File size: 2,604 Bytes
7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 a325cd7 7b96403 |
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 |
{
"best_metric": 0.990228013029316,
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-brainTumorData/checkpoint-84",
"epoch": 3.9655172413793105,
"global_step": 84,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.46,
"learning_rate": 4.933333333333334e-05,
"loss": 0.615,
"step": 10
},
{
"epoch": 0.92,
"learning_rate": 4.266666666666667e-05,
"loss": 0.3818,
"step": 20
},
{
"epoch": 0.97,
"eval_accuracy": 0.9706840390879479,
"eval_loss": 0.1544853299856186,
"eval_runtime": 200.5513,
"eval_samples_per_second": 1.531,
"eval_steps_per_second": 0.05,
"step": 21
},
{
"epoch": 1.41,
"learning_rate": 3.6e-05,
"loss": 0.2786,
"step": 30
},
{
"epoch": 1.87,
"learning_rate": 2.9333333333333336e-05,
"loss": 0.2407,
"step": 40
},
{
"epoch": 1.97,
"eval_accuracy": 0.9739413680781759,
"eval_loss": 0.07677152752876282,
"eval_runtime": 118.2864,
"eval_samples_per_second": 2.595,
"eval_steps_per_second": 0.085,
"step": 42
},
{
"epoch": 2.37,
"learning_rate": 2.2666666666666668e-05,
"loss": 0.2435,
"step": 50
},
{
"epoch": 2.83,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.1841,
"step": 60
},
{
"epoch": 2.97,
"eval_accuracy": 0.9869706840390879,
"eval_loss": 0.04394538328051567,
"eval_runtime": 117.8315,
"eval_samples_per_second": 2.605,
"eval_steps_per_second": 0.085,
"step": 63
},
{
"epoch": 3.32,
"learning_rate": 9.333333333333334e-06,
"loss": 0.1895,
"step": 70
},
{
"epoch": 3.78,
"learning_rate": 2.666666666666667e-06,
"loss": 0.1776,
"step": 80
},
{
"epoch": 3.97,
"eval_accuracy": 0.990228013029316,
"eval_loss": 0.035212866961956024,
"eval_runtime": 118.6469,
"eval_samples_per_second": 2.588,
"eval_steps_per_second": 0.084,
"step": 84
},
{
"epoch": 3.97,
"step": 84,
"total_flos": 2.721730793951232e+17,
"train_loss": 0.2819982838063013,
"train_runtime": 13750.6292,
"train_samples_per_second": 0.801,
"train_steps_per_second": 0.006
}
],
"max_steps": 84,
"num_train_epochs": 4,
"total_flos": 2.721730793951232e+17,
"trial_name": null,
"trial_params": null
}
|