[Feature] add model script of cait #547
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geniuspatrick
requested changes
Mar 21, 2023
| 'first_conv': '', 'classifier': '', | ||
| **kwargs | ||
| } | ||
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mindcv/models/cait.py
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| class Class_Attention(nn.Cell): |
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这个类名在原作者的实现中就是大写加下划线吗？
mindcv/models/cait.py
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| return x_cls | ||
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| class LayerScale_Block_CA(nn.Cell): |
mindcv/models/cait.py
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| attn = self.q_matmul_k(q, k) | ||
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| "talking head trick" |
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It is a trick used in cait. I have deleted this comment line.
mindcv/models/cait.py
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| self.gamma_2 = Parameter(init_values * ops.ones((dim), ms.float32), requires_grad=True) | ||
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| def construct(self, x: Tensor) -> Tensor: | ||
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mindcv/models/cait.py
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| self._init_weights() | ||
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| def _init_weights(self) -> None: |
mindcv/models/cait.py
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| @register_model | ||
| def cait_XXS24_224(pretrained: bool = False, num_classes: int = 1000, in_channels=3, **kwargs) -> CaiT: |
geniuspatrick
approved these changes
Mar 24, 2023
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Thank you for your contribution to the MindCV repo.
Before submitting this PR, please make sure:
Motivation
The model script of cait is added.
Test Plan
Please use 'create_model' part for testing models in cait.
Related Issues and PRs
Related issue: #424