Add minor cosmetic changes
This commit is contained in:
		| @@ -1,4 +1,4 @@ | ||||
| """ProtoTorch abstract datasets | ||||
| """ProtoTorch abstract dataset classes. | ||||
|  | ||||
| Based on `torchvision.VisionDataset` and `torchvision.MNIST` | ||||
|  | ||||
| @@ -13,7 +13,7 @@ import torch | ||||
|  | ||||
|  | ||||
| class Dataset(torch.utils.data.Dataset): | ||||
|     """Abstract dataset class to be inherited""" | ||||
|     """Abstract dataset class to be inherited.""" | ||||
|     _repr_indent = 2 | ||||
|  | ||||
|     def __init__(self, root): | ||||
| @@ -29,7 +29,7 @@ class Dataset(torch.utils.data.Dataset): | ||||
|  | ||||
|  | ||||
| class ProtoDataset(Dataset): | ||||
|     """Abstract dataset class to be inherited""" | ||||
|     """Abstract dataset class to be inherited.""" | ||||
|     training_file = 'training.pt' | ||||
|     test_file = 'test.pt' | ||||
|  | ||||
|   | ||||
| @@ -16,7 +16,7 @@ def register_activation(function): | ||||
|  | ||||
| @register_activation | ||||
| # @torch.jit.script | ||||
| def identity(x, beta=torch.tensor([0])): | ||||
| def identity(x, beta=torch.tensor(0)): | ||||
|     """Identity activation function. | ||||
|  | ||||
|     Definition: | ||||
| @@ -27,7 +27,7 @@ def identity(x, beta=torch.tensor([0])): | ||||
|  | ||||
| @register_activation | ||||
| # @torch.jit.script | ||||
| def sigmoid_beta(x, beta=torch.tensor([10])): | ||||
| def sigmoid_beta(x, beta=torch.tensor(10)): | ||||
|     r"""Sigmoid activation function with scaling. | ||||
|  | ||||
|     Definition: | ||||
| @@ -42,7 +42,7 @@ def sigmoid_beta(x, beta=torch.tensor([10])): | ||||
|  | ||||
| @register_activation | ||||
| # @torch.jit.script | ||||
| def swish_beta(x, beta=torch.tensor([10])): | ||||
| def swish_beta(x, beta=torch.tensor(10)): | ||||
|     r"""Swish activation function with scaling. | ||||
|  | ||||
|     Definition: | ||||
|   | ||||
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