Training in progress, epoch 0
Browse files- all_results.json +9 -9
- eval_results.json +5 -5
- model.safetensors +1 -1
- train_results.json +5 -5
- trainer_state.json +90 -142
- training_args.bin +1 -1
all_results.json
CHANGED
|
@@ -1,13 +1,13 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 4.938271604938271,
|
| 3 |
-
"eval_accuracy": 0.
|
| 4 |
-
"eval_loss": 0.
|
| 5 |
-
"eval_runtime":
|
| 6 |
-
"eval_samples_per_second":
|
| 7 |
-
"eval_steps_per_second":
|
| 8 |
"total_flos": 3.1727957353537536e+17,
|
| 9 |
-
"train_loss": 0.
|
| 10 |
-
"train_runtime":
|
| 11 |
-
"train_samples_per_second":
|
| 12 |
-
"train_steps_per_second": 0.
|
| 13 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 4.938271604938271,
|
| 3 |
+
"eval_accuracy": 0.9156020131629887,
|
| 4 |
+
"eval_loss": 0.22556395828723907,
|
| 5 |
+
"eval_runtime": 22.7546,
|
| 6 |
+
"eval_samples_per_second": 113.516,
|
| 7 |
+
"eval_steps_per_second": 3.56,
|
| 8 |
"total_flos": 3.1727957353537536e+17,
|
| 9 |
+
"train_loss": 0.4883076953887939,
|
| 10 |
+
"train_runtime": 265.3223,
|
| 11 |
+
"train_samples_per_second": 48.677,
|
| 12 |
+
"train_steps_per_second": 0.377
|
| 13 |
}
|
eval_results.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 4.938271604938271,
|
| 3 |
-
"eval_accuracy": 0.
|
| 4 |
-
"eval_loss": 0.
|
| 5 |
-
"eval_runtime": 2.
|
| 6 |
-
"eval_samples_per_second":
|
| 7 |
-
"eval_steps_per_second":
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 4.938271604938271,
|
| 3 |
+
"eval_accuracy": 0.9372822299651568,
|
| 4 |
+
"eval_loss": 0.1715514212846756,
|
| 5 |
+
"eval_runtime": 2.7579,
|
| 6 |
+
"eval_samples_per_second": 104.066,
|
| 7 |
+
"eval_steps_per_second": 3.263
|
| 8 |
}
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 110348984
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c78aab4276c550f24351312fae389bc05b9ce88326f8ed0162336967cb32961e
|
| 3 |
size 110348984
|
train_results.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 4.938271604938271,
|
| 3 |
-
"
|
| 4 |
-
"
|
| 5 |
-
"
|
| 6 |
-
"
|
| 7 |
-
"
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 4.938271604938271,
|
| 3 |
+
"eval_accuracy": 0.9156020131629887,
|
| 4 |
+
"eval_loss": 0.22556395828723907,
|
| 5 |
+
"eval_runtime": 22.7546,
|
| 6 |
+
"eval_samples_per_second": 113.516,
|
| 7 |
+
"eval_steps_per_second": 3.56
|
| 8 |
}
|
trainer_state.json
CHANGED
|
@@ -1,210 +1,158 @@
|
|
| 1 |
{
|
| 2 |
-
"best_metric": 0.
|
| 3 |
-
"best_model_checkpoint": "brain-tumor-classification/checkpoint-
|
| 4 |
"epoch": 4.938271604938271,
|
| 5 |
"eval_steps": 500,
|
| 6 |
-
"global_step":
|
| 7 |
"is_hyper_param_search": false,
|
| 8 |
"is_local_process_zero": true,
|
| 9 |
"is_world_process_zero": true,
|
| 10 |
"log_history": [
|
| 11 |
-
{
|
| 12 |
-
"epoch": 0.24691358024691357,
|
| 13 |
-
"grad_norm": 9.583415985107422,
|
| 14 |
-
"learning_rate": 2.5e-05,
|
| 15 |
-
"loss": 0.0798,
|
| 16 |
-
"step": 10
|
| 17 |
-
},
|
| 18 |
{
|
| 19 |
"epoch": 0.49382716049382713,
|
| 20 |
-
"grad_norm":
|
| 21 |
"learning_rate": 5e-05,
|
| 22 |
-
"loss":
|
| 23 |
-
"step":
|
| 24 |
-
},
|
| 25 |
-
{
|
| 26 |
-
"epoch": 0.7407407407407407,
|
| 27 |
-
"grad_norm": 3.712924003601074,
|
| 28 |
-
"learning_rate": 4.722222222222222e-05,
|
| 29 |
-
"loss": 0.0708,
|
| 30 |
-
"step": 30
|
| 31 |
},
|
| 32 |
{
|
| 33 |
"epoch": 0.9876543209876543,
|
| 34 |
-
"grad_norm":
|
| 35 |
"learning_rate": 4.4444444444444447e-05,
|
| 36 |
-
"loss": 0.
