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[WIP] Add ResNets in TF #17536

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sayakpaul wants to merge 2 commits into from
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[WIP] Add ResNets in TF #17536

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e0d18f1
feat: initial implementation of resnet in TensorFlow.
sayakpaul Jun 3, 2022
cd26e14
fix: layer outputs in the pooler.
sayakpaul Jun 3, 2022
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2 changes: 2 additions & 0 deletions src/transformers/models/resnet/configuration_resnet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -71,6 +71,7 @@ class ResNetConfig(PretrainedConfig):
def __init__(
self,
num_channels=3,
image_size=224,
embedding_size=64,
hidden_sizes=[256, 512, 1024, 2048],
depths=[3, 4, 6, 3],
Expand All @@ -83,6 +84,7 @@ def __init__(
if layer_type not in self.layer_types:
raise ValueError(f"layer_type={layer_type} is not one of {','.join(self.layer_types)}")
self.num_channels = num_channels
self.image_size = image_size # For instantiating dummy inputs for the TF model.
self.embedding_size = embedding_size
self.hidden_sizes = hidden_sizes
self.depths = depths
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