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https://github.com/PaddlePaddle/FastDeploy.git
synced 2026-04-22 16:07:51 +08:00
[BugFix] Fix Async D2H copy bug & flash mash atten cache V out of bound bug (#7221)
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@@ -296,7 +296,7 @@ void GetBlockShapeAndSplitKVBlock(
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if (!phi::backends::gpu::IsCUDAGraphCapturing())
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#endif
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max_len_tensor_cpu.copy_(
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max_len_tensor_gpu, max_len_tensor_cpu.place(), false);
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max_len_tensor_gpu, max_len_tensor_cpu.place(), true);
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auto max_len_cpu_ptr = max_len_tensor_cpu.data<int>();
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int max_len_this_time = max_len_cpu_ptr[0];
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@@ -378,7 +378,7 @@ void GetBlockShapeAndSplitKVBlock(
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if (!phi::backends::gpu::IsCUDAGraphCapturing())
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#endif
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decoder_num_blocks_cpu.copy_(
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decoder_num_blocks_device, decoder_num_blocks_cpu.place(), false);
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decoder_num_blocks_device, decoder_num_blocks_cpu.place(), true);
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}
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}
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// mla_backend not need run the following code.
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@@ -409,7 +409,7 @@ void GetBlockShapeAndSplitKVBlock(
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block_size);
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kv_num_blocks_x_cpu.copy_(
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kv_num_blocks_x, kv_num_blocks_x_cpu.place(), false);
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kv_num_blocks_x, kv_num_blocks_x_cpu.place(), true);
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// Clear buffer
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const uint32_t encoder_max_tile_size_per_bs_q =
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div_up((max_enc_dec_len_this_time * group_size), encoder_block_shape_q);
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@@ -433,7 +433,7 @@ void GetBlockShapeAndSplitKVBlock(
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encoder_block_shape_q,
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group_size);
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encoder_num_blocks_x_cpu.copy_(
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encoder_num_blocks_x, encoder_num_blocks_x_cpu.place(), false);
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encoder_num_blocks_x, encoder_num_blocks_x_cpu.place(), true);
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}
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}
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@@ -87,9 +87,9 @@ std::vector<paddle::Tensor> PreCacheLenConcat(
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bsz,
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block_size);
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paddle::Tensor pre_cache_num_blocks_cpu =
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pre_cache_num_blocks.copy_to(paddle::CPUPlace(), false);
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pre_cache_num_blocks.copy_to(paddle::CPUPlace(), true);
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paddle::Tensor kv_token_num_cpu =
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kv_token_num.copy_to(paddle::CPUPlace(), false);
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kv_token_num.copy_to(paddle::CPUPlace(), true);
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return {
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cu_seqlens_k,
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@@ -490,6 +490,23 @@ struct CollectiveMainloopAttn {
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softmax.rescale_o(tOrO, scores_scale);
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consumer_wait(pipeline_v, smem_pipe_read_v);
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if (seq_len_k - n_block * kBlockN < kBlockN) {
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int valid_k = seq_len_k - n_block * kBlockN;
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auto sVt_this = sVt(_, _, smem_pipe_read_v.index());
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constexpr int kHdLo = decltype(get<0, 0>(shape(sVt_this)))::value;
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constexpr int kHdHi = decltype(get<0, 1>(shape(sVt_this)))::value;
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if (thread_idx >= valid_k && thread_idx < kBlockN) {
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#pragma unroll
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for (int hd_hi = 0; hd_hi < kHdHi; ++hd_hi) {
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#pragma unroll
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for (int hd_lo = 0; hd_lo < kHdLo; ++hd_lo) {
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sVt_this(make_coord(make_coord(hd_lo, hd_hi), thread_idx)) =
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Element(0);
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}
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}
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}
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cutlass::arch::fence_view_async_shared();
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}
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gemm</*zero_init=*/false, /*wg_wait=*/-1>(
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tiled_mma1, tOrP, tOrV(_, _, _, smem_pipe_read_v.index()), tOrO);
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warp_scheduler_barrier_arrive();
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