|
| 37 |
-
"step":
|
| 38 |
},
|
| 39 |
{
|
| 40 |
"epoch": 0.9876543209876543,
|
| 41 |
-
"eval_accuracy": 0.
|
| 42 |
-
"eval_loss": 0.
|
| 43 |
-
"eval_runtime": 2.
|
| 44 |
-
"eval_samples_per_second":
|
| 45 |
-
"eval_steps_per_second":
|
| 46 |
-
"step":
|
| 47 |
-
},
|
| 48 |
-
{
|
| 49 |
-
"epoch": 1.2345679012345678,
|
| 50 |
-
"grad_norm": 2.3918871879577637,
|
| 51 |
-
"learning_rate": 4.166666666666667e-05,
|
| 52 |
-
"loss": 0.0562,
|
| 53 |
-
"step": 50
|
| 54 |
},
|
| 55 |
{
|
| 56 |
"epoch": 1.4814814814814814,
|
| 57 |
-
"grad_norm":
|
| 58 |
"learning_rate": 3.888888888888889e-05,
|
| 59 |
-
"loss": 0.
|
| 60 |
-
"step":
|
| 61 |
-
},
|
| 62 |
-
{
|
| 63 |
-
"epoch": 1.7283950617283952,
|
| 64 |
-
"grad_norm": 16.58973503112793,
|
| 65 |
-
"learning_rate": 3.611111111111111e-05,
|
| 66 |
-
"loss": 0.0679,
|
| 67 |
-
"step": 70
|
| 68 |
},
|
| 69 |
{
|
| 70 |
"epoch": 1.9753086419753085,
|
| 71 |
-
"grad_norm":
|
| 72 |
"learning_rate": 3.3333333333333335e-05,
|
| 73 |
-
"loss": 0.
|
| 74 |
-
"step":
|
| 75 |
-
},
|
| 76 |
-
{
|
| 77 |
-
"epoch": 2.0,
|
| 78 |
-
"eval_accuracy": 0.9372822299651568,
|
| 79 |
-
"eval_loss": 0.18301770091056824,
|
| 80 |
-
"eval_runtime": 2.3848,
|
| 81 |
-
"eval_samples_per_second": 120.346,
|
| 82 |
-
"eval_steps_per_second": 7.548,
|
| 83 |
-
"step": 81
|
| 84 |
},
|
| 85 |
{
|
| 86 |
-
"epoch":
|
| 87 |
-
"
|
| 88 |
-
"
|
| 89 |
-
"
|
| 90 |
-
"
|
|
|
|
|
|
|
| 91 |
},
|
| 92 |
{
|
| 93 |
"epoch": 2.4691358024691357,
|
| 94 |
-
"grad_norm":
|
| 95 |
"learning_rate": 2.777777777777778e-05,
|
| 96 |
-
"loss": 0.
|
| 97 |
-
"step":
|
| 98 |
-
},
|
| 99 |
-
{
|
| 100 |
-
"epoch": 2.7160493827160495,
|
| 101 |
-
"grad_norm": 6.7289581298828125,
|
| 102 |
-
"learning_rate": 2.5e-05,
|
| 103 |
-
"loss": 0.0504,
|
| 104 |
-
"step": 110
|
| 105 |
},
|
| 106 |
{
|
| 107 |
"epoch": 2.962962962962963,
|
| 108 |
-
"grad_norm":
|
| 109 |
"learning_rate": 2.2222222222222223e-05,
|
| 110 |
-
"loss": 0.
