From 0802d4cfb3e5e5b7340fdd4d41770f2f16379b4e Mon Sep 17 00:00:00 2001 From: Perry Naseck <4472083+DaAwesomeP@users.noreply.github.com> Date: Fri, 16 Jan 2026 06:38:25 -0500 Subject: [PATCH 01/14] ggml-blas: hide warnings from included BLAS headers (#18818) * fix compile def openblas, blis for compat libs, nvpl compile def, warn if no blas vendor set * ggml-blas: hide warnings from included BLAS headers --- ggml/src/ggml-blas/CMakeLists.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml-blas/CMakeLists.txt b/ggml/src/ggml-blas/CMakeLists.txt index fb0936f47..c27dc174c 100644 --- a/ggml/src/ggml-blas/CMakeLists.txt +++ b/ggml/src/ggml-blas/CMakeLists.txt @@ -93,7 +93,7 @@ if (BLAS_FOUND) endif() target_link_libraries (ggml-blas PRIVATE ${BLAS_LIBRARIES}) - target_include_directories(ggml-blas PRIVATE ${BLAS_INCLUDE_DIRS}) + target_include_directories(ggml-blas SYSTEM PRIVATE ${BLAS_INCLUDE_DIRS}) else() message(FATAL_ERROR "BLAS not found, please refer to " "https://cmake.org/cmake/help/latest/module/FindBLAS.html#blas-lapack-vendors" From 6ba6a3c76f1981017bff8a8c0b8857e88db1cdb9 Mon Sep 17 00:00:00 2001 From: hipudding Date: Fri, 16 Jan 2026 20:32:17 +0800 Subject: [PATCH 02/14] docs : update ops.md for CANN backend (#18654) --- docs/ops.md | 19 +- docs/ops/CANN.csv | 19982 ++++++++++++++++++++++++++++++++++---------- 2 files changed, 15361 insertions(+), 4640 deletions(-) diff --git a/docs/ops.md b/docs/ops.md index fa3fb4fab..8612f8727 100644 --- a/docs/ops.md +++ b/docs/ops.md @@ -34,7 +34,7 @@ Legend: | COS | ❌ | βœ… | βœ… | βœ… | 🟑 | ❌ | βœ… | 🟑 | ❌ | ❌ | ❌ | | COUNT_EQUAL | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | CPY | ❌ | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | ❌ | ❌ | -| CROSS_ENTROPY_LOSS | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | +| CROSS_ENTROPY_LOSS | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | CROSS_ENTROPY_LOSS_BACK | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | CUMSUM | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | | DIAG | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | @@ -47,7 +47,7 @@ Legend: | FILL | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | | FLASH_ATTN_EXT | ❌ | 🟑 | βœ… | 🟑 | 🟑 | 🟑 | ❌ | 🟑 | ❌ | ❌ | ❌ | | FLOOR | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | ❌ | ❌ | ❌ | -| GATED_LINEAR_ATTN | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | ❌ | +| GATED_LINEAR_ATTN | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | ❌ | | GEGLU | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | | GEGLU_ERF | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | | GEGLU_QUICK | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | @@ -61,7 +61,7 @@ Legend: | HARDSWISH | ❌ | βœ… | βœ… | 🟑 | 🟑 | ❌ | βœ… | 🟑 | βœ… | ❌ | ❌ | | IM2COL | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | | IM2COL_3D | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | -| L2_NORM | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | +| L2_NORM | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | LEAKY_RELU | ❌ | βœ… | βœ… | βœ… | 🟑 | ❌ | βœ… | 🟑 | ❌ | ❌ | ❌ | | LOG | ❌ | βœ… | βœ… | βœ… | 🟑 | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | MEAN | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | @@ -72,8 +72,8 @@ Legend: | NORM | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | 🟑 | ❌ | ❌ | ❌ | | OPT_STEP_ADAMW | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | | OPT_STEP_SGD | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | -| OUT_PROD | 🟑 | ❌ | 🟑 | 🟑 | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | 🟑 | -| PAD | ❌ | βœ… | βœ… | 🟑 | 🟑 | 🟑 | 🟑 | βœ… | ❌ | ❌ | ❌ | +| OUT_PROD | 🟑 | 🟑 | 🟑 | 🟑 | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | 🟑 | +| PAD | ❌ | 🟑 | βœ… | 🟑 | 🟑 | 🟑 | 🟑 | βœ… | ❌ | ❌ | ❌ | | PAD_REFLECT_1D | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | ❌ | ❌ | ❌ | ❌ | | POOL_2D | ❌ | 🟑 | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | REGLU | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | @@ -82,16 +82,15 @@ Legend: | REPEAT_BACK | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | RMS_NORM | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | | RMS_NORM_BACK | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | -| RMS_NORM_MUL_ADD | ❌ | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | ROLL | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | -| ROPE | ❌ | 🟑 | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | +| ROPE | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | | ROPE_BACK | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | | ROUND | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | ❌ | ❌ | ❌ | | RWKV_WKV6 | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | RWKV_WKV7 | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | SCALE | ❌ | 🟑 | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | | SET | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | ❌ | -| SET_ROWS | ❌ | ❌ | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | ❌ | ❌ | +| SET_ROWS | ❌ | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | ❌ | ❌ | | SGN | ❌ | βœ… | βœ… | 🟑 | 🟑 | ❌ | βœ… | ❌ | βœ… | ❌ | ❌ | | SIGMOID | ❌ | βœ… | βœ… | 🟑 | 🟑 | 🟑 | βœ… | 🟑 | βœ… | ❌ | ❌ | | SILU | ❌ | βœ… | βœ… | 🟑 | 🟑 | 🟑 | βœ… | 🟑 | βœ… | ❌ | ❌ | @@ -103,11 +102,11 @@ Legend: | SOLVE_TRI | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | | SQR | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | ❌ | ❌ | ❌ | | SQRT | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | ❌ | ❌ | ❌ | -| SSM_CONV | ❌ | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | +| SSM_CONV | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | | SSM_SCAN | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | | STEP | ❌ | βœ… | βœ… | 🟑 | 🟑 | ❌ | βœ… | 🟑 | βœ… | ❌ | ❌ | | SUB | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | -| SUM | ❌ | βœ… | βœ… | 🟑 | 🟑 | ❌ | 🟑 | 🟑 | ❌ | ❌ | ❌ | +| SUM | ❌ | 🟑 | βœ… | 🟑 | 🟑 | ❌ | 🟑 | 🟑 | ❌ | ❌ | ❌ | | SUM_ROWS | ❌ | βœ… | βœ… | 🟑 | βœ… | 🟑 | 🟑 | βœ… | ❌ | ❌ | ❌ | | SWIGLU | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | | SWIGLU_OAI | ❌ | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | diff --git a/docs/ops/CANN.csv b/docs/ops/CANN.csv index 0ac107830..8434461a5 100644 --- a/docs/ops/CANN.csv +++ b/docs/ops/CANN.csv @@ -27,8 +27,20 @@ "CANN0","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" "CANN0","EXP","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" "CANN0","EXP","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","EXPM1","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","EXPM1","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","CANN" +"CANN0","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","CANN" "CANN0","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" "CANN0","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","CANN" +"CANN0","CEIL","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","CEIL","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","CANN" +"CANN0","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","CANN" +"CANN0","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","CANN" "CANN0","ABS","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" "CANN0","ABS","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" "CANN0","SGN","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" @@ -57,8 +69,20 @@ "CANN0","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" "CANN0","EXP","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" "CANN0","EXP","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","EXPM1","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","EXPM1","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CANN" +"CANN0","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CANN" "CANN0","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" "CANN0","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","FLOOR","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","FLOOR","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CANN" +"CANN0","CEIL","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","CEIL","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CANN" +"CANN0","ROUND","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","ROUND","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CANN" +"CANN0","TRUNC","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","TRUNC","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CANN" "CANN0","ABS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" "CANN0","ABS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" "CANN0","SGN","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" @@ -87,8 +111,20 @@ "CANN0","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" "CANN0","EXP","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" "CANN0","EXP","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","EXPM1","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","EXPM1","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","CANN" +"CANN0","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","CANN" "CANN0","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CANN" "CANN0","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CANN" +"CANN0","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","CANN" +"CANN0","CEIL","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","CEIL","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","CANN" +"CANN0","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","CANN" +"CANN0","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","CANN" +"CANN0","TRUNC","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","CANN" "CANN0","ABS","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" "CANN0","ABS","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" "CANN0","SGN","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" @@ -117,8 +153,20 @@ "CANN0","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" "CANN0","EXP","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" "CANN0","EXP","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","EXPM1","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","EXPM1","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","CANN" +"CANN0","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","CANN" "CANN0","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CANN" "CANN0","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CANN" +"CANN0","FLOOR","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","FLOOR","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","CANN" +"CANN0","CEIL","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","CEIL","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","CANN" +"CANN0","ROUND","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","ROUND","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","CANN" +"CANN0","TRUNC","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","CANN" +"CANN0","TRUNC","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","CANN" "CANN0","REGLU","type=f16,ne_a=[128,2,2,2],v=0,swapped=0","support","1","yes","CANN" "CANN0","REGLU","type=f16,ne_a=[5,7,11,13],v=0,swapped=0","support","1","yes","CANN" "CANN0","REGLU","type=f16,ne_a=[128,2,2,2],v=0,swapped=1","support","1","yes","CANN" @@ -239,99 +287,117 @@ "CANN0","GEGLU_QUICK","type=f32,ne_a=[5,7,11,13],v=1,swapped=1","support","1","yes","CANN" "CANN0","GEGLU_QUICK","type=f32,ne_a=[128,2,2,2],v=1,split","support","1","yes","CANN" "CANN0","GEGLU_QUICK","type=f32,ne_a=[5,7,11,13],v=1,split","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f32,n=1,m=8,r=2,b=1,v=0","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f32,n=256,m=5,r=4,b=1,v=0","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f32,n=256,m=5,r=4,b=1,v=1","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f32,n=256,m=5,r=4,b=7,v=0","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f32,n=256,m=5,r=4,b=7,v=1","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f16,n=256,m=5,r=4,b=1,v=0","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f16,n=256,m=5,r=4,b=1,v=1","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f16,n=256,m=5,r=4,b=7,v=0","support","1","yes","CANN" -"CANN0","GET_ROWS","type=f16,n=256,m=5,r=4,b=7,v=1","support","1","yes","CANN" -"CANN0","GET_ROWS","type=bf16,n=256,m=5,r=4,b=1,v=0","support","0","no","CANN" -"CANN0","GET_ROWS","type=bf16,n=256,m=5,r=4,b=1,v=1","support","0","no","CANN" -"CANN0","GET_ROWS","type=bf16,n=256,m=5,r=4,b=7,v=0","support","0","no","CANN" -"CANN0","GET_ROWS","type=bf16,n=256,m=5,r=4,b=7,v=1","support","0","no","CANN" -"CANN0","GET_ROWS","type=q4_0,n=256,m=5,r=4,b=1,v=0","support","0","no","CANN" -"CANN0","GET_ROWS","type=q4_0,n=256,m=5,r=4,b=1,v=1","support","0","no","CANN" 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"CANN0","CONV_2D","ne_input=[141,1,1,2],ne_kernel=[1,1,1,1],type_kernel=f32,stride0=1,stride1=5,padding0=5,padding1=2,dilation0=2,dilation1=4,cwhn=0","support","0","no","CANN" @@ -2455,6 +4589,264 @@ "CANN0","CONV_2D_DW","ne_input=[17,34,9,1],ne_kernel=[3,3,1,9],stride=1,padding=0,dilation=1,cwhn=1","support","0","no","CANN" "CANN0","CONV_2D_DW","ne_input=[32,8,64,1],ne_kernel=[3,3,1,64],stride=2,padding=1,dilation=1,cwhn=0","support","0","no","CANN" "CANN0","CONV_2D_DW","ne_input=[32,8,64,1],ne_kernel=[3,3,1,64],stride=2,padding=1,dilation=1,cwhn=1","support","0","no","CANN" +"CANN0","CONV_3D","N=1,IC=1,ID=18,IH=22,IW=20,OC=1,KD=3,KH=3,KW=3,s0=1,s1=1,s2=1,p0=0,p1=0,p2=0,d0=1,d1=1,d2=1,type_kernel=f32","support","0","no","CANN" +"CANN0","CONV_3D","N=1,IC=1,ID=18,IH=22,IW=20,OC=1,KD=3,KH=1,KW=5,s0=2,s1=1,s2=1,p0=2,p1=0,p2=1,d0=1,d1=1,d2=2,type_kernel=f32","support","0","no","CANN" 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+"CANN0","CONV_3D","N=2,IC=3,ID=18,IH=22,IW=20,OC=4,KD=3,KH=1,KW=5,s0=2,s1=1,s2=1,p0=2,p1=0,p2=1,d0=1,d1=1,d2=2,type_kernel=f16","support","0","no","CANN" +"CANN0","CONV_3D","N=2,IC=3,ID=18,IH=22,IW=20,OC=4,KD=3,KH=3,KW=3,s0=2,s1=2,s2=2,p0=1,p1=1,p2=1,d0=2,d1=2,d2=2,type_kernel=f16","support","0","no","CANN" +"CANN0","CONV_3D","N=2,IC=3,ID=18,IH=22,IW=20,OC=4,KD=3,KH=1,KW=5,s0=2,s1=1,s2=1,p0=2,p1=0,p2=1,d0=1,d1=1,d2=2,type_kernel=f16","support","0","no","CANN" +"CANN0","CONV_3D","N=1,IC=4,ID=8,IH=8,IW=8,OC=8,KD=1,KH=1,KW=1,s0=1,s1=1,s2=1,p0=0,p1=0,p2=0,d0=1,d1=1,d2=1,type_kernel=f16","support","0","no","CANN" "CANN0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1,1,1,1],s0=1,p0=0,d0=1","support","1","yes","CANN" "CANN0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1,1,1,1],s0=2,p0=0,d0=1","support","1","yes","CANN" "CANN0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1,1,1,1],s0=3,p0=0,d0=1","support","1","yes","CANN" @@ -2573,9 +4965,11 @@ "CANN0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[3,1,1,1],s0=1,p0=0,d0=1","support","1","yes","CANN" "CANN0","CONV_TRANSPOSE_2D","ne_input=[3,2,3,1],ne_kernel=[2,2,1,3],stride=1","support","0","no","CANN" "CANN0","CONV_TRANSPOSE_2D","ne_input=[10,10,9,1],ne_kernel=[3,3,1,9],stride=2","support","0","no","CANN" +"CANN0","CONV_TRANSPOSE_2D","ne_input=[129,63,35,1],ne_kernel=[3,3,48,35],stride=1","support","0","no","CANN" "CANN0","COUNT_EQUAL","type=f32,ne=[4,500,1,1]","support","1","yes","CANN" "CANN0","COUNT_EQUAL","type=f32,ne=[4,5000,1,1]","support","1","yes","CANN" "CANN0","ARGMAX","type=f32,ne=[32,1,1,1]","support","1","yes","CANN" +"CANN0","ARGMAX","type=f32,ne=[32,513,1,1]","support","1","yes","CANN" "CANN0","ARGMAX","type=f32,ne=[100,10,1,1]","support","1","yes","CANN" "CANN0","ARGMAX","type=f32,ne=[1024,10,1,1]","support","1","yes","CANN" "CANN0","ARGMAX","type=f32,ne=[1024,12,1,1]","support","1","yes","CANN" @@ -2621,394 +5015,451 @@ "CANN0","SET","type_src=i32,type_dst=i32,ne=[6,5,4,3],dim=1","support","0","no","CANN" "CANN0","SET","type_src=i32,type_dst=i32,ne=[6,5,4,3],dim=2","support","0","no","CANN" "CANN0","SET","type_src=i32,type_dst=i32,ne=[6,5,4,3],dim=3","support","0","no","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[1,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","1","yes","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[1,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","1","yes","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[1,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[2,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","1","yes","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[2,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","1","yes","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[2,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[3,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","1","yes","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[3,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","1","yes","CANN" -"CANN0","CPY","type_src=f32,type_dst=f32,ne=[3,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=f16,type_dst=f16,ne=[1,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","1","yes","CANN" -"CANN0","CPY","type_src=f16,type_dst=f16,ne=[1,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","1","yes","CANN" -"CANN0","CPY","type_src=f16,type_dst=f16,ne=[1,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" 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-"CANN0","CPY","type_src=bf16,type_dst=bf16,ne=[1,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=bf16,type_dst=bf16,ne=[1,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=bf16,type_dst=bf16,ne=[2,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=bf16,type_dst=bf16,ne=[2,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=bf16,type_dst=bf16,ne=[2,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=bf16,type_dst=bf16,ne=[3,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=bf16,type_dst=bf16,ne=[3,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","CANN" 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-"CANN0","CPY","type_src=q4_1,type_dst=q4_1,ne=[64,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=q4_1,type_dst=q4_1,ne=[64,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=q4_1,type_dst=q4_1,ne=[96,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=q4_1,type_dst=q4_1,ne=[96,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=q4_1,type_dst=q4_1,ne=[96,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=q5_0,type_dst=q5_0,ne=[32,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=q5_0,type_dst=q5_0,ne=[32,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","CANN" 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-"CANN0","CPY","type_src=q5_1,type_dst=q5_1,ne=[32,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=q5_1,type_dst=q5_1,ne=[32,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=q5_1,type_dst=q5_1,ne=[32,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=q5_1,type_dst=q5_1,ne=[64,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=q5_1,type_dst=q5_1,ne=[64,2,3,4],permute_src=[0,2,1,3],permute_dst=[0,0,0,0]","support","0","no","CANN" -"CANN0","CPY","type_src=q5_1,type_dst=q5_1,ne=[64,2,3,4],permute_src=[0,3,1,2],permute_dst=[0,2,1,3]","support","0","no","CANN" -"CANN0","CPY","type_src=q5_1,type_dst=q5_1,ne=[96,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0]","support","0","no","CANN" 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+"CANN0","CONT","type=bf16,ne=[2,3,5,7],use_view_slice=0","support","0","no","CANN" +"CANN0","CONT","type=bf16,ne=[1,4,4,1],use_view_slice=0","support","0","no","CANN" +"CANN0","CONT","type=bf16,ne=[1,8,17,1],use_view_slice=0","support","0","no","CANN" +"CANN0","CONT","type=bf16,ne=[10,10,10,1],use_view_slice=0","support","0","no","CANN" "CANN0","ADD","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","SUB","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","MUL","type=f16,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" @@ -3061,6 +5512,10 @@ "CANN0","SUB","type=f16,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","CANN" "CANN0","MUL","type=f16,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","CANN" "CANN0","DIV","type=f16,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","CANN" +"CANN0","ADD","type=f16,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","SUB","type=f16,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","MUL","type=f16,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","DIV","type=f16,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","CANN" "CANN0","ADD","type=f16,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","SUB","type=f16,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","MUL","type=f16,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" @@ -3113,6 +5568,10 @@ "CANN0","SUB","type=f16,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","MUL","type=f16,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","DIV","type=f16,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","ADD","type=f16,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","SUB","type=f16,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","MUL","type=f16,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","DIV","type=f16,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","ADD","type=f32,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","SUB","type=f32,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","MUL","type=f32,ne=[1,1,8,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" @@ -3165,6 +5624,10 @@ "CANN0","SUB","type=f32,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","CANN" "CANN0","MUL","type=f32,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","CANN" "CANN0","DIV","type=f32,ne=[10,5,4,3],nr=[2,2,2,2],nf=1","support","1","yes","CANN" +"CANN0","ADD","type=f32,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","SUB","type=f32,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","MUL","type=f32,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","DIV","type=f32,ne=[1,1,65536,1],nr=[256,1,1,1],nf=1","support","1","yes","CANN" "CANN0","ADD","type=f32,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","SUB","type=f32,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","MUL","type=f32,ne=[1280,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" @@ -3217,70 +5680,93 @@ "CANN0","SUB","type=f32,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","MUL","type=f32,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","DIV","type=f32,ne=[640,1,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" -"CANN0","ADD","type=f32,ne=[10,5,4,3],nr=[2,1,1,1],nf=2","support","1","yes","CANN" -"CANN0","ADD","type=f32,ne=[16,5,4,3],nr=[1,2,1,1],nf=3","support","1","yes","CANN" -"CANN0","ADD","type=f32,ne=[10,5,4,3],nr=[1,1,2,1],nf=4","support","1","yes","CANN" -"CANN0","ADD","type=f32,ne=[16,5,4,3],nr=[1,1,1,2],nf=5","support","1","yes","CANN" -"CANN0","ADD","type=f32,ne=[10,5,4,3],nr=[1,1,2,2],nf=6","support","1","yes","CANN" -"CANN0","ADD","type=f32,ne=[10,5,4,3],nr=[1,2,2,2],nf=7","support","1","yes","CANN" -"CANN0","ADD","type=f32,ne=[16,5,4,3],nr=[2,2,2,2],nf=8","support","1","yes","CANN" +"CANN0","ADD","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","SUB","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","MUL","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" +"CANN0","DIV","type=f32,ne=[64,262144,1,1],nr=[1,1,1,1],nf=1","support","1","yes","CANN" "CANN0","ADD1","type=f32,ne=[10,5,4,3]","support","1","yes","CANN" -"CANN0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=0.000000","support","1","yes","CANN" -"CANN0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000","support","0","no","CANN" +"CANN0","ADD1","type=f32,ne=[1024,1024,1,1]","support","1","yes","CANN" +"CANN0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=0.000000,inplace=0","support","1","yes","CANN" +"CANN0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=0","support","0","no","CANN" +"CANN0","SCALE","type=f32,ne=[10,10,10,10],scale=2.000000,bias=1.000000,inplace=1","support","0","no","CANN" +"CANN0","SCALE","type=f32,ne=[100,10,10,10],scale=2.000000,bias=1.000000,inplace=0","support","0","no","CANN" "CANN0","SILU_BACK","type=f32,ne=[64,5,4,3],eps=0.000001","support","0","no","CANN" "CANN0","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000000","support","1","yes","CANN" -"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000000","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000000,inplace=0","support","1","yes","CANN" "CANN0","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000000","support","1","yes","CANN" -"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000000","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000000,inplace=0","support","1","yes","CANN" "CANN0","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000000","support","0","no","CANN" -"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","CANN" +"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","1","yes","CANN" +"CANN0","NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000000","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000000,inplace=0","support","1","yes","CANN" +"CANN0","NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000000","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000000,inplace=0","support","1","yes","CANN" +"CANN0","RMS_NORM_BACK","type=f32,ne=[1025,5,4,3],eps=0.000000","support","0","no","CANN" +"CANN0","L2_NORM","type=f32,ne=[1025,5,4,3]","support","1","yes","CANN" "CANN0","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001","support","1","yes","CANN" -"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001,inplace=0","support","1","yes","CANN" "CANN0","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000001","support","1","yes","CANN" -"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000001","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000001,inplace=0","support","1","yes","CANN" "CANN0","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000001","support","0","no","CANN" -"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","CANN" +"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","1","yes","CANN" +"CANN0","NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000001","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000001,inplace=0","support","1","yes","CANN" +"CANN0","NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000001","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000001,inplace=0","support","1","yes","CANN" +"CANN0","RMS_NORM_BACK","type=f32,ne=[1025,5,4,3],eps=0.000001","support","0","no","CANN" +"CANN0","L2_NORM","type=f32,ne=[1025,5,4,3]","support","1","yes","CANN" "CANN0","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000100","support","1","yes","CANN" -"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000100","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000100,inplace=0","support","1","yes","CANN" "CANN0","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000100","support","1","yes","CANN" -"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000100","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000100,inplace=0","support","1","yes","CANN" "CANN0","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000100","support","0","no","CANN" -"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","CANN" +"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","1","yes","CANN" +"CANN0","NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000100","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000100,inplace=0","support","1","yes","CANN" +"CANN0","NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000100","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000100,inplace=0","support","1","yes","CANN" +"CANN0","RMS_NORM_BACK","type=f32,ne=[1025,5,4,3],eps=0.000100","support","0","no","CANN" +"CANN0","L2_NORM","type=f32,ne=[1025,5,4,3]","support","1","yes","CANN" "CANN0","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.100000","support","1","yes","CANN" -"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.100000","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.100000,inplace=0","support","1","yes","CANN" "CANN0","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000","support","1","yes","CANN" -"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000,inplace=0","support","1","yes","CANN" "CANN0","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.100000","support","0","no","CANN" -"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=0","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000000,broadcast=1","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=0","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000001,broadcast=1","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=0","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.000100,broadcast=1","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=0","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=0.100000,broadcast=1","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=0","support","1","yes","CANN" -"CANN0","RMS_NORM_MUL_ADD","type=f32,ne=[64,5,4,3],eps=1.000000,broadcast=1","support","1","yes","CANN" -"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,1024,1,1],ne_b=[3,1024,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[8,1024,1,1],ne_b=[3,1024,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,1024,4,1],ne_b=[3,1024,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,1536,1,1],ne_b=[3,1536,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[8,1536,1,1],ne_b=[3,1536,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,1536,4,1],ne_b=[3,1536,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,2048,1,1],ne_b=[3,2048,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[8,2048,1,1],ne_b=[3,2048,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,2048,4,1],ne_b=[3,2048,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,1024,1,1],ne_b=[4,1024,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[8,1024,1,1],ne_b=[4,1024,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,1024,4,1],ne_b=[4,1024,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,1536,1,1],ne_b=[4,1536,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[8,1536,1,1],ne_b=[4,1536,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,1536,4,1],ne_b=[4,1536,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,2048,1,1],ne_b=[4,2048,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[8,2048,1,1],ne_b=[4,2048,1,1]","support","0","no","CANN" -"CANN0","SSM_CONV","type=f32,ne_a=[4,2048,4,1],ne_b=[4,2048,1,1]","support","0","no","CANN" +"CANN0","L2_NORM","type=f32,ne=[64,5,4,3]","support","1","yes","CANN" +"CANN0","NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.100000","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.100000,inplace=0","support","1","yes","CANN" +"CANN0","NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.100000","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.100000,inplace=0","support","1","yes","CANN" +"CANN0","RMS_NORM_BACK","type=f32,ne=[1025,5,4,3],eps=0.100000","support","0","no","CANN" +"CANN0","L2_NORM","type=f32,ne=[1025,5,4,3]","support","1","yes","CANN" +"CANN0","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001,inplace=1","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[3,1024,1,1],ne_b=[3,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[6,1024,1,1],ne_b=[3,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[3,1024,4,1],ne_b=[3,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[3,1536,1,1],ne_b=[3,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[6,1536,1,1],ne_b=[3,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[3,1536,4,1],ne_b=[3,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[3,2048,1,1],ne_b=[3,2048,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[6,2048,1,1],ne_b=[3,2048,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[3,2048,4,1],ne_b=[3,2048,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[4,1024,1,1],ne_b=[4,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[8,1024,1,1],ne_b=[4,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[4,1024,4,1],ne_b=[4,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[4,1536,1,1],ne_b=[4,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[8,1536,1,1],ne_b=[4,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[4,1536,4,1],ne_b=[4,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[4,2048,1,1],ne_b=[4,2048,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[8,2048,1,1],ne_b=[4,2048,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[4,2048,4,1],ne_b=[4,2048,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[9,1024,1,1],ne_b=[9,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[18,1024,1,1],ne_b=[9,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[9,1024,4,1],ne_b=[9,1024,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[9,1536,1,1],ne_b=[9,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[18,1536,1,1],ne_b=[9,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[9,1536,4,1],ne_b=[9,1536,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[9,2048,1,1],ne_b=[9,2048,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[18,2048,1,1],ne_b=[9,2048,1,1]","support","1","yes","CANN" +"CANN0","SSM_CONV","type=f32,ne_a=[9,2048,4,1],ne_b=[9,2048,1,1]","support","1","yes","CANN" "CANN0","SSM_SCAN","type=f32,d_state=16,head_dim=1,n_head=1024,n_group=1,n_seq_tokens=32,n_seqs=4","support","0","no","CANN" "CANN0","SSM_SCAN","type=f32,d_state=128,head_dim=64,n_head=16,n_group=2,n_seq_tokens=32,n_seqs=4","support","0","no","CANN" "CANN0","SSM_SCAN","type=f32,d_state=256,head_dim=64,n_head=8,n_group=2,n_seq_tokens=32,n_seqs=4","support","0","no","CANN" @@ -3292,1211 +5778,1844 @@ "CANN0","RWKV_WKV7","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=1","support","0","no","CANN" "CANN0","RWKV_WKV7","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=4","support","0","no","CANN" "CANN0","RWKV_WKV7","type=f32,head_count=32,head_size=64,n_seq_tokens=128,n_seqs=4","support","0","no","CANN" -"CANN0","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=1,n_seqs=1","support","0","no","CANN" -"CANN0","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=1","support","0","no","CANN" -"CANN0","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=4","support","0","no","CANN" -"CANN0","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=128,n_seqs=4","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" 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-"CANN0","MUL_MAT","type_a=iq3_xxs,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=7,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=8,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=9,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f16,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f32,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q4_0,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" 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-"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xxs,type_b=f16,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_1,type_b=f32,m=16,n=1,k=32,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q4_1,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q5_0,type_b=f32,m=16,n=1,k=32,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q5_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q5_1,type_b=f32,m=16,n=1,k=32,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q5_1,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=32,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q8_0,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=q2_K,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q3_K,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q5_K,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=q6_K,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_xs,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq2_s,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_xxs,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_s,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq1_m,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=1,k=32,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_nl,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq3_s,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=iq4_xs,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=1,k=1,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=64,n=2,k=128,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=83,n=2,k=128,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=64,n=2,k=64,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=83,n=2,k=64,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=64,n=45,k=128,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=45,k=64,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=193,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=67,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1056,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=128,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1056,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=129,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1057,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=129,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1057,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=129,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1057,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=128,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1056,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=128,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1056,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=128,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1056,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=129,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1057,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=129,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1057,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=129,bs=[1,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1057,bs=[1,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1056,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=128,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1056,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=129,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1057,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=129,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1057,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=129,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1057,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=128,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1056,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=128,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1056,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=128,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1056,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=129,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1057,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=129,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1057,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=129,bs=[1,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1057,bs=[1,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1056,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=128,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1056,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=129,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1057,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=129,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1057,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=129,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1057,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=128,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1056,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=128,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1056,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=128,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1056,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=129,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1057,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=129,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1057,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=129,bs=[2,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1057,bs=[2,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1056,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=128,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1056,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=129,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1057,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=129,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1057,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=129,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1057,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=128,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1056,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=128,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1056,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=128,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1056,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=129,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1057,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=129,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1057,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=129,bs=[2,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1057,bs=[2,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1056,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=128,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1056,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=129,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1057,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=129,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1057,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=129,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1057,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=128,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1056,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=128,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1056,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=128,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1056,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=129,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1057,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=129,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1057,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=129,bs=[4,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1057,bs=[4,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1056,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=128,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1056,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=129,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1057,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=129,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1057,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=129,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1057,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=128,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1056,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=128,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1056,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=128,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1056,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=129,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1057,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=129,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1057,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=129,bs=[4,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1057,bs=[4,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1056,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=128,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1056,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=129,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1057,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=129,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1057,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=129,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1057,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=128,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1056,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=128,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1056,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=128,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1056,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=129,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1057,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=129,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1057,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=129,bs=[8,1],nr=[1,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1057,bs=[8,1],nr=[1,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1056,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=128,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1056,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=129,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1057,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=129,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=128,n=1,k=1057,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1056,n=1,k=129,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=128,n=1,k=1057,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=128,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1056,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=128,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1056,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=128,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1056,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=1057,n=1,k=129,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=129,n=1,k=1057,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=1057,n=1,k=129,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=bf16,type_b=f32,m=129,n=1,k=1057,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","0","no","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=1057,n=1,k=129,bs=[8,1],nr=[4,1],per=[0,2,1,3],v=0","support","1","yes","CANN" -"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=129,n=1,k=1057,bs=[8,1],nr=[4,1],per=[0,1,2,3],v=1","support","1","yes","CANN" +"CANN0","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=1,n_seqs=1","support","1","yes","CANN" +"CANN0","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=1","support","1","yes","CANN" +"CANN0","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=32,n_seqs=4","support","1","yes","CANN" +"CANN0","GATED_LINEAR_ATTN","type=f32,head_count=32,head_size=64,n_seq_tokens=128,n_seqs=4","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=2,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=3,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=4,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=5,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f32,m=16,n=6,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" 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+"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f32,type_b=f16,m=16,n=8,k=256,bs=[1536,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" 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+"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" 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+"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[1,1],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[3,2],nr=[2,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=4,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=1,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=16,k=1024,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f32,m=16,n=8,k=256,bs=[1536,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[1,1],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,1],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[1,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[3,2],nr=[2,2],per=[0,1,2,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=1,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=8,k=256,bs=[2,3],nr=[1,1],per=[0,3,2,1],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","CANN" +"CANN0","MUL_MAT","type_a=f16,type_b=f16,m=16,n=16,k=256,bs=[2,3],nr=[1,1],per=[0,1,3,2],k_v=0,o=1","support","1","yes","CANN" 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-"CANN0","ROPE_BACK","type=f16,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.424500,ef=0.746500,af=1.424500,ff=0,v=1","support","0","no","CANN" -"CANN0","ROPE_BACK","type=f16,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.424500,ef=0.746500,af=1.424500,ff=1,v=0","support","0","no","CANN" -"CANN0","ROPE_BACK","type=f16,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.424500,ef=0.746500,af=1.424500,ff=1,v=0","support","0","no","CANN" -"CANN0","ROPE_BACK","type=f16,ne_a=[128,32,2,1],n_dims=128,mode=0,n_ctx=512,fs=1.424500,ef=0.746500,af=1.424500,ff=1,v=1","support","0","no","CANN" -"CANN0","ROPE_BACK","type=f16,ne_a=[64,128,2,1],n_dims=64,mode=2,n_ctx=512,fs=1.424500,ef=0.746500,af=1.424500,ff=1,v=1","support","0","no","CANN" +"CANN0","SOFT_MAX_BACK","type=f32,ne=[1024,1024,2,3],scale=0.100000,max_bias=8.000000","support","0","no","CANN" 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+"CANN0","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","CANN" +"CANN0","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f32,permute=[0,1,2,3]","support","0","no","CANN" +"CANN0","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f16,permute=[0,1,2,3]","support","0","no","CANN" +"CANN0","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","0","no","CANN" +"CANN0","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","0","no","CANN" +"CANN0","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","CANN" +"CANN0","CROSS_ENTROPY_LOSS","type=f32,ne=[10,5,4,3]","support","1","yes","CANN" +"CANN0","CROSS_ENTROPY_LOSS","type=f32,ne=[30000,1,1,1]","support","1","yes","CANN" "CANN0","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[10,5,4,3]","support","0","no","CANN" "CANN0","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[30000,1,1,1]","support","0","no","CANN" "CANN0","OPT_STEP_ADAMW","type=f32,ne=[10,5,4,3]","support","0","no","CANN" +"CANN0","OPT_STEP_SGD","type=f32,ne=[10,5,4,3]","support","0","no","CANN" From 388ce822415f24c60fcf164a321455f1e008cafb Mon Sep 17 00:00:00 2001 From: Thore Koritzius Date: Fri, 16 Jan 2026 15:59:56 +0100 Subject: [PATCH 03/14] ggml : extend ggml_pool_1d + metal (#16429) * chore: resolve conflicts * feat: ggml metal impl * fix: ggml_metal_kargs_pool_1d struct * fix: require contiguous input * chore: test pool_1d * chore: limit pool1d test cases to p0=0 and s0=k0 to conform with asserts * chore: add p0 and s0 to testing * fix: allow padding for cpu and metal * Update ggml/src/ggml-metal/ggml-metal.metal * fix: correct single-threaded loop * ggml : cleanup * tests : add ne[1] != 1 tests * fix: ne[1] handling in np * cont : fixes --------- Co-authored-by: Georgi Gerganov --- ggml/src/ggml-cpu/ops.cpp | 102 ++++++++++++++-------- ggml/src/ggml-metal/ggml-metal-device.cpp | 25 ++++++ ggml/src/ggml-metal/ggml-metal-device.h | 1 + ggml/src/ggml-metal/ggml-metal-device.m | 4 +- ggml/src/ggml-metal/ggml-metal-impl.h | 9 ++ ggml/src/ggml-metal/ggml-metal-ops.cpp | 52 +++++++++++ ggml/src/ggml-metal/ggml-metal-ops.h | 1 + ggml/src/ggml-metal/ggml-metal.metal | 68 +++++++++++++++ ggml/src/ggml.c | 5 ++ tests/test-backend-ops.cpp | 45 ++++++++++ 10 files changed, 272 insertions(+), 40 deletions(-) diff --git a/ggml/src/ggml-cpu/ops.cpp b/ggml/src/ggml-cpu/ops.cpp index 303278397..387e2fe42 100644 --- a/ggml/src/ggml-cpu/ops.cpp +++ b/ggml/src/ggml-cpu/ops.cpp @@ -7,10 +7,9 @@ #include "unary-ops.h" #include "vec.h" -#include #include +#include #include -#include // ggml_compute_forward_dup @@ -7110,12 +7109,13 @@ void ggml_compute_forward_conv_2d_dw( } } -// ggml_compute_forward_pool_1d_sk_p0 - -static void ggml_compute_forward_pool_1d_sk_p0( +// ggml_compute_forward_pool_1d_ksp +static void ggml_compute_forward_pool_1d_ksp( const ggml_compute_params * params, const ggml_op_pool op, const int k, + const int s, + const int p, ggml_tensor * dst) { const ggml_tensor * src = dst->src[0]; @@ -7126,39 +7126,56 @@ static void ggml_compute_forward_pool_1d_sk_p0( return; } - const char * cdata = (const char *)src->data; - const char * const data_end = cdata + ggml_nbytes(src); - float * drow = (float *)dst->data; + const int64_t IW = src->ne[0]; + const int64_t OW = dst->ne[0]; - const int64_t rs = dst->ne[0]; + const int64_t nr = ggml_nrows(src); - while (cdata < data_end) { - const void * srow = (const void *)cdata; - int j = 0; - for (int64_t i = 0; i < rs; ++i) { + for (int64_t ir = 0; ir < nr; ++ir) { + const char * srow_bytes = (const char *) src->data + ir * src->nb[1]; + float * drow = (float *) (( char *) dst->data + ir * dst->nb[1]); + + for (int64_t ow = 0; ow < OW; ++ow) { + float res = 0; switch (op) { - case GGML_OP_POOL_AVG: drow[i] = 0; break; - case GGML_OP_POOL_MAX: drow[i] = -FLT_MAX; break; + case GGML_OP_POOL_AVG: res = 0.0f; break; + case GGML_OP_POOL_MAX: res = -FLT_MAX; break; case GGML_OP_POOL_COUNT: GGML_ABORT("fatal error"); } + + int count = 0; + const int base = (int) ow * s - p; + for (int ki = 0; ki < k; ++ki) { - const float srow_j = (src->type == GGML_TYPE_F32) ? ((const float*)srow)[j] : GGML_CPU_FP16_TO_FP32(((const ggml_fp16_t*)srow)[j]); - switch (op) { - case GGML_OP_POOL_AVG: drow[i] += srow_j; break; - case GGML_OP_POOL_MAX: if (srow_j > drow[i]) drow[i] = srow_j; break; - case GGML_OP_POOL_COUNT: GGML_ABORT("fatal error"); + const int j = base + ki; + if (j < 0 || j >= (int) IW) { + continue; } - ++j; + + float v; + if (src->type == GGML_TYPE_F32) { + v = ((const float *) srow_bytes)[j]; + } else { + v = GGML_CPU_FP16_TO_FP32(((const ggml_fp16_t *) srow_bytes)[j]); + } + + switch (op) { + case GGML_OP_POOL_AVG: res += v; break; + case GGML_OP_POOL_MAX: res = std::max(v, res); break; + case GGML_OP_POOL_COUNT: GGML_ABORT("fatal error"); + } + + ++count; } + switch (op) { - case GGML_OP_POOL_AVG: drow[i] /= k; break; - case GGML_OP_POOL_MAX: break; + case GGML_OP_POOL_AVG: res = (count > 0) ? (res / count) : 0.0f; break; + case GGML_OP_POOL_MAX: break; case GGML_OP_POOL_COUNT: GGML_ABORT("fatal error"); } - } - cdata += src->nb[1]; - drow += rs; + drow[ow] = res; + } } } @@ -7173,10 +7190,8 @@ void ggml_compute_forward_pool_1d( const int k0 = opts[1]; const int s0 = opts[2]; const int p0 = opts[3]; - GGML_ASSERT(p0 == 0); // padding not supported - GGML_ASSERT(k0 == s0); // only s = k supported - ggml_compute_forward_pool_1d_sk_p0(params, op, k0, dst); + ggml_compute_forward_pool_1d_ksp(params, op, k0, s0, p0, dst); } // ggml_compute_forward_pool_2d @@ -7194,6 +7209,7 @@ void ggml_compute_forward_pool_2d( } const int32_t * opts = (const int32_t *)dst->op_params; + ggml_op_pool op = static_cast(opts[0]); const int k0 = opts[1]; const int k1 = opts[2]; @@ -7217,11 +7233,13 @@ void ggml_compute_forward_pool_2d( while (cdata < data_end) { for (int oy = 0; oy < py; ++oy) { float * const drow = dplane + oy * px; + float * const out = drow; + for (int ox = 0; ox < px; ++ox) { - float * const out = drow + ox; + float res = 0; switch (op) { - case GGML_OP_POOL_AVG: *out = 0; break; - case GGML_OP_POOL_MAX: *out = -FLT_MAX; break; + case GGML_OP_POOL_AVG: res = 0; break; + case GGML_OP_POOL_MAX: res = -FLT_MAX; break; case GGML_OP_POOL_COUNT: GGML_ABORT("fatal error"); } @@ -7229,24 +7247,32 @@ void ggml_compute_forward_pool_2d( const int iy = offset1 + oy * s1; for (int ky = 0; ky < k1; ++ky) { - if (iy + ky < 0 || iy + ky >= src->ne[1]) continue; + if (iy + ky < 0 || iy + ky >= src->ne[1]) { + continue; + } + const void * srow = (const void *)(cdata + src->nb[1] * (iy + ky)); for (int kx = 0; kx < k0; ++kx) { int j = ix + kx; - if (j < 0 || j >= src->ne[0]) continue; + if (j < 0 || j >= src->ne[0]) { + continue; + } + const float srow_j = (src->type == GGML_TYPE_F32) ? ((const float*)srow)[j] : GGML_CPU_FP16_TO_FP32(((const ggml_fp16_t*)srow)[j]); switch (op) { - case GGML_OP_POOL_AVG: *out += srow_j; break; - case GGML_OP_POOL_MAX: if (srow_j > *out) *out = srow_j; break; + case GGML_OP_POOL_AVG: res += srow_j; break; + case GGML_OP_POOL_MAX: res = std::max(srow_j, res); break; case GGML_OP_POOL_COUNT: GGML_ABORT("fatal error"); } } } switch (op) { - case GGML_OP_POOL_AVG: *out /= ka; break; - case GGML_OP_POOL_MAX: break; + case GGML_OP_POOL_AVG: res /= ka; break; + case GGML_OP_POOL_MAX: break; case GGML_OP_POOL_COUNT: GGML_ABORT("fatal error"); } + + out[ox] = res; } } diff --git a/ggml/src/ggml-metal/ggml-metal-device.cpp b/ggml/src/ggml-metal/ggml-metal-device.cpp index b0734797f..04c6137c5 100644 --- a/ggml/src/ggml-metal/ggml-metal-device.cpp +++ b/ggml/src/ggml-metal/ggml-metal-device.cpp @@ -94,6 +94,31 @@ ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_cpy(ggml_metal_l return res; } +ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_pool_1d(ggml_metal_library_t lib, const ggml_tensor * op, ggml_op_pool op_pool) { + GGML_ASSERT(ggml_is_contiguous(op->src[0])); + GGML_ASSERT(op->src[0]->type == GGML_TYPE_F32 && op->src[0]->type == op->type); + + const char * pool_str = "undefined"; + switch (op_pool) { + case GGML_OP_POOL_AVG: pool_str = "avg"; break; + case GGML_OP_POOL_MAX: pool_str = "max"; break; + default: GGML_ASSERT(false && "not implemented"); + }; + + char base[256]; + char name[256]; + + snprintf(base, sizeof(base), "kernel_pool_1d_%s_%s", pool_str, ggml_type_name(op->src[0]->type)); + snprintf(name, sizeof(name), "%s", base); + + ggml_metal_pipeline_with_params res = ggml_metal_library_get_pipeline(lib, name); + if (!res.pipeline) { + res = ggml_metal_library_compile_pipeline(lib, base, name, nullptr); + } + + return res; +} + ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_pool_2d(ggml_metal_library_t lib, const ggml_tensor * op, ggml_op_pool op_pool) { GGML_ASSERT(ggml_is_contiguous(op->src[0])); GGML_ASSERT(op->src[0]->type == GGML_TYPE_F32 && op->src[0]->type == op->type); diff --git a/ggml/src/ggml-metal/ggml-metal-device.h b/ggml/src/ggml-metal/ggml-metal-device.h index 9c3b00148..3d01c56fb 100644 --- a/ggml/src/ggml-metal/ggml-metal-device.h +++ b/ggml/src/ggml-metal/ggml-metal-device.h @@ -104,6 +104,7 @@ struct ggml_metal_pipeline_with_params ggml_metal_library_compile_pipeline(ggml_ struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_base (ggml_metal_library_t lib, enum ggml_op op); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_cpy (ggml_metal_library_t lib, enum ggml_type tsrc, enum ggml_type tdst); +struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_pool_1d (ggml_metal_library_t lib, const struct ggml_tensor * op, enum ggml_op_pool op_pool); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_pool_2d (ggml_metal_library_t lib, const struct ggml_tensor * op, enum ggml_op_pool op_pool); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_get_rows (ggml_metal_library_t lib, enum ggml_type tsrc); struct ggml_metal_pipeline_with_params ggml_metal_library_get_pipeline_set_rows (ggml_metal_library_t lib, enum ggml_type tidx, enum ggml_type tdst); diff --git a/ggml/src/ggml-metal/ggml-metal-device.m b/ggml/src/ggml-metal/ggml-metal-device.m index ff899a817..c418afe9c 100644 --- a/ggml/src/ggml-metal/ggml-metal-device.m +++ b/ggml/src/ggml-metal/ggml-metal-device.m @@ -1044,10 +1044,10 @@ bool ggml_metal_device_supports_op(ggml_metal_device_t dev, const struct ggml_te op->src[1]->type == GGML_TYPE_F32 && op->type == GGML_TYPE_F32 && (op->src[0]->type == GGML_TYPE_F16 || op->src[0]->type == GGML_TYPE_F32); - case GGML_OP_POOL_1D: - return false; case GGML_OP_UPSCALE: return op->src[0]->type == GGML_TYPE_F32 && op->op_params[0] == GGML_SCALE_MODE_NEAREST && !