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Rendeiro lab 12

• "__torch__.torch.nn.modules.conv.___torch_mangle_418.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_390.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_522.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_437.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_728.Linear",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_470.DecoderBlock",
• "__torch__.instanseg.utils.loss.instanseg_loss.InstanSeg_Torchscript",
• "__torch__.torch.nn.modules.conv.___torch_mangle_440.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_457.Sequential",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_541.InstanSeg_UNet",
• "__torch__.torch.nn.modules.pooling.___torch_mangle_401.MaxPool2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_403.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_455.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_375.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_529.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_406.Conv2d",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_444.EncoderBlock",
• "__torch__.instanseg.utils.loss.instanseg_loss.___torch_mangle_540.ProbabilityNet",
• "__torch__.torch.nn.modules.activation.___torch_mangle_430.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_483.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_387.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_427.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_473.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_443.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_523.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_539.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_504.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_388.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_370.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_397.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_416.ReLU",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_495.DecoderBlock",
• "__torch__.torch.nn.modules.activation.___torch_mangle_477.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_369.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_361.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_395.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_729.Linear",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_467.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_485.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_441.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_358.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_461.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_365.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_526.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_394.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_462.Conv2d",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.activation.___torch_mangle_498.ReLU",
• "__torch__.torch.nn.modules.linear.___torch_mangle_727.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_532.Identity",
• "__torch__.torch.nn.modules.activation.___torch_mangle_360.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_409.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_442.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_506.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_381.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_383.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_486.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_399.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_527.BatchNorm2d",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_422.EncoderBlock",
• "__torch__.torch.nn.modules.container.___torch_mangle_469.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_490.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_404.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_501.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_507.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_452.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_385.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_447.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_515.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_493.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_516.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_433.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_466.Conv2d",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_535.Decoder",
• "__torch__.torch.nn.modules.conv.___torch_mangle_366.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_368.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_411.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_538.Linear",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_463.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_518.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_450.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_488.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_509.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_499.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_474.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_389.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_405.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_492.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_459.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_500.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_505.BatchNorm2d",
• "torch.FloatStorage",
• "__torch__.torch.nn.modules.container.___torch_mangle_449.Sequential",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_400.EncoderBlock",
• "__torch__.torch.nn.modules.container.___torch_mangle_453.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_496.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_432.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_386.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_446.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_494.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_424.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_410.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_435.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_407.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_396.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_372.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_481.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_476.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_373.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_438.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_445.ModuleList",
• "__torch__.torch.nn.modules.container.___torch_mangle_525.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_479.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_482.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_412.ReLU",
• "torch.LongStorage",
• "__torch__.torch.nn.modules.container.___torch_mangle_511.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_536.ModuleList",
• "__torch__.torch.nn.modules.pooling.___torch_mangle_423.MaxPool2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_431.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_398.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_448.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_489.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_513.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_497.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_472.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_528.Identity",
• "__torch__.torch.nn.modules.activation.___torch_mangle_468.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_376.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_377.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_357.Identity",
• "__torch__.torch.nn.modules.activation.___torch_mangle_502.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_484.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_465.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_419.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_439.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_408.ReLU",
• "__torch__.torch.nn.modules.linear.___torch_mangle_524.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_374.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_434.ReLU",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_520.DecoderBlock",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_517.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_426.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_391.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_491.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_519.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_367.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_436.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_464.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_415.BatchNorm2d",
• "__torch__.instanseg.utils.models.InstanSeg_UNet.___torch_mangle_378.EncoderBlock",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_429.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_456.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_510.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_478.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_508.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_392.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_428.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_458.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_480.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_364.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_362.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_359.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_451.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_413.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_512.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_475.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_414.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_425.BatchNorm2d",
• "__torch__.instanseg.utils.loss.instanseg_loss.___torch_mangle_730.ProbabilityNet",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.conv.___torch_mangle_380.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_530.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_402.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_420.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_460.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_531.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_417.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_537.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_384.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_393.BatchNorm2d",
• "__torch__.torch.nn.modules.pooling.___torch_mangle_379.MaxPool2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_471.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_534.ModuleList",
• "__torch__.torch.nn.modules.conv.___torch_mangle_454.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_487.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_514.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_421.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_363.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_503.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_371.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_521.ModuleList",
• "__torch__.torch.nn.modules.activation.___torch_mangle_382.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_533.Sequential",
• "torch.LongStorage",
• "torch.FloatStorage",
• "torch._utils._rebuild_tensor_v2",
• "collections.OrderedDict"

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