CUDA/HIP: Fix fattn-vec-* when device warp size is not 32 (#12315)
When fattn-wmma was ported over to warp64 various bits that also touch fattn-vec where converted to selectable warp size, however the fattn-vec kernels dont work with 64 wide warps for now, so we need to avoid launching them with parameters for warp64
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@@ -469,6 +469,7 @@ void ggml_cuda_flash_attn_ext_wmma_f16_case(ggml_backend_cuda_context & ctx, ggm
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constexpr int frag_m = cols_per_block == 8 && D % 32 == 0 ? 32 : 16;
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const int blocks_num_pb1 = ((Q->ne[1] + cols_per_block - 1) / cols_per_block)*Q->ne[2]*Q->ne[3];
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const int nsm = ggml_cuda_info().devices[ggml_cuda_get_device()].nsm;
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const int warp_size = ggml_cuda_info().devices[ggml_cuda_get_device()].warp_size;
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float logit_softcap;
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memcpy(&logit_softcap, (const float *) KQV->op_params + 2, sizeof(float));
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@@ -485,7 +486,7 @@ void ggml_cuda_flash_attn_ext_wmma_f16_case(ggml_backend_cuda_context & ctx, ggm
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fattn_kernel = flash_attn_ext_f16<
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D, cols_per_block, nwarps, get_VKQ_stride(D, nwarps, frag_m), parallel_blocks, KQ_acc_t, use_logit_softcap>;
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}
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launch_fattn<D, cols_per_block, 1, parallel_blocks, -1>(ctx, dst, fattn_kernel, nwarps, 0, true, true);
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launch_fattn<D, cols_per_block, 1, parallel_blocks, -1>(ctx, dst, fattn_kernel, nwarps, 0, true, true, warp_size);
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return;
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}
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if (2*blocks_num_pb1 < 2*nsm) {
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@@ -500,7 +501,7 @@ void ggml_cuda_flash_attn_ext_wmma_f16_case(ggml_backend_cuda_context & ctx, ggm
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fattn_kernel = flash_attn_ext_f16<
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D, cols_per_block, nwarps, get_VKQ_stride(D, nwarps, frag_m), parallel_blocks, KQ_acc_t, use_logit_softcap>;
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}
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launch_fattn<D, cols_per_block, 1, parallel_blocks, -1>(ctx, dst, fattn_kernel, nwarps, 0, true, true);
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launch_fattn<D, cols_per_block, 1, parallel_blocks, -1>(ctx, dst, fattn_kernel, nwarps, 0, true, true, warp_size);
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return;
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}
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constexpr int parallel_blocks = 1;
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@@ -514,7 +515,7 @@ void ggml_cuda_flash_attn_ext_wmma_f16_case(ggml_backend_cuda_context & ctx, ggm
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fattn_kernel = flash_attn_ext_f16<
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D, cols_per_block, nwarps, get_VKQ_stride(D, nwarps, frag_m), parallel_blocks, KQ_acc_t, use_logit_softcap>;
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}
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launch_fattn<D, cols_per_block, 1, parallel_blocks, -1>(ctx, dst, fattn_kernel, nwarps, 0, true, true);
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launch_fattn<D, cols_per_block, 1, parallel_blocks, -1>(ctx, dst, fattn_kernel, nwarps, 0, true, true, warp_size);
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}
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void ggml_cuda_flash_attn_ext_wmma_f16(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
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