(op->op_params[0] & GGML_SCALE_FLAG_ANTIALIAS); + case GGML_OP_POOL_1D: + return ggml_is_contiguous(op->src[0]) && op->src[0]->type == GGML_TYPE_F32; case GGML_OP_POOL_2D: return op->src[0]->type == GGML_TYPE_F32; case GGML_OP_PAD: diff --git a/ggml/src/ggml-metal/ggml-metal-impl.h b/ggml/src/ggml-metal/ggml-metal-impl.h index d3b0e732e..59d88b01a 100644 --- a/ggml/src/ggml-metal/ggml-metal-impl.h +++ b/ggml/src/ggml-metal/ggml-metal-impl.h @@ -928,6 +928,15 @@ typedef struct { int64_t np; } ggml_metal_kargs_pool_2d; +typedef struct { + int32_t k0; + int32_t s0; + int32_t p0; + int64_t IW; + int64_t OW; + int64_t np; +} ggml_metal_kargs_pool_1d; + typedef struct { int64_t ne00; uint64_t nb01; diff --git a/ggml/src/ggml-metal/ggml-metal-ops.cpp b/ggml/src/ggml-metal/ggml-metal-ops.cpp index a50b12b6f..680ad794d 100644 --- a/ggml/src/ggml-metal/ggml-metal-ops.cpp +++ b/ggml/src/ggml-metal/ggml-metal-ops.cpp @@ -432,6 +432,10 @@ static int ggml_metal_op_encode_impl(ggml_metal_op_t ctx, int idx) { { n_fuse = ggml_metal_op_cpy(ctx, idx); } break; + case GGML_OP_POOL_1D: + { + n_fuse = ggml_metal_op_pool_1d(ctx, idx); + } break; case GGML_OP_POOL_2D: { n_fuse = ggml_metal_op_pool_2d(ctx, idx); @@ -1622,6 +1626,54 @@ int ggml_metal_op_cpy(ggml_metal_op_t ctx, int idx) { return 1; } +int ggml_metal_op_pool_1d(ggml_metal_op_t ctx, int idx) { + ggml_tensor * op = ctx->node(idx); + + ggml_metal_library_t lib = ctx->lib; + ggml_metal_encoder_t enc = ctx->enc; + + GGML_TENSOR_LOCALS( int32_t, ne0, op->src[0], ne); + GGML_TENSOR_LOCALS(uint64_t, nb0, op->src[0], nb); + GGML_TENSOR_LOCALS( int32_t, ne, op, ne); + GGML_TENSOR_LOCALS(uint64_t, nb, op, nb); + + const int32_t * opts = op->op_params; + ggml_op_pool op_pool = (ggml_op_pool) opts[0]; + + const int32_t k0 = opts[1]; + const int32_t s0 = opts[2]; + const int32_t p0 = opts[3]; + + const int64_t IW = op->src[0]->ne[0]; + const int64_t OW = op->ne[0]; + + const int64_t np = ggml_nelements(op); + + ggml_metal_kargs_pool_1d args_pool_1d = { + /* .k0 = */ k0, + /* .s0 = */ s0, + /* .p0 = */ p0, + /* .IW = */ IW, + /* .OW = */ OW, + /* .np = */ np + }; + + auto pipeline = ggml_metal_library_get_pipeline_pool_1d(lib, op, op_pool); + + const int nth = std::min(ggml_metal_pipeline_max_theads_per_threadgroup(pipeline), (int) np); + const int ntg = (np + nth - 1) / nth; + + ggml_metal_encoder_set_pipeline(enc, pipeline); + ggml_metal_encoder_set_bytes (enc, &args_pool_1d, sizeof(args_pool_1d), 0); + ggml_metal_encoder_set_buffer (enc, ggml_metal_get_buffer_id(op->src[0]), 1); + ggml_metal_encoder_set_buffer (enc, ggml_metal_get_buffer_id(op), 2); + + ggml_metal_encoder_dispatch_threadgroups(enc, ntg, 1, 1, nth, 1, 1); + + return 1; +} + + int ggml_metal_op_pool_2d(ggml_metal_op_t ctx, int idx) { ggml_tensor * op = ctx->node(idx); diff --git a/ggml/src/ggml-metal/ggml-metal-ops.h b/ggml/src/ggml-metal/ggml-metal-ops.h index c1025d356..10686a334 100644 --- a/ggml/src/ggml-metal/ggml-metal-ops.h +++ b/ggml/src/ggml-metal/ggml-metal-ops.h @@ -61,6 +61,7 @@ int ggml_metal_op_ssm_conv (ggml_metal_op_t ctx, int idx); int ggml_metal_op_ssm_scan (ggml_metal_op_t ctx, int idx); int ggml_metal_op_rwkv (ggml_metal_op_t ctx, int idx); int ggml_metal_op_cpy (ggml_metal_op_t ctx, int idx); +int ggml_metal_op_pool_1d (ggml_metal_op_t ctx, int idx); int ggml_metal_op_pool_2d (ggml_metal_op_t ctx, int idx); int ggml_metal_op_mul_mat (ggml_metal_op_t ctx, int idx); int ggml_metal_op_mul_mat_id (ggml_metal_op_t ctx, int idx); diff --git a/ggml/src/ggml-metal/ggml-metal.metal b/ggml/src/ggml-metal/ggml-metal.metal index 16d17d26a..a4e1cafe5 100644 --- a/ggml/src/ggml-metal/ggml-metal.metal +++ b/ggml/src/ggml-metal/ggml-metal.metal @@ -9869,6 +9869,74 @@ kernel void kernel_pool_2d_avg_f32( o_ptr[cur_oh * args.OW + cur_ow] = res; } + +kernel void kernel_pool_1d_max_f32( + constant ggml_metal_kargs_pool_1d & args, + device const float * src, + device float * dst, + uint gid [[thread_position_in_grid]] +) { + + if (gid >= args.np) { + return; + } + + const int ow = (int)gid % args.OW; + const int row = (int)gid / args.OW; + + const int base = ow * args.s0 - args.p0; + + float acc = -INFINITY; + + const int src_off = row * args.IW; + const int dst_off = row * args.OW; + + for (int ki = 0; ki < args.k0; ++ki) { + int j = base + ki; + if (j < 0 || j >= args.IW){ + continue; + } + float v = src[src_off + j]; + acc = max(acc, v); + } + + dst[dst_off + ow] = acc; +} + +kernel void kernel_pool_1d_avg_f32( + constant ggml_metal_kargs_pool_1d & args, + device const float * src, + device float * dst, + uint gid [[thread_position_in_grid]] +) { + + if (gid >= args.np) { + return; + } + + const int ow = (int)gid % args.OW; + const int row = (int)gid / args.OW; + + const int base = ow * args.s0 - args.p0; + + float acc = 0.0f; + int cnt = 0; + + const int src_off = row * args.IW; + const int dst_off = row * args.OW; + + for (int ki = 0; ki < args.k0; ++ki) { + const int j = base + ki; + if (j < 0 || j >= args.IW) { + continue; + } + acc += src[src_off + j]; + cnt += 1; + } + + dst[dst_off + ow] = (cnt > 0) ? (acc / (float)cnt) : 0.0f; +} + kernel void kernel_opt_step_adamw_f32( constant ggml_metal_kargs_opt_step_adamw & args, device float * x, diff --git a/ggml/src/ggml.c b/ggml/src/ggml.c index 09b8eb466..c75fe7d27 100644 --- a/ggml/src/ggml.c +++ b/ggml/src/ggml.c @@ -4838,6 +4838,8 @@ struct ggml_tensor * ggml_pool_1d( a->ne[2], a->ne[3], }; + GGML_ASSERT(ne[0] > 0); + struct ggml_tensor * result = ggml_new_tensor(ctx, GGML_TYPE_F32, 4, ne); int32_t params[] = { op, k0, s0, p0 }; @@ -4868,6 +4870,9 @@ struct ggml_tensor * ggml_pool_2d( a->ne[2], a->ne[3], }; + GGML_ASSERT(ne[0] > 0); + GGML_ASSERT(ne[1] > 0); + result = ggml_new_tensor(ctx, GGML_TYPE_F32, 4, ne); int32_t params[] = { op, k0, k1, s0, s1, p0, p1 }; diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 188ffdf3d..6bb781737 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -4679,6 +4679,37 @@ struct test_pool2d : public test_case { } }; +// GGML_OP_POOL1D +struct test_pool1d : public test_case { + enum ggml_op_pool pool_type; + const ggml_type type_input; + const std::array ne_input; + const int k0; + const int s0; + const int p0; + + std::string vars() override { + return VARS_TO_STR6(pool_type, type_input, ne_input, k0, s0, p0); + } + + test_pool1d(ggml_op_pool pool_type = GGML_OP_POOL_AVG, + ggml_type type_input = GGML_TYPE_F32, + std::array ne_input = {10, 1, 1, 1}, + int k0 = 3, int s0 = 3, int p0 = 0) + : pool_type(pool_type), type_input(type_input), ne_input(ne_input), k0(k0), s0(s0), p0(p0) {} + + ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * input = ggml_new_tensor(ctx, type_input, 4, ne_input.data()); + ggml_set_param(input); + ggml_set_name(input, "input"); + + ggml_tensor * out = ggml_pool_1d(ctx, input, pool_type, k0, s0, p0); + ggml_set_name(out, "out"); + + return out; + } +}; + // GGML_OP_CONV_TRANSPOSE_1D struct test_conv_transpose_1d : public test_case { const std::array ne_input; @@ -7058,6 +7089,20 @@ static std::vector> make_test_cases_eval() { } } + for (ggml_type type_input : {GGML_TYPE_F32}) { + for (ggml_op_pool pool_type : {GGML_OP_POOL_AVG, GGML_OP_POOL_MAX}) { + for (int k0 : {1, 3}) { + for (int s0 : {1, 2}) { + for (int p0 : {0, 1}) { + test_cases.emplace_back(new test_pool1d(pool_type, type_input, { 10, 3, 2, 1 }, k0, s0, p0)); + test_cases.emplace_back(new test_pool1d(pool_type, type_input, { 11, 1, 3, 2 }, k0, s0, p0)); + test_cases.emplace_back(new test_pool1d(pool_type, type_input, { 128, 2, 1, 3 }, k0, s0, p0)); + } + } + } + } + } + #if 0 // >4GB im2col destination. Too slow to run by default. // Test cases taken from Wan2.1 T2V 1.3B. From a89002f07b55dace8671fc07b2e2418700716992 Mon Sep 17 00:00:00 2001 From: Reese Levine Date: Fri, 16 Jan 2026 16:12:43 -0800 Subject: [PATCH 04/14] ggml webgpu: support for backend sampling (#18880) * ggml webgpu: add SOFTPLUS unary operator Implements SOFTPLUS (log(1 + exp(x))) with f16/f32 support. Uses f32 precision for intermediate calculations to prevent f16 overflow. * Add shader implementation and 4 variants (f32/f16, inplace/non-inplace) * Register pipelines and device support * Follow Vulkan backend numerical stability pattern * ggml webgpu: add EXPM1 unary operator Implements EXPM1 (exp(x) - 1) with f16/f32 support. * Add shader implementation and 4 variants (f32/f16, inplace/non-inplace) * Register pipelines and device support * ggml webgpu: add FLOOR unary operator Implements FLOOR (rounds down to nearest integer) with f16/f32 support. * Add shader implementation and 4 variants (f32/f16, inplace/non-inplace) * Register pipelines and device support * ggml webgpu: add CEIL unary operator Implements CEIL (rounds up to nearest integer) with f16/f32 support. * Add shader implementation and 4 variants (f32/f16, inplace/non-inplace) * Register pipelines and device support * ggml webgpu: add ROUND unary operator Implements ROUND (rounds to nearest integer) with f16/f32 support. * Add shader implementation and 4 variants (f32/f16, inplace/non-inplace) * Register pipelines and device support * ggml webgpu: add TRUNC unary operator Implements TRUNC (truncates towards zero) with f16/f32 support. * Add shader implementation and 4 variants (f32/f16, inplace/non-inplace) * Register pipelines and device support * docs : update WebGPU support for unary operators (FLOOR, CEIL, ROUND, TRUNC, EXPM1, SOFTPLUS) * Updates to webgpu get_memory * Add argmax * Add argmax,cumsum,sum,sum_rows * Add necessary CPY/GET_ROWS operators * Support for argsort using multi-pass strategy * Update set_rows for i32 indices, move to pre-wgsl * Port unary operators to pre-wgsl and support FILL * Implement PAD * Add support for top-k * clean up, scope pipeline init mutex * fix newline * Add support for log * Update LOG for better precision, and ops doc --------- Co-authored-by: Abhijit Ramesh --- docs/ops.md | 33 +- docs/ops/WebGPU.csv | 15267 ++++++++-------- .../ggml-webgpu/ggml-webgpu-shader-lib.hpp | 371 +- ggml/src/ggml-webgpu/ggml-webgpu.cpp | 1029 +- ggml/src/ggml-webgpu/wgsl-shaders/argmax.wgsl | 72 + .../src/ggml-webgpu/wgsl-shaders/argsort.wgsl | 106 + .../wgsl-shaders/argsort_merge.wgsl | 134 + .../ggml-webgpu/wgsl-shaders/cpy.tmpl.wgsl | 6 + ggml/src/ggml-webgpu/wgsl-shaders/cumsum.wgsl | 66 + ggml/src/ggml-webgpu/wgsl-shaders/pad.wgsl | 86 + .../{set_rows.tmpl.wgsl => set_rows.wgsl} | 73 +- .../ggml-webgpu/wgsl-shaders/sum_rows.wgsl | 55 + ggml/src/ggml-webgpu/wgsl-shaders/unary.wgsl | 179 + .../ggml-webgpu/wgsl-shaders/unary_op.wgsl | 483 - 14 files changed, 9452 insertions(+), 8508 deletions(-) create mode 100644 ggml/src/ggml-webgpu/wgsl-shaders/argmax.wgsl create mode 100644 ggml/src/ggml-webgpu/wgsl-shaders/argsort.wgsl create mode 100644 ggml/src/ggml-webgpu/wgsl-shaders/argsort_merge.wgsl create mode 100644 ggml/src/ggml-webgpu/wgsl-shaders/cumsum.wgsl create mode 100644 ggml/src/ggml-webgpu/wgsl-shaders/pad.wgsl rename ggml/src/ggml-webgpu/wgsl-shaders/{set_rows.tmpl.wgsl => set_rows.wgsl} (62%) create mode 100644 ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl create mode 100644 ggml/src/ggml-webgpu/wgsl-shaders/unary.wgsl delete mode 100644 ggml/src/ggml-webgpu/wgsl-shaders/unary_op.wgsl diff --git a/docs/ops.md b/docs/ops.md index 8612f8727..c066ab5a8 100644 --- a/docs/ops.md +++ b/docs/ops.md @@ -20,10 +20,10 @@ Legend: | ADD1 | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | ADD_ID | ❌ | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | | ARANGE | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | -| ARGMAX | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | -| ARGSORT | ❌ | βœ… | βœ… | βœ… | βœ… | 🟑 | 🟑 | βœ… | ❌ | ❌ | ❌ | +| ARGMAX | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | +| ARGSORT | ❌ | βœ… | βœ… | βœ… | βœ… | 🟑 | 🟑 | βœ… | βœ… | ❌ | ❌ | | CEIL | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | βœ… | ❌ | ❌ | -| CLAMP | ❌ | βœ… | βœ… | βœ… | 🟑 | 🟑 | βœ… | 🟑 | ❌ | ❌ | ❌ | +| CLAMP | ❌ | βœ… | βœ… | βœ… | 🟑 | 🟑 | βœ… | 🟑 | βœ… | ❌ | ❌ | | CONCAT | ❌ | βœ… | βœ… | 🟑 | βœ… | 🟑 | βœ… | βœ… | ❌ | ❌ | ❌ | | CONT | ❌ | 🟑 | βœ… | βœ… | βœ… | 🟑 | 🟑 | βœ… | 🟑 | ❌ | ❌ | | CONV_2D | ❌ | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | ❌ | ❌ | ❌ | @@ -36,17 +36,17 @@ Legend: | CPY | ❌ | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | ❌ | ❌ | | CROSS_ENTROPY_LOSS | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | CROSS_ENTROPY_LOSS_BACK | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | -| CUMSUM | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | +| CUMSUM | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | | DIAG | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | DIAG_MASK_INF | ❌ | βœ… | βœ… | βœ… | ❌ | 🟑 | βœ… | βœ… | ❌ | ❌ | ❌ | | DIV | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | | DUP | ❌ | βœ… | βœ… | 🟑 | 🟑 | 🟑 | βœ… | βœ… | ❌ | ❌ | ❌ | | ELU | ❌ | βœ… | βœ… | 🟑 | 🟑 | ❌ | βœ… | ❌ | βœ… | ❌ | ❌ | | EXP | ❌ | βœ… | βœ… | 🟑 | 🟑 | ❌ | βœ… | 🟑 | βœ… | ❌ | ❌ | -| EXPM1 | ❌ | ❌ | βœ… | 🟑 | 🟑 | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | -| FILL | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | -| FLASH_ATTN_EXT | ❌ | 🟑 | βœ… | 🟑 | 🟑 | 🟑 | ❌ | 🟑 | ❌ | ❌ | ❌ | -| FLOOR | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | ❌ | ❌ | ❌ | +| EXPM1 | ❌ | ❌ | βœ… | 🟑 | 🟑 | ❌ | ❌ | ❌ | βœ… | ❌ | ❌ | +| FILL | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | +| FLASH_ATTN_EXT | ❌ | 🟑 | βœ… | 🟑 | 🟑 | 🟑 | ❌ | 🟑 | 🟑 | ❌ | ❌ | +| FLOOR | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | βœ… | ❌ | ❌ | | GATED_LINEAR_ATTN | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | ❌ | | GEGLU | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | | GEGLU_ERF | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | @@ -63,7 +63,7 @@ Legend: | IM2COL_3D | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | | L2_NORM | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | LEAKY_RELU | ❌ | βœ… | βœ… | βœ… | 🟑 | ❌ | βœ… | 🟑 | ❌ | ❌ | ❌ | -| LOG | ❌ | βœ… | βœ… | βœ… | 🟑 | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | +| LOG | ❌ | βœ… | βœ… | βœ… | 🟑 | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | | MEAN | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | | MUL | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | | MUL_MAT | 🟑 | 🟑 | 🟑 | 🟑 | βœ… | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | 🟑 | @@ -73,8 +73,9 @@ Legend: | OPT_STEP_ADAMW | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | | OPT_STEP_SGD | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | | OUT_PROD | 🟑 | 🟑 | 🟑 | 🟑 | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | 🟑 | -| PAD | ❌ | 🟑 | βœ… | 🟑 | 🟑 | 🟑 | 🟑 | βœ… | ❌ | ❌ | ❌ | +| PAD | ❌ | 🟑 | βœ… | 🟑 | 🟑 | 🟑 | 🟑 | βœ… | βœ… | ❌ | ❌ | | PAD_REFLECT_1D | ❌ | βœ… | βœ… | βœ… | βœ… | ❌ | βœ… | ❌ | ❌ | ❌ | ❌ | +| POOL_1D | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | POOL_2D | ❌ | 🟑 | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | REGLU | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | | RELU | ❌ | βœ… | βœ… | 🟑 | 🟑 | 🟑 | βœ… | 🟑 | βœ… | ❌ | ❌ | @@ -85,7 +86,7 @@ Legend: | ROLL | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | ROPE | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | | ROPE_BACK | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | -| ROUND | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | ❌ | ❌ | ❌ | +| ROUND | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | βœ… | ❌ | ❌ | | RWKV_WKV6 | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | RWKV_WKV7 | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | | SCALE | ❌ | 🟑 | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | @@ -96,7 +97,7 @@ Legend: | SILU | ❌ | βœ… | βœ… | 🟑 | 🟑 | 🟑 | βœ… | 🟑 | βœ… | ❌ | ❌ | | SILU_BACK | ❌ | ❌ | βœ… | βœ… | ❌ | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | | SIN | ❌ | βœ… | βœ… | βœ… | 🟑 | ❌ | βœ… | 🟑 | ❌ | ❌ | ❌ | -| SOFTPLUS | ❌ | ❌ | βœ… | 🟑 | 🟑 | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | +| SOFTPLUS | ❌ | ❌ | βœ… | 🟑 | 🟑 | ❌ | ❌ | 🟑 | βœ… | ❌ | ❌ | | SOFT_MAX | ❌ | 🟑 | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | | SOFT_MAX_BACK | ❌ | ❌ | 🟑 | 🟑 | ❌ | ❌ | 🟑 | βœ… | ❌ | ❌ | ❌ | | SOLVE_TRI | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | @@ -106,14 +107,14 @@ Legend: | SSM_SCAN | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | | STEP | ❌ | βœ… | βœ… | 🟑 | 🟑 | ❌ | βœ… | 🟑 | βœ… | ❌ | ❌ | | SUB | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | -| SUM | ❌ | 🟑 | βœ… | 🟑 | 🟑 | ❌ | 🟑 | 🟑 | ❌ | ❌ | ❌ | -| SUM_ROWS | ❌ | βœ… | βœ… | 🟑 | βœ… | 🟑 | 🟑 | βœ… | ❌ | ❌ | ❌ | +| SUM | ❌ | 🟑 | βœ… | 🟑 | 🟑 | ❌ | 🟑 | 🟑 | 🟑 | ❌ | ❌ | +| SUM_ROWS | ❌ | βœ… | βœ… | 🟑 | βœ… | 🟑 | 🟑 | βœ… | βœ… | ❌ | ❌ | | SWIGLU | ❌ | βœ… | βœ… | βœ… | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | | SWIGLU_OAI | ❌ | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | | TANH | ❌ | βœ… | βœ… | 🟑 | 🟑 | βœ… | βœ… | 🟑 | βœ… | ❌ | ❌ | | TIMESTEP_EMBEDDING | ❌ | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | βœ… | ❌ | ❌ | ❌ | -| TOP_K | ❌ | ❌ | βœ… | ❌ | βœ… | ❌ | ❌ | 🟑 | ❌ | ❌ | ❌ | +| TOP_K | ❌ | ❌ | βœ… | ❌ | βœ… | ❌ | ❌ | 🟑 | βœ… | ❌ | ❌ | | TRI | ❌ | ❌ | βœ… | βœ… | βœ… | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | -| TRUNC | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | ❌ | ❌ | ❌ | +| TRUNC | ❌ | ❌ | βœ… | 🟑 | ❌ | ❌ | 🟑 | 🟑 | βœ… | ❌ | ❌ | | UPSCALE | ❌ | 🟑 | βœ… | βœ… | 🟑 | 🟑 | 🟑 | 🟑 | ❌ | ❌ | ❌ | | XIELU | ❌ | ❌ | βœ… | ❌ | ❌ | ❌ | ❌ | ❌ | βœ… | ❌ | ❌ | diff --git a/docs/ops/WebGPU.csv b/docs/ops/WebGPU.csv index 8cd7e1200..72ebea2cd 100644 --- a/docs/ops/WebGPU.csv +++ b/docs/ops/WebGPU.csv @@ -27,20 +27,20 @@ "WebGPU: WebGPU","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","EXP","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","EXP","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" -"WebGPU: WebGPU","EXPM1","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","EXPM1","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" +"WebGPU: WebGPU","EXPM1","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","EXPM1","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" -"WebGPU: WebGPU","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" +"WebGPU: WebGPU","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","CEIL","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","CEIL","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" -"WebGPU: WebGPU","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" +"WebGPU: WebGPU","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","ABS","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","ABS","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","SGN","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" @@ -69,20 +69,20 @@ "WebGPU: WebGPU","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","EXP","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","EXP","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" -"WebGPU: WebGPU","EXPM1","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","EXPM1","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" +"WebGPU: WebGPU","EXPM1","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","EXPM1","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" -"WebGPU: WebGPU","FLOOR","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","FLOOR","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" +"WebGPU: WebGPU","FLOOR","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","FLOOR","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","CEIL","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","CEIL","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" -"WebGPU: WebGPU","ROUND","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","ROUND","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","TRUNC","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","TRUNC","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" +"WebGPU: WebGPU","ROUND","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","ROUND","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","TRUNC","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","TRUNC","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","ABS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","ABS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","SGN","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" @@ -111,20 +111,20 @@ "WebGPU: WebGPU","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","EXP","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","EXP","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" -"WebGPU: WebGPU","EXPM1","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","EXPM1","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" +"WebGPU: WebGPU","EXPM1","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","EXPM1","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" -"WebGPU: WebGPU","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" +"WebGPU: WebGPU","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","CEIL","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","CEIL","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" -"WebGPU: WebGPU","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","TRUNC","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","WebGPU" +"WebGPU: WebGPU","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","TRUNC","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","ABS","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","ABS","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","SGN","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" @@ -153,20 +153,20 @@ "WebGPU: WebGPU","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","EXP","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","EXP","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" -"WebGPU: WebGPU","EXPM1","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","EXPM1","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" +"WebGPU: WebGPU","EXPM1","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","EXPM1","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" -"WebGPU: WebGPU","FLOOR","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","FLOOR","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" +"WebGPU: WebGPU","FLOOR","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","FLOOR","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","CEIL","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","CEIL","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" -"WebGPU: WebGPU","ROUND","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","ROUND","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","TRUNC","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","TRUNC","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","WebGPU" +"WebGPU: WebGPU","ROUND","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","ROUND","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","TRUNC","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","TRUNC","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","REGLU","type=f16,ne_a=[128,2,2,2],v=0,swapped=0","support","1","yes","WebGPU" "WebGPU: WebGPU","REGLU","type=f16,ne_a=[5,7,11,13],v=0,swapped=0","support","1","yes","WebGPU" "WebGPU: WebGPU","REGLU","type=f16,ne_a=[128,2,2,2],v=0,swapped=1","support","1","yes","WebGPU" @@ -394,10 +394,10 @@ "WebGPU: WebGPU","GET_ROWS","type=iq4_xs,n=256,m=5,r=4,be1=1,be2=1,v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","GET_ROWS","type=iq4_xs,n=256,m=5,r=4,be1=7,be2=1,v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","GET_ROWS","type=iq4_xs,n=256,m=5,r=4,be1=7,be2=1,v=1","support","1","yes","WebGPU" -"WebGPU: WebGPU","GET_ROWS","type=i32,n=256,m=5,r=4,be1=1,be2=1,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","GET_ROWS","type=i32,n=256,m=5,r=4,be1=1,be2=1,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","GET_ROWS","type=i32,n=256,m=5,r=4,be1=7,be2=1,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","GET_ROWS","type=i32,n=256,m=5,r=4,be1=7,be2=1,v=1","support","0","no","WebGPU" +"WebGPU: WebGPU","GET_ROWS","type=i32,n=256,m=5,r=4,be1=1,be2=1,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","GET_ROWS","type=i32,n=256,m=5,r=4,be1=1,be2=1,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","GET_ROWS","type=i32,n=256,m=5,r=4,be1=7,be2=1,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","GET_ROWS","type=i32,n=256,m=5,r=4,be1=7,be2=1,v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","GET_ROWS_BACK","type=f32,n=1,m=8,r=2,b=1,v=0","support","0","no","WebGPU" "WebGPU: WebGPU","GET_ROWS_BACK","type=f32,n=256,m=5,r=4,b=1,v=0","support","0","no","WebGPU" "WebGPU: WebGPU","GET_ROWS_BACK","type=f32,n=256,m=5,r=4,b=1,v=1","support","0","no","WebGPU" @@ -447,29 +447,29 @@ "WebGPU: WebGPU","GET_ROWS_BACK","type=iq4_xs,n=256,m=5,r=4,b=1,v=1","support","0","no","WebGPU" "WebGPU: WebGPU","GET_ROWS_BACK","type=i32,n=256,m=5,r=4,b=1,v=0","support","0","no","WebGPU" "WebGPU: WebGPU","GET_ROWS_BACK","type=i32,n=256,m=5,r=4,b=1,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[1,8,1,3],nr23=[1,1],r=2,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i32,ne=[1,8,1,3],nr23=[1,1],r=2,v=0","support","0","no","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[1,8,1,3],nr23=[1,1],r=2,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i32,ne=[1,8,1,3],nr23=[1,1],r=2,v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","SET_ROWS","type=q8_0,type_idx=i32,ne=[256,5,1,3],nr23=[1,1],r=1,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,5,1,3],nr23=[1,1],r=1,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,11,1,1],nr23=[2,3],r=7,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[3,3,1,1],nr23=[2,3],r=2,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[31,3,1,1],nr23=[2,3],r=2,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[33,5,1,1],nr23=[2,3],r=1,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,5,1,3],nr23=[1,1],r=1,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,11,1,1],nr23=[2,3],r=7,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[3,3,1,1],nr23=[2,3],r=2,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[31,3,1,1],nr23=[2,3],r=2,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[33,5,1,1],nr23=[2,3],r=1,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,5,7,3],nr23=[1,1],r=1,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,11,1,7],nr23=[2,3],r=7,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[3,3,7,1],nr23=[2,3],r=2,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[31,3,7,1],nr23=[2,3],r=2,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[33,5,1,7],nr23=[2,3],r=1,v=0","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,5,7,3],nr23=[1,1],r=1,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,11,1,7],nr23=[2,3],r=7,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[3,3,7,1],nr23=[2,3],r=2,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[31,3,7,1],nr23=[2,3],r=2,v=1","support","0","no","WebGPU" -"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[33,5,1,7],nr23=[2,3],r=1,v=1","support","0","no","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,5,1,3],nr23=[1,1],r=1,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,11,1,1],nr23=[2,3],r=7,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[3,3,1,1],nr23=[2,3],r=2,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[31,3,1,1],nr23=[2,3],r=2,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[33,5,1,1],nr23=[2,3],r=1,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,5,1,3],nr23=[1,1],r=1,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,11,1,1],nr23=[2,3],r=7,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[3,3,1,1],nr23=[2,3],r=2,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[31,3,1,1],nr23=[2,3],r=2,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[33,5,1,1],nr23=[2,3],r=1,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,5,7,3],nr23=[1,1],r=1,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,11,1,7],nr23=[2,3],r=7,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[3,3,7,1],nr23=[2,3],r=2,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[31,3,7,1],nr23=[2,3],r=2,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[33,5,1,7],nr23=[2,3],r=1,v=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,5,7,3],nr23=[1,1],r=1,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[256,11,1,7],nr23=[2,3],r=7,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[3,3,7,1],nr23=[2,3],r=2,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[31,3,7,1],nr23=[2,3],r=2,v=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","SET_ROWS","type=f32,type_idx=i64,ne=[33,5,1,7],nr23=[2,3],r=1,v=1","support","1","yes","WebGPU" "WebGPU: WebGPU","SET_ROWS","type=f16,type_idx=i64,ne=[256,5,1,3],nr23=[1,1],r=1,v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","SET_ROWS","type=f16,type_idx=i64,ne=[256,11,1,1],nr23=[2,3],r=7,v=0","support","1","yes","WebGPU" "WebGPU: WebGPU","SET_ROWS","type=f16,type_idx=i64,ne=[3,3,1,1],nr23=[2,3],r=2,v=0","support","1","yes","WebGPU" @@ -878,6 +878,54 @@ "WebGPU: WebGPU","POOL_2D","pool_type=max,type_input=f32,ne_input=[10,10,3,1],k0=3,k1=3,s0=2,s1=2,p0=0,p1=1","support","0","no","WebGPU" "WebGPU: 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+"WebGPU: WebGPU","POOL_1D","pool_type=avg,type_input=f32,ne_input=[10,3,2,1],k0=1,s0=2,p0=0","support","0","no","WebGPU" +"WebGPU: WebGPU","POOL_1D","pool_type=avg,type_input=f32,ne_input=[11,1,3,2],k0=1,s0=2,p0=0","support","0","no","WebGPU" +"WebGPU: WebGPU","POOL_1D","pool_type=avg,type_input=f32,ne_input=[128,2,1,3],k0=1,s0=2,p0=0","support","0","no","WebGPU" +"WebGPU: WebGPU","POOL_1D","pool_type=avg,type_input=f32,ne_input=[10,3,2,1],k0=1,s0=2,p0=1","support","0","no","WebGPU" +"WebGPU: WebGPU","POOL_1D","pool_type=avg,type_input=f32,ne_input=[11,1,3,2],k0=1,s0=2,p0=1","support","0","no","WebGPU" +"WebGPU: WebGPU","POOL_1D","pool_type=avg,type_input=f32,ne_input=[128,2,1,3],k0=1,s0=2,p0=1","support","0","no","WebGPU" +"WebGPU: WebGPU","POOL_1D","pool_type=avg,type_input=f32,ne_input=[10,3,2,1],k0=3,s0=1,p0=0","support","0","no","WebGPU" +"WebGPU: WebGPU","POOL_1D","pool_type=avg,type_input=f32,ne_input=[11,1,3,2],k0=3,s0=1,p0=0","support","0","no","WebGPU" +"WebGPU: 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WebGPU","POOL_1D","pool_type=max,type_input=f32,ne_input=[11,1,3,2],k0=3,s0=2,p0=1","support","0","no","WebGPU" +"WebGPU: WebGPU","POOL_1D","pool_type=max,type_input=f32,ne_input=[128,2,1,3],k0=3,s0=2,p0=1","support","0","no","WebGPU" "WebGPU: WebGPU","IM2COL","type_input=f32,type_kernel=f32,dst_type=f32,ne_input=[3000,128,1,1],ne_kernel=[3,128,1280,1],s0=1,s1=0,p0=1,p1=0,d0=1,d1=0,is_2D=0","support","0","no","WebGPU" "WebGPU: WebGPU","IM2COL","type_input=f32,type_kernel=f16,dst_type=f32,ne_input=[3000,128,1,1],ne_kernel=[3,128,1280,1],s0=1,s1=0,p0=1,p1=0,d0=1,d1=0,is_2D=0","support","0","no","WebGPU" "WebGPU: WebGPU","IM2COL","type_input=f32,type_kernel=f16,dst_type=f16,ne_input=[3000,128,1,1],ne_kernel=[3,128,1280,1],s0=1,s1=0,p0=1,p1=0,d0=1,d1=0,is_2D=0","support","0","no","WebGPU" @@ -4968,13 +5016,13 @@ "WebGPU: WebGPU","CONV_TRANSPOSE_2D","ne_input=[129,63,35,1],ne_kernel=[3,3,48,35],stride=1","support","0","no","WebGPU" "WebGPU: WebGPU","COUNT_EQUAL","type=f32,ne=[4,500,1,1]","support","0","no","WebGPU" "WebGPU: WebGPU","COUNT_EQUAL","type=f32,ne=[4,5000,1,1]","support","0","no","WebGPU" -"WebGPU: WebGPU","ARGMAX","type=f32,ne=[32,1,1,1]","support","0","no","WebGPU" -"WebGPU: WebGPU","ARGMAX","type=f32,ne=[32,513,1,1]","support","0","no","WebGPU" -"WebGPU: WebGPU","ARGMAX","type=f32,ne=[100,10,1,1]","support","0","no","WebGPU" -"WebGPU: WebGPU","ARGMAX","type=f32,ne=[1024,10,1,1]","support","0","no","WebGPU" -"WebGPU: WebGPU","ARGMAX","type=f32,ne=[1024,12,1,1]","support","0","no","WebGPU" -"WebGPU: WebGPU","ARGMAX","type=f32,ne=[2000,10,1,1]","support","0","no","WebGPU" -"WebGPU: WebGPU","ARGMAX","type=f32,ne=[5438,3,1,1]","support","0","no","WebGPU" +"WebGPU: WebGPU","ARGMAX","type=f32,ne=[32,1,1,1]","support","1","yes","WebGPU" +"WebGPU: WebGPU","ARGMAX","type=f32,ne=[32,513,1,1]","support","1","yes","WebGPU" +"WebGPU: WebGPU","ARGMAX","type=f32,ne=[100,10,1,1]","support","1","yes","WebGPU" +"WebGPU: WebGPU","ARGMAX","type=f32,ne=[1024,10,1,1]","support","1","yes","WebGPU" +"WebGPU: WebGPU","ARGMAX","type=f32,ne=[1024,12,1,1]","support","1","yes","WebGPU" +"WebGPU: WebGPU","ARGMAX","type=f32,ne=[2000,10,1,1]","support","1","yes","WebGPU" +"WebGPU: WebGPU","ARGMAX","type=f32,ne=[5438,3,1,1]","support","1","yes","WebGPU" "WebGPU: WebGPU","REPEAT","type=f32,ne=[10,5,4,1],nr=[1,1,1,1]","support","0","no","WebGPU" "WebGPU: WebGPU","REPEAT","type=f32,ne=[10,5,4,1],nr=[2,1,1,1]","support","0","no","WebGPU" "WebGPU: WebGPU","REPEAT","type=f32,ne=[10,5,4,1],nr=[1,2,1,1]","support","0","no","WebGPU" @@ -5410,8 +5458,8 @@ "WebGPU: WebGPU","CPY","type_src=f16,type_dst=f32,ne=[256,2,3,4],permute_src=[1,0,2,3],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","WebGPU" "WebGPU: WebGPU","CPY","type_src=f32,type_dst=f16,ne=[256,2,3,4],permute_src=[1,0,2,3],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","WebGPU" "WebGPU: WebGPU","CPY","type_src=f32,type_dst=f32,ne=[256,2,3,4],permute_src=[1,0,2,3],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","WebGPU" -"WebGPU: WebGPU","CPY","type_src=f32,type_dst=i32,ne=[256,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=0","support","0","no","WebGPU" -"WebGPU: WebGPU","CPY","type_src=f32,type_dst=i32,ne=[256,2,3,4],permute_src=[1,0,2,3],permute_dst=[0,0,0,0],_src_transpose=0","support","0","no","WebGPU" +"WebGPU: WebGPU","CPY","type_src=f32,type_dst=i32,ne=[256,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","CPY","type_src=f32,type_dst=i32,ne=[256,2,3,4],permute_src=[1,0,2,3],permute_dst=[0,0,0,0],_src_transpose=0","support","1","yes","WebGPU" "WebGPU: WebGPU","CPY","type_src=i32,type_dst=f32,ne=[256,2,3,4],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=0","support","0","no","WebGPU" "WebGPU: WebGPU","CPY","type_src=i32,type_dst=f32,ne=[256,2,3,4],permute_src=[1,0,2,3],permute_dst=[0,0,0,0],_src_transpose=0","support","0","no","WebGPU" "WebGPU: WebGPU","CPY","type_src=f16,type_dst=f16,ne=[256,4,3,1],permute_src=[0,0,0,0],permute_dst=[0,0,0,0],_src_transpose=1","support","1","yes","WebGPU" @@ -5697,26 +5745,49 @@ "WebGPU: WebGPU","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000000,inplace=0","support","1","yes","WebGPU" "WebGPU: WebGPU","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000000","support","0","no","WebGPU" "WebGPU: WebGPU","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","WebGPU" +"WebGPU: WebGPU","NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000000","support","0","no","WebGPU" +"WebGPU: WebGPU","RMS_NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000000,inplace=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000000","support","0","no","WebGPU" +"WebGPU: WebGPU","RMS_NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000000,inplace=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","RMS_NORM_BACK","type=f32,ne=[1025,5,4,3],eps=0.000000","support","0","no","WebGPU" +"WebGPU: WebGPU","L2_NORM","type=f32,ne=[1025,5,4,3]","support","0","no","WebGPU" "WebGPU: WebGPU","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001","support","0","no","WebGPU" "WebGPU: WebGPU","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001,inplace=0","support","1","yes","WebGPU" "WebGPU: WebGPU","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000001","support","0","no","WebGPU" "WebGPU: WebGPU","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000001,inplace=0","support","1","yes","WebGPU" "WebGPU: WebGPU","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000001","support","0","no","WebGPU" "WebGPU: WebGPU","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","WebGPU" +"WebGPU: WebGPU","NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000001","support","0","no","WebGPU" +"WebGPU: WebGPU","RMS_NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000001,inplace=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000001","support","0","no","WebGPU" +"WebGPU: WebGPU","RMS_NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000001,inplace=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","RMS_NORM_BACK","type=f32,ne=[1025,5,4,3],eps=0.000001","support","0","no","WebGPU" +"WebGPU: WebGPU","L2_NORM","type=f32,ne=[1025,5,4,3]","support","0","no","WebGPU" "WebGPU: WebGPU","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000100","support","0","no","WebGPU" "WebGPU: WebGPU","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000100,inplace=0","support","1","yes","WebGPU" "WebGPU: WebGPU","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000100","support","0","no","WebGPU" "WebGPU: WebGPU","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.000100,inplace=0","support","1","yes","WebGPU" "WebGPU: WebGPU","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.000100","support","0","no","WebGPU" "WebGPU: WebGPU","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","WebGPU" +"WebGPU: WebGPU","NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000100","support","0","no","WebGPU" +"WebGPU: WebGPU","RMS_NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.000100,inplace=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000100","support","0","no","WebGPU" +"WebGPU: WebGPU","RMS_NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.000100,inplace=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","RMS_NORM_BACK","type=f32,ne=[1025,5,4,3],eps=0.000100","support","0","no","WebGPU" +"WebGPU: WebGPU","L2_NORM","type=f32,ne=[1025,5,4,3]","support","0","no","WebGPU" "WebGPU: WebGPU","NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.100000","support","0","no","WebGPU" "WebGPU: WebGPU","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.100000,inplace=0","support","1","yes","WebGPU" "WebGPU: WebGPU","NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000","support","0","no","WebGPU" "WebGPU: WebGPU","RMS_NORM","type=f32,ne=[64,5,4,3],v=1,eps=0.100000,inplace=0","support","1","yes","WebGPU" "WebGPU: WebGPU","RMS_NORM_BACK","type=f32,ne=[64,5,4,3],eps=0.100000","support","0","no","WebGPU" "WebGPU: WebGPU","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","WebGPU" +"WebGPU: WebGPU","NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.100000","support","0","no","WebGPU" +"WebGPU: WebGPU","RMS_NORM","type=f32,ne=[1025,5,4,3],v=0,eps=0.100000,inplace=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.100000","support","0","no","WebGPU" +"WebGPU: WebGPU","RMS_NORM","type=f32,ne=[1025,5,4,3],v=1,eps=0.100000,inplace=0","support","1","yes","WebGPU" +"WebGPU: WebGPU","RMS_NORM_BACK","type=f32,ne=[1025,5,4,3],eps=0.100000","support","0","no","WebGPU" +"WebGPU: WebGPU","L2_NORM","type=f32,ne=[1025,5,4,3]","support","0","no","WebGPU" "WebGPU: WebGPU","RMS_NORM","type=f32,ne=[64,5,4,3],v=0,eps=0.000001,inplace=1","support","1","yes","WebGPU" -"WebGPU: WebGPU","L2_NORM","type=f32,ne=[64,5,4,3]","support","0","no","WebGPU" "WebGPU: WebGPU","SSM_CONV","type=f32,ne_a=[3,1024,1,1],ne_b=[3,1024,1,1]","support","0","no","WebGPU" "WebGPU: WebGPU","SSM_CONV","type=f32,ne_a=[6,1024,1,1],ne_b=[3,1024,1,1]","support","0","no","WebGPU" "WebGPU: WebGPU","SSM_CONV","type=f32,ne_a=[3,1024,4,1],ne_b=[3,1024,1,1]","support","0","no","WebGPU" @@ -6603,6 +6674,30 @@ "WebGPU: WebGPU","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=67,bs=[1,1],nr=[4,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","WebGPU" "WebGPU: WebGPU","MUL_MAT","type_a=f32,type_b=f32,m=64,n=77,k=77,bs=[12,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" "WebGPU: WebGPU","MUL_MAT","type_a=q4_0,type_b=f32,m=576,n=512,k=576,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q4_0,type_b=f32,m=1,n=2048,k=8192,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=f32,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=f16,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=bf16,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","0","no","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q4_0,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q4_1,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q5_0,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q5_1,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q8_0,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=mxfp4,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","0","no","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q2_K,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q3_K,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q4_K,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q5_K,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=q6_K,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq2_xxs,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq2_xs,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq2_s,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq3_xxs,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq1_s,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq1_m,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq4_nl,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq3_s,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" +"WebGPU: WebGPU","MUL_MAT","type_a=iq4_xs,type_b=f32,m=1,n=64,k=256,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=0,o=1","support","1","yes","WebGPU" "WebGPU: WebGPU","MUL_MAT","type_a=f16,type_b=f32,m=1056,n=1,k=128,bs=[1,1],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","1","yes","WebGPU" "WebGPU: WebGPU","MUL_MAT","type_a=f16,type_b=f32,m=128,n=1,k=1056,bs=[1,1],nr=[1,1],per=[0,1,2,3],k_v=2112,o=1","support","1","yes","WebGPU" "WebGPU: WebGPU","MUL_MAT","type_a=bf16,type_b=f32,m=1056,n=1,k=128,bs=[1,1],nr=[1,1],per=[0,2,1,3],k_v=0,o=1","support","0","no","WebGPU" @@ -8667,56 +8762,56 @@ "WebGPU: WebGPU","ADD_ID","type_a=f32,type_b=f32,n_embd=129,n_experts=8,n_experts_used=4,n_token=129","support","0","no","WebGPU" "WebGPU: WebGPU","SQR","type=f16,ne=[10,5,4,3]","support","0","no","WebGPU" "WebGPU: WebGPU","SQRT","type=f16,ne=[10,3,3,2]","support","0","no","WebGPU" 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WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","0","no","WebGPU" -"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","0","no","WebGPU" -"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","WebGPU" -"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f32,permute=[0,1,2,3]","support","0","no","WebGPU" -"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f16,permute=[0,1,2,3]","support","0","no","WebGPU" +"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","1","yes","WebGPU" +"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=32,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","1","yes","WebGPU" +"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f32,permute=[0,1,2,3]","support","1","yes","WebGPU" +"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=f16,permute=[0,1,2,3]","support","1","yes","WebGPU" "WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","0","no","WebGPU" -"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","0","no","WebGPU" -"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","0","no","WebGPU" +"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q8_0,permute=[0,1,2,3]","support","1","yes","WebGPU" +"WebGPU: WebGPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=35,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=q4_0,permute=[0,1,2,3]","support","1","yes","WebGPU" "WebGPU: WebGPU","CROSS_ENTROPY_LOSS","type=f32,ne=[10,5,4,3]","support","0","no","WebGPU" "WebGPU: WebGPU","CROSS_ENTROPY_LOSS","type=f32,ne=[30000,1,1,1]","support","0","no","WebGPU" "WebGPU: WebGPU","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[10,5,4,3]","support","0","no","WebGPU" diff --git a/ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp b/ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp index 7fdb4c8c8..84d88e81d 100644 --- a/ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp +++ b/ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp @@ -9,12 +9,28 @@ #define GGML_WEBGPU_F16_SIZE_BYTES 2 #define GGML_WEBGPU_F32_SIZE_BYTES 4 +#define GGML_WEBGPU_I32_SIZE_BYTES 4 #define GGML_WEBGPU_FLASH_ATTN_PREFERRED_KV_SG_TILES 8u #define GGML_WEBGPU_FLASH_ATTN_PREFERRED_WG_SIZE 128u // Matches GGML_PAD(..., 256) in src/llama-context.cpp for KV cache sizing. #define GGML_WEBGPU_KV_SEQ_PAD 256u -struct ggml_webgpu_flash_attn_shader_lib_context { +#define GGML_WEBGPU_ARGSORT_MERGE_MAX_WG_SIZE 512u + +struct ggml_webgpu_processed_shader { + std::string wgsl; + std::string variant; + void * decisions; +}; + +// Same hash combine function as in boost +template inline void ggml_webgpu_hash_combine(size_t & seed, const T & value) { + seed ^= std::hash{}(value) + 0x9e3779b9 + (seed << 6) + (seed >> 2); +} + +/** FlashAttention */ + +struct ggml_webgpu_flash_attn_pipeline_key { ggml_type kv_type; uint32_t head_dim_qk; uint32_t head_dim_v; @@ -22,11 +38,35 @@ struct ggml_webgpu_flash_attn_shader_lib_context { bool has_mask; bool has_sinks; bool uses_logit_softcap; - uint32_t sg_mat_m; - uint32_t sg_mat_n; - uint32_t sg_mat_k; - size_t wg_mem_limit_bytes; - uint32_t max_subgroup_size; + + bool operator==(const ggml_webgpu_flash_attn_pipeline_key & other) const { + return kv_type == other.kv_type && head_dim_qk == other.head_dim_qk && head_dim_v == other.head_dim_v && + kv_direct == other.kv_direct && has_mask == other.has_mask && has_sinks == other.has_sinks && + uses_logit_softcap == other.uses_logit_softcap; + } +}; + +struct ggml_webgpu_flash_attn_pipeline_key_hash { + size_t operator()(const ggml_webgpu_flash_attn_pipeline_key & key) const { + size_t seed = 0; + ggml_webgpu_hash_combine(seed, key.kv_type); + ggml_webgpu_hash_combine(seed, key.head_dim_qk); + ggml_webgpu_hash_combine(seed, key.head_dim_v); + ggml_webgpu_hash_combine(seed, key.kv_direct); + ggml_webgpu_hash_combine(seed, key.has_mask); + ggml_webgpu_hash_combine(seed, key.has_sinks); + ggml_webgpu_hash_combine(seed, key.uses_logit_softcap); + return seed; + } +}; + +struct ggml_webgpu_flash_attn_shader_lib_context { + ggml_webgpu_flash_attn_pipeline_key key; + uint32_t sg_mat_m; + uint32_t sg_mat_n; + uint32_t sg_mat_k; + size_t wg_mem_limit_bytes; + uint32_t max_subgroup_size; }; struct ggml_webgpu_flash_attn_shader_decisions { @@ -35,12 +75,6 @@ struct ggml_webgpu_flash_attn_shader_decisions { uint32_t wg_size = 0; }; -struct ggml_webgpu_processed_shader { - std::string wgsl; - std::string variant; - ggml_webgpu_flash_attn_shader_decisions decisions; -}; - // This is exposed because it's necessary in supports_op inline size_t ggml_webgpu_flash_attn_wg_mem_bytes(uint32_t q_tile, uint32_t kv_tile, @@ -66,15 +100,16 @@ inline size_t ggml_webgpu_flash_attn_wg_mem_bytes(uint32_t q_tile, } static uint32_t ggml_webgpu_flash_attn_max_kv_tile(const ggml_webgpu_flash_attn_shader_lib_context & context) { - const size_t limit_bytes = context.wg_mem_limit_bytes; - const size_t q_tile = context.sg_mat_m; - const size_t base_q_bytes = (context.head_dim_qk + context.head_dim_v) * q_tile * GGML_WEBGPU_F16_SIZE_BYTES + - 2 * q_tile * GGML_WEBGPU_F32_SIZE_BYTES; + const size_t limit_bytes = context.wg_mem_limit_bytes; + const size_t q_tile = context.sg_mat_m; + const size_t base_q_bytes = + (context.key.head_dim_qk + context.key.head_dim_v) * q_tile * GGML_WEBGPU_F16_SIZE_BYTES + + 2 * q_tile * GGML_WEBGPU_F32_SIZE_BYTES; size_t bytes_per_kv = 0; - if (!context.kv_direct) { - bytes_per_kv += std::max(context.head_dim_qk, context.head_dim_v); + if (!context.key.kv_direct) { + bytes_per_kv += std::max(context.key.head_dim_qk, context.key.head_dim_v); } - if (context.has_mask) { + if (context.key.has_mask) { bytes_per_kv += q_tile; } bytes_per_kv += q_tile; @@ -90,7 +125,7 @@ inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_flash_attn_shader( std::vector defines; std::string variant = "flash_attn"; - switch (context.kv_type) { + switch (context.key.kv_type) { case GGML_TYPE_F32: defines.push_back("KV_F32"); break; @@ -106,32 +141,31 @@ inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_flash_attn_shader( default: GGML_ABORT("Unsupported KV type for flash attention shader"); } - variant += std::string("_") + ggml_type_name(context.kv_type); + variant += std::string("_") + ggml_type_name(context.key.kv_type); - if (context.has_mask) { + if (context.key.has_mask) { defines.push_back("MASK"); variant += "_mask"; } - if (context.has_sinks) { + if (context.key.has_sinks) { defines.push_back("SINKS"); variant += "_sinks"; } - if (context.uses_logit_softcap) { + if (context.key.uses_logit_softcap) { defines.push_back("LOGIT_SOFTCAP"); variant += "_lgsc"; } - if (context.kv_direct) { + if (context.key.kv_direct) { defines.push_back("KV_DIRECT"); variant += "_kvdirect"; } - defines.push_back(std::string("HEAD_DIM_QK=") + std::to_string(context.head_dim_qk)); - variant += std::string("_hsqk") + std::to_string(context.head_dim_qk); - - defines.push_back(std::string("HEAD_DIM_V=") + std::to_string(context.head_dim_v)); - variant += std::string("_hsv") + std::to_string(context.head_dim_v); + defines.push_back(std::string("HEAD_DIM_QK=") + std::to_string(context.key.head_dim_qk)); + variant += std::string("_hsqk") + std::to_string(context.key.head_dim_qk); + defines.push_back(std::string("HEAD_DIM_V=") + std::to_string(context.key.head_dim_v)); + variant += std::string("_hsv") + std::to_string(context.key.head_dim_v); // For now these are not part of the variant name defines.push_back(std::string("SG_MAT_M=") + std::to_string(context.sg_mat_m)); defines.push_back(std::string("SG_MAT_N=") + std::to_string(context.sg_mat_n)); @@ -141,7 +175,7 @@ inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_flash_attn_shader( uint32_t q_tile = context.sg_mat_m; uint32_t kv_tile = std::min(ggml_webgpu_flash_attn_max_kv_tile(context), context.sg_mat_n * GGML_WEBGPU_FLASH_ATTN_PREFERRED_KV_SG_TILES); - if (context.kv_direct) { + if (context.key.kv_direct) { GGML_ASSERT(kv_tile <= GGML_WEBGPU_KV_SEQ_PAD); // Avoids having to use bounds-checks and decreasing performance for direct KV loads while (GGML_WEBGPU_KV_SEQ_PAD % kv_tile != 0) { @@ -158,11 +192,276 @@ inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_flash_attn_shader( defines.push_back(std::string("WG_SIZE=") + std::to_string(wg_size)); ggml_webgpu_processed_shader result; - result.wgsl = preprocessor.preprocess(shader_src, defines); - result.variant = variant; - result.decisions.q_tile = q_tile; - result.decisions.kv_tile = kv_tile; - result.decisions.wg_size = wg_size; + result.wgsl = preprocessor.preprocess(shader_src, defines); + result.variant = variant; + ggml_webgpu_flash_attn_shader_decisions * decisions = new ggml_webgpu_flash_attn_shader_decisions(); + decisions->q_tile = q_tile; + decisions->kv_tile = kv_tile; + decisions->wg_size = wg_size; + result.decisions = decisions; + return result; +} + +/** Generic **/ + +struct ggml_webgpu_generic_shader_lib_context { + int vec4; + uint32_t max_wg_size; +}; + +struct ggml_webgpu_generic_shader_decisions { + uint32_t wg_size; +}; + +inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_generic_shader( + pre_wgsl::Preprocessor & preprocessor, + const char * shader_src, + const ggml_webgpu_generic_shader_lib_context & context, + const std::string & base_variant) { + std::vector defines; + std::string variant = base_variant; + + if (context.vec4) { + defines.push_back("VEC4"); + variant += "_vec"; + } + + defines.push_back(std::string("WG_SIZE=") + std::to_string(context.max_wg_size)); + + ggml_webgpu_processed_shader result; + result.wgsl = preprocessor.preprocess(shader_src, defines); + result.variant = variant; + return result; +} + +/** Pad **/ + +struct ggml_webgpu_pad_pipeline_key { + bool circular; + + bool operator==(const ggml_webgpu_pad_pipeline_key & other) const { return circular == other.circular; } +}; + +struct ggml_webgpu_pad_pipeline_key_hash { + size_t operator()(const ggml_webgpu_pad_pipeline_key & key) const { + size_t seed = 0; + ggml_webgpu_hash_combine(seed, key.circular); + return seed; + } +}; + +struct ggml_webgpu_pad_shader_lib_context { + ggml_webgpu_pad_pipeline_key key; + uint32_t max_wg_size; +}; + +inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_pad_shader( + pre_wgsl::Preprocessor & preprocessor, + const char * shader_src, + const ggml_webgpu_pad_shader_lib_context & context) { + std::vector defines; + std::string variant = "pad"; + + if (context.key.circular) { + defines.push_back("CIRCULAR"); + variant += "_circular"; + } + + defines.push_back(std::string("WG_SIZE=") + std::to_string(context.max_wg_size)); + + ggml_webgpu_processed_shader result; + result.wgsl = preprocessor.preprocess(shader_src, defines); + result.variant = variant; + ggml_webgpu_generic_shader_decisions * decisions = new ggml_webgpu_generic_shader_decisions(); + decisions->wg_size = context.max_wg_size; + result.decisions = decisions; + return result; +} + +/** Argsort **/ + +struct ggml_webgpu_argsort_shader_lib_context { + uint32_t max_wg_size; + size_t wg_mem_limit_bytes; + int32_t order; +}; + +struct ggml_webgpu_argsort_shader_decisions { + uint32_t wg_size = 0; +}; + +inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_argsort_shader( + pre_wgsl::Preprocessor & preprocessor, + const char * shader_src, + const ggml_webgpu_argsort_shader_lib_context & context) { + std::vector defines; + std::string variant = "argsort"; + defines.push_back(std::string("ORDER=") + std::to_string(context.order)); + variant += std::string("_order") + std::to_string(context.order); + uint32_t wg_size = 1; + while (wg_size * 2 <= context.max_wg_size && + wg_size * GGML_WEBGPU_I32_SIZE_BYTES <= context.wg_mem_limit_bytes / 2) { + wg_size *= 2; + } + defines.push_back(std::string("WG_SIZE=") + std::to_string(wg_size)); + ggml_webgpu_processed_shader result; + result.wgsl = preprocessor.preprocess(shader_src, defines); + result.variant = variant; + ggml_webgpu_argsort_shader_decisions * decisions = new ggml_webgpu_argsort_shader_decisions(); + decisions->wg_size = wg_size; + result.decisions = decisions; + return result; +} + +inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_argsort_merge_shader( + pre_wgsl::Preprocessor & preprocessor, + const char * shader_src, + const ggml_webgpu_argsort_shader_lib_context & context) { + std::vector defines; + std::string variant = "argsort_merge"; + defines.push_back(std::string("ORDER=") + std::to_string(context.order)); + variant += std::string("_order") + std::to_string(context.order); + uint32_t wg_size = std::min(GGML_WEBGPU_ARGSORT_MERGE_MAX_WG_SIZE, context.max_wg_size); + defines.push_back(std::string("WG_SIZE=") + std::to_string(wg_size)); + ggml_webgpu_processed_shader result; + result.wgsl = preprocessor.preprocess(shader_src, defines); + result.variant = variant; + ggml_webgpu_argsort_shader_decisions * decisions = new ggml_webgpu_argsort_shader_decisions(); + decisions->wg_size = wg_size; + result.decisions = decisions; + return result; +} + +/** Set Rows **/ + +struct ggml_webgpu_set_rows_pipeline_key { + int dst_type; + int vec4; + int i64_idx; + + bool operator==(const ggml_webgpu_set_rows_pipeline_key & other) const { + return dst_type == other.dst_type && vec4 == other.vec4 && i64_idx == other.i64_idx; + } +}; + +struct ggml_webgpu_set_rows_pipeline_key_hash { + size_t operator()(const ggml_webgpu_set_rows_pipeline_key & key) const { + size_t seed = 0; + ggml_webgpu_hash_combine(seed, key.dst_type); + ggml_webgpu_hash_combine(seed, key.vec4); + ggml_webgpu_hash_combine(seed, key.i64_idx); + return seed; + } +}; + +struct ggml_webgpu_set_rows_shader_lib_context { + ggml_webgpu_set_rows_pipeline_key key; + uint32_t max_wg_size; +}; + +inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_set_rows_shader( + pre_wgsl::Preprocessor & preprocessor, + const char * shader_src, + const ggml_webgpu_set_rows_shader_lib_context & context) { + std::vector defines; + std::string variant = "set_rows"; + + switch (context.key.dst_type) { + case GGML_TYPE_F32: + defines.push_back("DST_F32"); + variant += "_dstf32"; + break; + case GGML_TYPE_F16: + defines.push_back("DST_F16"); + variant += "_dstf16"; + break; + default: + GGML_ABORT("Unsupported dst type for set_rows shader"); + } + + if (context.key.vec4) { + defines.push_back("VEC4"); + variant += "_vec"; + } + if (context.key.i64_idx) { + defines.push_back("I64_IDX"); + variant += "_i64idx"; + } + + defines.push_back(std::string("WG_SIZE=") + std::to_string(context.max_wg_size)); + + ggml_webgpu_processed_shader result; + result.wgsl = preprocessor.preprocess(shader_src, defines); + result.variant = variant; + ggml_webgpu_generic_shader_decisions * decisions = new ggml_webgpu_generic_shader_decisions(); + decisions->wg_size = context.max_wg_size; + result.decisions = decisions; + return result; +} + +struct ggml_webgpu_unary_pipeline_key { + int type; + int op; + bool is_unary; // many unary operators fall under the GGML_OP_UNARY umbrella + bool inplace; + + bool operator==(const ggml_webgpu_unary_pipeline_key & other) const { + return type == other.type && op == other.op && is_unary == other.is_unary && inplace == other.inplace; + } +}; + +struct ggml_webgpu_unary_pipeline_key_hash { + size_t operator()(const ggml_webgpu_unary_pipeline_key & key) const { + size_t seed = 0; + ggml_webgpu_hash_combine(seed, key.type); + ggml_webgpu_hash_combine(seed, key.op); + ggml_webgpu_hash_combine(seed, key.is_unary); + ggml_webgpu_hash_combine(seed, key.inplace); + return seed; + } +}; + +struct ggml_webgpu_unary_shader_lib_context { + ggml_webgpu_unary_pipeline_key key; + uint32_t max_wg_size; +}; + +inline ggml_webgpu_processed_shader ggml_webgpu_preprocess_unary_shader( + pre_wgsl::Preprocessor & preprocessor, + const char * shader_src, + const ggml_webgpu_unary_shader_lib_context & context) { + std::vector defines; + std::string variant = context.key.is_unary ? ggml_unary_op_name((ggml_unary_op) context.key.op) : + ggml_op_name((ggml_op) context.key.op); + // Operation-specific behavior + defines.push_back(variant); + + switch (context.key.type) { + case GGML_TYPE_F32: + defines.push_back("TYPE_F32"); + variant += "_f32"; + break; + case GGML_TYPE_F16: + defines.push_back("TYPE_F16"); + variant += "_f16"; + break; + default: + GGML_ABORT("Unsupported type for unary shader"); + } + + if (context.key.inplace) { + defines.push_back("INPLACE"); + variant += "_inplace"; + } + + defines.push_back(std::string("WG_SIZE=") + std::to_string(context.max_wg_size)); + + ggml_webgpu_processed_shader