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fix cifar10 dataloader and model loading, test=develop #825

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Merged
minghaoBD merged 5 commits into from
Jun 29, 2021
Merged

fix cifar10 dataloader and model loading, test=develop #825

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69bda5f
fix cifar10 dataloader and model loading, test=develop
minghaoBD Jun 29, 2021
2ede412
update readme
minghaoBD Jun 29, 2021
b00792f
update readme
minghaoBD Jun 29, 2021
8cb718c
Merge branch 'develop' into dygraph_load
minghaoBD Jun 29, 2021
b45e8f8
Merge branch 'develop' into dygraph_load
minghaoBD Jun 29, 2021
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4 changes: 3 additions & 1 deletion demo/dygraph/unstructured_pruning/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -89,9 +89,11 @@ python3.7 train.py --data imagenet --lr 0.05 --pruning_mode threshold --threshol

## 推理：
```bash
python3.7 evalualte.py --pruned_model models/ --data imagenet
python3.7 evaluate.py --pruned_model models/model-pruned.pdparams --data imagenet
```

**注意**，上述`pruned_model` 参数应该指向pdparams文件。

剪裁训练代码示例：
```python
model = mobilenet_v1(num_classes=class_dim, pretrained=True)
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2 changes: 0 additions & 2 deletions demo/dygraph/unstructured_pruning/evaluate.py
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Expand Up @@ -67,8 +67,6 @@ def test(epoch):
start_time = time.time()
x_data = data[0]
y_data = paddle.to_tensor(data[1])
if args.data == 'cifar10':
y_data = paddle.unsqueeze(y_data, 1)

logits = model(x_data)
loss = F.cross_entropy(logits, y_data)
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4 changes: 0 additions & 4 deletions demo/dygraph/unstructured_pruning/train.py
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Expand Up @@ -145,8 +145,6 @@ def test(epoch):
start_time = time.time()
x_data = data[0]
y_data = paddle.to_tensor(data[1])
if args.data == 'cifar10':
y_data = paddle.unsqueeze(y_data, 1)

logits = model(x_data)
loss = F.cross_entropy(logits, y_data)
Expand Down Expand Up @@ -180,8 +178,6 @@ def train(epoch):
train_reader_cost += time.time() - reader_start
x_data = data[0]
y_data = paddle.to_tensor(data[1])
if args.data == 'cifar10':
y_data = paddle.unsqueeze(y_data, 1)

train_start = time.time()
logits = model(x_data)
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