|
| 111 |
-
"step":
|
| 112 |
-
},
|
| 113 |
-
{
|
| 114 |
-
"epoch": 2.9876543209876543,
|
| 115 |
-
"eval_accuracy": 0.9547038327526133,
|
| 116 |
-
"eval_loss": 0.10937974601984024,
|
| 117 |
-
"eval_runtime": 2.9179,
|
| 118 |
-
"eval_samples_per_second": 98.36,
|
| 119 |
-
"eval_steps_per_second": 6.169,
|
| 120 |
-
"step": 121
|
| 121 |
},
|
| 122 |
{
|
| 123 |
-
"epoch":
|
| 124 |
-
"
|
| 125 |
-
"
|
| 126 |
-
"
|
| 127 |
-
"
|
|
|
|
|
|
|
| 128 |
},
|
| 129 |
{
|
| 130 |
"epoch": 3.45679012345679,
|
| 131 |
-
"grad_norm": 8.
|
| 132 |
"learning_rate": 1.6666666666666667e-05,
|
| 133 |
-
"loss": 0.
|
| 134 |
-
"step":
|
| 135 |
-
},
|
| 136 |
-
{
|
| 137 |
-
"epoch": 3.7037037037037037,
|
| 138 |
-
"grad_norm": 3.0072553157806396,
|
| 139 |
-
"learning_rate": 1.388888888888889e-05,
|
| 140 |
-
"loss": 0.07,
|
| 141 |
-
"step": 150
|
| 142 |
},
|
| 143 |
{
|
| 144 |
"epoch": 3.950617283950617,
|
| 145 |
-
"grad_norm":
|
| 146 |
"learning_rate": 1.1111111111111112e-05,
|
| 147 |
-
"loss": 0.
|
| 148 |
-
"step":
|
| 149 |
},
|
| 150 |
{
|
| 151 |
"epoch": 4.0,
|
| 152 |
-
"eval_accuracy": 0.
|
| 153 |
-
"eval_loss": 0.
|
| 154 |
-
"eval_runtime": 2.
|
| 155 |
-
"eval_samples_per_second":
|
| 156 |
-
"eval_steps_per_second":
|
| 157 |
-
"step":
|
| 158 |
-
},
|
| 159 |
-
{
|
| 160 |
-
"epoch": 4.197530864197531,
|
| 161 |
-
"grad_norm": 12.885249137878418,
|
| 162 |
-
"learning_rate": 8.333333333333334e-06,
|
| 163 |
-
"loss": 0.0515,
|
| 164 |
-
"step": 170
|
| 165 |
},
|
| 166 |
{
|
| 167 |
"epoch": 4.444444444444445,
|
| 168 |
-
"grad_norm":
|
| 169 |
"learning_rate": 5.555555555555556e-06,
|
| 170 |
-
"loss": 0.
|
| 171 |
-
"step":
|
| 172 |
-
},
|
| 173 |
-
{
|
| 174 |
-
"epoch": 4.6913580246913575,
|
| 175 |
-
"grad_norm": 8.814871788024902,
|
| 176 |
-
"learning_rate": 2.777777777777778e-06,
|
| 177 |
-
"loss": 0.088,
|
| 178 |
-
"step": 190
|
| 179 |
},
|
| 180 |
{
|
| 181 |
"epoch": 4.938271604938271,
|
| 182 |
-
"grad_norm":
|
| 183 |
"learning_rate": 0.0,
|
| 184 |
-
"loss": 0.
|
| 185 |
-
"step":
|
| 186 |
},
|
| 187 |
{
|
| 188 |
"epoch": 4.938271604938271,
|
| 189 |
-
"eval_accuracy": 0.
|
| 190 |
-
"eval_loss": 0.
|
| 191 |
-
"eval_runtime": 2.
|
| 192 |
-
"eval_samples_per_second":
|
| 193 |
-
"eval_steps_per_second":
|
| 194 |
-
"step":
|
| 195 |
},
|
| 196 |
{
|
| 197 |
"epoch": 4.938271604938271,
|
| 198 |
-
"step":
|
| 199 |
"total_flos": 3.1727957353537536e+17,
|
| 200 |
-
"train_loss": 0.
