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vulkan: fix coopmat2 flash attention for non-contiguous inputs (#11281)

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Add code similar to mul_mm_cm2 to force alignment of strides, to avoid
a performance regression.

Add noncontiguous FA tests in test-backend-ops.

Fixes #11268.
This commit is contained in:
Jeff Bolz
2025-01-18 02:26:50 -06:00
committed by GitHub
parent 3edfa7d375
commit 44e18ef939
3 changed files with 82 additions and 12 deletions
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20
ggml/src/ggml-vulkan/vulkan-shaders/flash_attn_cm2.comp
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@@ -42,10 +42,13 @@ layout (push_constant) uniform parameter {
uint32_t nev3;
uint32_t nem1;
uint32_t nb01;
uint32_t nb02;
uint32_t nb03;
uint32_t nb11;
uint32_t nb12;
uint32_t nb13;
uint32_t nb21;
uint32_t nb22;
uint32_t nb23;
uint32_t nb31;
@@ -146,6 +149,23 @@ void main() {
tensorLayoutK = setTensorLayoutDimensionNV(tensorLayoutK, KV, D);
tensorLayoutV = setTensorLayoutDimensionNV(tensorLayoutV, KV, D);
// nb?1 are already divided by the type size and are in units of elements
uint32_t q_stride = p.nb01;
uint32_t k_stride = p.nb11;
uint32_t v_stride = p.nb21;
// hint to the compiler that strides are aligned for the aligned variant of the shader
if (Clamp != gl_CooperativeMatrixClampModeConstantNV)
{
q_stride &= ~7;
#if !defined(BLOCK_SIZE)
k_stride &= ~7;
v_stride &= ~7;
#endif
}
tensorLayoutQ = setTensorLayoutStrideNV(tensorLayoutQ, q_stride, 1);
tensorLayoutK = setTensorLayoutStrideNV(tensorLayoutK, k_stride, 1);
tensorLayoutV = setTensorLayoutStrideNV(tensorLayoutV, v_stride, 1);
coopmat<Q_TYPE, gl_ScopeWorkgroup, Br, D, gl_MatrixUseA> Q;
coopmat<float16_t, gl_ScopeWorkgroup, Br, D, gl_MatrixUseA> Qf16;