End of training
Browse files
all_results.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"eval_accuracy": 0.9717868338557993,
|
| 4 |
+
"eval_loss": 0.11080693453550339,
|
| 5 |
+
"eval_runtime": 4.3469,
|
| 6 |
+
"eval_samples_per_second": 146.771,
|
| 7 |
+
"eval_steps_per_second": 4.601,
|
| 8 |
+
"total_flos": 7.137702770984755e+17,
|
| 9 |
+
"train_loss": 0.747228291299608,
|
| 10 |
+
"train_runtime": 6337.5569,
|
| 11 |
+
"train_samples_per_second": 4.529,
|
| 12 |
+
"train_steps_per_second": 0.036
|
| 13 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"eval_accuracy": 0.9717868338557993,
|
| 4 |
+
"eval_loss": 0.11080693453550339,
|
| 5 |
+
"eval_runtime": 4.3469,
|
| 6 |
+
"eval_samples_per_second": 146.771,
|
| 7 |
+
"eval_steps_per_second": 4.601
|
| 8 |
+
}
|
runs/May13_10-18-28_6aa421215e05/events.out.tfevents.1715601877.6aa421215e05.377.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8eabe40125ded7e793ffd06a627e5a0de28ce5e9df2df4db40c465582d16dd76
|
| 3 |
+
size 411
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"total_flos": 7.137702770984755e+17,
|
| 4 |
+
"train_loss": 0.747228291299608,
|
| 5 |
+
"train_runtime": 6337.5569,
|
| 6 |
+
"train_samples_per_second": 4.529,
|
| 7 |
+
"train_steps_per_second": 0.036
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,229 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9717868338557993,
|
| 3 |
+
"best_model_checkpoint": "swin-tiny-patch4-window7-224-LEGO/checkpoint-225",
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 225,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.2222222222222222,
|
| 13 |
+
"grad_norm": 4.567494869232178,
|
| 14 |
+
"learning_rate": 2.173913043478261e-05,
|
| 15 |
+
"loss": 2.7413,
|
| 16 |
+
"step": 10
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.4444444444444444,
|
| 20 |
+
"grad_norm": 8.966611862182617,
|
| 21 |
+
"learning_rate": 4.347826086956522e-05,
|
| 22 |
+
"loss": 2.4945,
|
| 23 |
+
"step": 20
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.6666666666666666,
|
| 27 |
+
"grad_norm": 16.994686126708984,
|
| 28 |
+
"learning_rate": 4.826732673267327e-05,
|
| 29 |
+
"loss": 1.8167,
|
| 30 |
+
"step": 30
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.8888888888888888,
|
| 34 |
+
"grad_norm": 23.02696990966797,
|
| 35 |
+
"learning_rate": 4.57920792079208e-05,
|
| 36 |
+
"loss": 1.2301,
|
| 37 |
+
"step": 40
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 1.0,
|
| 41 |
+
"eval_accuracy": 0.713166144200627,
|
| 42 |
+
"eval_loss": 0.7920515537261963,
|
| 43 |
+
"eval_runtime": 617.4774,
|
| 44 |
+
"eval_samples_per_second": 1.033,
|
| 45 |
+
"eval_steps_per_second": 0.032,
|
| 46 |
+
"step": 45
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 1.1111111111111112,
|
| 50 |
+
"grad_norm": 15.22125244140625,
|
| 51 |
+
