kernels/cuda: paged-attention kernel, dispatch, pinned host memory
CUDA layer for the paged-KV + swap work: - csrc: new paged_attention.cu plus updates across attention/gemm/norm/ activation/embedding/reduce kernels and common.cuh. - xserv-kernels: new dispatch module and kernel-binding updates. - xserv-cuda: cudaMallocHost/FreeHost bindings + PinnedBuffer (host swap pool backing) and offset-aware D2H/H2D copies used to move KV blocks between the GPU pool and pinned host memory. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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@@ -1,4 +1,5 @@
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#include <cuda_bf16.h>
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#include "../common.cuh"
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// Naive GEMM: each thread computes one element of C.
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// C[i][j] = sum_k A[i][k] * B[k][j]
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@@ -46,6 +47,7 @@ void launch_gemm_naive_bf16(
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gemm_naive_bf16<<<grid, block, 0, (cudaStream_t)stream>>>(
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(const __nv_bfloat16*)A, (const __nv_bfloat16*)B, (__nv_bfloat16*)C, M, N, K
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);
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CUDA_CHECK_LAST_ERROR();
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}
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void launch_gemm_naive_f32(
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@@ -57,6 +59,7 @@ void launch_gemm_naive_f32(
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gemm_naive_f32<<<grid, block, 0, (cudaStream_t)stream>>>(
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(const float*)A, (const float*)B, (float*)C, M, N, K
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);
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CUDA_CHECK_LAST_ERROR();
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}
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} // extern "C"
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