Adds performance overview image to docs

algo-home · algo-home · commit b6d2ea7436c2 · 2025-10-03T15:02:14.000+08:00
Embeds a visual summary of expected speedups versus standard SDPA under mask and bias to make performance claims clearer for readers in both languages.
Includes the new image asset used by the docs.
diff --git a/README.md b/README.md
@@ -33,6 +33,8 @@ Flash-DMA is a high-performance attention implementation that integrates Flash A
 
 We present the expected speedup of Flash-DMA over standard PyTorch SDPA under mask and bias conditions.
 
+![Flash-DMA Performance Overview](assets/performance_overview.png)
+
 ---
 
 ### Forward Pass Performance
diff --git a/README_zh.md b/README_zh.md
@@ -33,6 +33,8 @@ Flash-DMA 是一个高性能的注意力实现，将 Flash Attention 的内存
 
 我们展示了带有mask与bias条件下 Flash-DMA 相对于标准 PyTorch SDPA 的预期加速效果。
 
+![Flash-DMA Performance Overview](assets/performance_overview.png)
+
 ---
 
 ### 前向传播性能
diff --git a/assets/performance_overview.png b/assets/performance_overview.png
