File size: 3,217 Bytes
867d2ec |
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": 0.8832,
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0137/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": 43.14672088623047,
"learning_rate": 0.00025,
"loss": 1.6995,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.8069333333333333,
"eval_loss": 0.6541579365730286,
"eval_runtime": 8.8541,
"eval_samples_per_second": 423.534,
"eval_steps_per_second": 6.664,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 36.25865173339844,
"learning_rate": 0.00019999999999999998,
"loss": 0.5327,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.8474666666666667,
"eval_loss": 0.5191962122917175,
"eval_runtime": 8.8034,
"eval_samples_per_second": 425.973,
"eval_steps_per_second": 6.702,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 75.20829772949219,
"learning_rate": 0.00015,
"loss": 0.3195,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8586666666666667,
"eval_loss": 0.47784778475761414,
"eval_runtime": 8.6548,
"eval_samples_per_second": 433.286,
"eval_steps_per_second": 6.817,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 58.545467376708984,
"learning_rate": 9.999999999999999e-05,
"loss": 0.2059,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.8741333333333333,
"eval_loss": 0.45338085293769836,
"eval_runtime": 8.6894,
"eval_samples_per_second": 431.562,
"eval_steps_per_second": 6.79,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 50.54165267944336,
"learning_rate": 4.9999999999999996e-05,
"loss": 0.1272,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.8757333333333334,
"eval_loss": 0.45390671491622925,
"eval_runtime": 8.6915,
"eval_samples_per_second": 431.456,
"eval_steps_per_second": 6.788,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 34.24094772338867,
"learning_rate": 0.0,
"loss": 0.0898,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.8832,
"eval_loss": 0.4609937369823456,
"eval_runtime": 8.7046,
"eval_samples_per_second": 430.807,
"eval_steps_per_second": 6.778,
"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
}
|