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fixed prev module error for resnet18 #31

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fixed prev module error for resnet18 #31

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bea8e36
fixed bugs
sydarb Aug 14, 2022
c37ba68
Merge branch 'transmuteAI:dev' into debug
sydarb Mar 14, 2023
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11 changes: 7 additions & 4 deletions trailmet/models/resnet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -179,16 +179,19 @@ def __init__(self, block, layers, width=1, num_classes=1000, produce_vectors=Fal
for b in l.children():
downs = next(b.downsample.children()) if b.downsample is not None else None

assert block is Bottleneck
prev = self.bn1
for l_block in [self.layer1, self.layer2, self.layer3, self.layer4]:
l_blocks = [self.layer1, self.layer2, self.layer3]
if block is Bottleneck:
l_blocks.append(self.layer4)
for l_block in l_blocks:
for b in l_block:
self.prev_module[b.bn1] = prev
self.prev_module[b.bn2] = b.bn1
self.prev_module[b.bn3] = b.bn2
if block is Bottleneck:
self.prev_module[b.bn3] = b.bn2
if b.downsample is not None:
self.prev_module[b.downsample[1]] = prev
prev = b.bn3
prev = b.bn3 if block is Bottleneck else b.bn2

def _make_layer(self, block, planes, blocks, stride=1):
downsample = None
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