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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@@ -1,5 +1,6 @@
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#include <cuda_bf16.h>
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#include <cuda_runtime.h>
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#include "../common.cuh"
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// Custom GEMV kernel for M=1 decode step (BF16):
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// y[n] = sum_k x[k] * W[k * N + n]
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@@ -88,6 +89,7 @@ void launch_gemv_bf16(
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(float*)y_fp32_buf,
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K, N
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);
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CUDA_CHECK_LAST_ERROR();
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// Convert FP32 -> BF16
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int conv_block = 256;
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@@ -97,6 +99,7 @@ void launch_gemv_bf16(
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(__nv_bfloat16*)y_bf16,
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N
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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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