Update pytorch-compatibility.rst

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Melantha-S
2025-11-19 15:54:04 -07:00
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@@ -421,6 +421,17 @@ Key features and enhancements for PyTorch 2.9 with ROCm 7.1.1
- Added stream graph capture status validation in memory copy synchronization functions
Key features and enhancements for PyTorch 2.8 with ROCm 7.1
================================================================================
- MIOpen deep learning optimizations: Further optimized NHWC BatchNorm feature.
- Added float8 support for the DeepSpeed extension, allowing for decreased
memory footprint and increased throughput in training and inference workloads.
- ``torch.nn.functional.scaled_dot_product_attention`` now calling optimized
flash attention kernel automatically.
Key features and enhancements for PyTorch 2.7/2.8 with ROCm 7.0
================================================================================