File size: 3,313 Bytes
f8ab760 bccc1b3 718277b bccc1b3 f8ab760 bccc1b3 f8ab760 718277b bccc1b3 718277b bccc1b3 718277b bccc1b3 718277b bccc1b3 718277b bccc1b3 718277b bccc1b3 718277b bccc1b3 718277b bccc1b3 718277b bccc1b3 f8ab760 bccc1b3 f8ab760 bccc1b3 f8ab760 bccc1b3 f8ab760 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 |
{
"best_metric": 0.8333333333333334,
"best_model_checkpoint": "swin-base-patch4-window7-224-in22k-cons_Classification_base_V10/checkpoint-2",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 3,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"step": 1,
"train_accuracy": 0.6,
"train_auc_class_0": 0.64,
"train_auc_class_1": 0.46,
"train_auc_class_2": 0.8,
"train_auc_overall": 0.6333333333333334,
"train_loss": 1.0219470262527466,
"train_runtime": 1.8345,
"train_samples_per_second": 8.177,
"train_steps_per_second": 0.545
},
{
"epoch": 1.0,
"eval_accuracy": 0.6666666666666666,
"eval_auc_class_0": 1.0,
"eval_auc_class_1": 0.5,
"eval_auc_class_2": 0.875,
"eval_auc_overall": 0.7916666666666666,
"eval_loss": 0.9240671992301941,
"eval_runtime": 0.7631,
"eval_samples_per_second": 7.863,
"eval_steps_per_second": 1.31,
"step": 1
},
{
"epoch": 2.0,
"step": 2,
"train_accuracy": 0.8,
"train_auc_class_0": 1.0,
"train_auc_class_1": 0.96,
"train_auc_class_2": 1.0,
"train_auc_overall": 0.9866666666666667,
"train_loss": 0.6553783416748047,
"train_runtime": 1.6643,
"train_samples_per_second": 9.013,
"train_steps_per_second": 0.601
},
{
"epoch": 2.0,
"eval_accuracy": 0.8333333333333334,
"eval_auc_class_0": 1.0,
"eval_auc_class_1": 0.5,
"eval_auc_class_2": 1.0,
"eval_auc_overall": 0.8333333333333334,
"eval_loss": 0.8253422379493713,
"eval_runtime": 0.6909,
"eval_samples_per_second": 8.685,
"eval_steps_per_second": 1.447,
"step": 2
},
{
"epoch": 3.0,
"step": 3,
"train_accuracy": 0.8666666666666667,
"train_auc_class_0": 0.96,
"train_auc_class_1": 1.0,
"train_auc_class_2": 0.98,
"train_auc_overall": 0.98,
"train_loss": 0.7010973691940308,
"train_runtime": 1.7627,
"train_samples_per_second": 8.51,
"train_steps_per_second": 0.567
},
{
"epoch": 3.0,
"eval_accuracy": 0.8333333333333334,
"eval_auc_class_0": 1.0,
"eval_auc_class_1": 0.625,
"eval_auc_class_2": 1.0,
"eval_auc_overall": 0.875,
"eval_loss": 0.7836728096008301,
"eval_runtime": 0.7323,
"eval_samples_per_second": 8.193,
"eval_steps_per_second": 1.366,
"step": 3
},
{
"epoch": 3.0,
"step": 3,
"total_flos": 3525591661885440.0,
"train_loss": 0.2555307348569234,
"train_runtime": 72.9305,
"train_samples_per_second": 0.617,
"train_steps_per_second": 0.041
}
],
"logging_steps": 10,
"max_steps": 3,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3525591661885440.0,
"train_batch_size": 128,
"trial_name": null,
"trial_params": null
}
|