Coaster41/patchtst_test
013
1{2 "best_global_step": 4160,3 "best_metric": 7243.3740234375,4 "best_model_checkpoint": "./ckpt/patchtst/output/checkpoint-4160",5 "epoch": 14.0,6 "eval_steps": 500,7 "global_step": 14560,8 "is_hyper_param_search": false,9 "is_local_process_zero": true,10 "is_world_process_zero": true,11 "log_history": [12 {13 "epoch": 1.0,14 "grad_norm": 36713.9375,15 "learning_rate": 4.950048076923077e-05,16 "loss": 23563.9385,17 "step": 104018 },19 {20 "epoch": 1.0,21 "eval_loss": 8218.5341796875,22 "eval_runtime": 2.4942,23 "eval_samples_per_second": 9941.052,24 "eval_steps_per_second": 155.561,25 "step": 104026 },27 {28 "epoch": 2.0,29 "grad_norm": 131494.859375,30 "learning_rate": 4.9000480769230774e-05,31 "loss": 18700.6135,32 "step": 208033 },34 {35 "epoch": 2.0,36 "eval_loss": 7677.5400390625,37 "eval_runtime": 2.4296,38 "eval_samples_per_second": 10205.474,39 "eval_steps_per_second": 159.698,40 "step": 208041 },42 {43 "epoch": 3.0,44 "grad_norm": 43925.23046875,45 "learning_rate": 4.850048076923077e-05,46 "loss": 17325.0981,47 "step": 312048 },49 {50 "epoch": 3.0,51 "eval_loss": 7396.00390625,52 "eval_runtime": 2.4127,53 "eval_samples_per_second": 10277.033,54 "eval_steps_per_second": 160.818,55 "step": 312056 },57 {58 "epoch": 4.0,59 "grad_norm": 36726.97265625,60 "learning_rate": 4.800048076923077e-05,61 "loss": 16331.4615,62 "step": 416063 },64 {65 "epoch": 4.0,66 "eval_loss": 7243.3740234375,67 "eval_runtime": 2.3967,68 "eval_samples_per_second": 10345.543,69 "eval_steps_per_second": 161.89,70 "step": 416071 },72 {73 "epoch": 5.0,74 "grad_norm": 115548.1015625,75 "learning_rate": 4.750048076923077e-05,76 "loss": 15543.5202,77 "step": 520078 },79 {80 "epoch": 5.0,81 "eval_loss": 7482.26904296875,82 "eval_runtime": 2.3764,83 "eval_samples_per_second": 10434.001,84 "eval_steps_per_second": 163.275,85 "step": 520086 },87 {88 "epoch": 6.0,89 "grad_norm": 51385.328125,90 "learning_rate": 4.700048076923077e-05,91 "loss": 14856.4,92 "step": 624093 },94 {95 "epoch": 6.0,96 "eval_loss": 7583.52197265625,97 "eval_runtime": 2.3809,98 "eval_samples_per_second": 10414.132,99 "eval_steps_per_second": 162.964,100 "step": 6240101 },102 {103 "epoch": 7.0,104 "grad_norm": 85444.8671875,105 "learning_rate": 4.650048076923077e-05,106 "loss": 14225.3558,107 "step": 7280108 },109 {110 "epoch": 7.0,111 "eval_loss": 7292.68701171875,112 "eval_runtime": 2.3974,113 "eval_samples_per_second": 10342.486,114 "eval_steps_per_second": 161.842,115 "step": 7280116 },117 {118 "epoch": 8.0,119 "grad_norm": 78112.59375,120 "learning_rate": 4.600048076923077e-05,121 "loss": 13678.8481,122 "step": 8320123 },124 {125 "epoch": 8.0,126 "eval_loss": 7468.626953125,127 "eval_runtime": 2.3943,128 "eval_samples_per_second": 10356.058,129 "eval_steps_per_second": 162.055,130 "step": 8320131 },132 {133 "epoch": 9.0,134 "grad_norm": 108783.96875,135 "learning_rate": 4.550048076923077e-05,136 "loss": 13254.4654,137 "step": 9360138 },139 {140 "epoch": 9.0,141 "eval_loss": 7322.07470703125,142 "eval_runtime": 2.3977,143 "eval_samples_per_second": 10341.312,144 "eval_steps_per_second": 161.824,145 "step": 9360146 },147 {148 "epoch": 10.0,149 "grad_norm": 61333.0703125,150 "learning_rate": 4.500048076923077e-05,151 "loss": 12800.8865,152 "step": 10400153 },154 {155 "epoch": 10.0,156 "eval_loss": 7249.888671875,157 "eval_runtime": 2.3836,158 "eval_samples_per_second": 10402.213,159 "eval_steps_per_second": 162.777,160 "step": 10400161 },162 {163 "epoch": 11.0,164 "grad_norm": 61099.4765625,165 "learning_rate": 4.450048076923077e-05,166 "loss": 12409.2356,167 "step": 11440168 },169 {170 "epoch": 11.0,171 "eval_loss": 7354.6484375,172 "eval_runtime": 2.3858,173 "eval_samples_per_second": 10392.955,174 "eval_steps_per_second": 162.632,175 "step": 11440176 },177 {178 "epoch": 12.0,179 "grad_norm": 72660.046875,180 "learning_rate": 4.4000480769230774e-05,181 "loss": 12052.9288,182 "step": 12480183 },184 {185 "epoch": 12.0,186 "eval_loss": 7292.50048828125,187 "eval_runtime": 2.4038,188 "eval_samples_per_second": 10315.093,189 "eval_steps_per_second": 161.414,190 "step": 12480191 },192 {193 "epoch": 13.0,194 "grad_norm": 125435.6328125,195 "learning_rate": 4.3500480769230775e-05,196 "loss": 11751.2288,197 "step": 13520198 },199 {200 "epoch": 13.0,201 "eval_loss": 7339.314453125,202 "eval_runtime": 2.3646,203 "eval_samples_per_second": 10485.995,204 "eval_steps_per_second": 164.088,205 "step": 13520206 },207 {208 "epoch": 14.0,209 "grad_norm": 74969.0078125,210 "learning_rate": 4.300048076923077e-05,211 "loss": 11451.826,212 "step": 14560213 },214 {215 "epoch": 14.0,216 "eval_loss": 7366.1162109375,217 "eval_runtime": 2.4081,218 "eval_samples_per_second": 10296.633,219 "eval_steps_per_second": 161.125,220 "step": 14560221 }222 ],223 "logging_steps": 500,224 "max_steps": 104000,225 "num_input_tokens_seen": 0,226 "num_train_epochs": 100,227 "save_steps": 500,228 "stateful_callbacks": {229 "EarlyStoppingCallback": {230 "args": {231 "early_stopping_patience": 10,232 "early_stopping_threshold": 0.0001233 },234 "attributes": {235 "early_stopping_patience_counter": 10236 }237 },238 "TrainerControl": {239 "args": {240 "should_epoch_stop": false,241 "should_evaluate": false,242 "should_log": false,243 "should_save": true,244 "should_training_stop": true245 },246 "attributes": {}247 }248 },249 "total_flos": 2281399457218560.0,250 "train_batch_size": 64,251 "trial_name": null,252 "trial_params": null253}254