File size: 4,624 Bytes
573f02e |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 |
{
"best_metric": 1.0,
"best_model_checkpoint": "timesformer-base-finetuned-k400-finetuned-ucf101-subset/checkpoint-50",
"epoch": 3.25,
"eval_steps": 500,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"grad_norm": 14.361767768859863,
"learning_rate": 2.5e-05,
"loss": 2.3816,
"step": 10
},
{
"epoch": 0.1,
"grad_norm": 8.448980331420898,
"learning_rate": 5e-05,
"loss": 1.5686,
"step": 20
},
{
"epoch": 0.15,
"grad_norm": 7.0012526512146,
"learning_rate": 4.722222222222222e-05,
"loss": 0.6191,
"step": 30
},
{
"epoch": 0.2,
"grad_norm": 4.961479187011719,
"learning_rate": 4.4444444444444447e-05,
"loss": 0.3468,
"step": 40
},
{
"epoch": 0.25,
"grad_norm": 2.13403058052063,
"learning_rate": 4.166666666666667e-05,
"loss": 0.1523,
"step": 50
},
{
"epoch": 0.25,
"eval_accuracy": 1.0,
"eval_loss": 0.07354684174060822,
"eval_runtime": 34.9344,
"eval_samples_per_second": 4.265,
"eval_steps_per_second": 0.716,
"step": 50
},
{
"epoch": 1.05,
"grad_norm": 0.933645486831665,
"learning_rate": 3.888888888888889e-05,
"loss": 0.0521,
"step": 60
},
{
"epoch": 1.1,
"grad_norm": 0.865109920501709,
"learning_rate": 3.611111111111111e-05,
"loss": 0.0226,
"step": 70
},
{
"epoch": 1.15,
"grad_norm": 0.17869924008846283,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.108,
"step": 80
},
{
"epoch": 1.2,
"grad_norm": 0.23531177639961243,
"learning_rate": 3.055555555555556e-05,
"loss": 0.0107,
"step": 90
},
{
"epoch": 1.25,
"grad_norm": 0.1640271246433258,
"learning_rate": 2.777777777777778e-05,
"loss": 0.024,
"step": 100
},
{
"epoch": 1.25,
"eval_accuracy": 0.9865771812080537,
"eval_loss": 0.046999599784612656,
"eval_runtime": 32.3832,
"eval_samples_per_second": 4.601,
"eval_steps_per_second": 0.772,
"step": 100
},
{
"epoch": 2.05,
"grad_norm": 0.47139155864715576,
"learning_rate": 2.5e-05,
"loss": 0.0056,
"step": 110
},
{
"epoch": 2.1,
"grad_norm": 0.11248086392879486,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.0045,
"step": 120
},
{
"epoch": 2.15,
"grad_norm": 0.07324650138616562,
"learning_rate": 1.9444444444444445e-05,
"loss": 0.0042,
"step": 130
},
{
"epoch": 2.2,
"grad_norm": 0.46895766258239746,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.0202,
"step": 140
},
{
"epoch": 2.25,
"grad_norm": 0.048765964806079865,
"learning_rate": 1.388888888888889e-05,
"loss": 0.0583,
"step": 150
},
{
"epoch": 2.25,
"eval_accuracy": 0.9865771812080537,
"eval_loss": 0.030154313892126083,
"eval_runtime": 32.7398,
"eval_samples_per_second": 4.551,
"eval_steps_per_second": 0.764,
"step": 150
},
{
"epoch": 3.05,
"grad_norm": 0.11046731472015381,
"learning_rate": 1.1111111111111112e-05,
"loss": 0.0032,
"step": 160
},
{
"epoch": 3.1,
"grad_norm": 0.07638247311115265,
"learning_rate": 8.333333333333334e-06,
"loss": 0.0027,
"step": 170
},
{
"epoch": 3.15,
"grad_norm": 0.0314478874206543,
"learning_rate": 5.555555555555556e-06,
"loss": 0.0053,
"step": 180
},
{
"epoch": 3.2,
"grad_norm": 0.23283490538597107,
"learning_rate": 2.777777777777778e-06,
"loss": 0.0032,
"step": 190
},
{
"epoch": 3.25,
"grad_norm": 0.3815344274044037,
"learning_rate": 0.0,
"loss": 0.0036,
"step": 200
},
{
"epoch": 3.25,
"eval_accuracy": 0.9865771812080537,
"eval_loss": 0.02967873215675354,
"eval_runtime": 32.6048,
"eval_samples_per_second": 4.57,
"eval_steps_per_second": 0.767,
"step": 200
}
],
"logging_steps": 10,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 9223372036854775807,
"save_steps": 500,
"total_flos": 1.0514301109272576e+18,
"train_batch_size": 6,
"trial_name": null,
"trial_params": null
}
|