Google Colab代码语法错误排查:f-string中DATASET_PATH=报错求助
问题分析与解决办法
错误根源
你代码中使用的{DATASET_PATH=}是Python 3.8及以上版本才支持的表达式格式化f-string语法,如果当前Colab环境的Python版本低于3.8,就会触发这个语法错误。
修正方案
直接修改断言语句中的f-string写法,把{DATASET_PATH=}替换为DATASET_PATH={DATASET_PATH},修改后的代码片段如下:
# Load dataset and create data loader imagenet_path = os.path.join(DATASET_PATH, "Train/") assert os.path.isdir(imagenet_path), f"Could not find the ImageNet dataset at expected path \"{imagenet_path}\". " + \ f"Please make sure to have downloaded the ImageNet dataset here, or change the DATASET_PATH={DATASET_PATH} variable." dataset = torchvision.datasets.ImageFolder(root=imagenet_path, transform=plain_transforms) data_loader = data.DataLoader(dataset, batch_size=32, shuffle=False, drop_last=False, num_workers=8)
也可以将两行f-string合并为一行,让代码更简洁:
assert os.path.isdir(imagenet_path), f"Could not find the ImageNet dataset at expected path \"{imagenet_path}\". Please make sure to have downloaded the ImageNet dataset here, or change the DATASET_PATH={DATASET_PATH} variable."
额外验证(可选)
如果你想确认Colab的Python版本,可运行以下代码:
!python --version
如果版本低于3.8,也可以通过Runtime -> Change runtime type菜单切换到Python 3.8及以上的运行时环境,但修改语法是更通用的兼容方案。
内容的提问来源于stack exchange,提问作者Patrick Fenton
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