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Rendeiro lab 9

• "__torch__.torch.nn.modules.activation.___torch_mangle_2738.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2601.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2599.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2696.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2681.ModuleList",
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• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2673.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2682.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2639.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2602.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2619.Sequential",
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• "__torch__.torch.nn.modules.activation.___torch_mangle_2640.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2687.BatchNorm2d",
• "torch.LongStorage",
• "__torch__.torch.nn.modules.linear.___torch_mangle_359.Linear",
• "__torch__.InstanSeg.utils.loss.instanseg_loss.___torch_mangle_2776.ProbabilityNet",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2777.InstanSeg_UNet",
• "__torch__.torch.nn.modules.container.___torch_mangle_2613.Sequential",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2771.Decoder",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2691.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2746.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2718.Sequential",
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• "__torch__.InstanSeg.utils.loss.instanseg_loss.___torch_mangle_2964.InstanSeg_Torchscript",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2740.Conv2d",
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• "__torch__.torch.nn.modules.conv.___torch_mangle_2744.Conv2d",
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• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2724.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2633.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2698.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2694.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2638.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2649.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2759.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2621.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2670.ReLU",
• "torch.FloatStorage",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2616.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2675.Sequential",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2600.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2752.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2653.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_2609.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2669.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2676.Conv2d",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2706.DecoderBlock",
• "__torch__.torch.nn.modules.pooling.___torch_mangle_2615.MaxPool2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2749.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2679.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_2701.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2713.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2632.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2704.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2762.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2753.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2735.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2750.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2733.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2766.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2604.ReLU",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2731.DecoderBlock",
• "__torch__.torch.nn.modules.container.___torch_mangle_2705.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2720.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2690.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2754.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2624.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2686.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2697.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2651.BatchNorm2d",
• "__torch__.InstanSeg.utils.loss.instanseg_loss.___torch_mangle_360.ProbabilityNet",
• "collections.OrderedDict",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2674.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2650.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_2764.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2617.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2625.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2656.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2755.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2612.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2710.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2660.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2726.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_358.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2664.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2635.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2646.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2739.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_357.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_2631.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_2657.Sequential",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2614.EncoderBlock",
• "__torch__.torch.nn.modules.pooling.___torch_mangle_2637.MaxPool2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2598.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2684.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2693.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2603.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2628.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2732.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2737.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2594.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2709.ReLU",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2658.EncoderBlock",
• "__torch__.torch.nn.modules.linear.___torch_mangle_2760.Identity",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2648.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2662.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2678.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2626.ReLU",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2636.EncoderBlock",
• "__torch__.torch.nn.modules.container.___torch_mangle_2645.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2745.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2595.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2630.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2711.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2634.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2663.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_2722.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2668.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2622.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2685.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2654.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2695.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2652.ReLU",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2767.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2730.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2719.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2683.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2769.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2702.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2610.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2607.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2688.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2717.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2608.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2618.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2596.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2748.Conv2d",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2756.DecoderBlock",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2742.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2761.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2700.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2751.Sequential",
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• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2763.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_2768.Identity",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2647.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2772.ModuleList",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2728.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_2773.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2727.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2729.ReLU",
• "__torch__.torch.nn.modules.container.___torch_mangle_2623.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2611.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2757.ModuleList",
• "__torch__.torch.nn.modules.linear.___torch_mangle_2593.Identity",
• "__torch__.torch.nn.modules.container.___torch_mangle_2689.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_2770.ModuleList",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2758.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2716.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2743.Sequential",
• "__torch__.torch.nn.modules.container.___torch_mangle_2667.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2666.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2606.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2741.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_2775.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2707.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2715.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2721.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2620.Conv2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2655.BatchNorm2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_2671.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2699.BatchNorm2d",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2712.BatchNorm2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2734.ReLU",
• "__torch__.InstanSeg.utils.models.InstanSeg_UNet.___torch_mangle_2680.EncoderBlock",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2736.Conv2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_2644.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2642.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_2774.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_2747.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_2643.BatchNorm2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2723.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_2672.Conv2d",
• "__torch__.torch.nn.modules.pooling.___torch_mangle_2659.MaxPool2d",
• "torch.LongStorage",
• "collections.OrderedDict",
• "torch._utils._rebuild_tensor_v2"

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