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Nirschl Lab 9

• "torch.nn.modules.conv.Conv2d",
• "__builtin__.dict",
• "__builtin__.long",
• "torch._utils._rebuild_parameter",
• "torch.LongStorage",
• "omegaconf.base.Metadata",
• "torch.nn.modules.batchnorm.BatchNorm2d",
• "albumentations.augmentations.dropout.coarse_dropout.CoarseDropout",
• "torchvision.models.resnet.ResNet",
• "collections.defaultdict",
• "torch.nn.modules.container.Sequential",
• "numpy._core.multiarray._reconstruct",
• "numpy.random._pickle.__generator_ctor",
• "albumentations.core.composition.OneOf",
• "collections.OrderedDict",
• "albumentations.augmentations.geometric.resize.Resize",
• "numpy.random._pickle.__bit_generator_ctor",
• "albumentations.augmentations.crops.transforms.CenterCrop",
• "torch.nn.modules.pooling.MaxPool2d",
• "albumentations.augmentations.pixel.transforms.RandomBrightnessContrast",
• "__builtin__.set",
• "numpy.random.bit_generator.__pyx_unpickle_SeedSequence",
• "torch.nn.modules.pooling.AdaptiveAvgPool2d",
• "albumentations.pytorch.transforms.ToTensorV2",
• "functools.partial",
• "albumentations.augmentations.geometric.flip.D4",
• "torch.optim.lr_scheduler.MultiStepLR",
• "albumentations.augmentations.pixel.transforms.ShotNoise",
• "albumentations.augmentations.crops.transforms.RandomSizedCrop",
• "src.models.baseline.baseline_models.BaselineClassifier",
• "albumentations.augmentations.blur.transforms.GaussianBlur",
• "__builtin__.getattr",
• "albumentations.augmentations.pixel.transforms.GaussNoise",
• "torch.FloatStorage",
• "albumentations.augmentations.pixel.transforms.ImageCompression",
• "albumentations.augmentations.geometric.distortion.ElasticTransform",
• "albumentations.augmentations.pixel.transforms.Normalize",
• "omegaconf.nodes.AnyNode",
• "torch.nn.modules.dropout.Dropout",
• "numpy.ndarray",
• "torch._utils._rebuild_tensor_v2",
• "numpy.dtype",
• "collections.Counter",
• "torchvision.models.resnet.BasicBlock",
• "numpy.random._pcg64.PCG64",
• "__builtin__.list",
• "torch.optim.adamw.AdamW",
• "omegaconf.base.ContainerMetadata",
• "omegaconf.listconfig.ListConfig",
• "albumentations.core.composition.Compose",
• "random.Random",
• "numpy.random.bit_generator.SeedSequence",
• "albumentations.core.transforms_interface.NoOp",
• "torch.nn.modules.activation.ReLU",
• "_codecs.encode",
• "albumentations.augmentations.pixel.transforms.HEStain",
• "torch.nn.modules.linear.Linear",
• "torch.nn.modules.linear.Identity",
• "albumentations.augmentations.pixel.transforms.Illumination",
• "typing.Any"

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