|
| 201 |
-
"train_runtime":
|
| 202 |
-
"train_samples_per_second":
|
| 203 |
-
"train_steps_per_second": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 204 |
}
|
| 205 |
],
|
| 206 |
"logging_steps": 10,
|
| 207 |
-
"max_steps":
|
| 208 |
"num_input_tokens_seen": 0,
|
| 209 |
"num_train_epochs": 5,
|
| 210 |
"save_steps": 500,
|
|
@@ -221,7 +169,7 @@
|
|
| 221 |
}
|
| 222 |
},
|
| 223 |
"total_flos": 3.1727957353537536e+17,
|
| 224 |
-
"train_batch_size":
|
| 225 |
"trial_name": null,
|
| 226 |
"trial_params": null
|
| 227 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"best_metric": 0.9372822299651568,
|
| 3 |
+
"best_model_checkpoint": "brain-tumor-classification/checkpoint-81",
|
| 4 |
"epoch": 4.938271604938271,
|
| 5 |
"eval_steps": 500,
|
| 6 |
+
"global_step": 100,
|
| 7 |
"is_hyper_param_search": false,
|
| 8 |
"is_local_process_zero": true,
|
| 9 |
"is_world_process_zero": true,
|
| 10 |
"log_history": [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
{
|
| 12 |
"epoch": 0.49382716049382713,
|
| 13 |
+
"grad_norm": 11.951680183410645,
|
| 14 |
"learning_rate": 5e-05,
|
| 15 |
+
"loss": 1.2238,
|
| 16 |
+
"step": 10
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 17 |
},
|
| 18 |
{
|
| 19 |
"epoch": 0.9876543209876543,
|
| 20 |
+
"grad_norm": 11.546021461486816,
|
| 21 |
"learning_rate": 4.4444444444444447e-05,
|
| 22 |
+
"loss": 0.8509,
|
| 23 |
+
"step": 20
|
| 24 |
},
|
| 25 |
{
|
| 26 |
"epoch": 0.9876543209876543,
|
| 27 |
+
"eval_accuracy": 0.8466898954703833,
|
| 28 |
+
"eval_loss": 0.5305207967758179,
|
| 29 |
+
"eval_runtime": 2.7821,
|
| 30 |
+
"eval_samples_per_second": 103.16,
|
| 31 |
+
"eval_steps_per_second": 3.235,
|
| 32 |
+
"step": 20
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
},
|
| 34 |
{
|
| 35 |
"epoch": 1.4814814814814814,
|
| 36 |
+
"grad_norm": 13.172475814819336,
|
| 37 |
"learning_rate": 3.888888888888889e-05,
|
| 38 |
+
"loss": 0.5721,
|
| 39 |
+
"step": 30
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 40 |
},
|
| 41 |
{
|
| 42 |
"epoch": 1.9753086419753085,
|
| 43 |
+
"grad_norm": 7.819632530212402,
|
| 44 |
"learning_rate": 3.3333333333333335e-05,
|
| 45 |
+
"loss": 0.4478,
|
| 46 |
+
"step": 40
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 47 |
},
|
| 48 |
{
|
| 49 |
+
"epoch": 1.9753086419753085,
|
| 50 |
+
"eval_accuracy": 0.9094076655052264,
|
| 51 |
+
"eval_loss": 0.3092304468154907,
|
| 52 |
+
"eval_runtime": 2.5037,
|
| 53 |
+
"eval_samples_per_second": 114.631,
|
| 54 |
+
"eval_steps_per_second": 3.595,
|
| 55 |
+
"step": 40
|
| 56 |
},
|
| 57 |
{
|
| 58 |
"epoch": 2.4691358024691357,
|
| 59 |
+
"grad_norm": 10.437914848327637,
|
| 60 |
"learning_rate": 2.777777777777778e-05,
|
| 61 |
+
"loss": 0.3668,
|
| 62 |
+
"step": 50
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 63 |
},
|
| 64 |
{
|
| 65 |
"epoch": 2.962962962962963,
|
| 66 |
+
"grad_norm": 9.35677433013916,
|
| 67 |
"learning_rate": 2.2222222222222223e-05,
|
| 68 |
+
"loss": 0.3313,
|
| 69 |
+
"step": 60
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 70 |
},
|
| 71 |
{
|
| 72 |
+
"epoch": 2.962962962962963,
|
| 73 |
+
"eval_accuracy": 0.9233449477351916,
|
| 74 |
+
"eval_loss": 0.24220147728919983,
