04.02.2019 · Could you print the shape out logps[0]?It should be [batch_size, nb_classes].. I also just realized, that you are assigning your Sequential classifier module to model.classifier. If you are using inception_v3, you should use model.fc instead.. Here …
Feb 15, 2019 · Y_pred will be a tuple, already mentioned. If you want to use the out tensor as the model output, you should use loss_func(Y_pred[0], Y).
Jul 18, 2021 · Just leave a record on the Blog, maybe I will need it again after I relocate the environment, but I don’t think so-but recently I discovered that humans are fickle animals, and I seem to have discovered a more beautiful kit that can be used to print PyTorch model architecture.
22.11.2020 · I tried to reproduce a small working code based on the class definitions given by you and I was able to get the outputs from the model. Here is the following code: # BaseFeaturesExtractor class import gym import torch as th from torch import nn class BaseFeaturesExtractor (nn.Module): """ Base class that represents a features extractor. :param ...
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11.05.2020 · Wrapping Tensors into nn.Parameter is not doing anything if it is not set as an attribute of an nn.Module. So you should remove it here. If you want to learnable paramters, you should check intros to pytorch. Namely you need to define the parameters on the nn.Module so that you can get it to your optimizer.
Feb 04, 2019 · Could you print the shape out logps[0]?It should be [batch_size, nb_classes].. I also just realized, that you are assigning your Sequential classifier module to model.classifier.
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19.06.2021 · AttributeError: ‘tuple’ object has no attribute ‘to’ Both are Tensor type, there is not tuple type. I try to make image classification to use multiple folders