3 Nb@sFddlZddlZddlmZmZmZddlmZmZm Z dddZ dS) N)InpaintingEvaluatorOnlinessim_fid100_f1lpips_fid100_f1) SSIMScore LPIPSScoreFIDScoredefaultTc Kstjd|tjjrdnd}i}|r4t|d<|rBt|d<|rVtj||d<|dkrdd}n*|dkrrt }n|dkrt }nt d ||d krt f|||d |SdS) NzMake evaluator cudaZcpussimlpipsfidrrzUnexpected integral_kind=r)Zscores integral_funcZintegral_title) logginginfotorchr Z is_availablerrrtorr ValueErrorr) kindr r r Z integral_kindkwargsdeviceZmetricsr rC/home/ec2-user/SageMaker/lama/saicinpainting/evaluation/__init__.pymake_evaluator s*  r)rTTTN) rrZ#saicinpainting.evaluation.evaluatorrrrZ*saicinpainting.evaluation.losses.base_lossrrrrrrrrs