swin-tiny-patch4-window7-224-crack-detectorMAIN50epochsFINAL
/
tmp-checkpoint-557
/trainer_state.json
{ | |
"best_metric": 0.43474748730659485, | |
"best_model_checkpoint": "swin-tiny-patch4-window7-224-crack-detectorMAIN50epochsFINAL\\checkpoint-557", | |
"epoch": 0.9991031390134529, | |
"eval_steps": 500, | |
"global_step": 557, | |
"is_hyper_param_search": false, | |
"is_local_process_zero": true, | |
"is_world_process_zero": true, | |
"log_history": [ | |
{ | |
"epoch": 0.02, | |
"learning_rate": 1.7953321364452426e-07, | |
"loss": 1.4257, | |
"step": 10 | |
}, | |
{ | |
"epoch": 0.04, | |
"learning_rate": 3.590664272890485e-07, | |
"loss": 1.4227, | |
"step": 20 | |
}, | |
{ | |
"epoch": 0.05, | |
"learning_rate": 5.385996409335728e-07, | |
"loss": 1.4112, | |
"step": 30 | |
}, | |
{ | |
"epoch": 0.07, | |
"learning_rate": 7.18132854578097e-07, | |
"loss": 1.4052, | |
"step": 40 | |
}, | |
{ | |
"epoch": 0.09, | |
"learning_rate": 8.976660682226213e-07, | |
"loss": 1.3954, | |
"step": 50 | |
}, | |
{ | |
"epoch": 0.11, | |
"learning_rate": 1.0771992818671456e-06, | |
"loss": 1.3978, | |
"step": 60 | |
}, | |
{ | |
"epoch": 0.13, | |
"learning_rate": 1.2567324955116697e-06, | |
"loss": 1.3862, | |
"step": 70 | |
}, | |
{ | |
"epoch": 0.14, | |
"learning_rate": 1.436265709156194e-06, | |
"loss": 1.3651, | |
"step": 80 | |
}, | |
{ | |
"epoch": 0.16, | |
"learning_rate": 1.6157989228007182e-06, | |
"loss": 1.359, | |
"step": 90 | |
}, | |
{ | |
"epoch": 0.18, | |
"learning_rate": 1.7953321364452425e-06, | |
"loss": 1.3476, | |
"step": 100 | |
}, | |
{ | |
"epoch": 0.2, | |
"learning_rate": 1.9748653500897667e-06, | |
"loss": 1.3303, | |
"step": 110 | |
}, | |
{ | |
"epoch": 0.22, | |
"learning_rate": 2.1543985637342912e-06, | |
"loss": 1.3047, | |
"step": 120 | |
}, | |
{ | |
"epoch": 0.23, | |
"learning_rate": 2.333931777378815e-06, | |
"loss": 1.2944, | |
"step": 130 | |
}, | |
{ | |
"epoch": 0.25, | |
"learning_rate": 2.5134649910233395e-06, | |
"loss": 1.284, | |
"step": 140 | |
}, | |
{ | |
"epoch": 0.27, | |
"learning_rate": 2.6929982046678636e-06, | |
"loss": 1.23, | |
"step": 150 | |
}, | |
{ | |
"epoch": 0.29, | |
"learning_rate": 2.872531418312388e-06, | |
"loss": 1.2103, | |
"step": 160 | |
}, | |
{ | |
"epoch": 0.3, | |
"learning_rate": 3.0520646319569123e-06, | |
"loss": 1.187, | |
"step": 170 | |
}, | |
{ | |
"epoch": 0.32, | |
"learning_rate": 3.2315978456014364e-06, | |
"loss": 1.1591, | |
"step": 180 | |
}, | |
{ | |
"epoch": 0.34, | |
"learning_rate": 3.411131059245961e-06, | |
"loss": 1.144, | |
"step": 190 | |
}, | |
{ | |
"epoch": 0.36, | |
"learning_rate": 3.590664272890485e-06, | |
"loss": 1.0904, | |
"step": 200 | |
}, | |
{ | |
"epoch": 0.38, | |
"learning_rate": 3.770197486535009e-06, | |
"loss": 1.0401, | |
"step": 210 | |
}, | |
{ | |
"epoch": 0.39, | |
"learning_rate": 3.949730700179533e-06, | |
"loss": 1.0281, | |
"step": 220 | |
}, | |
{ | |
"epoch": 0.41, | |
"learning_rate": 4.129263913824058e-06, | |
"loss": 0.9577, | |
"step": 230 | |
}, | |
{ | |
"epoch": 0.43, | |
"learning_rate": 4.3087971274685824e-06, | |
"loss": 0.9251, | |
"step": 240 | |
}, | |
{ | |
"epoch": 0.45, | |
"learning_rate": 4.488330341113106e-06, | |
"loss": 0.8964, | |
"step": 250 | |
}, | |
{ | |
"epoch": 0.47, | |
"learning_rate": 4.66786355475763e-06, | |
"loss": 0.8897, | |
"step": 260 | |
}, | |
{ | |
"epoch": 0.48, | |
"learning_rate": 4.847396768402154e-06, | |
"loss": 0.8481, | |
"step": 270 | |
}, | |
{ | |
"epoch": 0.5, | |
"learning_rate": 5.026929982046679e-06, | |
"loss": 0.8048, | |
"step": 280 | |
}, | |
{ | |
"epoch": 0.52, | |
"learning_rate": 5.206463195691203e-06, | |