result; + result.wgsl = preprocessor.preprocess(shader_src, defines); + result.variant = variant; + ggml_webgpu_generic_shader_decisions * decisions = new ggml_webgpu_generic_shader_decisions(); + decisions->wg_size = context.max_wg_size; + result.decisions = decisions; return result; } diff --git a/ggml/src/ggml-webgpu/ggml-webgpu.cpp b/ggml/src/ggml-webgpu/ggml-webgpu.cpp index 5b8f7f72d..1470378af 100644 --- a/ggml/src/ggml-webgpu/ggml-webgpu.cpp +++ b/ggml/src/ggml-webgpu/ggml-webgpu.cpp @@ -259,7 +259,7 @@ struct webgpu_pipeline { struct webgpu_command { wgpu::CommandBuffer commands; - webgpu_pool_bufs params_bufs; + std::vector params_bufs; std::optional set_rows_error_bufs; #ifdef GGML_WEBGPU_GPU_PROFILE webgpu_gpu_profile_bufs timestamp_query_bufs; @@ -267,46 +267,6 @@ struct webgpu_command { #endif }; -struct flash_attn_pipeline_key { - int q_type; - int kv_type; - int dst_type; - uint32_t head_dim_qk; - uint32_t head_dim_v; - bool kv_direct; - bool has_mask; - bool has_sinks; - bool uses_logit_softcap; - - bool operator==(const flash_attn_pipeline_key & other) const { - return q_type == other.q_type && kv_type == other.kv_type && dst_type == other.dst_type && - head_dim_qk == other.head_dim_qk && head_dim_v == other.head_dim_v && kv_direct == other.kv_direct && - has_mask == other.has_mask && has_sinks == other.has_sinks && - uses_logit_softcap == other.uses_logit_softcap; - } -}; - -// Same hash combine function as in boost -template inline void ggml_webgpu_hash_combine(size_t & seed, const T & value) { - seed ^= std::hash{}(value) + 0x9e3779b9 + (seed << 6) + (seed >> 2); -} - -struct flash_attn_pipeline_key_hash { - size_t operator()(const flash_attn_pipeline_key & key) const { - size_t seed = 0; - ggml_webgpu_hash_combine(seed, key.q_type); - ggml_webgpu_hash_combine(seed, key.kv_type); - ggml_webgpu_hash_combine(seed, key.dst_type); - ggml_webgpu_hash_combine(seed, key.head_dim_qk); - ggml_webgpu_hash_combine(seed, key.head_dim_v); - ggml_webgpu_hash_combine(seed, key.kv_direct); - ggml_webgpu_hash_combine(seed, key.has_mask); - ggml_webgpu_hash_combine(seed, key.has_sinks); - ggml_webgpu_hash_combine(seed, key.uses_logit_softcap); - return seed; - } -}; - // All the base objects needed to run operations on a WebGPU device struct webgpu_context_struct { wgpu::Instance instance; @@ -336,9 +296,17 @@ struct webgpu_context_struct { std::map>> mul_mat_vec_pipelines; // src0_type, src1_type, vectorized - std::unordered_map flash_attn_pipelines; + std::unordered_map + flash_attn_pipelines; - std::map> set_rows_pipelines; // dst_type, vectorized + std::unordered_map argmax_pipelines; // key is vec4 + std::unordered_map argsort_pipelines; // key is order (asc/desc) + std::unordered_map argsort_merge_pipelines; // key is order (asc/desc) + std::unordered_map cumsum_pipelines; // key is fixed, no variants yet + std::unordered_map sum_rows_pipelines; // key is fixed, no variants yet + + std::unordered_map + set_rows_pipelines; std::map> get_rows_pipelines; // src_type, vectorized std::map> cpy_pipelines; // src_type, dst_type @@ -352,7 +320,9 @@ struct webgpu_context_struct { std::map>> glu_pipelines; // glu_op, type, split std::map scale_pipelines; // inplace std::map>> soft_max_pipelines; // mask_type, has_sink, inplace - std::map>> unary_pipelines; // unary_op, type, inplace + std::unordered_map + unary_pipelines; + std::unordered_map pad_pipelines; size_t memset_bytes_per_thread; @@ -547,7 +517,7 @@ static webgpu_submission_futures ggml_backend_webgpu_submit(webgpu_context ctx, for (const auto & command : commands) { command_buffers.push_back(command.commands); - params_bufs.push_back(command.params_bufs); + params_bufs.insert(params_bufs.end(), command.params_bufs.begin(), command.params_bufs.end()); if (command.set_rows_error_bufs) { set_rows_error_bufs.push_back(command.set_rows_error_bufs.value()); } @@ -563,7 +533,7 @@ static webgpu_submission_futures ggml_backend_webgpu_submit(webgpu_context ctx, GGML_LOG_ERROR("ggml_webgpu: Failed to submit commands: %s\n", std::string(message).c_str()); } // Free the staged buffers - ctx->param_buf_pool.free_bufs({ params_bufs }); + ctx->param_buf_pool.free_bufs(params_bufs); }); futures.push_back({ p_f }); @@ -610,42 +580,60 @@ static webgpu_submission_futures ggml_backend_webgpu_submit(webgpu_context ctx, return { futures }; } -static webgpu_command ggml_backend_webgpu_build(webgpu_context & ctx, - webgpu_pipeline & pipeline, - std::vector params, - std::vector bind_group_entries, - uint32_t wg_x, - uint32_t wg_y = 1, - std::optional set_rows_error_bufs = std::nullopt) { - webgpu_pool_bufs params_bufs = ctx->param_buf_pool.alloc_bufs(); +static webgpu_command ggml_backend_webgpu_build_multi( + webgpu_context & ctx, + const std::vector & pipelines, + const std::vector> & params_list, + const std::vector> & bind_group_entries_list, + const std::vector> & workgroups_list, + const std::optional & set_rows_error_bufs = std::nullopt) { + GGML_ASSERT(pipelines.size() == params_list.size()); + GGML_ASSERT(pipelines.size() == bind_group_entries_list.size()); + GGML_ASSERT(pipelines.size() == workgroups_list.size()); - ggml_backend_webgpu_map_buffer(ctx, params_bufs.host_buf, wgpu::MapMode::Write, 0, params_bufs.host_buf.GetSize()); - uint32_t * _params = (uint32_t *) params_bufs.host_buf.GetMappedRange(); - for (size_t i = 0; i < params.size(); i++) { - _params[i] = params[i]; - }; + std::vector params_bufs_list; + std::vector bind_groups; - params_bufs.host_buf.Unmap(); + for (size_t i = 0; i < pipelines.size(); i++) { + webgpu_pool_bufs params_bufs = ctx->param_buf_pool.alloc_bufs(); - uint32_t params_bufs_binding_num = bind_group_entries.size(); - bind_group_entries.push_back({ .binding = params_bufs_binding_num, - .buffer = params_bufs.dev_buf, - .offset = 0, - .size = params_bufs.dev_buf.GetSize() }); + ggml_backend_webgpu_map_buffer(ctx, params_bufs.host_buf, wgpu::MapMode::Write, 0, + params_bufs.host_buf.GetSize()); + uint32_t * _params = (uint32_t *) params_bufs.host_buf.GetMappedRange(); + for (size_t j = 0; j < params_list[i].size(); j++) { + _params[j] = params_list[i][j]; + } + params_bufs.host_buf.Unmap(); - wgpu::BindGroupDescriptor bind_group_desc; - bind_group_desc.layout = pipeline.pipeline.GetBindGroupLayout(0); - bind_group_desc.entryCount = bind_group_entries.size(); - bind_group_desc.entries = bind_group_entries.data(); - bind_group_desc.label = pipeline.name.c_str(); - wgpu::BindGroup bind_group = ctx->device.CreateBindGroup(&bind_group_desc); + std::vector entries = bind_group_entries_list[i]; + uint32_t params_binding_num = entries.size(); + entries.push_back({ .binding = params_binding_num, + .buffer = params_bufs.dev_buf, + .offset = 0, + .size = params_bufs.dev_buf.GetSize() }); + + wgpu::BindGroupDescriptor bind_group_desc; + bind_group_desc.layout = pipelines[i].pipeline.GetBindGroupLayout(0); + bind_group_desc.entryCount = entries.size(); + bind_group_desc.entries = entries.data(); + bind_group_desc.label = pipelines[i].name.c_str(); + bind_groups.push_back(ctx->device.CreateBindGroup(&bind_group_desc)); + + params_bufs_list.push_back(params_bufs); + } wgpu::CommandEncoder encoder = ctx->device.CreateCommandEncoder(); - encoder.CopyBufferToBuffer(params_bufs.host_buf, 0, params_bufs.dev_buf, 0, params_bufs.dev_buf.GetSize()); + for (const auto & params_bufs : params_bufs_list) { + encoder.CopyBufferToBuffer(params_bufs.host_buf, 0, params_bufs.dev_buf, 0, params_bufs.dev_buf.GetSize()); + } + + // If there are SET_ROWS operations in this submission, copy their error buffers to the host. + if (set_rows_error_bufs) { + encoder.CopyBufferToBuffer(set_rows_error_bufs->dev_buf, 0, set_rows_error_bufs->host_buf, 0, + set_rows_error_bufs->host_buf.GetSize()); + } #ifdef GGML_WEBGPU_GPU_PROFILE - // --- Profiling: GPU timestamp queries --- - // Allocate a timestamp query buffer (2 timestamps: start/end) webgpu_gpu_profile_bufs ts_bufs = ctx->timestamp_query_buf_pool.alloc_bufs(); if (ts_bufs.host_buf.GetMapState() == wgpu::BufferMapState::Mapped) { ts_bufs.host_buf.Unmap(); @@ -659,35 +647,45 @@ static webgpu_command ggml_backend_webgpu_build(webgpu_context & #else wgpu::ComputePassEncoder pass = encoder.BeginComputePass(); #endif - pass.SetPipeline(pipeline.pipeline); - pass.SetBindGroup(0, bind_group); - pass.DispatchWorkgroups(wg_x, wg_y, 1); + for (size_t i = 0; i < pipelines.size(); i++) { + pass.SetPipeline(pipelines[i].pipeline); + pass.SetBindGroup(0, bind_groups[i]); + pass.DispatchWorkgroups(workgroups_list[i].first, workgroups_list[i].second, 1); + } pass.End(); #ifdef GGML_WEBGPU_GPU_PROFILE - // Resolve the query set into the device buffer encoder.ResolveQuerySet(ts_bufs.query_set, 0, 2, ts_bufs.dev_buf, 0); encoder.CopyBufferToBuffer(ts_bufs.dev_buf, 0, ts_bufs.host_buf, 0, ts_bufs.host_buf.GetSize()); #endif - // If there are SET_ROWS operations in this submission, copy their error buffers to the host. - if (set_rows_error_bufs) { - encoder.CopyBufferToBuffer(set_rows_error_bufs->dev_buf, 0, set_rows_error_bufs->host_buf, 0, - set_rows_error_bufs->host_buf.GetSize()); - } - wgpu::CommandBuffer commands = encoder.Finish(); webgpu_command result = {}; result.commands = commands; - result.params_bufs = params_bufs; + result.params_bufs = params_bufs_list; result.set_rows_error_bufs = set_rows_error_bufs; #ifdef GGML_WEBGPU_GPU_PROFILE result.timestamp_query_bufs = ts_bufs; - result.pipeline_name = pipeline.name; + // TODO: handle multiple pipeline names + result.pipeline_name = pipelines.front().name; #endif return result; } +static webgpu_command ggml_backend_webgpu_build(webgpu_context & ctx, + webgpu_pipeline & pipeline, + std::vector params, + std::vector bind_group_entries, + uint32_t wg_x, + uint32_t wg_y = 1, + std::optional set_rows_error_bufs = std::nullopt) { + return ggml_backend_webgpu_build_multi(ctx, + { + pipeline + }, + { params }, { bind_group_entries }, { { wg_x, wg_y } }, set_rows_error_bufs); +} + static void ggml_backend_webgpu_buffer_memset(webgpu_context & ctx, wgpu::Buffer & buf, uint32_t value, @@ -823,6 +821,79 @@ static webgpu_command ggml_webgpu_cpy(webgpu_context & ctx, ggml_tensor * src, g return ggml_backend_webgpu_build(ctx, ctx->cpy_pipelines[src->type][dst->type], params, entries, wg_x); } +static webgpu_command ggml_webgpu_pad(webgpu_context & ctx, ggml_tensor * src, ggml_tensor * dst) { + const bool circular = ggml_get_op_params_i32(dst, 8) != 0; + + ggml_webgpu_pad_pipeline_key pipeline_key = { .circular = circular }; + ggml_webgpu_pad_shader_lib_context shader_lib_ctx = { .key = pipeline_key, + .max_wg_size = + ctx->limits.maxComputeInvocationsPerWorkgroup }; + + webgpu_pipeline pipeline; + { + // TODO: remove guard once pipeline caches are per-thread + std::lock_guard lock(ctx->mutex); + auto it = ctx->pad_pipelines.find(pipeline_key); + if (it != ctx->pad_pipelines.end()) { + pipeline = it->second; + } else { + ggml_webgpu_processed_shader processed = + ggml_webgpu_preprocess_pad_shader(ctx->p, wgsl_pad, shader_lib_ctx); + pipeline = ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); + pipeline.context = processed.decisions; + ctx->pad_pipelines.emplace(pipeline_key, pipeline); + } + } + + ggml_webgpu_generic_shader_decisions decisions = + *static_cast(pipeline.context); + + const uint32_t ne = (uint32_t) ggml_nelements(dst); + + std::vector params = { + ne, + (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, src) / ggml_type_size(src->type)), + (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, dst) / ggml_type_size(dst->type)), + // Strides (in elements) + (uint32_t) (src->nb[0] / ggml_type_size(src->type)), + (uint32_t) (src->nb[1] / ggml_type_size(src->type)), + (uint32_t) (src->nb[2] / ggml_type_size(src->type)), + (uint32_t) (src->nb[3] / ggml_type_size(src->type)), + // Shapes + (uint32_t) src->ne[0], + (uint32_t) src->ne[1], + (uint32_t) src->ne[2], + (uint32_t) src->ne[3], + (uint32_t) dst->ne[0], + (uint32_t) dst->ne[1], + (uint32_t) dst->ne[2], + (uint32_t) dst->ne[3], + // Pad sizes + (uint32_t) ggml_get_op_params_i32(dst, 0), + (uint32_t) ggml_get_op_params_i32(dst, 1), + (uint32_t) ggml_get_op_params_i32(dst, 2), + (uint32_t) ggml_get_op_params_i32(dst, 3), + (uint32_t) ggml_get_op_params_i32(dst, 4), + (uint32_t) ggml_get_op_params_i32(dst, 5), + (uint32_t) ggml_get_op_params_i32(dst, 6), + (uint32_t) ggml_get_op_params_i32(dst, 7), + }; + + std::vector entries = { + { .binding = 0, + .buffer = ggml_webgpu_tensor_buf(src), + .offset = ggml_webgpu_tensor_align_offset(ctx, src), + .size = ggml_webgpu_tensor_binding_size(ctx, src) }, + { .binding = 1, + .buffer = ggml_webgpu_tensor_buf(dst), + .offset = ggml_webgpu_tensor_align_offset(ctx, dst), + .size = ggml_webgpu_tensor_binding_size(ctx, dst) } + }; + + uint32_t wg_x = CEIL_DIV(ne, decisions.wg_size); + return ggml_backend_webgpu_build(ctx, pipeline, params, entries, wg_x); +} + static std::optional ggml_webgpu_set_rows(webgpu_context & ctx, ggml_tensor * src, ggml_tensor * idx, @@ -832,9 +903,39 @@ static std::optional ggml_webgpu_set_rows(webgpu_context & ctx, return std::nullopt; } - webgpu_pool_bufs error_bufs = ctx->set_rows_error_buf_pool.alloc_bufs(); - if (error_bufs.host_buf.GetMapState() == wgpu::BufferMapState::Mapped) { - error_bufs.host_buf.Unmap(); + ggml_webgpu_set_rows_pipeline_key key = { .dst_type = dst->type, + .vec4 = src->ne[0] % 4 == 0, + .i64_idx = idx->type == GGML_TYPE_I64 }; + + ggml_webgpu_set_rows_shader_lib_context shader_lib_ctx = { .key = key, + .max_wg_size = + ctx->limits.maxComputeInvocationsPerWorkgroup }; + + webgpu_pipeline pipeline; + // TODO: remove guard once pipeline caches are per-thread + { + std::lock_guard lock(ctx->mutex); + auto it = ctx->set_rows_pipelines.find(key); + if (it != ctx->set_rows_pipelines.end()) { + pipeline = it->second; + } else { + ggml_webgpu_processed_shader processed = + ggml_webgpu_preprocess_set_rows_shader(ctx->p, wgsl_set_rows, shader_lib_ctx); + pipeline = ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); + pipeline.context = processed.decisions; + ctx->set_rows_pipelines.emplace(key, pipeline); + } + } + + ggml_webgpu_generic_shader_decisions decisions = + *static_cast(pipeline.context); + + std::optional error_bufs = std::nullopt; + if (key.i64_idx) { + error_bufs = ctx->set_rows_error_buf_pool.alloc_bufs(); + if (error_bufs->host_buf.GetMapState() == wgpu::BufferMapState::Mapped) { + error_bufs->host_buf.Unmap(); + } } std::vector params = { @@ -865,21 +966,21 @@ static std::optional ggml_webgpu_set_rows(webgpu_context & ctx, { .binding = 2, .buffer = ggml_webgpu_tensor_buf(dst), .offset = ggml_webgpu_tensor_align_offset(ctx, dst), - .size = ggml_webgpu_tensor_binding_size(ctx, dst) }, - { .binding = 3, .buffer = error_bufs.dev_buf, .offset = 0, .size = error_bufs.dev_buf.GetSize() } + .size = ggml_webgpu_tensor_binding_size(ctx, dst) } }; - int vectorized = src->ne[0] % 4 == 0; - webgpu_pipeline pipeline = ctx->set_rows_pipelines[0][vectorized]; - uint32_t threads; - if (vectorized) { + if (key.i64_idx) { + entries.push_back( + { .binding = 3, .buffer = error_bufs->dev_buf, .offset = 0, .size = error_bufs->dev_buf.GetSize() }); + } + + uint32_t threads; + if (key.vec4) { threads = (src->ne[1] * src->ne[2] * src->ne[3]) * (src->ne[0] / 4); } else { threads = src->ne[0] * src->ne[1] * src->ne[2] * src->ne[3]; } - - uint32_t wg_x = CEIL_DIV(threads, WEBGPU_MAX_WG_SIZE); - + uint32_t wg_x = CEIL_DIV(threads, decisions.wg_size); return ggml_backend_webgpu_build(ctx, pipeline, params, entries, wg_x, 1, error_bufs); } @@ -1112,10 +1213,8 @@ static webgpu_command ggml_webgpu_flash_attn(webgpu_context & ctx, bool kv_direct = (K->type == GGML_TYPE_F16) && (Q->ne[0] % ctx->sg_mat_k == 0) && (K->ne[1] % GGML_WEBGPU_KV_SEQ_PAD == 0); - flash_attn_pipeline_key key = { - .q_type = Q->type, + ggml_webgpu_flash_attn_pipeline_key key = { .kv_type = K->type, - .dst_type = dst->type, .head_dim_qk = (uint32_t) Q->ne[0], .head_dim_v = (uint32_t) V->ne[0], .kv_direct = kv_direct, @@ -1125,29 +1224,17 @@ static webgpu_command ggml_webgpu_flash_attn(webgpu_context & ctx, }; webgpu_pipeline pipeline; - ggml_webgpu_flash_attn_shader_decisions decisions = {}; - - auto it = ctx->flash_attn_pipelines.find(key); - if (it != ctx->flash_attn_pipelines.end()) { - pipeline = it->second; - decisions = *static_cast(pipeline.context); - } else { + // TODO: remove guard once pipeline caches are per-thread + { std::lock_guard lock(ctx->mutex); - it = ctx->flash_attn_pipelines.find(key); + auto it = ctx->flash_attn_pipelines.find(key); if (it != ctx->flash_attn_pipelines.end()) { pipeline = it->second; - decisions = *static_cast(pipeline.context); } else { - ggml_webgpu_flash_attn_shader_lib_context shader_lib_ctx = { .kv_type = K->type, - .head_dim_qk = (uint32_t) Q->ne[0], - .head_dim_v = (uint32_t) V->ne[0], - .kv_direct = kv_direct, - .has_mask = static_cast(has_mask), - .has_sinks = static_cast(has_sinks), - .uses_logit_softcap = logit_softcap != 0.0f, - .sg_mat_m = ctx->sg_mat_m, - .sg_mat_n = ctx->sg_mat_n, - .sg_mat_k = ctx->sg_mat_k, + ggml_webgpu_flash_attn_shader_lib_context shader_lib_ctx = { .key = key, + .sg_mat_m = ctx->sg_mat_m, + .sg_mat_n = ctx->sg_mat_n, + .sg_mat_k = ctx->sg_mat_k, .wg_mem_limit_bytes = ctx->limits.maxComputeWorkgroupStorageSize, .max_subgroup_size = ctx->max_subgroup_size }; @@ -1155,59 +1242,101 @@ static webgpu_command ggml_webgpu_flash_attn(webgpu_context & ctx, ggml_webgpu_processed_shader processed = ggml_webgpu_preprocess_flash_attn_shader(ctx->p, wgsl_flash_attn, shader_lib_ctx); pipeline = ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); - pipeline.context = new ggml_webgpu_flash_attn_shader_decisions(processed.decisions); + pipeline.context = processed.decisions; ctx->flash_attn_pipelines.emplace(key, pipeline); - decisions = processed.decisions; } } + ggml_webgpu_flash_attn_shader_decisions decisions = + *static_cast(pipeline.context); + + uint32_t wg_per_head = CEIL_DIV(Q->ne[1], decisions.q_tile); uint32_t wg_x = wg_per_head * Q->ne[2] * Q->ne[3]; // wg per head * number of heads * number of batches return ggml_backend_webgpu_build(ctx, pipeline, params, entries, wg_x); } static webgpu_command ggml_webgpu_unary_op(webgpu_context & ctx, ggml_tensor * src, ggml_tensor * dst) { - uint32_t ne = (uint32_t) ggml_nelements(dst); - ggml_unary_op unary_op = ggml_get_unary_op(dst); - uint32_t inplace = ggml_webgpu_tensor_equal(src, dst); + bool is_unary = dst->op == GGML_OP_UNARY; + bool inplace = ggml_webgpu_tensor_equal(src, dst) || (dst->op == GGML_OP_FILL); + int op = is_unary ? (int) ggml_get_unary_op(dst) : dst->op; - std::vector params = { - ne, (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, src) / ggml_type_size(src->type)), - (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, dst) / ggml_type_size(dst->type)), - // Convert byte-strides to element-strides - (uint32_t) (src->nb[0] / ggml_type_size(src->type)), (uint32_t) (src->nb[1] / ggml_type_size(src->type)), - (uint32_t) (src->nb[2] / ggml_type_size(src->type)), (uint32_t) (src->nb[3] / ggml_type_size(src->type)), - (uint32_t) (dst->nb[0] / ggml_type_size(dst->type)), (uint32_t) (dst->nb[1] / ggml_type_size(dst->type)), - (uint32_t) (dst->nb[2] / ggml_type_size(dst->type)), (uint32_t) (dst->nb[3] / ggml_type_size(dst->type)), - // Logical shapes - (uint32_t) src->ne[0], (uint32_t) src->ne[1], (uint32_t) src->ne[2], (uint32_t) dst->ne[0], - (uint32_t) dst->ne[1], (uint32_t) dst->ne[2] + ggml_webgpu_unary_pipeline_key pipeline_key = { + .type = dst->type, .op = op, .is_unary = is_unary, .inplace = inplace }; + ggml_webgpu_unary_shader_lib_context shader_lib_ctx = { .key = pipeline_key, + .max_wg_size = + ctx->limits.maxComputeInvocationsPerWorkgroup }; - switch (unary_op) { - case GGML_UNARY_OP_XIELU: - { - // Get float parameters and reinterpret their bit patterns as uint32_t - // for passing through the params buffer - float alpha_n = ggml_get_op_params_f32(dst, 1); - float alpha_p = ggml_get_op_params_f32(dst, 2); - float beta = ggml_get_op_params_f32(dst, 3); - float eps = ggml_get_op_params_f32(dst, 4); - params.push_back(*reinterpret_cast(&alpha_n)); - params.push_back(*reinterpret_cast(&alpha_p)); - params.push_back(*reinterpret_cast(&beta)); - params.push_back(*reinterpret_cast(&eps)); + webgpu_pipeline pipeline; + { + // TODO: remove guard once pipeline caches are per-thread + std::lock_guard lock(ctx->mutex); + auto it = ctx->unary_pipelines.find(pipeline_key); + if (it != ctx->unary_pipelines.end()) { + pipeline = it->second; + } else { + ggml_webgpu_processed_shader processed = + ggml_webgpu_preprocess_unary_shader(ctx->p, wgsl_unary, shader_lib_ctx); + pipeline = ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); + pipeline.context = processed.decisions; + ctx->unary_pipelines.emplace(pipeline_key, pipeline); + } + } + + ggml_webgpu_generic_shader_decisions decisions = + *static_cast(pipeline.context); + + uint32_t ne = (uint32_t) ggml_nelements(dst); + + std::vector params = { ne, + (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, src) / ggml_type_size(src->type)), + (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, dst) / ggml_type_size(dst->type)), + (uint32_t) (src->nb[0] / ggml_type_size(src->type)), + (uint32_t) (src->nb[1] / ggml_type_size(src->type)), + (uint32_t) (src->nb[2] / ggml_type_size(src->type)), + (uint32_t) (src->nb[3] / ggml_type_size(src->type)), + (uint32_t) src->ne[0], + (uint32_t) src->ne[1], + (uint32_t) src->ne[2] }; + + ggml_tensor * effective_src = src; + if (is_unary) { + ggml_unary_op unary_op = ggml_get_unary_op(dst); + switch (unary_op) { + case GGML_UNARY_OP_XIELU: + { + // Get float parameters and reinterpret their bit patterns as uint32_t + // for passing through the params buffer + float alpha_n = ggml_get_op_params_f32(dst, 1); + float alpha_p = ggml_get_op_params_f32(dst, 2); + float beta = ggml_get_op_params_f32(dst, 3); + float eps = ggml_get_op_params_f32(dst, 4); + params.push_back(*reinterpret_cast(&alpha_n)); + params.push_back(*reinterpret_cast(&alpha_p)); + params.push_back(*reinterpret_cast(&beta)); + params.push_back(*reinterpret_cast(&eps)); + break; + } + default: break; - } - default: - break; + } + } else if (dst->op == GGML_OP_CLAMP) { + float clamp_min = ggml_get_op_params_f32(dst, 0); + float clamp_max = ggml_get_op_params_f32(dst, 1); + params.push_back(*reinterpret_cast(&clamp_min)); + params.push_back(*reinterpret_cast(&clamp_max)); + } else if (dst->op == GGML_OP_FILL) { + float fill_val = ggml_get_op_params_f32(dst, 0); + params.push_back(*reinterpret_cast(&fill_val)); + effective_src = dst; // fill simply fills dst } std::vector entries = { { .binding = 0, - .buffer = ggml_webgpu_tensor_buf(src), - .offset = ggml_webgpu_tensor_align_offset(ctx, src), - .size = ggml_webgpu_tensor_binding_size(ctx, src) }, + .buffer = ggml_webgpu_tensor_buf(effective_src), + .offset = ggml_webgpu_tensor_align_offset(ctx, effective_src), + .size = ggml_webgpu_tensor_binding_size(ctx, effective_src) }, }; if (!inplace) { entries.push_back({ .binding = 1, @@ -1216,8 +1345,8 @@ static webgpu_command ggml_webgpu_unary_op(webgpu_context & ctx, ggml_tensor * s .size = ggml_webgpu_tensor_binding_size(ctx, dst) }); } - uint32_t wg_x = CEIL_DIV(ne, WEBGPU_MAX_WG_SIZE); - return ggml_backend_webgpu_build(ctx, ctx->unary_pipelines[unary_op][dst->type][inplace], params, entries, wg_x); + uint32_t wg_x = CEIL_DIV(ne, decisions.wg_size); + return ggml_backend_webgpu_build(ctx, pipeline, params, entries, wg_x); } static webgpu_command ggml_webgpu_binary_op(webgpu_context & ctx, @@ -1549,6 +1678,305 @@ static webgpu_command ggml_webgpu_soft_max(webgpu_context & ctx, ggml_nrows(dst)); } +static webgpu_command ggml_webgpu_argmax(webgpu_context & ctx, ggml_tensor * src, ggml_tensor * dst) { + std::vector params = { (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, src) / ggml_type_size(src->type)), + (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, dst) / ggml_type_size(dst->type)), + (uint32_t) src->ne[0] }; + + std::vector entries = { + { .binding = 0, + .buffer = ggml_webgpu_tensor_buf(src), + .offset = ggml_webgpu_tensor_align_offset(ctx, src), + .size = ggml_webgpu_tensor_binding_size(ctx, src) }, + { .binding = 1, + .buffer = ggml_webgpu_tensor_buf(dst), + .offset = ggml_webgpu_tensor_align_offset(ctx, dst), + .size = ggml_webgpu_tensor_binding_size(ctx, dst) } + }; + + ggml_webgpu_generic_shader_lib_context shader_lib_ctx = { + .vec4 = src->ne[0] % 4 == 0, + .max_wg_size = ctx->limits.maxComputeInvocationsPerWorkgroup, + }; + + webgpu_pipeline pipeline; + { + // TODO: remove guard once pipeline caches are per-thread + std::lock_guard lock(ctx->mutex); + auto it = ctx->argmax_pipelines.find(shader_lib_ctx.vec4); + if (it != ctx->argmax_pipelines.end()) { + pipeline = it->second; + } else { + ggml_webgpu_processed_shader processed = + ggml_webgpu_preprocess_generic_shader(ctx->p, wgsl_argmax, shader_lib_ctx, "argmax"); + pipeline = ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); + ctx->argmax_pipelines.emplace(shader_lib_ctx.vec4, pipeline); + } + } + uint32_t wg_x = ggml_nelements(dst); + return ggml_backend_webgpu_build(ctx, pipeline, params, entries, wg_x); +} + +static webgpu_command ggml_webgpu_argsort(webgpu_context & ctx, ggml_tensor * src, ggml_tensor * dst) { + bool is_top_k = dst->op == GGML_OP_TOP_K; + // ascending order is 0, descending order is 1 + const int32_t order = is_top_k ? (int32_t) GGML_SORT_ORDER_DESC : (int32_t) ggml_get_op_params_i32(dst, 0); + + ggml_webgpu_argsort_shader_lib_context shader_lib_ctx = { .max_wg_size = + ctx->limits.maxComputeInvocationsPerWorkgroup, + .wg_mem_limit_bytes = + ctx->limits.maxComputeWorkgroupStorageSize, + .order = order }; + + std::lock_guard lock(ctx->mutex); + webgpu_pipeline argsort_pipeline; + auto it = ctx->argsort_pipelines.find(order); + if (it != ctx->argsort_pipelines.end()) { + argsort_pipeline = it->second; + } else { + ggml_webgpu_processed_shader processed = + ggml_webgpu_preprocess_argsort_shader(ctx->p, wgsl_argsort, shader_lib_ctx); + argsort_pipeline = ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); + argsort_pipeline.context = processed.decisions; + ctx->argsort_pipelines.emplace(order, argsort_pipeline); + } + ggml_webgpu_argsort_shader_decisions argsort_decisions = + *static_cast(argsort_pipeline.context); + + webgpu_pipeline argsort_merge_pipeline; + it = ctx->argsort_merge_pipelines.find(order); + if (it != ctx->argsort_merge_pipelines.end()) { + argsort_merge_pipeline = it->second; + } else { + ggml_webgpu_processed_shader processed = + ggml_webgpu_preprocess_argsort_merge_shader(ctx->p, wgsl_argsort_merge, shader_lib_ctx); + argsort_merge_pipeline = + ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); + argsort_merge_pipeline.context = processed.decisions; + ctx->argsort_merge_pipelines.emplace(order, argsort_merge_pipeline); + } + + const uint32_t src_ne0 = (uint32_t) src->ne[0]; + const uint32_t nrows = (uint32_t) ggml_nrows(src); + const uint32_t npr = CEIL_DIV(src_ne0, argsort_decisions.wg_size); + const uint32_t block_size = + is_top_k ? std::min(argsort_decisions.wg_size, (uint32_t) dst->ne[0]) : argsort_decisions.wg_size; + uint32_t out_ne0 = src_ne0; + if (is_top_k) { + if (npr > 1) { + const uint32_t last_tile = src_ne0 - (npr - 1) * argsort_decisions.wg_size; + out_ne0 = (npr - 1) * block_size + std::min(last_tile, block_size); + } else { + out_ne0 = block_size; + } + } + + uint32_t merge_len = block_size; + uint32_t merge_passes = 0; + while (merge_len < out_ne0) { + merge_len <<= 1; + merge_passes++; + } + + const bool start_in_tmp = (merge_passes % 2) == 1; + + const size_t dst_offset = ggml_webgpu_tensor_offset(dst); + const size_t idx_nbytes = out_ne0 * ggml_nrows(dst) * sizeof(int32_t); + const size_t tmp_offset = ROUNDUP_POW2(dst_offset + idx_nbytes, ctx->limits.minStorageBufferOffsetAlignment); + const size_t tmp_binding_size = ROUNDUP_POW2(idx_nbytes, WEBGPU_STORAGE_BUF_BINDING_MULT); + const size_t dst_binding_size = + ROUNDUP_POW2(idx_nbytes + ggml_webgpu_tensor_misalignment(ctx, dst), WEBGPU_STORAGE_BUF_BINDING_MULT); + + const uint32_t offset_src = (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, src) / ggml_type_size(src->type)); + const uint32_t offset_dst = (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, dst) / ggml_type_size(dst->type)); + const uint32_t offset_tmp = 0; + const uint32_t stride_src1 = (uint32_t) (src->nb[1] / ggml_type_size(src->type)); + const uint32_t stride_src2 = (uint32_t) (src->nb[2] / ggml_type_size(src->type)); + const uint32_t stride_src3 = (uint32_t) (src->nb[3] / ggml_type_size(src->type)); + const uint32_t stride_idx1 = out_ne0; + const uint32_t stride_idx2 = out_ne0 * (uint32_t) dst->ne[1]; + const uint32_t stride_idx3 = stride_idx2 * (uint32_t) dst->ne[2]; + + std::vector pipelines; + std::vector> params_list; + std::vector> entries_list; + std::vector> workgroups_list; + + const uint32_t init_offset = start_in_tmp ? offset_tmp : offset_dst; + const size_t init_align_offset = start_in_tmp ? tmp_offset : ggml_webgpu_tensor_align_offset(ctx, dst); + const size_t init_binding_size = start_in_tmp ? tmp_binding_size : dst_binding_size; + + std::vector init_params = { + offset_src, init_offset, stride_src1, stride_src2, stride_src3, stride_idx1, + stride_idx2, stride_idx3, src_ne0, (uint32_t) src->ne[1], (uint32_t) src->ne[2], out_ne0, + block_size, npr, nrows + }; + + const uint32_t total_wg_init = npr * nrows; + const uint32_t max_wg = ctx->limits.maxComputeWorkgroupsPerDimension; + const uint32_t wg_x_init = std::min(total_wg_init, max_wg); + const uint32_t wg_y_init = CEIL_DIV(total_wg_init, wg_x_init); + std::vector init_entries = { + { .binding = 0, + .buffer = ggml_webgpu_tensor_buf(src), + .offset = ggml_webgpu_tensor_align_offset(ctx, src), + .size = ggml_webgpu_tensor_binding_size(ctx, src) }, + { .binding = 1, .buffer = ggml_webgpu_tensor_buf(dst), .offset = init_align_offset, .size = init_binding_size } + }; + + pipelines.push_back(argsort_pipeline); + params_list.push_back(std::move(init_params)); + entries_list.push_back(std::move(init_entries)); + workgroups_list.push_back({ wg_x_init, wg_y_init }); + + if (merge_passes == 0) { + return ggml_backend_webgpu_build_multi(ctx, pipelines, params_list, entries_list, workgroups_list); + } + + bool in_is_tmp = start_in_tmp; + uint32_t len = block_size; + while (len < out_ne0) { + const uint32_t nm = CEIL_DIV(out_ne0, 2 * len); + + const bool out_is_tmp = !in_is_tmp; + const uint32_t offset_in = in_is_tmp ? offset_tmp : offset_dst; + const uint32_t offset_out = out_is_tmp ? offset_tmp : offset_dst; + const size_t align_in = in_is_tmp ? tmp_offset : ggml_webgpu_tensor_align_offset(ctx, dst); + const size_t align_out = out_is_tmp ? tmp_offset : ggml_webgpu_tensor_align_offset(ctx, dst); + const size_t size_in = in_is_tmp ? tmp_binding_size : dst_binding_size; + const size_t size_out = out_is_tmp ? tmp_binding_size : dst_binding_size; + const uint32_t top_k_out = (is_top_k && nm == 1) ? (uint32_t) dst->ne[0] : out_ne0; + const uint32_t stride_out1 = top_k_out; + const uint32_t stride_out2 = top_k_out * (uint32_t) dst->ne[1]; + const uint32_t stride_out3 = stride_out2 * (uint32_t) dst->ne[2]; + + std::vector merge_params = { offset_src, + offset_in, + offset_out, + stride_src1, + stride_src2, + stride_src3, + stride_idx1, + stride_idx2, + stride_idx3, + stride_out1, + stride_out2, + stride_out3, + out_ne0, + (uint32_t) src->ne[1], + (uint32_t) src->ne[2], + top_k_out, + len, + nm, + nrows }; + + std::vector merge_entries = { + { .binding = 0, + .buffer = ggml_webgpu_tensor_buf(src), + .offset = ggml_webgpu_tensor_align_offset(ctx, src), + .size = ggml_webgpu_tensor_binding_size(ctx, src) }, + { .binding = 1, .buffer = ggml_webgpu_tensor_buf(dst), .offset = align_in, .size = size_in }, + { .binding = 2, .buffer = ggml_webgpu_tensor_buf(dst), .offset = align_out, .size = size_out } + }; + + const uint32_t total_wg_merge = nm * nrows; + const uint32_t wg_x_merge = std::min(total_wg_merge, max_wg); + const uint32_t wg_y_merge = CEIL_DIV(total_wg_merge, wg_x_merge); + workgroups_list.push_back({ wg_x_merge, wg_y_merge }); + pipelines.push_back(argsort_merge_pipeline); + params_list.push_back(std::move(merge_params)); + entries_list.push_back(std::move(merge_entries)); + + len <<= 1; + in_is_tmp = !in_is_tmp; + } + + return ggml_backend_webgpu_build_multi(ctx, pipelines, params_list, entries_list, workgroups_list); +} + +static webgpu_command ggml_webgpu_cumsum(webgpu_context & ctx, ggml_tensor * src, ggml_tensor * dst) { + std::vector params = { (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, src) / ggml_type_size(src->type)), + (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, dst) / ggml_type_size(dst->type)), + (uint32_t) src->ne[0] }; + + std::vector entries = { + { .binding = 0, + .buffer = ggml_webgpu_tensor_buf(src), + .offset = ggml_webgpu_tensor_align_offset(ctx, src), + .size = ggml_webgpu_tensor_binding_size(ctx, src) }, + { .binding = 1, + .buffer = ggml_webgpu_tensor_buf(dst), + .offset = ggml_webgpu_tensor_align_offset(ctx, dst), + .size = ggml_webgpu_tensor_binding_size(ctx, dst) } + }; + + ggml_webgpu_generic_shader_lib_context shader_lib_ctx = { + .vec4 = false, + .max_wg_size = ctx->limits.maxComputeInvocationsPerWorkgroup, + }; + webgpu_pipeline pipeline; + // TODO: remove guard once pipeline caches are per-thread + { + std::lock_guard lock(ctx->mutex); + auto it = ctx->cumsum_pipelines.find(1); + if (it != ctx->cumsum_pipelines.end()) { + pipeline = it->second; + } else { + ggml_webgpu_processed_shader processed = + ggml_webgpu_preprocess_generic_shader(ctx->p, wgsl_cumsum, shader_lib_ctx, "cumsum"); + pipeline = ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); + ctx->cumsum_pipelines.emplace(1, pipeline); + } + } + uint32_t wg_x = ggml_nrows(dst); + return ggml_backend_webgpu_build(ctx, pipeline, params, entries, wg_x); +} + +static webgpu_command ggml_webgpu_sum_rows(webgpu_context & ctx, ggml_tensor * src, ggml_tensor * dst) { + bool total_sum = dst->op == GGML_OP_SUM; + std::vector params = { (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, src) / ggml_type_size(src->type)), + (uint32_t) (ggml_webgpu_tensor_misalignment(ctx, dst) / ggml_type_size(dst->type)), + total_sum ? 0 : (uint32_t) (src->nb[1] / ggml_type_size(src->type)), + total_sum ? 0 : (uint32_t) (src->nb[2] / ggml_type_size(src->type)), + total_sum ? 0 : (uint32_t) (src->nb[3] / ggml_type_size(src->type)), + total_sum ? static_cast(ggml_nelements(src)) : (uint32_t) src->ne[0], + total_sum ? 1 : (uint32_t) src->ne[1], + total_sum ? 1 : (uint32_t) src->ne[2] }; + + std::vector entries = { + { .binding = 0, + .buffer = ggml_webgpu_tensor_buf(src), + .offset = ggml_webgpu_tensor_align_offset(ctx, src), + .size = ggml_webgpu_tensor_binding_size(ctx, src) }, + { .binding = 1, + .buffer = ggml_webgpu_tensor_buf(dst), + .offset = ggml_webgpu_tensor_align_offset(ctx, dst), + .size = ggml_webgpu_tensor_binding_size(ctx, dst) } + }; + + ggml_webgpu_generic_shader_lib_context shader_lib_ctx = { + .vec4 = false, + .max_wg_size = ctx->limits.maxComputeInvocationsPerWorkgroup, + }; + + webgpu_pipeline pipeline; + { + // TODO: remove guard once pipeline caches are per-thread + std::lock_guard lock(ctx->mutex); + auto it = ctx->sum_rows_pipelines.find(1); + if (it != ctx->sum_rows_pipelines.end()) { + pipeline = it->second; + } else { + ggml_webgpu_processed_shader processed = + ggml_webgpu_preprocess_generic_shader(ctx->p, wgsl_sum_rows, shader_lib_ctx, "sum_rows"); + pipeline = ggml_webgpu_create_pipeline(ctx->device, processed.wgsl.c_str(), processed.variant.c_str()); + ctx->sum_rows_pipelines.emplace(1, pipeline); + } + } + uint32_t wg_x = total_sum ? 1 : ggml_nrows(dst); + return ggml_backend_webgpu_build(ctx, pipeline, params, entries, wg_x); +} + // Returns the encoded command, or std::nullopt if the operation is a no-op static std::optional ggml_webgpu_encode_node(webgpu_context ctx, ggml_tensor * node) { if (ggml_is_empty(node)) { @@ -1611,6 +2039,26 @@ static std::optional ggml_webgpu_encode_node(webgpu_context ctx, return ggml_webgpu_soft_max(ctx, src0, src1, src2, node); case GGML_OP_UNARY: return ggml_webgpu_unary_op(ctx, src0, node); + case GGML_OP_CLAMP: + return ggml_webgpu_unary_op(ctx, src0, node); + case GGML_OP_FILL: + return ggml_webgpu_unary_op(ctx, src0, node); + case GGML_OP_LOG: + return ggml_webgpu_unary_op(ctx, src0, node); + case GGML_OP_PAD: + return ggml_webgpu_pad(ctx, src0, node); + case GGML_OP_ARGMAX: + return ggml_webgpu_argmax(ctx, src0, node); + case GGML_OP_ARGSORT: + return ggml_webgpu_argsort(ctx, src0, node); + case GGML_OP_TOP_K: + // we reuse the same argsort implementation for top_k + return ggml_webgpu_argsort(ctx, src0, node); + case GGML_OP_CUMSUM: + return ggml_webgpu_cumsum(ctx, src0, node); + case GGML_OP_SUM: + case GGML_OP_SUM_ROWS: + return ggml_webgpu_sum_rows(ctx, src0, node); default: return std::nullopt; } @@ -1865,6 +2313,31 @@ static size_t ggml_backend_webgpu_buffer_type_get_max_size(ggml_backend_buffer_t return ctx->webgpu_ctx->limits.maxStorageBufferBindingSize; } +static size_t ggml_backend_webgpu_buffer_type_get_alloc_size(ggml_backend_buffer_type_t buft, + const ggml_tensor * tensor) { + ggml_backend_webgpu_device_context * ctx = static_cast(buft->device->context); + size_t res = ggml_nbytes(tensor); + switch (tensor->op) { + case GGML_OP_ARGSORT: + res = ROUNDUP_POW2(res * 2 + ctx->webgpu_ctx->limits.minStorageBufferOffsetAlignment, + WEBGPU_STORAGE_BUF_BINDING_MULT); + break; + case GGML_OP_TOP_K: + { + const ggml_tensor * src0 = tensor->src[0]; + if (src0) { + const size_t full = sizeof(int32_t) * ggml_nelements(src0); + res = ROUNDUP_POW2(full * 2 + ctx->webgpu_ctx->limits.minStorageBufferOffsetAlignment, + WEBGPU_STORAGE_BUF_BINDING_MULT); + } + } + break; + default: + break; + } + return res; +} + /* End GGML Backend Buffer Type Interface */ /* GGML Backend Device Interface */ @@ -1883,7 +2356,7 @@ static void ggml_backend_webgpu_device_get_memory(ggml_backend_dev_t dev, size_t ggml_backend_webgpu_device_context * ctx = static_cast(dev->context); // TODO: for now, return maxBufferSize as both free and total memory // Track https://github.com/gpuweb/gpuweb/issues/5505 for updates. - uint64_t max_buffer_size = ctx->webgpu_ctx->limits.maxBufferSize; + uint64_t max_buffer_size = ctx->webgpu_ctx->limits.maxBufferSize; // If we're on a 32-bit system, clamp to UINTPTR_MAX #if UINTPTR_MAX < UINT64_MAX uint64_t max_ptr_size = static_cast(UINTPTR_MAX); @@ -2086,13 +2559,6 @@ static void ggml_webgpu_init_mul_mat_pipeline(webgpu_context & webgpu_ctx) { webgpu_ctx->device, wgsl_mul_mat_vec_q4_0_f32, "mul_mat_vec_q4_0_f32", mul_mat_vec_constants); } -static void ggml_webgpu_init_set_rows_pipeline(webgpu_context & webgpu_ctx) { - webgpu_ctx->set_rows_pipelines[0][0] = ggml_webgpu_create_pipeline( - webgpu_ctx->device, wgsl_set_rows_f16, "set_rows_f16", ggml_webgpu_wg_size_entry(WEBGPU_MAX_WG_SIZE)); - webgpu_ctx->set_rows_pipelines[0][1] = ggml_webgpu_create_pipeline( - webgpu_ctx->device, wgsl_set_rows_f16_vec, "set_rows_f16_vec", ggml_webgpu_wg_size_entry(WEBGPU_MAX_WG_SIZE)); -} - static void ggml_webgpu_init_get_rows_pipeline(webgpu_context & webgpu_ctx) { std::vector constants = ggml_webgpu_wg_size_entry(WEBGPU_MAX_WG_SIZE); @@ -2152,6 +2618,8 @@ static void ggml_webgpu_init_cpy_pipeline(webgpu_context & webgpu_ctx) { webgpu_ctx->cpy_pipelines[GGML_TYPE_F32][GGML_TYPE_F32] = ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_cpy_f32_f32, "cpy_f32_f32", constants); + webgpu_ctx->cpy_pipelines[GGML_TYPE_F32][GGML_TYPE_I32] = + ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_cpy_f32_i32, "cpy_f32_i32", constants); webgpu_ctx->cpy_pipelines[GGML_TYPE_F32][GGML_TYPE_F16] = ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_cpy_f32_f16, "cpy_f32_f16", constants); webgpu_ctx->cpy_pipelines[GGML_TYPE_F16][GGML_TYPE_F32] = @@ -2303,180 +2771,6 @@ static void ggml_webgpu_init_glu_pipeline(webgpu_context & webgpu_ctx) { ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_geglu_quick_f16_split, "geglu_quick_f16_split", constants); } -static void ggml_webgpu_init_unary_pipeline(webgpu_context & webgpu_ctx) { - std::vector constants = ggml_webgpu_wg_size_entry(WEBGPU_MAX_WG_SIZE); - - // ABS - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_ABS][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_abs_f32, "abs_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_ABS][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_abs_f16, "abs_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_ABS][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_abs_inplace_f32, "abs_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_ABS][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_abs_inplace_f16, "abs_inplace_f16", constants); - - // SGN - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SGN][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_sgn_f32, "sgn_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SGN][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_sgn_f16, "sgn_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SGN][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_sgn_inplace_f32, "sgn_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SGN][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_sgn_inplace_f16, "sgn_inplace_f16", constants); - - // NEG - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_NEG][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_neg_f32, "neg_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_NEG][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_neg_f16, "neg_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_NEG][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_neg_inplace_f32, "neg_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_NEG][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_neg_inplace_f16, "neg_inplace_f16", constants); - - // STEP - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_STEP][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_step_f32, "step_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_STEP][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_step_f16, "step_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_STEP][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_step_inplace_f32, "step_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_STEP][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_step_inplace_f16, "step_inplace_f16", constants); - - // TANH - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_TANH][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_tanh_f32, "tanh_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_TANH][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_tanh_f16, "tanh_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_TANH][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_tanh_inplace_f32, "tanh_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_TANH][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_tanh_inplace_f16, "tanh_inplace_f16", constants); - - // ELU - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_ELU][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_elu_f32, "elu_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_ELU][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_elu_f16, "elu_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_ELU][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_elu_inplace_f32, "elu_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_ELU][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_elu_inplace_f16, "elu_inplace_f16", constants); - - // RELU - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_RELU][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_relu_f32, "relu_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_RELU][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_relu_f16, "relu_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_RELU][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_relu_inplace_f32, "relu_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_RELU][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_relu_inplace_f16, "relu_inplace_f16", constants); - - // SIGMOID - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SIGMOID][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_sigmoid_f32, "sigmoid_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SIGMOID][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_sigmoid_f16, "sigmoid_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SIGMOID][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_sigmoid_inplace_f32, "sigmoid_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SIGMOID][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_sigmoid_inplace_f16, "sigmoid_inplace_f16", constants); - - // GELU - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_f32, "gelu_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_f16, "gelu_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_inplace_f32, "gelu_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_inplace_f16, "gelu_inplace_f16", constants); - - // GELU_QUICK - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU_QUICK][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_quick_f32, "gelu_quick_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU_QUICK][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_quick_f16, "gelu_quick_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU_QUICK][GGML_TYPE_F32][1] = ggml_webgpu_create_pipeline( - webgpu_ctx->device, wgsl_gelu_quick_inplace_f32, "gelu_quick_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU_QUICK][GGML_TYPE_F16][1] = ggml_webgpu_create_pipeline( - webgpu_ctx->device, wgsl_gelu_quick_inplace_f16, "gelu_quick_inplace_f16", constants); - - // SILU - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SILU][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_silu_f32, "silu_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SILU][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_silu_f16, "silu_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SILU][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_silu_inplace_f32, "silu_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_SILU][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_silu_inplace_f16, "silu_inplace_f16", constants); - - // HARDSWISH - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_HARDSWISH][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_hardswish_f32, "hardswish_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_HARDSWISH][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_hardswish_f16, "hardswish_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_HARDSWISH][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_hardswish_inplace_f32, "hardswish_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_HARDSWISH][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_hardswish_inplace_f16, "hardswish_inplace_f16", constants); - - // HARDSIGMOID - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_HARDSIGMOID][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_hardsigmoid_f32, "hardsigmoid_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_HARDSIGMOID][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_hardsigmoid_f16, "hardsigmoid_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_HARDSIGMOID][GGML_TYPE_F32][1] = ggml_webgpu_create_pipeline( - webgpu_ctx->device, wgsl_hardsigmoid_inplace_f32, "hardsigmoid_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_HARDSIGMOID][GGML_TYPE_F16][1] = ggml_webgpu_create_pipeline( - webgpu_ctx->device, wgsl_hardsigmoid_inplace_f16, "hardsigmoid_inplace_f16", constants); - - // EXP - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_EXP][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_exp_f32, "exp_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_EXP][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_exp_f16, "exp_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_EXP][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_exp_inplace_f32, "exp_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_EXP][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_exp_inplace_f16, "exp_inplace_f16", constants); - - // GELU_ERF - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU_ERF][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_erf_f32, "gelu_erf_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU_ERF][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_erf_f16, "gelu_erf_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU_ERF][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_erf_inplace_f32, "gelu_erf_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_GELU_ERF][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_gelu_erf_inplace_f16, "gelu_erf_inplace_f16", constants); - - // XIELU - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_XIELU][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_xielu_f32, "xielu_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_XIELU][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_xielu_f16, "xielu_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_XIELU][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_xielu_inplace_f32, "xielu_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_XIELU][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_xielu_inplace_f16, "xielu_inplace_f16", constants); - - // CEIL - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_CEIL][GGML_TYPE_F32][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_ceil_f32, "ceil_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_CEIL][GGML_TYPE_F16][0] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_ceil_f16, "ceil_f16", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_CEIL][GGML_TYPE_F32][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_ceil_inplace_f32, "ceil_inplace_f32", constants); - webgpu_ctx->unary_pipelines[GGML_UNARY_OP_CEIL][GGML_TYPE_F16][1] = - ggml_webgpu_create_pipeline(webgpu_ctx->device, wgsl_ceil_inplace_f16, "ceil_inplace_f16", constants); -} - static void ggml_webgpu_init_scale_pipeline(webgpu_context & webgpu_ctx) { std::vector constants = ggml_webgpu_wg_size_entry(WEBGPU_MAX_WG_SIZE); @@ -2552,8 +2846,8 @@ static ggml_backend_buffer_type_t ggml_backend_webgpu_device_get_buffer_type(ggm /* .alloc_buffer = */ ggml_backend_webgpu_buffer_type_alloc_buffer, /* .get_alignment = */ ggml_backend_webgpu_buffer_type_get_alignment, /* .get_max_size = */ ggml_backend_webgpu_buffer_type_get_max_size, - /* .get_alloc_size = */ NULL, // defaults to ggml_nbytes - /* .is_host = */ NULL, // defaults to false + /* .get_alloc_size = */ ggml_backend_webgpu_buffer_type_get_alloc_size, + /* .is_host = */ NULL, // defaults to false }, /* .device = */ dev, @@ -2631,16 +2925,19 @@ static bool ggml_backend_webgpu_device_supports_op(ggml_backend_dev_t dev, const break; case GGML_OP_CPY: case GGML_OP_CONT: - supports_op = (op->type == GGML_TYPE_F32 || op->type == GGML_TYPE_F16) && - (src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16); + supports_op = ((op->type == GGML_TYPE_F32 || op->type == GGML_TYPE_F16) && + (src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16)) || + (op->type == GGML_TYPE_I32 && src0->type == GGML_TYPE_F32); break; case GGML_OP_SET_ROWS: - supports_op = (op->type == GGML_TYPE_F16 && src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_I64); + supports_op = ((op->type == GGML_TYPE_F16 || op->type == GGML_TYPE_F32) && src0->type == GGML_TYPE_F32 && + (src1->type == GGML_TYPE_I64 || src1->type == GGML_TYPE_I32)); break; case GGML_OP_GET_ROWS: - if (src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16 || src0->type == GGML_TYPE_I32 || - ggml_webgpu_supported_qtype(src0->type)) { + if (src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16 || ggml_webgpu_supported_qtype(src0->type)) { supports_op = (op->type == GGML_TYPE_F32); + } else if (src0->type == GGML_TYPE_I32) { + supports_op = op->type == GGML_TYPE_I32; } break; case GGML_OP_MUL_MAT: @@ -2753,9 +3050,14 @@ static bool ggml_backend_webgpu_device_supports_op(ggml_backend_dev_t dev, const case GGML_UNARY_OP_HARDSIGMOID: case GGML_UNARY_OP_EXP: case GGML_UNARY_OP_GELU_ERF: - case GGML_UNARY_OP_XIELU: + case GGML_UNARY_OP_SOFTPLUS: + case GGML_UNARY_OP_EXPM1: + case GGML_UNARY_OP_FLOOR: case GGML_UNARY_OP_CEIL: - supports_op = supports_op = + case GGML_UNARY_OP_ROUND: + case GGML_UNARY_OP_TRUNC: + case GGML_UNARY_OP_XIELU: + supports_op = (op->type == GGML_TYPE_F32 || op->type == GGML_TYPE_F16) && (src0->type == op->type); break; default: @@ -2763,7 +3065,34 @@ static bool ggml_backend_webgpu_device_supports_op(ggml_backend_dev_t dev, const } } break; - + case GGML_OP_CLAMP: + supports_op = (op->type == GGML_TYPE_F32 || op->type == GGML_TYPE_F16) && (src0->type == op->type); + break; + case GGML_OP_FILL: + supports_op = op->type == GGML_TYPE_F32 && src0->type == GGML_TYPE_F32; + break; + case GGML_OP_LOG: + supports_op = (op->type == GGML_TYPE_F32 || op->type == GGML_TYPE_F16) && (src0->type == op->type); + break; + case GGML_OP_PAD: + supports_op = op->type == GGML_TYPE_F32 && src0->type == GGML_TYPE_F32; + break; + case GGML_OP_ARGMAX: + supports_op = op->type == GGML_TYPE_I32 && src0->type == GGML_TYPE_F32; + break; + case GGML_OP_ARGSORT: + supports_op = op->type == GGML_TYPE_I32 && src0->type == GGML_TYPE_F32 && ggml_is_contiguous_rows(src0); + break; + case GGML_OP_TOP_K: + supports_op = op->type == GGML_TYPE_I32 && src0->type == GGML_TYPE_F32 && ggml_is_contiguous_rows(src0); + break; + case GGML_OP_CUMSUM: + supports_op = op->type == GGML_TYPE_F32 && src0->type == op->type; + break; + case GGML_OP_SUM: + case GGML_OP_SUM_ROWS: + supports_op = op->type == GGML_TYPE_F32 && src0->type == op->type && ggml_is_contiguous_rows(src0); + break; default: break; } @@ -2984,7 +3313,6 @@ static ggml_backend_dev_t ggml_backend_webgpu_reg_get_device(ggml_backend_reg_t ggml_webgpu_init_memset_pipeline(ctx); ggml_webgpu_init_mul_mat_pipeline(ctx); - ggml_webgpu_init_set_rows_pipeline(ctx); ggml_webgpu_init_get_rows_pipeline(ctx); ggml_webgpu_init_cpy_pipeline(ctx); ggml_webgpu_init_add_pipeline(ctx); @@ -2996,7 +3324,6 @@ static ggml_backend_dev_t ggml_backend_webgpu_reg_get_device(ggml_backend_reg_t ggml_webgpu_init_glu_pipeline(ctx); ggml_webgpu_init_scale_pipeline(ctx); ggml_webgpu_init_soft_max_pipeline(ctx); - ggml_webgpu_init_unary_pipeline(ctx); #ifdef GGML_WEBGPU_DEBUG // Initialize debug buffers diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/argmax.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/argmax.wgsl new file mode 100644 index 000000000..ca5bfcc4d --- /dev/null +++ b/ggml/src/ggml-webgpu/wgsl-shaders/argmax.wgsl @@ -0,0 +1,72 @@ +@group(0) @binding(0) +#ifdef VEC4 +var src: array>; +#define VEC_SIZE 4 +#else +var src: array; +#define VEC_SIZE 1 +#endif + +@group(0) @binding(1) +var dst: array; + +struct Params { + offset_src: u32, // in elements + offset_dst: u32, // in elements + ne0: u32, +}; + +@group(0) @binding(2) +var params: Params; + +const FLOAT_MIN: f32 = -1.0e9; + +struct Pair { + value: f32, + index: i32 +}; + +var shared_max: array; + +@compute @workgroup_size(WG_SIZE) +fn main(@builtin(workgroup_id) wid: vec3, + @builtin(local_invocation_id) lid: vec3) { + let row_idx = params.offset_src + wid.x * params.ne0; + var local_pair = Pair(FLOAT_MIN, -1); +#ifdef VEC4 + for (var col = lid.x; col < params.ne0/VEC_SIZE; col += WG_SIZE) { + let vec_val = src[row_idx / VEC_SIZE + col]; + for (var v = 0u; v < VEC_SIZE; v++) { + let val = vec_val[v]; + if (val >= local_pair.value) { + local_pair = Pair(val, i32(col * VEC_SIZE + v)); + } + } + } +#else + for (var col = lid.x; col < params.ne0; col += WG_SIZE) { + if (src[row_idx + col] >= local_pair.value) { + local_pair = Pair(src[row_idx + col], i32(col)); + } + } +#endif + shared_max[lid.x] = local_pair; + workgroupBarrier(); + var offset: u32 = WG_SIZE >> 1; + while (offset > 0) { + if (lid.x < offset) { + let a = shared_max[lid.x]; + let b = shared_max[lid.x + offset]; + if (b.value > a.value) { + shared_max[lid.x] = b; + } else if (b.value == a.value && b.index > a.index) { + shared_max[lid.x] = b; + } + } + workgroupBarrier(); + offset >>= 1; + } + if (lid.x == 0u) { + dst[params.offset_dst + wid.x] = shared_max[0].index; + } +} diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/argsort.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/argsort.wgsl new file mode 100644 index 000000000..46ed19fc7 --- /dev/null +++ b/ggml/src/ggml-webgpu/wgsl-shaders/argsort.wgsl @@ -0,0 +1,106 @@ +@group(0) @binding(0) +var src: array; + +@group(0) @binding(1) +var dst: array; + +struct Params { + offset_src: u32, // in elements + offset_dst: u32, // in elements + + stride_src1: u32, + stride_src2: u32, + stride_src3: u32, + + stride_dst1: u32, + stride_dst2: u32, + stride_dst3: u32, + + // src/dst dimensions + src_ne0: u32, + ne1: u32, + ne2: u32, + + ne0: u32, + top_k: u32, + + npr: u32, // tiles per row + nrows: u32 +}; + +@group(0) @binding(2) +var params: Params; + +var shmem_idx: array; + +#if ORDER == 0 +#define EXTREME_VALUE 1e30 +#define SWAP_COMPARE_UP > +#define SWAP_COMPARE_DOWN < +#else +#define EXTREME_VALUE -1e30 +#define SWAP_COMPARE_UP < +#define SWAP_COMPARE_DOWN > +#endif + +@compute @workgroup_size(WG_SIZE) +fn main(@builtin(workgroup_id) wid: vec3, + @builtin(num_workgroups) num_wg: vec3, + @builtin(local_invocation_id) lid: vec3) { + let linear = wid.x + wid.y * num_wg.x; + // guard against overprovisioned workgroups + if (linear >= params.npr * params.nrows) { + return; + } + let tile = linear % params.npr; + var row = linear / params.npr; + let i3 = row / (params.ne2 * params.ne1); + row = row % (params.ne2 * params.ne1); + let i2 = row / params.ne1; + let i1 = row % params.ne1; + + let row_base = params.offset_src + + i1 * params.stride_src1 + + i2 * params.stride_src2 + + i3 * params.stride_src3; + + let tile_base = tile * WG_SIZE; + let idx = tile_base + lid.x; + shmem_idx[lid.x] = select(params.src_ne0, idx, idx < params.src_ne0); + workgroupBarrier(); + + var k = 2u; + while (k <= WG_SIZE) { + var j = k >> 1; + while (j > 0) { + let ixj = lid.x ^ j; + if (ixj > lid.x) { + let dir_up = (lid.x & k) == 0; + let a_idx = shmem_idx[lid.x]; + let b_idx = shmem_idx[ixj]; + let a_val = select(EXTREME_VALUE, src[row_base + a_idx], a_idx < params.src_ne0); + let b_val = select(EXTREME_VALUE, src[row_base + b_idx], b_idx < params.src_ne0); + let should_swap = select( + (a_val SWAP_COMPARE_DOWN b_val), + (a_val SWAP_COMPARE_UP b_val), + dir_up); + if (should_swap) { + shmem_idx[lid.x] = b_idx; + shmem_idx[ixj] = a_idx; + } + } + workgroupBarrier(); + j >>= 1; + } + k <<= 1; + } + + let out_idx = tile * params.top_k + lid.x; + if (out_idx < params.ne0 && lid.x < params.top_k) { + let row_dst = params.offset_dst + + i1 * params.stride_dst1 + + i2 * params.stride_dst2 + + i3 * params.stride_dst3; + dst[row_dst + out_idx] = i32(shmem_idx[lid.x]); + } +} diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/argsort_merge.