File size: 3,577 Bytes
ec193c2 | 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 | {
"best_metric": 0.8981333333333333,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0715/checkpoints/checkpoint-2331",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2331,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 19.785356521606445,
"learning_rate": 0.0005,
"loss": 1.2089,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8581333333333333,
"eval_loss": 0.48082980513572693,
"eval_runtime": 12.7874,
"eval_samples_per_second": 293.258,
"eval_steps_per_second": 4.614,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 35.12892150878906,
"learning_rate": 0.0005,
"loss": 0.4075,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8717333333333334,
"eval_loss": 0.45028582215309143,
"eval_runtime": 12.4155,
"eval_samples_per_second": 302.041,
"eval_steps_per_second": 4.752,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 24.936857223510742,
"learning_rate": 0.0005,
"loss": 0.2647,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.88,
"eval_loss": 0.4236472547054291,
"eval_runtime": 12.3929,
"eval_samples_per_second": 302.593,
"eval_steps_per_second": 4.761,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 13.124445915222168,
"learning_rate": 0.0005,
"loss": 0.1719,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8949333333333334,
"eval_loss": 0.3917216658592224,
"eval_runtime": 12.403,
"eval_samples_per_second": 302.346,
"eval_steps_per_second": 4.757,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 24.710926055908203,
"learning_rate": 0.0005,
"loss": 0.1411,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8925333333333333,
"eval_loss": 0.39665472507476807,
"eval_runtime": 13.476,
"eval_samples_per_second": 278.272,
"eval_steps_per_second": 4.378,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 17.258737564086914,
"learning_rate": 0.0005,
"loss": 0.1115,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8946666666666667,
"eval_loss": 0.4111942648887634,
"eval_runtime": 12.405,
"eval_samples_per_second": 302.299,
"eval_steps_per_second": 4.756,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 20.045629501342773,
"learning_rate": 0.0005,
"loss": 0.0872,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.8981333333333333,
"eval_loss": 0.4567290246486664,
"eval_runtime": 12.3885,
"eval_samples_per_second": 302.7,
"eval_steps_per_second": 4.762,
"step": 2331
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 5.7235004676864e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|