File size: 3,201 Bytes
3fb8732 | 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": 0.8797333333333334,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0479/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": 100.21288299560547,
"learning_rate": 0.0003,
"loss": 1.5793,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8197333333333333,
"eval_loss": 0.5854962468147278,
"eval_runtime": 15.3523,
"eval_samples_per_second": 244.263,
"eval_steps_per_second": 3.843,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 45.63652038574219,
"learning_rate": 0.0003,
"loss": 0.4961,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8626666666666667,
"eval_loss": 0.4550464451313019,
"eval_runtime": 15.3078,
"eval_samples_per_second": 244.972,
"eval_steps_per_second": 3.854,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 84.48673248291016,
"learning_rate": 0.0003,
"loss": 0.3249,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8685333333333334,
"eval_loss": 0.4368308484554291,
"eval_runtime": 15.4253,
"eval_samples_per_second": 243.108,
"eval_steps_per_second": 3.825,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 50.851783752441406,
"learning_rate": 0.0003,
"loss": 0.2204,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8738666666666667,
"eval_loss": 0.45318466424942017,
"eval_runtime": 15.3411,
"eval_samples_per_second": 244.441,
"eval_steps_per_second": 3.846,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 30.559829711914062,
"learning_rate": 0.0003,
"loss": 0.1765,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8794666666666666,
"eval_loss": 0.42279258370399475,
"eval_runtime": 15.3072,
"eval_samples_per_second": 244.983,
"eval_steps_per_second": 3.854,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 55.90869140625,
"learning_rate": 0.0003,
"loss": 0.1336,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8797333333333334,
"eval_loss": 0.4408658742904663,
"eval_runtime": 15.3038,
"eval_samples_per_second": 245.038,
"eval_steps_per_second": 3.855,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"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
}
|