adds models/30-Jul-2025_22-34-06_NVIDIA_A100_80GB_PCI/

models/30-Jul-2025_22-34-06_NVIDIA_A100_80GB_PCI/accuracy_value_30-Jul-2025_22-34-06.csv

@@ -0,0 +1 @@
+96.79784813596491

models/30-Jul-2025_22-34-06_NVIDIA_A100_80GB_PCI/training_loss_values_30-Jul-2025_22-34-06.csv

@@ -0,0 +1,100 @@
+0.05845481168464775
+0.04052074130778009
+0.03523776820685236
+0.03337746938590551
+0.030053471079033413
+0.027878552675247192
+0.025655252340432262
+0.02548589636472876
+0.022998009402579286
+0.02049561832728011
+0.019217821719420238
+0.017796760520312968
+0.01656898856163025
+0.015310250752874082
+0.014855767745575803
+0.014469367325231526
+0.013812155815099508
+0.013051772190167217
+0.012720219893253103
+0.0123879135994429
+0.012025936712486467
+0.01186318194654104
+0.011190591977627834
+0.01121561298060804
+0.010807750032710077
+0.010569749927885374
+0.010375685961951923
+0.010554125976659237
+0.010051770579911648
+0.009896437248003468
+0.009373385538248236
+0.008972961888107913
+0.009366338316830208
+0.008777788525142622
+0.009207452913646245
+0.008440838022141272
+0.008051352117317594
+0.007849613151114234
+0.008111883382709434
+0.007943379635760996
+0.007204896818088384
+0.006666002871838402
+0.006497707343503331
+0.0063956923429364715
+0.0064485047184647095
+0.006062727095966184
+0.006838922783006889
+0.0059160044307491454
+0.005641505229153139
+0.007190361577138472
+0.005460177849368954
+0.0051748577119333766
+0.005871433839108911
+0.005071292546451017
+0.004715283053663191
+0.004924088856030939
+0.00484962293996793
+0.004132353299565976
+0.004287692861219917
+0.0038785178228263996
+0.003911574065369018
+0.005780588237850109
+0.003898950672700313
+0.00413175459286098
+0.010996625548258851
+0.005206022939450583
+0.004296709472934405
+0.005234627608912119
+0.0041798274712951
+0.003491459498077296
+0.0034145372879043796
+0.0032409067648217623
+0.003453199645869443
+0.0029146748172879664
+0.0031810424984729246
+0.00281209596078122
+0.002865990958689304
+0.0043240175251099055
+0.003910897797282864
+0.0028753963632790485
+0.0028388342412000293
+0.002663022235091706
+0.0034467536356118733
+0.0026886532462193874
+0.0024091469521602886
+0.002391619322944744
+0.0022431562507011175
+0.002352523606982124
+0.0030932605938611556
+0.0023773226435860146
+0.002235096673505583
+0.0022773682087492407
+0.0021205800184317296
+0.0023475617470310422
+0.005630200679940678
+0.002641091359251373
+0.0022687334369649453
+0.00246353138159128
+0.0020299762424625706
+0.001951549258013343

models/30-Jul-2025_22-34-06_NVIDIA_A100_80GB_PCI/training_performance_30-Jul-2025_22-34-06.json

@@ -0,0 +1,9 @@
+{
+    "accuracy": 0.9948592707023765,
+    "f1": 0.9948591343719481,
+    "recall": 0.9948592707023765,
+    "precision": 0.9948822218164101,
+    "fbeta": 0.9948591343719481,
+    "miou": 0.9965594546778184,
+    "dice": 0.998899102376053
+}

models/30-Jul-2025_22-34-06_NVIDIA_A100_80GB_PCI/validation_loss_values_30-Jul-2025_22-34-06.csv

@@ -0,0 +1,100 @@
+0.046055557609301565
+0.037768752689947165
+0.03627970056575641
+0.029738652514435394
+0.03222257151589756
+0.028663687625823664
+0.025051388388488725
+0.025227828071131345
+0.024792196022139654
+0.019144207849140057
+0.01995168142674262
+0.0172240569403297
+0.015840137039708813
+0.01523166284923665
+0.01540160227065895
+0.01588545299587194
+0.014552563646732018
+0.014856010501147711
+0.01389287821730675
+0.012784680645716818
+0.01280729533636082
+0.012808359070130957
+0.013276704919268514
+0.012415827061349189
+0.013118807030351539
+0.011890489891258597
+0.012199392531350342
+0.012315177473059873
+0.011619911621711408
+0.011510214653977176
+0.01207135033886335
+0.011621499140011636
+0.012078541695897341
+0.011734685484777418
+0.012215453586731737
+0.01151694285503605
+0.011135940336518817
+0.011928448072302412
+0.012361379612607566
+0.01178721072729568
+0.011572070920850799
+0.012366047902413977
+0.011932654077546638
+0.011867970838184244
+0.011905653282390004
+0.01230161244931974
+0.011754924006629409
+0.012003857751338803
+0.01338133926105778
+0.012136895383833444
+0.012070354727799432
+0.013674772709433795
+0.012745177057402872
+0.012929569690199623
+0.013600584272055597
+0.013818790602405168
+0.013240403512067962
+0.01320099377492715
+0.014793352904724099
+0.013910754687256284
+0.01650116418363058
+0.013476672751164575
+0.014298729075674425
+0.018023604102302016
+0.012702163984203896
+0.013310236889019347
+0.01554215542579952
+0.013854484678360453
+0.014196745136327911
+0.014180721595273381
+0.014908985174887361
+0.015228021563145152
+0.015152766777758012
+0.01643699250723186
+0.015935343390668346
+0.01603742701965466
+0.016981150323187397
+0.015257343649864197
+0.015968175746544064
+0.016534734669833157
+0.016312367734853287
+0.01696940655248207
+0.016060095149696918
+0.016929952286140262
+0.017148879187846043
+0.017498577220572367
+0.018670515184514007
+0.01934506447865949
+0.017096269853979523
+0.019711718703919683
+0.01908988353104619
+0.018049880252246967
+0.01845059940340923
+0.0195683388159289
+0.014616332577857358
+0.01624683913780235
+0.017979011418875198
+0.018427116262633898
+0.01808842973053804
+0.020078252543482864

models/30-Jul-2025_22-34-06_NVIDIA_A100_80GB_PCI/validation_performance_30-Jul-2025_22-34-06.json

@@ -0,0 +1,9 @@
+{
+    "accuracy": 0.9751893047374995,
+    "f1": 0.9749379879481567,
+    "recall": 0.9751893047374995,
+    "precision": 0.9753528680931696,
+    "fbeta": 0.9749379879481567,
+    "miou": 0.9824037127606353,
+    "dice": 0.993996384780889
+}

models/30-Jul-2025_22-34-06_NVIDIA_A100_80GB_PCI/weights_30-Jul-2025_22-34-06.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4295a8fb6e2f7733554df936741528b4379d86af4cfbda6a3ff0c927d7e3d721
+size 93590792