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Rendeiro lab 13

• "__torch__.torch.nn.modules.container.___torch_mangle_131.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_97.ConvTranspose2d",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_342.LayerNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_394.Identity",
• "__torch__.torch.nn.modules.conv.ConvTranspose2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_47.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_262.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_176.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_465.Linear",
• "__torch__.hibou.models.layers.block.___torch_mangle_521.NestedTensorBlock",
• "__torch__.torch.nn.modules.linear.___torch_mangle_441.Linear",
• "__torch__.hibou.models.layers.attention.___torch_mangle_392.MemEffAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_559.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_91.Conv2d",
• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_488.SwiGLUFFNFused",
• "__torch__.torch.nn.modules.container.___torch_mangle_4.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_268.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_20.Conv2d",
• "__torch__.hibou.models.layers.attention.___torch_mangle_257.MemEffAttention",
• "__torch__.torch.nn.modules.container.___torch_mangle_240.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_325.Identity",
• "__torch__.torch.nn.modules.container.___torch_mangle_41.Sequential",
• "__torch__.torch.nn.modules.linear.___torch_mangle_397.Linear",
• "__torch__.hibou.models.layers.block.___torch_mangle_401.NestedTensorBlock",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_118.Dropout",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_301.Dropout",
• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_190.Conv2DBlock",
• "__torch__.torch.nn.modules.container.___torch_mangle_70.Sequential",
• "__torch__.hibou.models.layers.block.___torch_mangle_341.NestedTensorBlock",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_222.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_141.Conv2d",
• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_518.SwiGLUFFNFused",
• "__torch__.torch.nn.modules.container.___torch_mangle_39.Sequential",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_365.LayerNorm",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_414.LayerScale",
• "__torch__.torch.nn.modules.conv.___torch_mangle_115.Conv2d",
• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_146.Conv2DBlock",
• "__torch__.torch.nn.modules.linear.___torch_mangle_493.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_50.ConvTranspose2d",
• "__torch__.torch.nn.modules.activation.___torch_mangle_73.ReLU",
• "__torch__.torch.nn.modules.linear.___torch_mangle_514.Identity",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_582.LayerNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_577.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_570.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_241.Sequential",
• "__torch__.torch.nn.modules.conv.___torch_mangle_99.Conv2d",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_348.LayerScale",
• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_398.SwiGLUFFNFused",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_194.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_442.Linear",
• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_338.SwiGLUFFNFused",
• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_132.Conv2DBlock",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_404.Dropout",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_8.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_457.Linear",
• "__torch__.hibou.models.cellvit.cellvit.CellViTHibou",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_573.LayerScale",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_335.LayerNorm",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_361.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_246.Identity",
• "__torch__.hibou.models.vision_transformer.DinoVisionTransformer",
• "__torch__.torch.nn.modules.linear.___torch_mangle_330.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_510.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_16.Dropout",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_234.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_460.Identity",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_258.LayerScale",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_419.Dropout",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_410.LayerNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_291.Linear",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_305.LayerNorm",
• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_110.Conv2DBlock",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_170.BatchNorm2d",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_402.LayerNorm",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_513.LayerScale",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_594.LayerScale",
• "__torch__.torch.nn.modules.activation.___torch_mangle_137.ReLU",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_575.LayerNorm",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_324.LayerScale",
• "__torch__.torch.nn.modules.conv.___torch_mangle_242.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_355.Identity",
• "__torch__.torch.nn.modules.conv.___torch_mangle_163.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_178.ConvTranspose2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_412.Linear",
• "__torch__.torch.nn.modules.conv.___torch_mangle_27.ConvTranspose2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_561.Linear",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_455.LayerNorm",
• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_96.Conv2DBlock",
• "__torch__.torch.nn.modules.linear.___torch_mangle_484.Identity",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_102.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_13.Conv2d",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_282.LayerNorm",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_357.LayerNorm",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_515.LayerNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_277.Linear",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_440.LayerNorm",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_464.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_351.Linear",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_468.LayerScale",
• "__torch__.hibou.models.layers.attention.___torch_mangle_467.MemEffAttention",
• "__torch__.torch.nn.modules.conv.___torch_mangle_51.Conv2d",
• "__torch__.torch.nn.modules.conv.___torch_mangle_169.Conv2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_75.Sequential",
