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history_unet_relu_he.txt
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history_unet_relu_he.txt
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{'loss': [1.4185245037078857, 1.1222680807113647, 0.9262047410011292, 0.7570303678512573, 0.6085359454154968, 0.4868253767490387, 0.39797723293304443, 0.3247876763343811, 0.2658440172672272, 0.23471614718437195, 0.20130619406700134, 0.19721563160419464, 0.18599969148635864, 0.1477964222431183, 0.13796193897724152, 0.14025992155075073, 0.12102876603603363, 0.12190114706754684, 0.12660396099090576, 0.10384110361337662, 0.10521284490823746, 0.09620235115289688, 0.08866903930902481, 0.0912562757730484, 0.09287664294242859], 'DiceBCE': [0.12104058265686035, 0.19616472721099854, 0.27694934606552124, 0.37598320841789246, 0.4822182357311249, 0.5803650617599487, 0.654479444026947, 0.7192870378494263, 0.7700654864311218, 0.7984726428985596, 0.8263927102088928, 0.8310914635658264, 0.8414140343666077, 0.8740983009338379, 0.8831464052200317, 0.8817076683044434, 0.8966056108474731, 0.8946642875671387, 0.8909597992897034, 0.9120502471923828, 0.9115005731582642, 0.9184055924415588, 0.9235530495643616, 0.9196519255638123, 0.9184953570365906], 'Jaccard': [0.06589099764823914, 0.11168181896209717, 0.16660991311073303, 0.24197541177272797, 0.3342537581920624, 0.4296433627605438, 0.5118246674537659, 0.5840502977371216, 0.6463320851325989, 0.685236930847168, 0.7257102131843567, 0.7373544573783875, 0.7544692754745483, 0.7929962873458862, 0.8067657351493835, 0.8049733638763428, 0.8324015140533447, 0.8349147439002991, 0.8293852210044861, 0.8532087206840515, 0.8521227836608887, 0.864117443561554, 0.8768132328987122, 0.8774576187133789, 0.8755597472190857], 'val_loss': [1.7493966817855835, 1.0882283449172974, 0.8451881408691406, 0.6806925535202026, 0.5796101689338684, 0.5114619731903076, 0.3912874162197113, 0.39112693071365356, 0.3915887475013733, 0.3193058371543884, 0.29420560598373413, 0.2888224124908447, 0.27662551403045654, 0.2479734718799591, 0.2777637839317322, 0.2815415859222412, 0.2256784588098526, 0.2675188481807709, 0.35440224409103394, 0.24713486433029175, 0.25873875617980957, 0.3825394809246063, 0.6367084980010986, 0.6320871114730835, 0.9898420572280884], 'val_DiceBCE': [0.1630195677280426, 0.253542959690094, 0.33216744661331177, 0.4196239113807678, 0.5173451900482178, 0.5585060119628906, 0.667046844959259, 0.6652116775512695, 0.6951571702957153, 0.7347586154937744, 0.7785680294036865, 0.759634792804718, 0.7624137997627258, 0.7913157939910889, 0.784869372844696, 0.7653485536575317, 0.8133840560913086, 0.7750545740127563, 0.6996131539344788, 0.8096880316734314, 0.7940738201141357, 0.6722566485404968, 0.4456421434879303, 0.45037391781806946, 0.1447339504957199], 'val_Jaccard': [0.0910029485821724, 0.14975877106189728, 0.20667502284049988, 0.2772177457809448, 0.36170756816864014, 0.40867879986763, 0.5228679776191711, 0.5165945291519165, 0.5595185160636902, 0.6024554967880249, 0.656778872013092, 0.6389259099960327, 0.6384768486022949, 0.670812726020813, 0.6713227033615112, 0.6478374600410461, 0.701576828956604, 0.6606805920600891, 0.5636969804763794, 0.696930468082428, 0.6891283392906189, 0.5316057205200195, 0.2953736484050751, 0.303727388381958, 0.0794728621840477], 'lr': [0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.001, 0.00080000004, 0.00080000004, 0.00080000004]}