File size: 3,589 Bytes
ed909e8 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 |
{
"best_metric": 0.9712643678160919,
"best_model_checkpoint": "autotrain-chest-xray-demo-1677859324-finetuned-eurosat/checkpoint-108",
"epoch": 2.979591836734694,
"eval_steps": 500,
"global_step": 108,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.272108843537415,
"grad_norm": 16.689775466918945,
"learning_rate": 4.545454545454546e-05,
"loss": 0.4485,
"step": 10
},
{
"epoch": 0.54421768707483,
"grad_norm": 10.187885284423828,
"learning_rate": 4.536082474226804e-05,
"loss": 0.2771,
"step": 20
},
{
"epoch": 0.8163265306122449,
"grad_norm": 18.186771392822266,
"learning_rate": 4.020618556701031e-05,
"loss": 0.268,
"step": 30
},
{
"epoch": 0.9795918367346939,
"eval_accuracy": 0.9616858237547893,
"eval_loss": 0.08618783950805664,
"eval_runtime": 179.5661,
"eval_samples_per_second": 2.907,
"eval_steps_per_second": 0.095,
"step": 36
},
{
"epoch": 1.1088435374149659,
"grad_norm": 3.6211280822753906,
"learning_rate": 3.5051546391752576e-05,
"loss": 0.182,
"step": 40
},
{
"epoch": 1.380952380952381,
"grad_norm": 5.028314113616943,
"learning_rate": 2.9896907216494846e-05,
"loss": 0.1337,
"step": 50
},
{
"epoch": 1.6530612244897958,
"grad_norm": 5.46250057220459,
"learning_rate": 2.4742268041237116e-05,
"loss": 0.1418,
"step": 60
},
{
"epoch": 1.925170068027211,
"grad_norm": 6.8395280838012695,
"learning_rate": 1.9587628865979382e-05,
"loss": 0.1635,
"step": 70
},
{
"epoch": 1.9795918367346939,
"eval_accuracy": 0.9674329501915708,
"eval_loss": 0.07667217403650284,
"eval_runtime": 15.7384,
"eval_samples_per_second": 33.167,
"eval_steps_per_second": 1.08,
"step": 72
},
{
"epoch": 2.2176870748299318,
"grad_norm": 1.4188082218170166,
"learning_rate": 1.4432989690721649e-05,
"loss": 0.1132,
"step": 80
},
{
"epoch": 2.489795918367347,
"grad_norm": 2.4192864894866943,
"learning_rate": 9.278350515463918e-06,
"loss": 0.1069,
"step": 90
},
{
"epoch": 2.761904761904762,
"grad_norm": 2.98118257522583,
"learning_rate": 4.123711340206186e-06,
"loss": 0.1039,
"step": 100
},
{
"epoch": 2.979591836734694,
"eval_accuracy": 0.9712643678160919,
"eval_loss": 0.07310493290424347,
"eval_runtime": 16.8861,
"eval_samples_per_second": 30.913,
"eval_steps_per_second": 1.007,
"step": 108
},
{
"epoch": 2.979591836734694,
"step": 108,
"total_flos": 1.0930771921223025e+18,
"train_loss": 0.1871028266571186,
"train_runtime": 2653.3979,
"train_samples_per_second": 5.307,
"train_steps_per_second": 0.041
}
],
"logging_steps": 10,
"max_steps": 108,
"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": 1.0930771921223025e+18,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}
|