Update E5 training history epoch 9
Browse files- e5_training_history.json +42 -0
e5_training_history.json
CHANGED
|
@@ -334,5 +334,47 @@
|
|
| 334 |
],
|
| 335 |
"learning_rate": 9.381533400219317e-05,
|
| 336 |
"epoch_time_seconds": 406.48603534698486
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 337 |
}
|
| 338 |
]
|
|
|
|
| 334 |
],
|
| 335 |
"learning_rate": 9.381533400219317e-05,
|
| 336 |
"epoch_time_seconds": 406.48603534698486
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 9,
|
| 340 |
+
"train_loss": 1.1047882228887,
|
| 341 |
+
"val_loss": 1.0450519629426904,
|
| 342 |
+
"foreground_dice": 0.7545457079995493,
|
| 343 |
+
"foreground_iou": 0.6087709386890299,
|
| 344 |
+
"foreground_precision": 0.7040334435651802,
|
| 345 |
+
"foreground_recall": 0.8181067803186709,
|
| 346 |
+
"tumor_dice": 0.8786513296920568,
|
| 347 |
+
"tumor_iou": 0.7835665685060855,
|
| 348 |
+
"tumor_precision": 0.796035229688355,
|
| 349 |
+
"tumor_recall": 0.9804018198342419,
|
| 350 |
+
"tumor_sensitivity": 0.9804018198342419,
|
| 351 |
+
"tumor_fnr": 0.019598180165758136,
|
| 352 |
+
"tumor_fpr": 0.07429336717654131,
|
| 353 |
+
"tumor_tp": 2170441,
|
| 354 |
+
"tumor_tn": 6929377,
|
| 355 |
+
"tumor_fp": 556123,
|
| 356 |
+
"tumor_fn": 43387,
|
| 357 |
+
"class_dice": [
|
| 358 |
+
0.682103539792911,
|
| 359 |
+
0.7712540745877495,
|
| 360 |
+
0.8102795096179872
|
| 361 |
+
],
|
| 362 |
+
"class_iou": [
|
| 363 |
+
0.5175699005107943,
|
| 364 |
+
0.627675794187468,
|
| 365 |
+
0.6810671213688274
|
| 366 |
+
],
|
| 367 |
+
"class_precision": [
|
| 368 |
+
0.6723534811026517,
|
| 369 |
+
0.6729537726119799,
|
| 370 |
+
0.766793076980909
|
| 371 |
+
],
|
| 372 |
+
"class_recall": [
|
| 373 |
+
0.6921405382762593,
|
| 374 |
+
0.9031849030017551,
|
| 375 |
+
0.8589948996779981
|
| 376 |
+
],
|
| 377 |
+
"learning_rate": 9.221639627510075e-05,
|
| 378 |
+
"epoch_time_seconds": 445.1317443847656
|
| 379 |
}
|
| 380 |
]
|