File size: 3,973 Bytes
d25c7c0 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 |
{
"best_metric": 0.892,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0852/checkpoints/checkpoint-2664",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2664,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 113.76178741455078,
"learning_rate": 6.125e-05,
"loss": 3.2002,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.6730666666666667,
"eval_loss": 1.4884686470031738,
"eval_runtime": 8.5682,
"eval_samples_per_second": 437.665,
"eval_steps_per_second": 6.886,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 170.7351837158203,
"learning_rate": 5.2499999999999995e-05,
"loss": 0.9585,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8213333333333334,
"eval_loss": 0.6191278696060181,
"eval_runtime": 8.6292,
"eval_samples_per_second": 434.569,
"eval_steps_per_second": 6.837,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 157.0359649658203,
"learning_rate": 4.374999999999999e-05,
"loss": 0.5597,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8648,
"eval_loss": 0.4498800039291382,
"eval_runtime": 8.5866,
"eval_samples_per_second": 436.725,
"eval_steps_per_second": 6.871,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 354.2825927734375,
"learning_rate": 3.5e-05,
"loss": 0.422,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.872,
"eval_loss": 0.3914497196674347,
"eval_runtime": 8.8596,
"eval_samples_per_second": 423.272,
"eval_steps_per_second": 6.659,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 122.22830963134766,
"learning_rate": 2.6249999999999998e-05,
"loss": 0.3414,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8866666666666667,
"eval_loss": 0.35458439588546753,
"eval_runtime": 8.7547,
"eval_samples_per_second": 428.341,
"eval_steps_per_second": 6.739,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 127.57028198242188,
"learning_rate": 1.75e-05,
"loss": 0.2921,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8837333333333334,
"eval_loss": 0.35498151183128357,
"eval_runtime": 9.2899,
"eval_samples_per_second": 403.665,
"eval_steps_per_second": 6.351,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 101.54278564453125,
"learning_rate": 8.75e-06,
"loss": 0.2595,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8845333333333333,
"eval_loss": 0.34465473890304565,
"eval_runtime": 8.8893,
"eval_samples_per_second": 421.854,
"eval_steps_per_second": 6.637,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 84.95807647705078,
"learning_rate": 0.0,
"loss": 0.2392,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.892,
"eval_loss": 0.3445916771888733,
"eval_runtime": 8.8112,
"eval_samples_per_second": 425.595,
"eval_steps_per_second": 6.696,
"step": 2664
}
],
"logging_steps": 500,
"max_steps": 2664,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 6.5411433916416e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|