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Rendeiro lab 10

• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_20.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_104.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_286.Identity",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_78.InvertedResidual",
• "torch.LongStorage",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_277.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_158.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_31.SqueezeExcite",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_248.Attention",
• "__torch__.timm.models.layers.activations.___torch_mangle_55.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_276.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_194.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_279.Conv2dReLU",
• "__torch__.torch.nn.modules.linear.___torch_mangle_254.Identity",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_236.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_250.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_34.InvertedResidual",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_197.BatchNorm2d",
• "__torch__.timm.models.layers.activations.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_217.Sigmoid",
• "__torch__.segmentation_models_pytorch.base.modules.Activation",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_234.Conv2dReLU",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_149.InvertedResidual",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_140.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_126.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_200.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_145.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_10.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_211.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_260.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_183.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_269.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_41.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_32.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_21.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_189.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_54.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_213.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_245.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_0.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_86.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_58.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_11.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_178.InvertedResidual",
• "__torch__.timm.models.layers.activations.___torch_mangle_215.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_220.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_36.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_173.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_35.Sequential",
• "__torch__.timm.models.layers.activations.___torch_mangle_95.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_185.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_264.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_171.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_3.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_219.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_88.Sigmoid",
• "__torch__.torch.nn.modules.activation.___torch_mangle_45.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_142.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_16.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_2.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_7.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.UnetDecoder",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_251.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_257.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_240.Conv2dReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_177.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_287.Attention",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_89.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_111.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_76.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_214.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_285.Conv2dReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_191.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.Identity",
• "__torch__.timm.models.layers.activations.___torch_mangle_100.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_226.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_119.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_44.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_105.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_90.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_4.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_253.Conv2dReLU",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_272.Conv2dReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_131.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_99.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_223.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_271.ReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_186.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_49.InvertedResidual",
• "__torch__.torch.nn.modules.conv.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_110.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_124.Swish",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_275.DecoderBlock",
• "__torch__.torch.nn.modules.conv.___torch_mangle_93.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_192.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_243.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_68.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_218.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_85.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_82.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_27.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_101.Conv2d",
• "__torch__.torch.nn.modules.activation.Softmax",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_244.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_157.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_24.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_161.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_62.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_94.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_166.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_179.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_182.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_278.ReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_84.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_127.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_141.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_56.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_69.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_1.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_103.SqueezeExcite",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_255.Attention",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.conv.___torch_mangle_73.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_196.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_17.Sigmoid",
• "__torch__.torch.nn.modules.conv.___torch_mangle_144.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_290.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_109.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_52.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_113.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_143.Swish",
• "__torch__.torch.nn.modules.activation.ReLU",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_92.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_162.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_72.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_148.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_60.SqueezeExcite",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_164.InvertedResidual",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_18.SqueezeExcite",
• "__torch__.torch.nn.modules.activation.___torch_mangle_102.Sigmoid",
• "__torch__.timm.models.layers.activations.___torch_mangle_23.Swish",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_268.Attention",
• "__torch__.torch.nn.modules.batchnorm.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_180.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.DecoderBlock",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_169.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.decoders.unet.model.Unet",
• "__torch__.torch.nn.modules.conv.___torch_mangle_128.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_151.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_175.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_25.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_168.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_96.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_29.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_79.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_284.ReLU",
• "__torch__.timm.models.layers.activations.___torch_mangle_210.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_184.Swish",
• "__torch__.timm.models.efficientnet_blocks.InvertedResidual",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_146.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_159.Conv2d",
• "__torch__.timm.models.layers.adaptive_avgmax_pool.SelectAdaptivePool2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_224.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_190.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_37.BatchNorm2d",
• "torch.FloatStorage",
• "__torch__.timm.models.layers.activations.___torch_mangle_28.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_70.Swish",
• "__torch__.segmentation_models_pytorch.encoders.timm_efficientnet.EfficientNetEncoder",
• "__torch__.torch.nn.modules.conv.___torch_mangle_204.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_61.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_233.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_263.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_172.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_132.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_187.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_135.InvertedResidual",
• "__torch__.torch.nn.modules.conv.___torch_mangle_193.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_5.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_259.Conv2dReLU",
• "__torch__.torch.nn.modules.pooling.AdaptiveAvgPool2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_281.Attention",
• "__torch__.segmentation_models_pytorch.base.heads.SegmentationHead",
• "__torch__.torch.nn.modules.container.ModuleList",
• "__torch__.torch.nn.modules.activation.___torch_mangle_117.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_77.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_42.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_170.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_6.Conv2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_274.Attention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_14.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_122.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_156.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_206.InvertedResidual",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_221.InvertedResidual",
• "__torch__.timm.models.layers.activations.___torch_mangle_129.Swish",
• "__torch__.torch.nn.modules.activation.___torch_mangle_265.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_209.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_26.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_147.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_188.Sigmoid",
• "__torch__.segmentation_models_pytorch.decoders.unet.decoder.___torch_mangle_288.DecoderBlock",
• "__torch__.timm.models.layers.activations.___torch_mangle_98.Swish",
• "__torch__.torch.nn.modules.container.___torch_mangle_222.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_228.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_174.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_120.BatchNorm2d",
• "__torch__.segmentation_models_pytorch.base.modules.___torch_mangle_266.Conv2dReLU",
• "__torch__.torch.nn.modules.linear.___torch_mangle_230.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_229.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_40.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_43.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_237.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_12.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_282.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_152.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_134.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_252.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_212.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_153.Swish",
• "__torch__.timm.models.layers.activations.___torch_mangle_181.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_123.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_231.Conv2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_106.InvertedResidual",
• "__torch__.torch.nn.modules.activation.___torch_mangle_258.ReLU",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.conv.___torch_mangle_19.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_112.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_207.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_205.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_130.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_67.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_116.Conv2d",
• "__torch__.torch.nn.modules.flatten.Flatten",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_137.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_30.Sigmoid",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_66.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_238.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_125.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_216.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_15.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_50.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_167.Swish",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_46.SqueezeExcite",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_225.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_81.Swish",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_80.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_57.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_199.Conv2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_195.Swish",
• "__torch__.torch.nn.modules.conv.___torch_mangle_165.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_202.Sigmoid",
• "__torch__.segmentation_models_pytorch.base.modules.Conv2dReLU",
• "__torch__.torch.nn.modules.activation.Sigmoid",
• "__torch__.torch.nn.modules.linear.___torch_mangle_241.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_8.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_154.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_155.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_97.BatchNorm2d",
• "__torch__.timm.models.layers.activations.___torch_mangle_38.Swish",
• "__torch__.torch.nn.modules.linear.___torch_mangle_235.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_9.BatchNorm2d",
• "__torch__.timm.models.efficientnet_blocks.___torch_mangle_75.SqueezeExcite",
• "__torch__.torch.nn.modules.conv.___torch_mangle_114.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_133.Conv2d",
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How to fix it?