"learning_rate": 4.331683168316832e-05,
|
| 52 |
+
"loss": 0.9193,
|
| 53 |
+
"step": 50
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 1.3333333333333333,
|
| 57 |
+
"grad_norm": 12.350472450256348,
|
| 58 |
+
"learning_rate": 4.0841584158415844e-05,
|
| 59 |
+
"loss": 0.7267,
|
| 60 |
+
"step": 60
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 1.5555555555555556,
|
| 64 |
+
"grad_norm": 20.679580688476562,
|
| 65 |
+
"learning_rate": 3.8366336633663367e-05,
|
| 66 |
+
"loss": 0.6571,
|
| 67 |
+
"step": 70
|
| 68 |
+
},
|
| 69 |
+
{
|
| 70 |
+
"epoch": 1.7777777777777777,
|
| 71 |
+
"grad_norm": 11.873376846313477,
|
| 72 |
+
"learning_rate": 3.589108910891089e-05,
|
| 73 |
+
"loss": 0.591,
|
| 74 |
+
"step": 80
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 2.0,
|
| 78 |
+
"grad_norm": 17.2018985748291,
|
| 79 |
+
"learning_rate": 3.341584158415842e-05,
|
| 80 |
+
"loss": 0.5433,
|
| 81 |
+
"step": 90
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 2.0,
|
| 85 |
+
"eval_accuracy": 0.8918495297805643,
|
| 86 |
+
"eval_loss": 0.30467158555984497,
|
| 87 |
+
"eval_runtime": 4.017,
|
| 88 |
+
"eval_samples_per_second": 158.823,
|
| 89 |
+
"eval_steps_per_second": 4.979,
|
| 90 |
+
"step": 90
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"epoch": 2.2222222222222223,
|
| 94 |
+
"grad_norm": 6.819035053253174,
|
| 95 |
+
"learning_rate": 3.094059405940594e-05,
|
| 96 |
+
"loss": 0.5013,
|
| 97 |
+
"step": 100
|
| 98 |
+
},
|
| 99 |
+
{
|
| 100 |
+
"epoch": 2.4444444444444446,
|
| 101 |
+
"grad_norm": 9.604576110839844,
|
| 102 |
+
"learning_rate": 2.8465346534653464e-05,
|
| 103 |
+
"loss": 0.4186,
|
| 104 |
+
"step": 110
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 2.6666666666666665,
|
| 108 |
+
"grad_norm": 13.680152893066406,
|
| 109 |
+
"learning_rate": 2.5990099009900993e-05,
|
| 110 |
+
"loss": 0.4364,
|
| 111 |
+
"step": 120
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 2.888888888888889,
|
| 115 |
+
"grad_norm": 6.642324924468994,
|
| 116 |
+
"learning_rate": 2.3514851485148515e-05,
|
| 117 |
+
"loss": 0.4067,
|
| 118 |
+
"step": 130
|
| 119 |
+
},
|
| 120 |
+
{
|
| 121 |
+
"epoch": 3.0,
|
| 122 |
+
"eval_accuracy": 0.9278996865203761,
|
| 123 |
+
"eval_loss": 0.20282776653766632,
|
| 124 |
+
"eval_runtime": 4.147,
|
| 125 |
+
"eval_samples_per_second": 153.847,
|
| 126 |
+
"eval_steps_per_second": 4.823,
|
| 127 |
+
"step": 135
|
| 128 |
+
},
|
| 129 |
+
{
|
| 130 |
+
"epoch": 3.111111111111111,
|
| 131 |
+
"grad_norm": 10.98905086517334,
|
| 132 |
+
"learning_rate": 2.103960396039604e-05,
|
| 133 |
+
"loss": 0.4095,
|
| 134 |
+
"step": 140
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"epoch": 3.3333333333333335,
|
| 138 |
+
"grad_norm": 10.862679481506348,
|
| 139 |
+
"learning_rate": 1.8564356435643564e-05,
|
| 140 |
+
"loss": 0.3771,
|
| 141 |