|
| 75 |
+
"eval_runtime": 2.4542,
|
| 76 |
+
"eval_samples_per_second": 116.944,
|
| 77 |
+
"eval_steps_per_second": 3.667,
|
| 78 |
+
"step": 60
|
| 79 |
},
|
| 80 |
{
|
| 81 |
"epoch": 3.45679012345679,
|
| 82 |
+
"grad_norm": 8.183242797851562,
|
| 83 |
"learning_rate": 1.6666666666666667e-05,
|
| 84 |
+
"loss": 0.2979,
|
| 85 |
+
"step": 70
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 86 |
},
|
| 87 |
{
|
| 88 |
"epoch": 3.950617283950617,
|
| 89 |
+
"grad_norm": 8.208118438720703,
|
| 90 |
"learning_rate": 1.1111111111111112e-05,
|
| 91 |
+
"loss": 0.2777,
|
| 92 |
+
"step": 80
|
| 93 |
},
|
| 94 |
{
|
| 95 |
"epoch": 4.0,
|
| 96 |
+
"eval_accuracy": 0.9372822299651568,
|
| 97 |
+
"eval_loss": 0.1715514212846756,
|
| 98 |
+
"eval_runtime": 2.7133,
|
| 99 |
+
"eval_samples_per_second": 105.776,
|
| 100 |
+
"eval_steps_per_second": 3.317,
|
| 101 |
+
"step": 81
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 102 |
},
|
| 103 |
{
|
| 104 |
"epoch": 4.444444444444445,
|
| 105 |
+
"grad_norm": 8.672185897827148,
|
| 106 |
"learning_rate": 5.555555555555556e-06,
|
| 107 |
+
"loss": 0.2684,
|
| 108 |
+
"step": 90
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 109 |
},
|
| 110 |
{
|
| 111 |
"epoch": 4.938271604938271,
|
| 112 |
+
"grad_norm": 10.231292724609375,
|
| 113 |
"learning_rate": 0.0,
|
| 114 |
+
"loss": 0.2465,
|
| 115 |
+
"step": 100
|
| 116 |
},
|
| 117 |
{
|
| 118 |
"epoch": 4.938271604938271,
|
| 119 |
+
"eval_accuracy": 0.9372822299651568,
|
| 120 |
+
"eval_loss": 0.16363371908664703,
|
| 121 |
+
"eval_runtime": 2.7577,
|
| 122 |
+
"eval_samples_per_second": 104.074,
|
| 123 |
+
"eval_steps_per_second": 3.264,
|
| 124 |
+
"step": 100
|
| 125 |
},
|
| 126 |
{
|
| 127 |
"epoch": 4.938271604938271,
|
| 128 |
+
"step": 100,
|
| 129 |
"total_flos": 3.1727957353537536e+17,
|
| 130 |
+
"train_loss": 0.4883076953887939,
|
| 131 |
+
"train_runtime": 265.3223,
|
| 132 |
+
"train_samples_per_second": 48.677,
|
| 133 |
+
"train_steps_per_second": 0.377
|
| 134 |
+
},
|
| 135 |
+
{
|
| 136 |
+
"epoch": 4.938271604938271,
|
| 137 |
+
"eval_accuracy": 0.9372822299651568,
|
| 138 |
+
"eval_loss": 0.1715514212846756,
|
| 139 |
+
"eval_runtime": 2.7579,
|
| 140 |
+
"eval_samples_per_second": 104.066,
|
| 141 |
+
"eval_steps_per_second": 3.263,
|
| 142 |
+
"step": 100
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 4.938271604938271,
|
| 146 |
+
"eval_accuracy": 0.9156020131629887,
|
| 147 |
+
"eval_loss": 0.22556395828723907,
|
| 148 |
+
"eval_runtime": 22.7546,
|
| 149 |
+
"eval_samples_per_second": 113.516,
|
| 150 |
+
"eval_steps_per_second": 3.56,
|
| 151 |
+
"step": 100
|
| 152 |
}
|
| 153 |
],
|
| 154 |
"logging_steps": 10,
|
| 155 |
+
"max_steps": 100,
|
| 156 |
"num_input_tokens_seen": 0,
|
| 157 |
"num_train_epochs": 5,
|
| 158 |
"save_steps": 500,
|
|
|
|
| 169 |
}
|
| 170 |
},
|
| 171 |
"total_flos": 3.1727957353537536e+17,
|
| 172 |
+
"train_batch_size": 32,
|
| 173 |
"trial_name": null,
|
| 174 |
"trial_params": null
|
| 175 |
}
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5240
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9df4ade6f59d89ee284f128277b27cd59499314a50c762b40744a848779e24e7
|
| 3 |
size 5240
|