File size: 3,135 Bytes
39d0061 |
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": 0.852,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0100/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": 122.592041015625,
"learning_rate": 3e-05,
"loss": 3.8322,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.42133333333333334,
"eval_loss": 3.687612771987915,
"eval_runtime": 7.3051,
"eval_samples_per_second": 513.342,
"eval_steps_per_second": 8.077,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 193.00152587890625,
"learning_rate": 3e-05,
"loss": 2.9992,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.6512,
"eval_loss": 2.038257360458374,
"eval_runtime": 7.596,
"eval_samples_per_second": 493.678,
"eval_steps_per_second": 7.767,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 176.11065673828125,
"learning_rate": 3e-05,
"loss": 1.3437,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.7810666666666667,
"eval_loss": 0.8375335931777954,
"eval_runtime": 7.1993,
"eval_samples_per_second": 520.885,
"eval_steps_per_second": 8.195,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 194.34048461914062,
"learning_rate": 3e-05,
"loss": 0.724,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8224,
"eval_loss": 0.600430965423584,
"eval_runtime": 7.2082,
"eval_samples_per_second": 520.242,
"eval_steps_per_second": 8.185,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 318.91693115234375,
"learning_rate": 3e-05,
"loss": 0.5247,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8445333333333334,
"eval_loss": 0.5087047815322876,
"eval_runtime": 7.464,
"eval_samples_per_second": 502.415,
"eval_steps_per_second": 7.905,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 175.8058624267578,
"learning_rate": 3e-05,
"loss": 0.4351,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.852,
"eval_loss": 0.45084869861602783,
"eval_runtime": 7.1396,
"eval_samples_per_second": 525.239,
"eval_steps_per_second": 8.264,
"step": 1998
}
],
"logging_steps": 500,
"max_steps": 1998,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"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": 4.9058575437312e+18,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|