Avoid PDL race conditions by disabling __restrict__ when PDL is used (#24030)
* Removes __restrict__ from PDL kernel headers due to incompatibility with PDL. Adds preprocessor directives based on arch in kernel body to add __restrict__ to retain performance on older architectures. * Simplifies new __restrict__ usage via macro * Add hopper to PDL __restrict__ fix. Co-authored-by: Oliver Simons <osimons@nvidia.com> --------- Co-authored-by: Oliver Simons <osimons@nvidia.com>
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Oliver Simons
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@@ -476,12 +476,16 @@ static constexpr __host__ __device__ int calc_rows_per_block(int ncols_dst, int
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template <ggml_type type, int ncols_dst, bool has_fusion, bool small_k = false>
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__launch_bounds__(calc_nwarps(type, ncols_dst, get_device_table_id())*ggml_cuda_get_physical_warp_size(), 1)
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static __global__ void mul_mat_vec_q(
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const void * __restrict__ vx, const void * __restrict__ vy, const int32_t * __restrict__ ids, const ggml_cuda_mm_fusion_args_device fusion, float * __restrict__ dst,
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const void * vx_ptr, const void * vy_ptr, const int32_t * ids_ptr, const ggml_cuda_mm_fusion_args_device fusion, float * dst_ptr,
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const uint32_t ncols_x, const uint3 nchannels_y, const uint32_t stride_row_x, const uint32_t stride_col_y,
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const uint32_t stride_col_dst, const uint3 channel_ratio, const uint32_t stride_channel_x,
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const uint32_t stride_channel_y, const uint32_t stride_channel_dst, const uint3 sample_ratio,
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const uint32_t stride_sample_x, const uint32_t stride_sample_y, const uint32_t stride_sample_dst,
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const uint32_t ids_stride) {
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const void * GGML_CUDA_RESTRICT vx = vx_ptr;
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const void * GGML_CUDA_RESTRICT vy = vy_ptr;
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const int32_t * GGML_CUDA_RESTRICT ids = ids_ptr;
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float * GGML_CUDA_RESTRICT dst = dst_ptr;
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constexpr int qk = ggml_cuda_type_traits<type>::qk;
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constexpr int qi = ggml_cuda_type_traits<type>::qi;
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