CUDA: skip masked KV slices for all FA kernels (#14924)
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@@ -13,6 +13,7 @@ static __global__ void flash_attn_tile_ext_f16(
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const char * __restrict__ K,
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const char * __restrict__ V,
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const char * __restrict__ mask,
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const int * __restrict__ KV_max,
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float * __restrict__ dst,
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float2 * __restrict__ dst_meta,
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const float scale,
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@@ -90,7 +91,8 @@ static __global__ void flash_attn_tile_ext_f16(
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__syncthreads();
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for (int k_VKQ_0 = blockIdx.y*FATTN_KQ_STRIDE_TILE_F16; k_VKQ_0 < ne11; k_VKQ_0 += gridDim.y*FATTN_KQ_STRIDE_TILE_F16) {
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const int k_VKQ_max = KV_max ? KV_max[sequence*gridDim.x + blockIdx.x] : ne11;
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for (int k_VKQ_0 = blockIdx.y*FATTN_KQ_STRIDE_TILE_F16; k_VKQ_0 < k_VKQ_max; k_VKQ_0 += gridDim.y*FATTN_KQ_STRIDE_TILE_F16) {
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// Calculate KQ tile and keep track of new maximum KQ values:
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half kqmax_new[ncols/nwarps];
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