881,
"step": 40
},
{
"epoch": 6.92,
"eval_accuracy": 0.6956521739130435,
"eval_loss": 0.9302965402603149,
"eval_runtime": 0.7343,
"eval_samples_per_second": 62.642,
"eval_steps_per_second": 2.724,
"step": 45
},
{
"epoch": 7.69,
"learning_rate": 3.801470588235294e-05,
"loss": 0.8707,
"step": 50
},
{
"epoch": 8.0,
"eval_accuracy": 0.782608695652174,
"eval_loss": 0.8805552124977112,
"eval_runtime": 0.7752,
"eval_samples_per_second": 59.337,
"eval_steps_per_second": 2.58,
"step": 52
},
{
"epoch": 8.92,
"eval_accuracy": 0.782608695652174,
"eval_loss": 0.8234447240829468,
"eval_runtime": 0.726,
"eval_samples_per_second": 63.36,
"eval_steps_per_second": 2.755,
"step": 58
},
{
"epoch": 9.23,
"learning_rate": 3.397058823529412e-05,
"loss": 0.7604,
"step": 60
},
{
"epoch": 10.0,
"eval_accuracy": 0.8260869565217391,
"eval_loss": 0.7159415483474731,
"eval_runtime": 0.7512,
"eval_samples_per_second": 61.236,
"eval_steps_per_second": 2.662,
"step": 65
},
{
"epoch": 10.77,
"learning_rate": 2.992647058823529e-05,
"loss": 0.6452,
"step": 70
},
{
"epoch": 10.92,
"eval_accuracy": 0.8478260869565217,
"eval_loss": 0.6929341554641724,
"eval_runtime": 0.7972,
"eval_samples_per_second": 57.705,
"eval_steps_per_second": 2.509,
"step": 71
},
{
"epoch": 12.0,
"eval_accuracy": 0.8695652173913043,
"eval_loss": 0.6490562558174133,
"eval_runtime": 0.7845,
"eval_samples_per_second": 58.637,
"eval_steps_per_second": 2.549,
"step": 78
},
{
"epoch": 12.31,
"learning_rate": 2.5882352941176472e-05,
"loss": 0.5576,
"step": 80
},
{
"epoch": 12.92,
"eval_accuracy": 0.8478260869565217,
"eval_loss": 0.5923656225204468,
"eval_runtime": 0.7527,
"eval_samples_per_second": 61.115,
"eval_steps_per_second": 2.657,
"step": 84
},
{
"epoch": 13.85,
"learning_rate": 2.1838235294117645e-05,
"loss": 0.4708,
"step": 90
},
{
"epoch": 14.0,
"eval_accuracy": 0.8478260869565217,
"eval_loss": 0.5550963878631592,
"eval_runtime": 0.8057,
"eval_samples_per_second": 57.091,
"eval_steps_per_second": 2.482,
"step": 91
},
{
"epoch": 14.92,
"eval_accuracy": 0.8043478260869565,
"eval_loss": 0.6354050636291504,
"eval_runtime": 0.8771,
"eval_samples_per_second": 52.446,
"eval_steps_per_second": 2.28,
"step": 97
},
{
"epoch": 15.38,
"learning_rate": 1.7794117647058825e-05,
"loss": 0.422,
"step": 100
},
{
"epoch": 16.0,
"eval_accuracy": 0.8695652173913043,
"eval_loss": 0.5129868388175964,
"eval_runtime": 0.7568,
"eval_samples_per_second": 60.785,
"eval_steps_per_second": 2.643,
"step": 104
},
{
"epoch": 16.92,
"learning_rate": 1.375e-05,
"loss": 0.3546,
"step": 110
},
{
"epoch": 16.92,
"eval_accuracy": 0.8695652173913043,
"eval_loss": 0.5302236676216125,
"eval_runtime": 0.7453,
"eval_samples_per_second": 61.721,
"eval_steps_per_second": 2.684,
"step": 110
},
{
"epoch": 18.0,
"eval_accuracy": 0.9130434782608695,
"eval_loss": 0.4435981810092926,
"eval_runtime": 0.7717,
"eval_samples_per_second": 59.607,
"eval_steps_per_second": 2.592,
"step": 117
},
{
"epoch": 18.46,
"learning_rate": 9.705882352941177e-06,
"loss": 0.3353,
"step": 120
},
{
"epoch": 18.92,
"eval_accuracy": 0.8260869565217391,
"eval_loss": 0.5620782375335693,
"eval_runtime": 0.7372,
"eval_samples_per_second": 62.402,
"eval_steps_per_second": 2.713,
"step": 123
},
{
"epoch": 20.0,
"learning_rate": 5.661764705882353e-06,
"loss": 0.3106,
"step": 130
},
{
"epoch": 20.0,
"eval_accuracy": 0.8695652173913043,
"eval_loss": 0.4911867082118988,
"eval_runtime": 0.7695,
"eval_samples_per_second": 59.776,
"eval_steps_per_second": 2.599,
"step": 130
},
{
"epoch": 20.92,
"eval_accuracy": 0.8913043478260869,
"eval_loss": 0.4746726453304291,
"eval_runtime": 0.8093,
"eval_samples_per_second": 56.842,
"eval_steps_per_second": 2.471,
"step": 136
},
{
"epoch": 21.54,
"learning_rate": 1.6176470588235295e-06,
"loss": 0.312,
"step": 140
},
{
"epoch": 22.0,
"eval_accuracy": 0.8913043478260869,
"eval_loss": 0.46030691266059875,
"eval_runtime": 0.7427,
"eval_samples_per_second": 61.935,
"eval_steps_per_second": 2.693,
"step": 143
},
{
"epoch": 22.15,
"eval_accuracy": 0.8913043478260869,
"eval_loss": 0.4597944915294647,
"eval_runtime": 0.7386,
"eval_samples_per_second": 62.279,
"eval_steps_per_second": 2.708,
"step": 144
},
{
"epoch": 22.15,
"step": 144,
"total_flos": 1.4061948496538665e+18,
"train_loss": 0.689174536201689,
"train_runtime": 307.4489,
"train_samples_per_second": 63.933,
"train_steps_per_second": 0.468
}
],
"logging_steps": 10,
"max_steps": 144,
"num_input_tokens_seen": 0,
"num_train_epochs": 24,
"save_steps": 500,
"total_flos": 1.4061948496538665e+18,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}