+
"step": 150
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"epoch": 3.5555555555555554,
|
| 145 |
+
"grad_norm": 12.117408752441406,
|
| 146 |
+
"learning_rate": 1.608910891089109e-05,
|
| 147 |
+
"loss": 0.3815,
|
| 148 |
+
"step": 160
|
| 149 |
+
},
|
| 150 |
+
{
|
| 151 |
+
"epoch": 3.7777777777777777,
|
| 152 |
+
"grad_norm": 8.852999687194824,
|
| 153 |
+
"learning_rate": 1.3613861386138616e-05,
|
| 154 |
+
"loss": 0.3363,
|
| 155 |
+
"step": 170
|
| 156 |
+
},
|
| 157 |
+
{
|
| 158 |
+
"epoch": 4.0,
|
| 159 |
+
"grad_norm": 11.115220069885254,
|
| 160 |
+
"learning_rate": 1.113861386138614e-05,
|
| 161 |
+
"loss": 0.3297,
|
| 162 |
+
"step": 180
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"epoch": 4.0,
|
| 166 |
+
"eval_accuracy": 0.957680250783699,
|
| 167 |
+
"eval_loss": 0.12823660671710968,
|
| 168 |
+
"eval_runtime": 4.1114,
|
| 169 |
+
"eval_samples_per_second": 155.177,
|
| 170 |
+
"eval_steps_per_second": 4.864,
|
| 171 |
+
"step": 180
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 4.222222222222222,
|
| 175 |
+
"grad_norm": 17.916852951049805,
|
| 176 |
+
"learning_rate": 8.663366336633663e-06,
|
| 177 |
+
"loss": 0.3482,
|
| 178 |
+
"step": 190
|
| 179 |
+
},
|
| 180 |
+
{
|
| 181 |
+
"epoch": 4.444444444444445,
|
| 182 |
+
"grad_norm": 7.79290771484375,
|
| 183 |
+
"learning_rate": 6.1881188118811885e-06,
|
| 184 |
+
"loss": 0.3002,
|
| 185 |
+
"step": 200
|
| 186 |
+
},
|
| 187 |
+
{
|
| 188 |
+
"epoch": 4.666666666666667,
|
| 189 |
+
"grad_norm": 10.635743141174316,
|
| 190 |
+
"learning_rate": 3.7128712871287128e-06,
|
| 191 |
+
"loss": 0.3364,
|
| 192 |
+
"step": 210
|
| 193 |
+
},
|
| 194 |
+
{
|
| 195 |
+
"epoch": 4.888888888888889,
|
| 196 |
+
"grad_norm": 9.049588203430176,
|
| 197 |
+
"learning_rate": 1.2376237623762377e-06,
|
| 198 |
+
"loss": 0.3334,
|
| 199 |
+
"step": 220
|
| 200 |
+
},
|
| 201 |
+
{
|
| 202 |
+
"epoch": 5.0,
|
| 203 |
+
"eval_accuracy": 0.9717868338557993,
|
| 204 |
+
"eval_loss": 0.11080693453550339,
|
| 205 |
+
"eval_runtime": 3.9373,
|
| 206 |
+
"eval_samples_per_second": 162.039,
|
| 207 |
+
"eval_steps_per_second": 5.08,
|
| 208 |
+
"step": 225
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"epoch": 5.0,
|
| 212 |
+
"step": 225,
|
| 213 |
+
"total_flos": 7.137702770984755e+17,
|
| 214 |
+
"train_loss": 0.747228291299608,
|
| 215 |
+
"train_runtime": 6337.5569,
|
| 216 |
+
"train_samples_per_second": 4.529,
|
| 217 |
+
"train_steps_per_second": 0.036
|
| 218 |
+
}
|
| 219 |
+
],
|
| 220 |
+
"logging_steps": 10,
|
| 221 |
+
"max_steps": 225,
|
| 222 |
+
"num_input_tokens_seen": 0,
|
| 223 |
+
"num_train_epochs": 5,
|
| 224 |
+
"save_steps": 500,
|
| 225 |
+
"total_flos": 7.137702770984755e+17,
|
| 226 |
+
"train_batch_size": 32,
|
| 227 |
+
"trial_name": null,
|
| 228 |
+
"trial_params": null
|
| 229 |
+
}
|