• "__torch__.hibou.models.layers.block.___torch_mangle_326.NestedTensorBlock",
• "__torch__.CellViTJITWrapper",
• "__torch__.torch.nn.modules.container.___torch_mangle_112.Sequential",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_106.BatchNorm2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_540.Linear",
• "__torch__.torch.nn.modules.linear.___torch_mangle_415.Identity",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_564.LayerScale",
• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_503.SwiGLUFFNFused",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_376.Dropout",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_38.Dropout",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_228.BatchNorm2d",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_271.Dropout",
• "__torch__.torch.nn.modules.activation.___torch_mangle_107.ReLU",
• "__torch__.torch.nn.modules.activation.___torch_mangle_151.ReLU",
• "__torch__.hibou.models.layers.block.___torch_mangle_371.NestedTensorBlock",
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• "__torch__.torch.nn.modules.conv.___torch_mangle_197.ConvTranspose2d",
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• "__torch__.torch.nn.modules.linear.___torch_mangle_435.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_314.Dropout",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_252.LayerNorm",
• "__torch__.torch.nn.modules.linear.Identity",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_485.LayerNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_334.Identity",
• "__torch__.torch.nn.modules.container.___torch_mangle_103.Sequential",
• "__torch__.hibou.models.layers.attention.___torch_mangle_317.MemEffAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_381.Linear",
• "__torch__.torch.nn.modules.container.___torch_mangle_203.Sequential",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_395.LayerNorm",
• "__torch__.torch.nn.modules.container.___torch_mangle_148.Sequential",
• "__torch__.torch.nn.modules.activation.___torch_mangle_37.ReLU",
• "__torch__.torch.nn.modules.conv.___torch_mangle_42.ConvTranspose2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_411.Linear",
• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_548.SwiGLUFFNFused",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_453.LayerScale",
• "__torch__.torch.nn.modules.conv.___torch_mangle_63.Conv2d",
• "__torch__.torch.nn.modules.linear.___torch_mangle_454.Identity",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_438.LayerScale",
• "__torch__.hibou.models.layers.attention.___torch_mangle_557.MemEffAttention",
• "__torch__.torch.nn.modules.linear.___torch_mangle_349.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_501.Linear",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_23.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_409.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_490.Identity",
• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_293.SwiGLUFFNFused",
• "__torch__.torch.nn.modules.container.___torch_mangle_231.Sequential",
• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_383.SwiGLUFFNFused",
• "__torch__.torch.nn.modules.container.ModuleList",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_384.LayerScale",
• "__torch__.torch.nn.modules.conv.___torch_mangle_77.Conv2d",
• "torch._utils._rebuild_tensor_v2",
• "__torch__.torch.nn.modules.container.Sequential",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_172.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_328.Linear",
• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_104.Conv2DBlock",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_554.Dropout",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_530.LayerNorm",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_44.BatchNorm2d",
• "__torch__.hibou.models.layers.block.___torch_mangle_281.NestedTensorBlock",
• "__torch__.torch.nn.modules.conv.___torch_mangle_19.ConvTranspose2d",
• "__torch__.torch.nn.modules.container.___torch_mangle_6.Sequential",
• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_82.Conv2DBlock",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_449.Dropout",
• "__torch__.torch.nn.modules.conv.___torch_mangle_155.Conv2d",
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• "__torch__.torch.nn.modules.normalization.___torch_mangle_552.LayerNorm",
• "__torch__.torch.nn.modules.dropout.___torch_mangle_586.Dropout",
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• "__torch__.torch.nn.modules.linear.___torch_mangle_298.Linear",
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• "__torch__.hibou.models.layers.swiglu_ffn.___torch_mangle_533.SwiGLUFFNFused",
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• "__torch__.torch.nn.modules.dropout.___torch_mangle_216.Dropout",
• "__torch__.torch.nn.modules.linear.___torch_mangle_471.Linear",
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• "__torch__.torch.nn.modules.activation.___torch_mangle_9.ReLU",
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• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_68.Conv2DBlock",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_567.LayerNorm",
• "collections.OrderedDict",
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• "__torch__.torch.nn.modules.dropout.___torch_mangle_152.Dropout",
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• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_232.Conv2DBlock",
• "__torch__.torch.nn.modules.linear.___torch_mangle_553.Linear",
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• "__torch__.torch.nn.modules.linear.___torch_mangle_340.Identity",
• "__torch__.hibou.models.layers.layer_scale.___torch_mangle_489.LayerScale",
• "__torch__.torch.nn.modules.linear.___torch_mangle_304.Identity",
• "__torch__.torch.nn.modules.linear.___torch_mangle_469.Identity",
• "__torch__.torch.nn.modules.normalization.___torch_mangle_447.LayerNorm",
• "__torch__.torch.nn.modules.linear.___torch_mangle_364.Identity",
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• "__torch__.torch.nn.modules.activation.___torch_mangle_157.ReLU",
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• "__torch__.torch.nn.modules.dropout.___torch_mangle_571.Dropout",
• "__torch__.hibou.models.cellvit.cellvit.___torch_mangle_224.Conv2DBlock",
• "__torch__.torch.nn.modules.linear.___torch_mangle_249.Linear",
• "__torch__.torch.nn.modules.batchnorm.___torch_mangle_100.BatchNorm2d",
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• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.jit._pickle.build_intlist",
• "torch.LongStorage",
• "collections.OrderedDict",
• "torch._utils._rebuild_tensor_v2",
• "torch.DoubleStorage",
• "collections.OrderedDict",
• "torch.jit._pickle.restore_type_tag",
• "torch._utils._rebuild_tensor_v2",
• "torch.FloatStorage"

How to fix it?