File size: 3,259 Bytes
b0d1ed6 |
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 |
{
"best_metric": 0.8402666666666667,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0230/checkpoints/checkpoint-1998",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1998,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 114.92549133300781,
"learning_rate": 4.752422169756048e-05,
"loss": 3.7102,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.4789333333333333,
"eval_loss": 3.1450417041778564,
"eval_runtime": 8.111,
"eval_samples_per_second": 462.336,
"eval_steps_per_second": 7.274,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 145.68724060058594,
"learning_rate": 4.058724504646834e-05,
"loss": 1.9109,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.7258666666666667,
"eval_loss": 1.0468553304672241,
"eval_runtime": 8.1212,
"eval_samples_per_second": 461.756,
"eval_steps_per_second": 7.265,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 76.70687866210938,
"learning_rate": 3.056302334890786e-05,
"loss": 0.8943,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7949333333333334,
"eval_loss": 0.7348412871360779,
"eval_runtime": 8.0669,
"eval_samples_per_second": 464.862,
"eval_steps_per_second": 7.314,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 149.61343383789062,
"learning_rate": 1.9436976651092144e-05,
"loss": 0.6818,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.82,
"eval_loss": 0.6111552119255066,
"eval_runtime": 8.0832,
"eval_samples_per_second": 463.926,
"eval_steps_per_second": 7.299,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 185.0524444580078,
"learning_rate": 9.412754953531663e-06,
"loss": 0.5962,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8312,
"eval_loss": 0.5720964074134827,
"eval_runtime": 8.149,
"eval_samples_per_second": 460.179,
"eval_steps_per_second": 7.24,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 133.14625549316406,
"learning_rate": 2.475778302439524e-06,
"loss": 0.5487,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8402666666666667,
"eval_loss": 0.5476441383361816,
"eval_runtime": 8.5597,
"eval_samples_per_second": 438.099,
"eval_steps_per_second": 6.893,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 2331,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 4.9058575437312e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|