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Copy file name to clipboardExpand all lines: RULES.md
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| GCI99 | Data: Avoid CSV Format | The Parquet format is faster to write to, lighter in weight and faster to read data from. It is suitable for use cases where there would be a lot of data I/O, especially with Cloud storage. || 🚀 | 🚀 | 🚀 | 🚀 | 🚀 | 🚀 | 🚀 |
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| GCI100 | Wrap PyTorch Inference in `torch.no_grad()`| Using a PyTorch model in evaluation mode without wrapping inference in `torch.no_grad()` leads to unnecessary gradient tracking || 🚫 | 🚫 | 🚫 | 🚀 | 🚫 | 🚫 | 🚫 |
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| GCI101 | AI: Avoid Bias in Conv Layers Before Batch Norm | Disable bias in convolutional layers when it's followed by a batch norm layer || 🚫 | 🚫 | 🚫 | 🚀 | 🚫 | 🚫 | 🚫 |
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| GCI102 | Use pinned memory on DataLoader when using GPU | This rule applies to PyTorch data loading, where the use of pinned memory can significantly optimize data transfer between CPU and GPU. || 🚫 | 🚫 | 🚫 | ✅|🚫| 🚫 | 🚫 |
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| GCI102 | Use pinned memory on DataLoader when using GPU | This rule applies to PyTorch data loading, where the use of pinned memory can significantly optimize data transfer between CPU and GPU. || 🚫 | 🚫 | 🚫|🚀| 🚫 | 🚫 | 🚫|
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| GCI203 | Detect unoptimized file formats | When it is possible, to use svg format image over other image format || 🚧 | 🚀 | 🚀 | ✅ | 🚀 | 🚀 | 🚫 |
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| GCI404 | Avoid list comprehension in iterations | Use generator comprehension instead of list comprehension in for loop declaration || 🚫 | 🚫 | 🚫 | ✅ | 🚫 | 🚫 | 🚫 |
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| GCI522 | Sobriety: Brightness Override | To avoid draining the battery, iOS and Android devices adapt the brightness of the screen depending on the environment light. || 🚫 | 🚫 | ✅ | 🚫 | 🚫 | 🚫 | 🚫 |
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