File size: 3,823 Bytes
f8ab760 b0242c8 b484673 bccc1b3 f8ab760 bccc1b3 f8ab760 718277b b0242c8 718277b b0242c8 af2920b b0242c8 718277b b484673 b0242c8 718277b b0242c8 718277b b0242c8 af2920b b0242c8 718277b b0242c8 bccc1b3 718277b bccc1b3 b0242c8 bccc1b3 48cbedb b0242c8 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 |
{
"best_metric": 0.6666666666666666,
"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": 0.3333333333333333,
"train_auc_class_0": 0.6000000000000001,
"train_auc_class_1": 0.42,
"train_auc_class_2": 0.41999999999999993,
"train_auc_overall": 0.48,
"train_loss": 1.1545398235321045,
"train_runtime": 1.8894,
"train_samples_per_second": 7.939,
"train_steps_per_second": 0.529
},
{
"epoch": 1.0,
"eval_accuracy": 0.5,
"eval_auc_class_0": 0.625,
"eval_auc_class_1": 0.25,
"eval_auc_class_2": 0.75,
"eval_auc_overall": 0.5416666666666666,
"eval_loss": 1.1536046266555786,
"eval_runtime": 0.6925,
"eval_samples_per_second": 8.665,
"eval_steps_per_second": 1.444,
"step": 1
},
{
"epoch": 2.0,
"step": 2,
"train_accuracy": 0.6,
"train_auc_class_0": 0.8400000000000001,
"train_auc_class_1": 0.7200000000000001,
"train_auc_class_2": 0.8600000000000001,
"train_auc_overall": 0.8066666666666666,
"train_loss": 0.87682044506073,
"train_runtime": 1.6553,
"train_samples_per_second": 9.062,
"train_steps_per_second": 0.604
},
{
"epoch": 2.0,
"eval_accuracy": 0.6666666666666666,
"eval_auc_class_0": 0.625,
"eval_auc_class_1": 0.5,
"eval_auc_class_2": 1.0,
"eval_auc_overall": 0.7083333333333334,
"eval_loss": 0.9763297438621521,
"eval_runtime": 0.6997,
"eval_samples_per_second": 8.575,
"eval_steps_per_second": 1.429,
"step": 2
},
{
"epoch": 3.0,
"step": 3,
"train_accuracy": 0.8666666666666667,
"train_auc_class_0": 0.88,
"train_auc_class_1": 0.96,
"train_auc_class_2": 1.0,
"train_auc_overall": 0.9466666666666667,
"train_loss": 0.6894626617431641,
"train_runtime": 1.7265,
"train_samples_per_second": 8.688,
"train_steps_per_second": 0.579
},
{
"epoch": 3.0,
"eval_accuracy": 0.6666666666666666,
"eval_auc_class_0": 0.75,
"eval_auc_class_1": 0.625,
"eval_auc_class_2": 1.0,
"eval_auc_overall": 0.7916666666666666,
"eval_loss": 0.9298850893974304,
"eval_runtime": 0.7147,
"eval_samples_per_second": 8.395,
"eval_steps_per_second": 1.399,
"step": 3
},
{
"epoch": 3.0,
"step": 3,
"total_flos": 3525591661885440.0,
"train_loss": 0.24405852953592935,
"train_runtime": 72.8636,
"train_samples_per_second": 0.618,
"train_steps_per_second": 0.041
},
{
"epoch": 3.0,
"step": 3,
"train_accuracy": 0.7333333333333333,
"train_auc_class_0": 0.8400000000000001,
"train_auc_class_1": 0.9199999999999999,
"train_auc_class_2": 1.0,
"train_auc_overall": 0.9199999999999999,
"train_loss": 0.7121346592903137,
"train_runtime": 1.6755,
"train_samples_per_second": 8.952,
"train_steps_per_second": 0.597
}
],
"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
}
|