File size: 3,094 Bytes
6dd16f9 |
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 |
{
"best_metric": 0.39378238341968913,
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-65",
"epoch": 4.814814814814815,
"eval_steps": 500,
"global_step": 65,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.7407407407407407,
"grad_norm": 2.7531347274780273,
"learning_rate": 4.741379310344828e-05,
"loss": 2.6414,
"step": 10
},
{
"epoch": 0.9629629629629629,
"eval_accuracy": 0.27461139896373055,
"eval_loss": 2.4260499477386475,
"eval_runtime": 4.2205,
"eval_samples_per_second": 45.729,
"eval_steps_per_second": 1.659,
"step": 13
},
{
"epoch": 1.4814814814814814,
"grad_norm": 6.018283843994141,
"learning_rate": 3.8793103448275865e-05,
"loss": 2.4558,
"step": 20
},
{
"epoch": 2.0,
"eval_accuracy": 0.33678756476683935,
"eval_loss": 2.15580415725708,
"eval_runtime": 4.3823,
"eval_samples_per_second": 44.04,
"eval_steps_per_second": 1.597,
"step": 27
},
{
"epoch": 2.2222222222222223,
"grad_norm": 8.673904418945312,
"learning_rate": 3.017241379310345e-05,
"loss": 2.2726,
"step": 30
},
{
"epoch": 2.962962962962963,
"grad_norm": 10.522686004638672,
"learning_rate": 2.1551724137931033e-05,
"loss": 2.1176,
"step": 40
},
{
"epoch": 2.962962962962963,
"eval_accuracy": 0.38341968911917096,
"eval_loss": 2.01640248298645,
"eval_runtime": 4.245,
"eval_samples_per_second": 45.465,
"eval_steps_per_second": 1.649,
"step": 40
},
{
"epoch": 3.7037037037037037,
"grad_norm": 12.191962242126465,
"learning_rate": 1.2931034482758622e-05,
"loss": 2.0264,
"step": 50
},
{
"epoch": 4.0,
"eval_accuracy": 0.38860103626943004,
"eval_loss": 1.9313786029815674,
"eval_runtime": 4.1882,
"eval_samples_per_second": 46.082,
"eval_steps_per_second": 1.671,
"step": 54
},
{
"epoch": 4.444444444444445,
"grad_norm": 8.964757919311523,
"learning_rate": 4.310344827586207e-06,
"loss": 1.9409,
"step": 60
},
{
"epoch": 4.814814814814815,
"eval_accuracy": 0.39378238341968913,
"eval_loss": 1.9148268699645996,
"eval_runtime": 4.182,
"eval_samples_per_second": 46.15,
"eval_steps_per_second": 1.674,
"step": 65
},
{
"epoch": 4.814814814814815,
"step": 65,
"total_flos": 1.0808265111345562e+18,
"train_loss": 2.2193346903874325,
"train_runtime": 316.4726,
"train_samples_per_second": 27.301,
"train_steps_per_second": 0.205
}
],
"logging_steps": 10,
"max_steps": 65,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 1.0808265111345562e+18,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|