"loss": 0.8014, | |
"step": 290 | |
}, | |
{ | |
"epoch": 0.54, | |
"learning_rate": 5.385996409335727e-06, | |
"loss": 0.7511, | |
"step": 300 | |
}, | |
{ | |
"epoch": 0.56, | |
"learning_rate": 5.565529622980251e-06, | |
"loss": 0.741, | |
"step": 310 | |
}, | |
{ | |
"epoch": 0.57, | |
"learning_rate": 5.745062836624776e-06, | |
"loss": 0.7327, | |
"step": 320 | |
}, | |
{ | |
"epoch": 0.59, | |
"learning_rate": 5.9245960502693004e-06, | |
"loss": 0.7492, | |
"step": 330 | |
}, | |
{ | |
"epoch": 0.61, | |
"learning_rate": 6.1041292639138246e-06, | |
"loss": 0.7613, | |
"step": 340 | |
}, | |
{ | |
"epoch": 0.63, | |
"learning_rate": 6.283662477558349e-06, | |
"loss": 0.6902, | |
"step": 350 | |
}, | |
{ | |
"epoch": 0.65, | |
"learning_rate": 6.463195691202873e-06, | |
"loss": 0.6687, | |
"step": 360 | |
}, | |
{ | |
"epoch": 0.66, | |
"learning_rate": 6.642728904847396e-06, | |
"loss": 0.6623, | |
"step": 370 | |
}, | |
{ | |
"epoch": 0.68, | |
"learning_rate": 6.822262118491922e-06, | |
"loss": 0.6901, | |
"step": 380 | |
}, | |
{ | |
"epoch": 0.7, | |
"learning_rate": 7.001795332136446e-06, | |
"loss": 0.6638, | |
"step": 390 | |
}, | |
{ | |
"epoch": 0.72, | |
"learning_rate": 7.18132854578097e-06, | |
"loss": 0.6414, | |
"step": 400 | |
}, | |
{ | |
"epoch": 0.74, | |
"learning_rate": 7.360861759425494e-06, | |
"loss": 0.6877, | |
"step": 410 | |
}, | |
{ | |
"epoch": 0.75, | |
"learning_rate": 7.540394973070018e-06, | |
"loss": 0.6249, | |
"step": 420 | |
}, | |
{ | |
"epoch": 0.77, | |
"learning_rate": 7.719928186714543e-06, | |
"loss": 0.6099, | |
"step": 430 | |
}, | |
{ | |
"epoch": 0.79, | |
"learning_rate": 7.899461400359067e-06, | |
"loss": 0.6321, | |
"step": 440 | |
}, | |
{ | |
"epoch": 0.81, | |
"learning_rate": 8.07899461400359e-06, | |
"loss": 0.6431, | |
"step": 450 | |
}, | |
{ | |
"epoch": 0.83, | |
"learning_rate": 8.258527827648117e-06, | |
"loss": 0.6404, | |
"step": 460 | |
}, | |
{ | |
"epoch": 0.84, | |
"learning_rate": 8.43806104129264e-06, | |
"loss": 0.6148, | |
"step": 470 | |
}, | |
{ | |
"epoch": 0.86, | |
"learning_rate": 8.617594254937165e-06, | |
"loss": 0.5844, | |
"step": 480 | |
}, | |
{ | |
"epoch": 0.88, | |
"learning_rate": 8.797127468581689e-06, | |
"loss": 0.6316, | |
"step": 490 | |
}, | |
{ | |
"epoch": 0.9, | |
"learning_rate": 8.976660682226211e-06, | |
"loss": 0.6018, | |
"step": 500 | |
}, | |
{ | |
"epoch": 0.91, | |
"learning_rate": 9.156193895870736e-06, | |
"loss": 0.5843, | |
"step": 510 | |
}, | |
{ | |
"epoch": 0.93, | |
"learning_rate": 9.33572710951526e-06, | |
"loss": 0.5986, | |
"step": 520 | |
}, | |
{ | |
"epoch": 0.95, | |
"learning_rate": 9.515260323159784e-06, | |
"loss": 0.5718, | |
"step": 530 | |
}, | |
{ | |
"epoch": 0.97, | |
"learning_rate": 9.694793536804308e-06, | |
"loss": 0.5163, | |
"step": 540 | |
}, | |
{ | |
"epoch": 0.99, | |
"learning_rate": 9.874326750448834e-06, | |
"loss": 0.5448, | |
"step": 550 | |
}, | |
{ | |
"epoch": 1.0, | |
"eval_accuracy": { | |
"accuracy": 0.8387530836510428 | |
}, | |
"eval_f1": { | |
"f1": 0.8242528613153339 | |
}, | |
"eval_loss": 0.43474748730659485, | |
"eval_precision": { | |
"precision": 0.8238035334510331 | |
}, | |
"eval_recall": { | |
"recall": 0.8266051811271123 | |
}, | |
"eval_runtime": 171.551, | |
"eval_samples_per_second": 103.969, | |
"eval_steps_per_second": 3.253, | |
"step": 557 | |
} | |
], | |
"logging_steps": 10, | |
"max_steps": 27850, | |
"num_input_tokens_seen": 0, | |
"num_train_epochs": 50, | |
"save_steps": 500, | |
"total_flos": 1.7733253506748416e+18, | |
"train_batch_size": 32, | |
"trial_name": null, | |
"trial_params": null | |
} | |