From: Aman Gupta Date: Sat, 8 Nov 2025 08:58:05 +0000 (+0800) Subject: CUDA: skip fusion for repeating adds in bias (llama/17080) X-Git-Tag: upstream/1.8.3~348 X-Git-Url: https://git.djapps.eu/?a=commitdiff_plain;h=522b9bce33d6b20e239ef04cfe85a3bf7fbdb7d4;p=pkg%2Fggml%2Fsources%2Fwhisper.cpp CUDA: skip fusion for repeating adds in bias (llama/17080) --- diff --git a/ggml/src/ggml-cuda/CMakeLists.txt b/ggml/src/ggml-cuda/CMakeLists.txt index 30247751..67af1d8c 100644 --- a/ggml/src/ggml-cuda/CMakeLists.txt +++ b/ggml/src/ggml-cuda/CMakeLists.txt @@ -124,6 +124,7 @@ if (CUDAToolkit_FOUND) if (GGML_CUDA_DEBUG) list(APPEND CUDA_FLAGS -lineinfo) + add_compile_definitions(GGML_CUDA_DEBUG) endif() if (CUDAToolkit_VERSION VERSION_GREATER_EQUAL "12.8") diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 049aece1..2d4314fb 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -3152,8 +3152,6 @@ static void evaluate_and_capture_cuda_graph(ggml_backend_cuda_context * cuda_ctx for (int i = 0; i < cgraph->n_nodes; i++) { ggml_tensor * node = cgraph->nodes[i]; - - #ifdef GGML_CUDA_DEBUG const int nodes_fused = i - prev_i - 1; prev_i = i; @@ -3302,6 +3300,13 @@ static void evaluate_and_capture_cuda_graph(ggml_backend_cuda_context * cuda_ctx continue; } + // we don't support repeating adds + if (bias_op == GGML_OP_ADD && + (!ggml_are_same_shape(gate_bias_n->src[0], gate_bias_n->src[1]) || + !ggml_are_same_shape(up_bias_n->src[0], up_bias_n->src[1]))) { + continue; + } + const ggml_tensor * src0 = up_n->src[0]; const ggml_tensor * src1 = up_n->src[1]; const ggml_tensor * ids = up_n->src[2]; @@ -3411,6 +3416,10 @@ static void evaluate_and_capture_cuda_graph(ggml_backend_cuda_context * cuda_ctx continue; } + if (bias_op == GGML_OP_ADD && !ggml_are_same_shape(bias_node->src[0], bias_node->src[1])) { + continue; + } + ggml_cuda_mm_fusion_args_host fusion_data{}; fusion_data.x_bias = bias_tensor;