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/argsort_merge.wgsl new file mode 100644 index 000000000..9a77f6eca --- /dev/null +++ b/ggml/src/ggml-webgpu/wgsl-shaders/argsort_merge.wgsl @@ -0,0 +1,134 @@ +@group(0) @binding(0) +var src: array; + +@group(0) @binding(1) +var idx_in: array; + +@group(0) @binding(2) +var idx_out: array; + +struct Params { + offset_src: u32, // in elements + offset_in: u32, // in elements + offset_out: u32, // in elements + + stride_src1: u32, + stride_src2: u32, + stride_src3: u32, + + stride_idx1: u32, + stride_idx2: u32, + stride_idx3: u32, + + stride_out1: u32, + stride_out2: u32, + stride_out3: u32, + + ne0: u32, + ne1: u32, + ne2: u32, + + top_k: u32, + + len: u32, + nm: u32, + nrows: u32 +}; + +@group(0) @binding(3) +var params: Params; + +fn take_left(a_idx: i32, b_idx: i32, row_base: u32) -> bool { + let a_val = src[row_base + u32(a_idx)]; + let b_val = src[row_base + u32(b_idx)]; +#if ORDER == 0 + return a_val <= b_val; +#else + return a_val >= b_val; +#endif +} + +@compute @workgroup_size(WG_SIZE) +fn main(@builtin(workgroup_id) wid: vec3, + @builtin(num_workgroups) num_wg: vec3, + @builtin(local_invocation_id) lid: vec3) { + let linear = wid.x + wid.y * num_wg.x; + // guard against overprovisioned workgroups + if (linear >= params.nm * params.nrows) { + return; + } + + let start = (linear % params.nm) * params.len * 2; + let len0 = min(params.len, params.ne0 - start); + let rem1 = select(0, params.ne0 - (start + params.len), params.ne0 > (start + params.len)); + let len1 = min(params.len, rem1); + let total = len0 + len1; + let chunk = (total + WG_SIZE - 1u) / WG_SIZE; + let k0 = lid.x * chunk; + let k1 = min(min(k0 + chunk, total), params.top_k); + // guard against overprovisioned threads + if (k0 >= params.top_k || k0 >= total) { + return; + } + + var row = linear / params.nm; + let i3 = row / (params.ne2 * params.ne1); + row = row % (params.ne2 * params.ne1); + let i2 = row / params.ne1; + let i1 = row % params.ne1; + + let row_src = params.offset_src + + i1 * params.stride_src1 + + i2 * params.stride_src2 + + i3 * params.stride_src3; + + let row_in = params.offset_in + + i1 * params.stride_idx1 + + i2 * params.stride_idx2 + + i3 * params.stride_idx3; + + let row_out = params.offset_out + + i1 * params.stride_out1 + + i2 * params.stride_out2 + + i3 * params.stride_out3; + + + var low: u32 = select(0, k0 - len1, k0 > len1); + var high: u32 = min(k0, len0); + + while (low < high) { + let mid = (low + high) >> 1; + let idx0 = idx_in[row_in + start + mid]; + let idx1 = idx_in[row_in + start + params.len + (k0 - mid - 1)]; + if (take_left(idx0, idx1, row_src)) { + low = mid + 1; + } else { + high = mid; + } + } + + var i = low; + var j = k0 - i; + var k = k0; + while (k < k1) { + var take_l = false; + if (i >= len0) { + take_l = false; + } else if (j >= len1) { + take_l = true; + } else { + let idx0 = idx_in[row_in + start + i]; + let idx1 = idx_in[row_in + start + params.len + j]; + take_l = take_left(idx0, idx1, row_src); + } + + let out_idx = select( + idx_in[row_in + start + params.len + j], + idx_in[row_in + start + i], + take_l); + idx_out[row_out + start + k] = out_idx; + i = select(i, i + 1, take_l); + j = select(j + 1, j, take_l); + k += 1; + } +} diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/cpy.tmpl.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/cpy.tmpl.wgsl index db1aa3490..b5e93b812 100644 --- a/ggml/src/ggml-webgpu/wgsl-shaders/cpy.tmpl.wgsl +++ b/ggml/src/ggml-webgpu/wgsl-shaders/cpy.tmpl.wgsl @@ -7,6 +7,12 @@ "DST_TYPE": "f32" } }, + { + "REPLS": { + "SRC_TYPE": "f32", + "DST_TYPE": "i32" + } + }, { "REPLS": { "SRC_TYPE": "f32", diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/cumsum.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/cumsum.wgsl new file mode 100644 index 000000000..e622552c4 --- /dev/null +++ b/ggml/src/ggml-webgpu/wgsl-shaders/cumsum.wgsl @@ -0,0 +1,66 @@ +@group(0) @binding(0) +var src: array; + +@group(0) @binding(1) +var dst: array; + +struct Params { + offset_src: u32, // in elements + offset_dst: u32, // in elements + ne0: u32, +}; + +@group(0) @binding(2) +var params: Params; + +var shared_sum: array; + +@compute @workgroup_size(WG_SIZE) +fn main(@builtin(workgroup_id) wid: vec3, + @builtin(local_invocation_id) lid: vec3) { + let row_idx = params.offset_src + wid.x * params.ne0; + let elems = (params.ne0 + WG_SIZE - 1) / WG_SIZE; + var local_sum: f32 = 0.0; + for (var col = lid.x * elems; col < (lid.x + 1) * elems && col < params.ne0; col ++) { + local_sum += src[row_idx + col]; + } + shared_sum[lid.x] = local_sum; + workgroupBarrier(); + + // upsweep + var offset = 1u; + while (offset < WG_SIZE) { + let idx = (lid.x + 1) * offset * 2 - 1; + if (idx < WG_SIZE) { + shared_sum[idx] = shared_sum[idx] + shared_sum[idx - offset]; + } + workgroupBarrier(); + offset <<= 1; + } + + // set last to 0 for exclusive sum + if (lid.x == 0) { + shared_sum[WG_SIZE - 1] = 0.0; + } + workgroupBarrier(); + + // downsweep + offset = WG_SIZE >> 1; + while (offset > 0) { + let idx = (lid.x + 1) * offset * 2 - 1; + if (idx < WG_SIZE) { + let t = shared_sum[idx - offset]; + shared_sum[idx - offset] = shared_sum[idx]; + shared_sum[idx] = shared_sum[idx] + t; + } + workgroupBarrier(); + offset = offset >> 1; + } + + // shared_sum[lid] is exclusive prefix sum up to this thread. + var running_sum = shared_sum[lid.x]; + for (var col = lid.x * elems; col < (lid.x + 1) * elems && col < params.ne0; col ++) { + running_sum += src[row_idx + col]; + dst[params.offset_dst + wid.x * params.ne0 + col] = running_sum; + } +} diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/pad.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/pad.wgsl new file mode 100644 index 000000000..ea63b9a73 --- /dev/null +++ b/ggml/src/ggml-webgpu/wgsl-shaders/pad.wgsl @@ -0,0 +1,86 @@ +@group(0) @binding(0) +var src: array; + +@group(0) @binding(1) +var dst: array; + +struct Params { + ne: u32, // total number of elements + offset_src: u32, // in elements + offset_dst: u32, // in elements + + // Strides (in elements) + stride_src0: u32, + stride_src1: u32, + stride_src2: u32, + stride_src3: u32, + + // Logical shapes + src_ne0: u32, + src_ne1: u32, + src_ne2: u32, + src_ne3: u32, + + dst_ne0: u32, + dst_ne1: u32, + dst_ne2: u32, + dst_ne3: u32, + + // Pad sizes (in elements) + lp0: u32, + rp0: u32, + lp1: u32, + rp1: u32, + lp2: u32, + rp2: u32, + lp3: u32, + rp3: u32, +}; + +@group(0) @binding(2) +var params: Params; + +fn wrap_around(idx: i32, n: u32) -> u32 { + return u32(idx + i32(n)) % n; +} + +@compute @workgroup_size(WG_SIZE) +fn main(@builtin(global_invocation_id) gid: vec3) { + if (gid.x >= params.ne) { + return; + } + + var i = gid.x; + let dst_plane = params.dst_ne2 * params.dst_ne1 * params.dst_ne0; + let i3 = i / dst_plane; + i = i % dst_plane; + let i2 = i / (params.dst_ne1 * params.dst_ne0); + i = i % (params.dst_ne1 * params.dst_ne0); + let i1 = i / params.dst_ne0; + let i0 = i % params.dst_ne0; + + var value: f32 = 0.0; + +#ifdef CIRCULAR + let ci0 = wrap_around(i32(i0) - i32(params.lp0), params.src_ne0); + let ci1 = wrap_around(i32(i1) - i32(params.lp1), params.src_ne1); + let ci2 = wrap_around(i32(i2) - i32(params.lp2), params.src_ne2); + let ci3 = wrap_around(i32(i3) - i32(params.lp3), params.src_ne3); + let circular_src_idx = ci0 * params.stride_src0 + ci1 * params.stride_src1 + + ci2 * params.stride_src2 + ci3 * params.stride_src3; + value = src[params.offset_src + circular_src_idx]; +#else + let is_src = + (i0 >= params.lp0 && i0 < params.dst_ne0 - params.rp0) && + (i1 >= params.lp1 && i1 < params.dst_ne1 - params.rp1) && + (i2 >= params.lp2 && i2 < params.dst_ne2 - params.rp2) && + (i3 >= params.lp3 && i3 < params.dst_ne3 - params.rp3); + if (is_src) { + let src_idx = (i0 - params.lp0) * params.stride_src0 + (i1 - params.lp1) * params.stride_src1 + + (i2 - params.lp2) * params.stride_src2 + (i3 - params.lp3) * params.stride_src3; + value = src[params.offset_src + src_idx]; + } +#endif + + dst[params.offset_dst + gid.x] = value; +} diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/set_rows.tmpl.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/set_rows.wgsl similarity index 62% rename from ggml/src/ggml-webgpu/wgsl-shaders/set_rows.tmpl.wgsl rename to ggml/src/ggml-webgpu/wgsl-shaders/set_rows.wgsl index fca3be6bc..99e9192c7 100644 --- a/ggml/src/ggml-webgpu/wgsl-shaders/set_rows.tmpl.wgsl +++ b/ggml/src/ggml-webgpu/wgsl-shaders/set_rows.wgsl @@ -1,41 +1,37 @@ -#define(VARIANTS) - -[ - { - "SHADER_SUFFIX": "f16_vec", - "REPLS": { - "TYPE" : "vec4", - "DST_TYPE": "vec4", - "VEC_SIZE": 4 - } - }, - { - "SHADER_SUFFIX": "f16", - "REPLS": { - "TYPE" : "f32", - "DST_TYPE": "f16", - "VEC_SIZE": 1 - } - } -] - -#end(VARIANTS) - -#define(SHADER) - enable f16; +#ifdef DST_F32 +#define DST_INNER_TYPE f32 +#else +#define DST_INNER_TYPE f16 +#endif + +#ifdef VEC4 +#define SRC_TYPE vec4 +#define DST_TYPE vec4 +#define VEC_SIZE 4 +#else +#define SRC_TYPE f32 +#define DST_TYPE DST_INNER_TYPE +#define VEC_SIZE 1 +#endif + @group(0) @binding(0) -var src: array<{{TYPE}}>; +var src: array; @group(0) @binding(1) var idx: array; @group(0) @binding(2) -var dst: array<{{DST_TYPE}}>; +var dst: array; +#ifdef I64_IDX @group(0) @binding(3) var error: atomic; +#define PARAMS_BINDING 4 +#else +#define PARAMS_BINDING 3 +#endif struct Params { offset_src: u32, // in elements @@ -66,18 +62,17 @@ struct Params { idx2: u32, }; -@group(0) @binding(4) +@group(0) @binding(PARAMS_BINDING) var params: Params; -override wg_size: u32; -@compute @workgroup_size(wg_size) +@compute @workgroup_size(WG_SIZE) fn main(@builtin(global_invocation_id) gid: vec3) { - if (gid.x >= (params.ne3 * params.ne2 * params.n_rows * params.ne0) / {{VEC_SIZE}}) { + if (gid.x >= (params.ne3 * params.ne2 * params.n_rows * params.ne0) / VEC_SIZE) { return; } // getting the row from gid - let elems_per_row = params.ne0 / {{VEC_SIZE}}; + let elems_per_row = params.ne0 / VEC_SIZE; var i = gid.x / elems_per_row; let i_src3 = i / (params.ne2 * params.n_rows); @@ -90,9 +85,10 @@ fn main(@builtin(global_invocation_id) gid: vec3) { let i_idx1 = i_src2 % params.idx1; let i_idx0 = i_src1; +#ifdef I64_IDX let idx_high = (params.offset_idx + i_idx0 * params.stride_idx0 + i_idx1 * params.stride_idx1 + i_idx2 * params.stride_idx2) * 2; - let idx_high_val = idx[idx_high]; + let idx_val = idx[idx_high]; let idx_low_val = idx[idx_high + 1]; if (idx_low_val != 0) { @@ -100,13 +96,14 @@ fn main(@builtin(global_invocation_id) gid: vec3) { atomicStore(&error, 1); return; } +#else + let idx_i = params.offset_idx + i_idx0 * params.stride_idx0 + i_idx1 * params.stride_idx1 + i_idx2 * params.stride_idx2; + let idx_val = idx[idx_i]; +#endif - let i_dst_row = params.offset_dst + idx_high_val * params.stride_dst1 + i_src2 * params.stride_dst2 + i_src3 * params.stride_dst3; + let i_dst_row = params.offset_dst + idx_val * params.stride_dst1 + i_src2 * params.stride_dst2 + i_src3 * params.stride_dst3; let i_src_row = params.offset_src + i_src1 * params.stride_src1 + i_src2 * params.stride_src2 + i_src3 * params.stride_src3; let col_idx = (gid.x % elems_per_row); - dst[i_dst_row/{{VEC_SIZE}} + col_idx] = {{DST_TYPE}}(src[i_src_row/{{VEC_SIZE}} + col_idx]); + dst[i_dst_row/VEC_SIZE + col_idx] = DST_TYPE(src[i_src_row/VEC_SIZE + col_idx]); } - -#end(SHADER) - diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl new file mode 100644 index 000000000..6ea2de9b7 --- /dev/null +++ b/ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl @@ -0,0 +1,55 @@ +@group(0) @binding(0) +var src: array; + +@group(0) @binding(1) +var dst: array; + +struct Params { + offset_src: u32, // in elements + offset_dst: u32, // in elements + + // Strides (in elements) + stride_src1: u32, + stride_src2: u32, + stride_src3: u32, + + ne0: u32, + ne1: u32, + ne2: u32 +}; + +@group(0) @binding(2) +var params: Params; + +var shared_sum: array; + +@compute @workgroup_size(WG_SIZE) +fn main(@builtin(workgroup_id) wid: vec3, + @builtin(local_invocation_id) lid: vec3) { + + var i = wid.x; + let i3 = i / (params.ne2 * params.ne1); + i = i % (params.ne2 * params.ne1); + let i2 = i / params.ne1; + let i1 = i % params.ne1; + let i_src_row = params.offset_src + i3 * params.stride_src3 + i2 * params.stride_src2 + i1 * params.stride_src1; + var local_sum: f32 = 0.0; + for (var col = lid.x; col < params.ne0; col += WG_SIZE) { + local_sum += src[i_src_row + col]; + } + shared_sum[lid.x] = local_sum; + workgroupBarrier(); + // reduce within workgroup + var offset: u32 = WG_SIZE >> 1; + while (offset > 0) { + if (lid.x < offset) { + shared_sum[lid.x] = shared_sum[lid.x] + shared_sum[lid.x + offset]; + } + workgroupBarrier(); + offset >>= 1; + } + + if (lid.x == 0) { + dst[params.offset_dst + wid.x] = shared_sum[0]; + } +} diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/unary.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/unary.wgsl new file mode 100644 index 000000000..d639d9849 --- /dev/null +++ b/ggml/src/ggml-webgpu/wgsl-shaders/unary.wgsl @@ -0,0 +1,179 @@ +#ifdef TYPE_F16 +enable f16; +#define TYPE f16 +#else +#define TYPE f32 +#endif + + +@group(0) @binding(0) +var src: array; + +#ifndef INPLACE +@group(0) @binding(1) +var dst: array; +#define PARAMS_BINDING 2 +#else +#define PARAMS_BINDING 1 +#endif + +struct Params { + ne: u32, // total number of elements + offset_src: u32, // in elements + offset_dst: u32, // in elements + + // Strides (in elements) + stride_src0: u32, + stride_src1: u32, + stride_src2: u32, + stride_src3: u32, + + // Logical shapes + ne0: u32, + ne1: u32, + ne2: u32, +#ifdef CLAMP + clamp_min: f32, + clamp_max: f32, +#endif +#ifdef FILL + fill_val: f32, +#endif +#ifdef XIELU + alpha_n: f32, + alpha_p: f32, + beta: f32, + eps: f32, +#endif + +}; + +@group(0) @binding(PARAMS_BINDING) +var params: Params; + +@compute @workgroup_size(WG_SIZE) +fn main(@builtin(global_invocation_id) gid: vec3) { + if (gid.x >= params.ne) { + return; + } + var i = gid.x; + let i3 = i / (params.ne2 * params.ne1 * params.ne0); + i = i % (params.ne2 * params.ne1 * params.ne0); + let i2 = i / (params.ne1 * params.ne0); + i = i % (params.ne1 * params.ne0); + let i1 = i / params.ne0; + let i0 = i % params.ne0; + + let src_idx = i0 * params.stride_src0 + i1 * params.stride_src1 + + i2 * params.stride_src2 + i3 * params.stride_src3; + +#ifdef ABS + let res = abs(src[params.offset_src + src_idx]); +#endif +#ifdef SGN + let res = select(TYPE(select(0.0, -1.0, src[params.offset_src + src_idx] < 0.0)), TYPE(1.0), + src[params.offset_src + src_idx] > 0.0); +#endif +#ifdef NEG + let res = -src[params.offset_src + src_idx]; +#endif +#ifdef STEP + let res = TYPE(select(0.0, 1.0, src[params.offset_src + src_idx] > 0.0)); +#endif +#ifdef TANH + let res = tanh(clamp(src[params.offset_src + src_idx], -9.010913, 9.010913)); +#endif +#ifdef RELU + let res = select(0.0, src[params.offset_src + src_idx], src[params.offset_src + src_idx] > 0.0); +#endif +#ifdef ELU + let res = select(exp(src[params.offset_src + src_idx]) - 1.0, src[params.offset_src + src_idx], + src[params.offset_src + src_idx] > 0.0); +#endif +#ifdef HARDSIGMOID + let res = min(1.0, max(0.0, (src[params.offset_src + src_idx] + 3.0) / 6.0)); +#endif +#ifdef SIGMOID + let res = 1.0 / (1.0 + exp(-src[params.offset_src + src_idx])); +#endif +#ifdef SILU + let res = src[params.offset_src + src_idx] / (1.0 + exp(-src[params.offset_src + src_idx])); +#endif +#ifdef EXP + let res = exp(src[params.offset_src + src_idx]); +#endif +#ifdef LOG + let res = TYPE(log(f32(src[params.offset_src + src_idx]))); +#endif +#ifdef CLAMP + let res = clamp(src[params.offset_src + src_idx], TYPE(params.clamp_min), TYPE(params.clamp_max)); +#endif +#ifdef FILL + let res = TYPE(params.fill_val); +#endif +#ifdef HARDSWISH + let res = src[params.offset_src + src_idx] * + min(1.0, max(0.0, (src[params.offset_src + src_idx] + 3.0) / 6.0)); +#endif +#ifdef GELU + let res = 0.5 * src[params.offset_src + src_idx] * + (1.0 + tanh(clamp(sqrt(2.0 / 3.14159265) * + (src[params.offset_src + src_idx] + + 0.044715 * pow(src[params.offset_src + src_idx], 3.0)), + -9.010913, 9.010913))); +#endif +#ifdef GELU_QUICK + let res = src[params.offset_src + src_idx] * 0.5 * + (1.0 + tanh(clamp(0.79788456 * + (src[params.offset_src + src_idx] + + 0.044715 * src[params.offset_src + src_idx] * + src[params.offset_src + src_idx] * src[params.offset_src + src_idx]), + -9.010913, 9.010913))); +#endif +#ifdef GELU_ERF + let res = 0.5 * src[params.offset_src + src_idx] * + (1.0 + tanh(clamp(0.79788456 * + (src[params.offset_src + src_idx] + + 0.044715 * src[params.offset_src + src_idx] * + src[params.offset_src + src_idx] * src[params.offset_src + src_idx]), + -9.010913, 9.010913))); +#endif +#ifdef XIELU + let res = + select(((exp(min(src[params.offset_src + src_idx], TYPE(params.eps))) - 1.0) - + src[params.offset_src + src_idx]) * + TYPE(params.alpha_n) + + TYPE(params.beta) * src[params.offset_src + src_idx], + TYPE(params.alpha_p) * src[params.offset_src + src_idx] * + src[params.offset_src + src_idx] + + TYPE(params.beta) * src[params.offset_src + src_idx], + src[params.offset_src + src_idx] > 0.0); +#endif +#ifdef SOFTPLUS + let src_f32 = f32(src[params.offset_src + src_idx]); + let res = TYPE(select(log(1.0 + exp(src_f32)), src_f32, src_f32 > 20.0)); +#endif +#ifdef EXPM1 + let res = exp(src[params.offset_src + src_idx]) - 1.0; +#endif +#ifdef FLOOR + let res = floor(src[params.offset_src + src_idx]); +#endif +#ifdef CEIL + let res = ceil(src[params.offset_src + src_idx]); +#endif +#ifdef ROUND + let src_f32 = f32(src[params.offset_src + src_idx]); + let result = select(ceil(src_f32 - 0.5), floor(src_f32 + 0.5), src_f32 >= 0.0); + let res = TYPE(result); +#endif +#ifdef TRUNC + let res = trunc(src[params.offset_src + src_idx]); +#endif + +#ifdef INPLACE + src[params.offset_src + src_idx] = res; +#else + dst[params.offset_dst + gid.x] = res; +#endif +} diff --git a/ggml/src/ggml-webgpu/wgsl-shaders/unary_op.wgsl b/ggml/src/ggml-webgpu/wgsl-shaders/unary_op.wgsl deleted file mode 100644 index 25fe28545..000000000 --- a/ggml/src/ggml-webgpu/wgsl-shaders/unary_op.wgsl +++ /dev/null @@ -1,483 +0,0 @@ -#define(REPL_TEMPLATES) - -{ - "XIELU_FUNC": "{{MUTATE}}[dst_i] = select(((exp(min(src[src_i], {{TYPE}}(params.eps))) - 1.0) - src[src_i]) * {{TYPE}}(params.alpha_n) + {{TYPE}}(params.beta) * src[src_i], {{TYPE}}(params.alpha_p) * src[src_i] * src[src_i] + {{TYPE}}(params.beta) * src[src_i], src[src_i] > 0.0);", - "ABS_FUNC": "{{MUTATE}}[dst_i] = abs(src[src_i]);", - "SGN_FUNC": "{{MUTATE}}[dst_i] = select({{TYPE}}(select(0.0, -1.0, src[src_i] < 0.0)), {{TYPE}}(1.0), src[src_i] > 0.0);", - "NEG_FUNC": "{{MUTATE}}[dst_i] = -src[src_i];", - "STEP_FUNC": "{{MUTATE}}[dst_i] = {{TYPE}}(select(0.0, 1.0, src[src_i] > 0.0));", - "TANH_FUNC": "{{MUTATE}}[dst_i] = tanh(clamp(src[src_i], -9.010913, 9.010913)); // Regarding tanh() domain restrictions in wgsl https://github.com/gpuweb/gpuweb/issues/4458", - "RELU_FUNC": "{{MUTATE}}[dst_i] = select(0.0, src[src_i], src[src_i] > 0.0);", - "ELU_FUNC": "{{MUTATE}}[dst_i] = select(exp(src[src_i]) - 1.0, src[src_i], src[src_i] > 0.0);", - "HARDSIGMOID_FUNC": "{{MUTATE}}[dst_i] = min(1.0, max(0.0, (src[src_i] + 3.0) / 6.0));", - "SIGMOID_FUNC": "{{MUTATE}}[dst_i] = 1.0 / (1.0 + exp(-src[src_i]));", - "SILU_FUNC": "{{MUTATE}}[dst_i] = src[src_i] / (1.0 + exp(-src[src_i]));", - "EXP_FUNC": "{{MUTATE}}[dst_i] = exp(src[src_i]);", - "HARDSWISH_FUNC": "{{MUTATE}}[dst_i] = src[src_i] * min(1.0, max(0.0, (src[src_i] + 3.0) / 6.0));", - "GELU_FUNC": "{{MUTATE}}[dst_i] = 0.5 * src[src_i] * (1.0 + tanh(clamp(sqrt(2.0 / 3.14159265) * (src[src_i] + 0.044715 * pow(src[src_i], 3.0)), -9.010913, 9.010913))); // Regarding tanh() domain restrictions in wgsl https://github.com/gpuweb/gpuweb/issues/4458", - "GELU_QUICK_FUNC": "{{MUTATE}}[dst_i] = src[src_i] * 0.5 * (1.0 + tanh(clamp(0.79788456 * (src[src_i] + 0.044715 * src[src_i] * src[src_i] * src[src_i]), -9.010913, 9.010913))); // Regarding tanh() domain restrictions in wgsl https://github.com/gpuweb/gpuweb/issues/4458", - "GELU_ERF_FUNC": "{{MUTATE}}[dst_i] = 0.5 * src[src_i] * (1.0 + tanh(clamp(0.79788456 * (src[src_i] + 0.044715 * src[src_i] * src[src_i] * src[src_i]), -9.010913, 9.010913))); // Regarding tanh() domain restrictions in wgsl https://github.com/gpuweb/gpuweb/issues/4458", - "CEIL_FUNC": "{{MUTATE}}[dst_i] = ceil(src[src_i]);" -} - -#end(REPL_TEMPLATES) - -#define(VARIANTS) - -[ - { - "SHADER_NAME": "abs_f32", - "REPLS": { "TYPE": "f32", "FUNC": "ABS_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "abs_f16", - "REPLS": { "TYPE": "f16", "FUNC": "ABS_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "abs_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "ABS_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "abs_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "ABS_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "sgn_f32", - "REPLS": { "TYPE": "f32", "FUNC": "SGN_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "sgn_f16", - "REPLS": { "TYPE": "f16", "FUNC": "SGN_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "sgn_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "SGN_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "sgn_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "SGN_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "neg_f32", - "REPLS": { "TYPE": "f32", "FUNC": "NEG_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "neg_f16", - "REPLS": { "TYPE": "f16", "FUNC": "NEG_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "neg_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "NEG_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "neg_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "NEG_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "step_f32", - "REPLS": { "TYPE": "f32", "FUNC": "STEP_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "step_f16", - "REPLS": { "TYPE": "f16", "FUNC": "STEP_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "step_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "STEP_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "step_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "STEP_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "tanh_f32", - "REPLS": { "TYPE": "f32", "FUNC": "TANH_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "tanh_f16", - "REPLS": { "TYPE": "f16", "FUNC": "TANH_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "tanh_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "TANH_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "tanh_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "TANH_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "elu_f32", - "REPLS": { "TYPE": "f32", "FUNC": "ELU_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "elu_f16", - "REPLS": { "TYPE": "f16", "FUNC": "ELU_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "elu_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "ELU_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "elu_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "ELU_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "relu_f32", - "REPLS": { "TYPE": "f32", "FUNC": "RELU_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "relu_f16", - "REPLS": { "TYPE": "f16", "FUNC": "RELU_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "relu_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "RELU_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "relu_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "RELU_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "sigmoid_f32", - "REPLS": { "TYPE": "f32", "FUNC": "SIGMOID_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "sigmoid_f16", - "REPLS": { "TYPE": "f16", "FUNC": "SIGMOID_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "sigmoid_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "SIGMOID_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "sigmoid_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "SIGMOID_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "silu_f32", - "REPLS": { "TYPE": "f32", "FUNC": "SILU_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "silu_f16", - "REPLS": { "TYPE": "f16", "FUNC": "SILU_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "silu_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "SILU_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "silu_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "SILU_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "exp_f32", - "REPLS": { "TYPE": "f32", "FUNC": "EXP_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "exp_f16", - "REPLS": { "TYPE": "f16", "FUNC": "EXP_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "exp_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "EXP_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "exp_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "EXP_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "hardsigmoid_f32", - "REPLS": { "TYPE": "f32", "FUNC": "HARDSIGMOID_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "hardsigmoid_f16", - "REPLS": { "TYPE": "f16", "FUNC": "HARDSIGMOID_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "hardsigmoid_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "HARDSIGMOID_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "hardsigmoid_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "HARDSIGMOID_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "hardswish_f32", - "REPLS": { "TYPE": "f32", "FUNC": "HARDSWISH_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "hardswish_f16", - "REPLS": { "TYPE": "f16", "FUNC": "HARDSWISH_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "hardswish_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "HARDSWISH_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "hardswish_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "HARDSWISH_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "gelu_f32", - "REPLS": { "TYPE": "f32", "FUNC": "GELU_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "gelu_f16", - "REPLS": { "TYPE": "f16", "FUNC": "GELU_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "gelu_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "GELU_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "gelu_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "GELU_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "gelu_quick_f32", - "REPLS": { "TYPE": "f32", "FUNC": "GELU_QUICK_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "gelu_quick_f16", - "REPLS": { "TYPE": "f16", "FUNC": "GELU_QUICK_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "gelu_quick_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "GELU_QUICK_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "gelu_quick_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "GELU_QUICK_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "xielu_f32", - "REPLS": { "TYPE": "f32", "FUNC": "XIELU_FUNC", "EXT_PARAMS": "alpha_n: f32, alpha_p: f32, beta: f32, eps: f32", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "xielu_f16", - "REPLS": { "TYPE": "f16", "FUNC": "XIELU_FUNC", "EXT_PARAMS": "alpha_n: f32, alpha_p: f32, beta: f32, eps: f32", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "xielu_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "XIELU_FUNC", "EXT_PARAMS": "alpha_n: f32, alpha_p: f32, beta: f32, eps: f32", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "xielu_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "XIELU_FUNC", "EXT_PARAMS": "alpha_n: f32, alpha_p: f32, beta: f32, eps: f32", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "gelu_erf_f32", - "REPLS": { "TYPE": "f32", "FUNC": "GELU_ERF_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "gelu_erf_f16", - "REPLS": { "TYPE": "f16", "FUNC": "GELU_ERF_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "gelu_erf_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "GELU_ERF_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "gelu_erf_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "GELU_ERF_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - - { - "SHADER_NAME": "ceil_f32", - "REPLS": { "TYPE": "f32", "FUNC": "CEIL_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "ceil_f16", - "REPLS": { "TYPE": "f16", "FUNC": "CEIL_FUNC", "EXT_PARAMS": "", "MUTATE": "dst" }, - "DECLS": ["NOT_INPLACE"] - }, - { - "SHADER_NAME": "ceil_inplace_f32", - "REPLS": { "TYPE": "f32", "FUNC": "CEIL_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - }, - { - "SHADER_NAME": "ceil_inplace_f16", - "REPLS": { "TYPE": "f16", "FUNC": "CEIL_FUNC", "EXT_PARAMS": "", "MUTATE": "src" }, - "DECLS": ["INPLACE"] - } -] - -#end(VARIANTS) - -#define(DECLS) - -#decl(INPLACE) - -@group(0) @binding(1) -var params: Params; - -#enddecl(INPLACE) - -#decl(NOT_INPLACE) - -@group(0) @binding(1) -var dst: array<{{TYPE}}>; - -@group(0) @binding(2) -var params: Params; - -#enddecl(NOT_INPLACE) - -#end(DECLS) - -#define(SHADER) - -enable f16; - -fn update(dst_i: u32, src_i: u32) { - {{FUNC}} -} - -@group(0) @binding(0) -var src: array<{{TYPE}}>; - -DECLS - -struct Params { - ne: u32, // total number of elements - offset_src: u32, // in elements - offset_dst: u32, // in elements - - // Strides (in elements) — may be permuted - stride_src0: u32, - stride_src1: u32, - stride_src2: u32, - stride_src3: u32, - - stride_dst0: u32, - stride_dst1: u32, - stride_dst2: u32, - stride_dst3: u32, - - // Logical shapes - src_ne0: u32, - src_ne1: u32, - src_ne2: u32, - - dst_ne0: u32, - dst_ne1: u32, - dst_ne2: u32, - - {{EXT_PARAMS}} -}; - -override wg_size: u32; -@compute @workgroup_size(wg_size) -fn main(@builtin(global_invocation_id) gid: vec3) { - if (gid.x >= params.ne) { - return; - } - - var i = gid.x; - let i3 = i / (params.src_ne2 * params.src_ne1 * params.src_ne0); - i = i % (params.src_ne2 * params.src_ne1 * params.src_ne0); - let i2 = i / (params.src_ne1 * params.src_ne0); - i = i % (params.src_ne1 * params.src_ne0); - let i1 = i / params.src_ne0; - let i0 = i % params.src_ne0; - - var j = gid.x; - let j3 = j / (params.dst_ne2 * params.dst_ne1 * params.dst_ne0); - j = j % (params.dst_ne2 * params.dst_ne1 * params.dst_ne0); - let j2 = j / (params.dst_ne1 * params.dst_ne0); - j = j % (params.dst_ne1 * params.dst_ne0); - let j1 = j / params.dst_ne0; - let j0 = j % params.dst_ne0; - - let src_idx = i0 * params.stride_src0 + i1 * params.stride_src1 + - i2 * params.stride_src2 + i3 * params.stride_src3; - - let dst_idx = j0 * params.stride_dst0 + j1 * params.stride_dst1 + - j2 * params.stride_dst2 + j3 * params.stride_dst3; - - - update(params.offset_dst + dst_idx, params.offset_src + src_idx); -} - -#end(SHADER) - From 2fbde785bc106ae1c4102b0e82b9b41d9c466579 Mon Sep 17 00:00:00 2001 From: Georgi Gerganov Date: Sat, 17 Jan 2026 15:42:42 +0200 Subject: [PATCH 05/14] kv-cache : optimize KQ mask construction (#18842) * kv-cache : optimize KQ mask construction * cont : add explanation + improve * cont : fix --- src/llama-hparams.cpp | 36 ------ src/llama-hparams.h | 39 +++++- src/llama-kv-cache.cpp | 282 +++++++++++++++++++++++++++++++---------- src/llama-kv-cache.h | 2 - 4 files changed, 250 insertions(+), 109 deletions(-) diff --git a/src/llama-hparams.cpp b/src/llama-hparams.cpp index c847ef91b..5f1df995f 100644 --- a/src/llama-hparams.cpp +++ b/src/llama-hparams.cpp @@ -200,42 +200,6 @@ uint32_t llama_hparams::n_layer_kv() const { return res; } -bool llama_hparams::is_masked_swa(uint32_t n_swa, llama_swa_type swa_type, llama_pos p0, llama_pos p1) { - assert(p0 >= 0 && p1 >= 0); - - switch (swa_type) { - case LLAMA_SWA_TYPE_NONE: - { - } break; - case LLAMA_SWA_TYPE_STANDARD: - { - if (p1 - p0 >= (int32_t) n_swa) { - return true; - } - } break; - case LLAMA_SWA_TYPE_CHUNKED: - { - const llama_pos pos_chunk_start = (p1 / n_swa) * n_swa; - - if (p0 < pos_chunk_start) { - return true; - } - } break; - case LLAMA_SWA_TYPE_SYMMETRIC: - { - const int32_t half_n_swa = (int32_t) n_swa / 2; - const int32_t pos_diff = p1 - p0; - - // Mask if outside the symmetric window - if (pos_diff < -half_n_swa || pos_diff > half_n_swa) { - return true; - } - } break; - } - - return false; -} - bool llama_hparams::use_mrope() const { return rope_sections[0] > 0 && rope_sections[1] > 0; } diff --git a/src/llama-hparams.h b/src/llama-hparams.h index 7ae3ec292..2bf866552 100644 --- a/src/llama-hparams.h +++ b/src/llama-hparams.h @@ -3,6 +3,7 @@ #include "llama.h" #include +#include // bump if necessary #define LLAMA_MAX_LAYERS 512 @@ -274,9 +275,45 @@ struct llama_hparams { uint32_t n_layer_kv() const; // note that this function uses different SWA parameters from those in the hparams + // note: inlined on purpose for performance reasons // TODO: think of a better place for this function // TODO: pack the SWA params in a struct? - static bool is_masked_swa(uint32_t n_swa, llama_swa_type swa_type, llama_pos p0, llama_pos p1); + static bool is_masked_swa(uint32_t n_swa, llama_swa_type swa_type, llama_pos p0, llama_pos p1) { + assert(p0 >= 0 && p1 >= 0); + + switch (swa_type) { + case LLAMA_SWA_TYPE_NONE: + { + } break; + case LLAMA_SWA_TYPE_STANDARD: + { + if (p1 - p0 >= (int32_t) n_swa) { + return true; + } + } break; + case LLAMA_SWA_TYPE_CHUNKED: + { + const llama_pos pos_chunk_start = (p1 / n_swa) * n_swa; + + if (p0 < pos_chunk_start) { + return true; + } + } break; + case LLAMA_SWA_TYPE_SYMMETRIC: + { + const int32_t half_n_swa = (int32_t) n_swa / 2; + const int32_t pos_diff = p1 - p0; + + // Mask if outside the symmetric window + if (pos_diff < -half_n_swa || pos_diff > half_n_swa) { + return true; + } + } break; + } + + return false; + } + bool use_mrope() const; }; diff --git a/src/llama-kv-cache.cpp b/src/llama-kv-cache.cpp index 3186242d6..fd9f97d52 100644 --- a/src/llama-kv-cache.cpp +++ b/src/llama-kv-cache.cpp @@ -852,7 +852,7 @@ llama_kv_cache::slot_info llama_kv_cache::find_slot(const llama_ubatch & ubatch, const llama_seq_id seq_id_cell = cells.seq_get(idx); // SWA mask - if (is_masked_swa(pos_cell, cells.seq_pos_max(seq_id_cell) + 1)) { + if (llama_hparams::is_masked_swa(n_swa, swa_type, pos_cell, cells.seq_pos_max(seq_id_cell) + 1)) { can_use = true; } } @@ -1237,6 +1237,197 @@ void llama_kv_cache::set_input_k_shift(ggml_tensor * dst) const { } } +struct args_set_input_kq_mask { + const llama_hparams & hparams; + const llama_ubatch * ubatch; + + const std::vector & v_cells; + const std::vector & seq_to_stream; + + uint32_t n_swa; + llama_swa_type swa_type; + + int64_t n_kv; + int64_t n_stream; + int64_t n_tps; +}; + +template +static void set_input_kq_mask_impl(const args_set_input_kq_mask & args, float * data) { + //const auto & hparams = args.hparams; + const auto & ubatch = args.ubatch; + + const auto & v_cells = args.v_cells; + const auto & seq_to_stream = args.seq_to_stream; + + const uint32_t n_swa = args.n_swa; + const llama_swa_type swa_type = args.swa_type; + + const int64_t n_kv = args.n_kv; + const int64_t n_stream = args.n_stream; + const int64_t n_tps = args.n_tps; + + // the min position in the batch for each sequence + llama_pos seq_pos_min[LLAMA_MAX_SEQ]; + std::fill(seq_pos_min, seq_pos_min + LLAMA_MAX_SEQ, INT32_MAX); + + for (uint32_t i = 0; i < ubatch->n_tokens; ++i) { + const llama_seq_id seq_id = ubatch->seq_id[i][0]; + + seq_pos_min[seq_id] = std::min(seq_pos_min[seq_id], ubatch->pos[i]); + } + + for (uint32_t s = 0; s < n_stream; ++s) { + // bookeeping of the KQ mask cells that could change for other tokens of the same sequence + std::unordered_map seq_srct; + std::unordered_map> seq_idxs; + + for (uint32_t ii = 0; ii < n_tps; ++ii) { + const uint32_t i = s*n_tps + ii; + + const llama_seq_id seq_id = ubatch->seq_id[i][0]; + + const auto & cells = v_cells.at(seq_to_stream[seq_id]); + + llama_pos p0 = -1; + const llama_pos p1 = ubatch->pos[i]; + + // for M-RoPE + const llama_pos p1_x = is_2d ? ubatch->pos[i + ubatch->n_tokens*2] : 0; + const llama_pos p1_y = is_2d ? ubatch->pos[i + ubatch->n_tokens] : 0; + + const uint64_t idst = n_kv*i; + + // for tokens of the same sequence, the mask is mostly the same, so we can reuse it + // the only cells that could change are the ones that are with similar positions as the + // ones in the batch (i.e. due to causal masking, SWA, etc.) + // keep track of those cells and shortcut the loop to save time + // note: this optimization is not compatible with Alibi position encoding + // ref: https://github.com/ggml-org/llama.cpp/pull/18842 + bool prev = false; + + auto & idxs = seq_idxs[seq_id]; + + if (!alibi) { + if (seq_srct.find(seq_id) != seq_srct.end()) { + const uint32_t srct = seq_srct[seq_id]; + + const uint64_t idst_prev = n_kv*srct; + + std::copy(data + idst_prev, data + idst_prev + n_kv, data + idst); + + prev = true; + } else { + idxs.clear(); + idxs.reserve(ubatch->n_tokens + n_swa + 32); + + seq_srct[seq_id] = i; + } + } + + for (uint32_t jj = 0; jj < n_kv; ++jj) { + uint32_t j = jj; + + // we have an exiting mask for this sequence -> update just seq_idxs + if (!alibi) { + if (prev) { + if (jj >= idxs.size()) { + break; + } + + j = idxs[jj]; + } + } + + if (cells.is_empty(j)) { + goto skip; + } + + // mask the token if not the same sequence + if (!cells.seq_has(j, seq_id)) { + goto skip; + } + + p0 = cells.pos_get(j); + + if (!alibi) { + if (!prev) { + // record all cells for which: p0 >= seq_pos_min[seq_id] - n_swa - 32 + if (p0 + (int32_t) (n_swa + 32) >= seq_pos_min[seq_id]) { + idxs.push_back(j); + } + } + } + + if (causal) { + // mask future tokens + if (p0 > p1) { + goto skip; + } + + // M-RoPE causal mask + if (is_2d) { + if (p0 == p1) { + const auto & p0_ext = cells.ext_get(j); + + if (p0_ext.is_2d_gt(p1_x, p1_y)) { + goto skip; + } + } + } + } + + // apply SWA if any + if (swa) { + if (llama_hparams::is_masked_swa(n_swa, swa_type, p0, p1)) { + goto skip; + } + } + + if (alibi) { + data[idst + j] = -std::abs(p0 - p1); + } else { + data[idst + j] = 0.0f; + } + + continue; +skip: + data[idst + j] = -INFINITY; + } + } + } +} + +template +static void set_input_kq_mask_impl(const args_set_input_kq_mask & args, float * data) { + const bool alibi = args.hparams.use_alibi; + if (alibi) { + set_input_kq_mask_impl (args, data); + } else { + set_input_kq_mask_impl(args, data); + } +} + +template +static void set_input_kq_mask_impl(const args_set_input_kq_mask & args, float * data) { + const bool is_2d = args.ubatch->is_pos_2d(); + if (is_2d) { + set_input_kq_mask_impl (args, data); + } else { + set_input_kq_mask_impl(args, data); + } +} + +template +static void set_input_kq_mask_impl(const args_set_input_kq_mask & args, float * data) { + const bool swa = args.swa_type != LLAMA_SWA_TYPE_NONE; + if (swa) { + set_input_kq_mask_impl (args, data); + } else { + set_input_kq_mask_impl(args, data); + } +} + void llama_kv_cache::set_input_kq_mask(ggml_tensor * dst, const llama_ubatch * ubatch, bool causal_attn) const { const uint32_t n_tokens = ubatch->n_tokens; @@ -1251,74 +1442,29 @@ void llama_kv_cache::set_input_kq_mask(ggml_tensor * dst, const llama_ubatch * u // n_tps == n_tokens_per_stream const int64_t n_tps = n_tokens/n_stream; - std::fill(data, data + ggml_nelements(dst), -INFINITY); + //const int64_t t_start = ggml_time_us(); - // Use only the previous KV cells of the correct sequence for each token of the ubatch. - // It's assumed that if a token in the batch has multiple sequences, they are equivalent. - // Example with a cache of 10 tokens, 2 tokens populated in cache and 3 tokens in batch: - // Causal mask: - // xxx------- - // xxxx------ - // xxxxx----- - // Non-causal mask: - // xxxxx----- - // xxxxx----- - // xxxxx----- - // To visualize the mask, see https://github.com/ggml-org/llama.cpp/pull/12615 - // TODO: optimize this section - for (uint32_t h = 0; h < 1; ++h) { - for (uint32_t s = 0; s < n_stream; ++s) { - for (uint32_t ii = 0; ii < n_tps; ++ii) { - const uint32_t i = s*n_tps + ii; + const args_set_input_kq_mask args = { + /*.hparams =*/ hparams, + /*.ubatch =*/ ubatch, + /*.v_cells =*/ v_cells, + /*.seq_to_stream =*/ seq_to_stream, + /*.n_swa =*/ n_swa, + /*.swa_type =*/ swa_type, + /*.n_kv =*/ n_kv, + /*.n_stream =*/ n_stream, + /*.n_tps =*/ n_tps, + }; - const llama_seq_id seq_id = ubatch->seq_id[i][0]; - - const auto & cells = v_cells[seq_to_stream[seq_id]]; - - const llama_pos p1 = ubatch->pos[i]; - - // for M-RoPE - const bool is_2d = ubatch->is_pos_2d(); - const llama_pos p1_x = is_2d ? ubatch->pos[i + ubatch->n_tokens*2] : 0; - const llama_pos p1_y = is_2d ? ubatch->pos[i + ubatch->n_tokens] : 0; - - const uint64_t idst = n_kv*(h*n_stream*n_tps + s*n_tps + ii); - - for (uint32_t j = 0; j < n_kv; ++j) { - if (cells.is_empty(j)) { - continue; - } - - // mask the token if not the same sequence - if (!cells.seq_has(j, seq_id)) { - continue; - } - - const llama_pos p0 = cells.pos_get(j); - - // mask future tokens - if (causal_attn && p0 > p1) { - continue; - } - - // M-RoPE causal mask - if (causal_attn && is_2d && p0 == p1) { - const auto & p0_ext = cells.ext_get(j); - if (p0_ext.is_2d_gt(p1_x, p1_y)) { - continue; - } - } - - // apply SWA if any - if (is_masked_swa(p0, p1)) { - continue; - } - - data[idst + j] = hparams.use_alibi ? -std::abs(p0 - p1) : 0.0f; - } - } - } + if (causal_attn) { + set_input_kq_mask_impl (args, data); + } else { + set_input_kq_mask_impl(args, data); } + + //const int64_t t_end = ggml_time_us(); + + //LLAMA_LOG_ERROR("%s: kq mask time: %0.3f ms\n", __func__, (t_end - t_start)/1000.0); } void llama_kv_cache::set_input_pos_bucket(ggml_tensor * dst, const llama_ubatch * ubatch) const { @@ -1483,10 +1629,6 @@ ggml_cgraph * llama_kv_cache::build_graph_shift(llm_graph_result * res, llama_co return gf; } -bool llama_kv_cache::is_masked_swa(llama_pos p0, llama_pos p1) const { - return llama_hparams::is_masked_swa(n_swa, swa_type, p0, p1); -} - void llama_kv_cache::state_write(llama_io_write_i & io, llama_seq_id seq_id, llama_state_seq_flags flags) const { GGML_UNUSED(flags); diff --git a/src/llama-kv-cache.h b/src/llama-kv-cache.h index 0c4ed6484..e194bf3e2 100644 --- a/src/llama-kv-cache.h +++ b/src/llama-kv-cache.h @@ -257,8 +257,6 @@ private: size_t size_k_bytes() const; size_t size_v_bytes() const; - bool is_masked_swa(llama_pos p0, llama_pos p1) const; - ggml_tensor * build_rope_shift( const llama_cparams & cparams, ggml_context * ctx, From 57c0beaed0a8ed9122e9e42357ba960a7a7d8c69 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Sat, 17 Jan 2026 21:52:02 +0100 Subject: [PATCH 06/14] ci : add label for jinja changes (#18903) --- .github/labeler.yml | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/.github/labeler.yml b/.github/labeler.yml index d8ada150c..08cfd7e0b 100644 --- a/.github/labeler.yml +++ b/.github/labeler.yml @@ -89,7 +89,10 @@ nix: embedding: - changed-files: - any-glob-to-any-file: examples/embedding/ - +jinja parser: + - changed-files: + - any-glob-to-any-file: + - common/jinja/** Ascend NPU: - changed-files: - any-glob-to-any-file: From d1b4757dedbb60a811c8d7012249a96b1b702606 Mon Sep 17 00:00:00 2001 From: lhez Date: Sat, 17 Jan 2026 13:50:32 -0800 Subject: [PATCH 07/14] opencl: fix q6_K mv for m=1 (#18893) --- ggml/src/ggml-opencl/kernels/mul_mv_q6_k.cl | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/ggml/src/ggml-opencl/kernels/mul_mv_q6_k.cl b/ggml/src/ggml-opencl/kernels/mul_mv_q6_k.cl index 8a17b9aae..819e5192e 100644 --- a/ggml/src/ggml-opencl/kernels/mul_mv_q6_k.cl +++ b/ggml/src/ggml-opencl/kernels/mul_mv_q6_k.cl @@ -111,6 +111,10 @@ kernel void kernel_mul_mv_q6_K_f32( int row = N_SIMDGROUP * r0 + get_sub_group_id(); + if (row >= ne01) { + return; + } + int i12 = im%ne12; int i13 = im/ne12; From f55b033ae6ce58ea695b4af8a68da78eb9781e3a Mon Sep 17 00:00:00 2001 From: Xuan-Son Nguyen Date: Sun, 18 Jan 2026 00:48:55 +0100 Subject: [PATCH 08/14] jinja: correct member access rule (#18905) --- common/jinja/runtime.cpp | 18 +++++++++++++++++- common/jinja/runtime.h | 3 ++- common/jinja/value.cpp | 5 +++++ common/jinja/value.h | 1 + tests/test-jinja.cpp | 12 ++++++++++++ 5 files changed, 37 insertions(+), 2 deletions(-) diff --git a/common/jinja/runtime.cpp b/common/jinja/runtime.cpp index ba07f7a6d..03ac3d16e 100644 --- a/common/jinja/runtime.cpp +++ b/common/jinja/runtime.cpp @@ -560,6 +560,7 @@ value for_statement::execute_impl(context & ctx) { for (size_t i = 0; i < filtered_items.size(); i++) { JJ_DEBUG("For loop iteration %zu/%zu", i + 1, filtered_items.size()); value_object loop_obj = mk_val(); + loop_obj->has_builtins = false; // loop object has no builtins loop_obj->insert("index", mk_val(i + 1)); loop_obj->insert("index0", mk_val(i)); loop_obj->insert("revindex", mk_val(filtered_items.size() - i)); @@ -717,6 +718,7 @@ value member_expression::execute_impl(context & ctx) { value property; if (this->computed) { + // syntax: obj[expr] JJ_DEBUG("Member expression, computing property type %s", this->property->type().c_str()); int64_t arr_size = 0; @@ -745,10 +747,24 @@ value member_expression::execute_impl(context & ctx) { property = this->property->execute(ctx); } } else { + // syntax: obj.prop if (!is_stmt(this->property)) { - throw std::runtime_error("Non-computed member property must be an identifier"); + throw std::runtime_error("Static member property must be an identifier"); } property = mk_val(cast_stmt(this->property)->val); + std::string prop = property->as_string().str(); + JJ_DEBUG("Member expression, object type %s, static property '%s'", object->type().c_str(), prop.c_str()); + + // behavior of jinja2: obj having prop as a built-in function AND 'prop', as an object key, + // then obj.prop returns the built-in function, not the property value. + // while obj['prop'] returns the property value. + // example: {"obj": {"items": 123}} -> obj.items is the built-in function, obj['items'] is 123 + + value val = try_builtin_func(ctx, prop, object, true); + if (!is_val(val)) { + return val; + } + // else, fallthrough to normal property access below } JJ_DEBUG("Member expression on object type %s, property type %s", object->type().c_str(), property->type().c_str()); diff --git a/common/jinja/runtime.h b/common/jinja/runtime.h index 1e7c63b85..de42b66c5 100644 --- a/common/jinja/runtime.h +++ b/common/jinja/runtime.h @@ -56,6 +56,7 @@ struct context { // src is optional, used for error reporting context(std::string src = "") : src(std::make_shared(std::move(src))) { env = mk_val(); + env->has_builtins = false; // context object has no builtins env->insert("true", mk_val(true)); env->insert("True", mk_val(true)); env->insert("false", mk_val(false)); @@ -265,7 +266,7 @@ struct comment_statement : public statement { struct member_expression : public expression { statement_ptr object; statement_ptr property; - bool computed; + bool computed; // true if obj[expr] and false if obj.prop member_expression(statement_ptr && object, statement_ptr && property, bool computed) : object(std::move(object)), property(std::move(property)), computed(computed) { diff --git a/common/jinja/value.cpp b/common/jinja/value.cpp index 0ae9d1c56..fc1023ff2 100644 --- a/common/jinja/value.cpp +++ b/common/jinja/value.cpp @@ -888,6 +888,11 @@ const func_builtins & value_array_t::get_builtins() const { const func_builtins & value_object_t::get_builtins() const { + if (!has_builtins) { + static const func_builtins no_builtins = {}; + return no_builtins; + } + static const func_builtins builtins = { // {"default", default_value}, // cause issue with gpt-oss {"get", [](const func_args & args) -> value { diff --git a/common/jinja/value.h b/common/jinja/value.h index 05e7d1e41..2fa87daf8 100644 --- a/common/jinja/value.h +++ b/common/jinja/value.h @@ -286,6 +286,7 @@ using value_array = std::shared_ptr; struct value_object_t : public value_t { + bool has_builtins = true; // context and loop objects do not have builtins value_object_t() = default; value_object_t(value & v) { val_obj = v->val_obj; diff --git a/tests/test-jinja.cpp b/tests/test-jinja.cpp index 7adb302ff..6aa90e1a0 100644 --- a/tests/test-jinja.cpp +++ b/tests/test-jinja.cpp @@ -1063,6 +1063,18 @@ static void test_object_methods(testing & t) { {{"obj", {{"items", json::array({1, 2, 3})}}}}, "{\"items\": [1, 2, 3]}" ); + + test_template(t, "object attribute and key access", + "{{ obj.keys()|join(',') }} vs {{ obj['keys'] }} vs {{ obj.test }}", + {{"obj", {{"keys", "value"}, {"test", "attr_value"}}}}, + "keys,test vs value vs attr_value" + ); + + test_template(t, "env should not have object methods", + "{{ keys is undefined }} {{ obj.keys is defined }}", + {{"obj", {{"a", "b"}}}}, + "True True" + ); } static void test_template(testing & t, const std::string & name, const std::string & tmpl, const json & vars, const std::string & expect) { From 420960ab9285993b6432c13f4f221a2447409070 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Sun, 18 Jan 2026 00:57:51 +0100 Subject: [PATCH 09/14] jinja : fix lexing of float literals with sign (#18901) * fix lexing of float literals with sign * add test * consume_numeric --- common/jinja/lexer.cpp | 19 ++++++++++++------- tests/test-jinja.cpp | 6 ++++++ 2 files changed, 18 insertions(+), 7 deletions(-) diff --git a/common/jinja/lexer.cpp b/common/jinja/lexer.cpp index 85eaa1a76..598982c2f 100644 --- a/common/jinja/lexer.cpp +++ b/common/jinja/lexer.cpp @@ -91,6 +91,16 @@ lexer_result lexer::tokenize(const std::string & source) { return str; }; + auto consume_numeric = [&]() -> std::string { + std::string num = consume_while(is_integer); + if (pos < src.size() && src[pos] == '.' && pos + 1 < src.size() && is_integer(src[pos + 1])) { + ++pos; // Consume '.' + std::string frac = consume_while(is_integer); + num += "." + frac; + } + return num; + }; + auto next_pos_is = [&](std::initializer_list chars, size_t n = 1) -> bool { if (pos + n >= src.size()) return false; for (char c : chars) { @@ -258,7 +268,7 @@ lexer_result lexer::tokenize(const std::string & source) { ++pos; // Consume the operator // Check for numbers following the unary operator - std::string num = consume_while(is_integer); + std::string num = consume_numeric(); std::string value = std::string(1, ch) + num; token::type t = num.empty() ? token::unary_operator : token::numeric_literal; // JJ_DEBUG("consumed unary operator or numeric literal: '%s'", value.c_str()); @@ -307,12 +317,7 @@ lexer_result lexer::tokenize(const std::string & source) { // Numbers if (is_integer(ch)) { start_pos = pos; - std::string num = consume_while(is_integer); - if (pos < src.size() && src[pos] == '.' && pos + 1 < src.size() && is_integer(src[pos + 1])) { - ++pos; // Consume '.' - std::string frac = consume_while(is_integer); - num += "." + frac; - } + std::string num = consume_numeric(); // JJ_DEBUG("consumed numeric literal: '%s'", num.c_str()); tokens.push_back({token::numeric_literal, num, start_pos}); continue; diff --git a/tests/test-jinja.cpp b/tests/test-jinja.cpp index 6aa90e1a0..ed75f7089 100644 --- a/tests/test-jinja.cpp +++ b/tests/test-jinja.cpp @@ -247,6 +247,12 @@ static void test_expressions(testing & t) { "Bob" ); + test_template(t, "negative float (not dot notation)", + "{{ -1.0 }}", + json::object(), + "-1.0" + ); + test_template(t, "bracket notation", "{{ user['name'] }}", {{"user", {{"name", "Bob"}}}}, From 10c98cbdf623d982f7491e8de5711e916a913192 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Sun, 18 Jan 2026 01:05:09 +0100 Subject: [PATCH 10/14] jinja : add missing tojson filter for bool (#18900) * add missing tojson for bool * add more literal tests --- common/jinja/value.cpp | 1 + tests/test-jinja.cpp | 60 ++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 61 insertions(+) diff --git a/common/jinja/value.cpp b/common/jinja/value.cpp index fc1023ff2..acf24257f 100644 --- a/common/jinja/value.cpp +++ b/common/jinja/value.cpp @@ -698,6 +698,7 @@ const func_builtins & value_bool_t::get_builtins() const { bool val = args.get_pos(0)->as_bool(); return mk_val(val ? "True" : "False"); }}, + {"tojson", tojson}, }; return builtins; } diff --git a/tests/test-jinja.cpp b/tests/test-jinja.cpp index ed75f7089..6ed048768 100644 --- a/tests/test-jinja.cpp +++ b/tests/test-jinja.cpp @@ -540,6 +540,66 @@ static void test_literals(testing & t) { json::object(), "1" ); + + test_template(t, "integer|abs", + "{{ -42 | abs }}", + json::object(), + "42" + ); + + test_template(t, "integer|float", + "{{ 42 | float }}", + json::object(), + "42.0" + ); + + test_template(t, "integer|tojson", + "{{ 42 | tojson }}", + json::object(), + "42" + ); + + test_template(t, "float|abs", + "{{ -3.14 | abs }}", + json::object(), + "3.14" + ); + + test_template(t, "float|int", + "{{ 3.14 | int }}", + json::object(), + "3" + ); + + test_template(t, "float|tojson", + "{{ 3.14 | tojson }}", + json::object(), + "3.14" + ); + + test_template(t, "string|tojson", + "{{ 'hello' | tojson }}", + json::object(), + "\"hello\"" + ); + + test_template(t, "boolean|int", + "{{ true | int }}", + json::object(), + "1" + ); + + test_template(t, "boolean|float", + "{{ true | float }}", + json::object(), + "1.0" + ); + + test_template(t, "boolean|tojson", + "{{ true | tojson }}", + json::object(), + "true" + ); } static void test_comments(testing & t) { From d03c45c9c56795af8b0e899762bf266c14fd2028 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Sun, 18 Jan 2026 02:53:01 +0100 Subject: [PATCH 11/14] jinja : attribute support for join, map and sort (#18883) * support negative array index and default value * attribute support (int and str) for join, map and sort * add tests * update CODEOWNERS * improve fixme sorting comment --- CODEOWNERS | 1 + common/jinja/value.cpp | 83 ++++++++++++++++++++++++++---------------- common/jinja/value.h | 16 +++++++- tests/test-jinja.cpp | 82 ++++++++++++++++++++++++++++++++++++++--- 4 files changed, 144 insertions(+), 38 deletions(-) diff --git a/CODEOWNERS b/CODEOWNERS index 750096d9a..55f5011df 100644 --- a/CODEOWNERS +++ b/CODEOWNERS @@ -15,6 +15,7 @@ /common/common.* @ggerganov /common/console.* @ggerganov /common/http.* @angt +/common/jinja/ @ngxson @CISC @aldehir /common/llguidance.* @ggerganov /common/log.* @ggerganov /common/peg-parser.* @aldehir diff --git a/common/jinja/value.cpp b/common/jinja/value.cpp index acf24257f..4e309c1ad 100644 --- a/common/jinja/value.cpp +++ b/common/jinja/value.cpp @@ -776,19 +776,30 @@ const func_builtins & value_array_t::get_builtins() const { if (!is_val(args.get_pos(0))) { throw raised_exception("join() first argument must be an array"); } - value val_delim = args.get_kwarg_or_pos("d", 1); - value val_attribute = args.get_kwarg_or_pos("attribute", 2); - if (!val_attribute->is_undefined()) { - throw not_implemented_exception("array attribute join not implemented"); - } + value val_delim = args.get_kwarg_or_pos("d", 1); + value attribute = args.get_kwarg_or_pos("attribute", 2); const auto & arr = args.get_pos(0)->as_array(); - std::string delim = is_val(val_delim) ? val_delim->as_string().str() : ""; + const bool attr_is_int = is_val(attribute); + if (!attribute->is_undefined() && !is_val(attribute) && !attr_is_int) { + throw raised_exception("join() attribute must be string or integer"); + } + const int64_t attr_int = attr_is_int ? attribute->as_int() : 0; + const std::string delim = val_delim->is_undefined() ? "" : val_delim->as_string().str(); + const std::string attr_name = attribute->is_undefined() ? "" : attribute->as_string().str(); std::string result; for (size_t i = 0; i < arr.size(); ++i) { - if (!is_val(arr[i]) && !is_val(arr[i]) && !is_val(arr[i])) { + value val_arr = arr[i]; + if (!attribute->is_undefined()) { + if (attr_is_int && is_val(val_arr)) { + val_arr = val_arr->at(attr_int); + } else if (!attr_is_int && !attr_name.empty() && is_val(val_arr)) { + val_arr = val_arr->at(attr_name); + } + } + if (!is_val(val_arr) && !is_val(val_arr) && !is_val(val_arr)) { throw raised_exception("join() can only join arrays of strings or numerics"); } - result += arr[i]->as_string().str(); + result += val_arr->as_string().str(); if (i < arr.size() - 1) { result += delim; } @@ -803,26 +814,30 @@ const func_builtins & value_array_t::get_builtins() const { }}, {"tojson", tojson}, {"map", [](const func_args & args) -> value { - args.ensure_count(2, 3); + args.ensure_count(2); if (!is_val(args.get_pos(0))) { throw raised_exception("map: first argument must be an array"); } - value attribute = args.get_kwarg_or_pos("attribute", 1); - if (is_val(attribute)) { - throw not_implemented_exception("map: integer attribute not implemented"); + if (!is_val(args.get_args().at(1))) { + throw not_implemented_exception("map: filter-mapping not implemented"); } - if (!is_val(attribute)) { + value attribute = args.get_kwarg_or_pos("attribute", 1); + const bool attr_is_int = is_val(attribute); + if (!is_val(attribute) && !attr_is_int) { throw raised_exception("map: attribute must be string or integer"); } - std::string attr_name = attribute->as_string().str(); + const int64_t attr_int = attr_is_int ? attribute->as_int() : 0; + const std::string attr_name = attribute->as_string().str(); value default_val = args.get_kwarg("default", mk_val()); auto out = mk_val(); auto arr = args.get_pos(0)->as_array(); for (const auto & item : arr) { - if (!is_val(item)) { - throw raised_exception("map: item is not an object"); + value attr_val; + if (attr_is_int) { + attr_val = is_val(item) ? item->at(attr_int, default_val) : default_val; + } else { + attr_val = is_val(item) ? item->at(attr_name, default_val) : default_val; } - value attr_val = item->at(attr_name, default_val); out->push_back(attr_val); } return out; @@ -848,29 +863,35 @@ const func_builtins & value_array_t::get_builtins() const { return arr_editable->pop_at(index); }}, {"sort", [](const func_args & args) -> value { - args.ensure_count(1, 3); + args.ensure_count(1, 4); if (!is_val(args.get_pos(0))) { throw raised_exception("sort: first argument must be an array"); } - bool reverse = args.get_kwarg("reverse", mk_val())->as_bool(); - value attribute = args.get_kwarg("attribute", mk_val()); - std::string attr = attribute->is_undefined() ? "" : attribute->as_string().str(); + value val_reverse = args.get_kwarg_or_pos("reverse", 1); + value val_case = args.get_kwarg_or_pos("case_sensitive", 2); + value attribute = args.get_kwarg_or_pos("attribute", 3); + // FIXME: sorting is currently always case sensitive + //const bool case_sensitive = val_case->as_bool(); // undefined == false + const bool reverse = val_reverse->as_bool(); // undefined == false + const bool attr_is_int = is_val(attribute); + const int64_t attr_int = attr_is_int ? attribute->as_int() : 0; + const std::string attr_name = attribute->is_undefined() ? "" : attribute->as_string().str(); std::vector arr = cast_val(args.get_pos(0))->as_array(); // copy std::sort(arr.begin(), arr.end(),[&](const value & a, const value & b) { value val_a = a; value val_b = b; if (!attribute->is_undefined()) { - if (!is_val(a) || !is_val(b)) { - throw raised_exception("sort: items are not objects"); + if (attr_is_int && is_val(a) && is_val(b)) { + val_a = a->at(attr_int); + val_b = b->at(attr_int); + } else if (!attr_is_int && !attr_name.empty() && is_val(a) && is_val(b)) { + val_a = a->at(attr_name); + val_b = b->at(attr_name); + } else { + throw raised_exception("sort: unsupported object attribute comparison"); } - val_a = attr.empty() ? a : a->at(attr); - val_b = attr.empty() ? b : b->at(attr); - } - if (reverse) { - return value_compare(val_a, val_b, value_compare_op::gt); - } else { - return !value_compare(val_a, val_b, value_compare_op::gt); } + return value_compare(val_a, val_b, reverse ? value_compare_op::gt : value_compare_op::lt); }); return mk_val(arr); }}, @@ -964,7 +985,7 @@ const func_builtins & value_object_t::get_builtins() const { value val_case = args.get_kwarg_or_pos("case_sensitive", 1); value val_by = args.get_kwarg_or_pos("by", 2); value val_reverse = args.get_kwarg_or_pos("reverse", 3); - // FIXME: sorting is case sensitive + // FIXME: sorting is currently always case sensitive //const bool case_sensitive = val_case->as_bool(); // undefined == false const bool reverse = val_reverse->as_bool(); // undefined == false if (!val_by->is_undefined()) { diff --git a/common/jinja/value.h b/common/jinja/value.h index 2fa87daf8..6ccb9e561 100644 --- a/common/jinja/value.h +++ b/common/jinja/value.h @@ -168,8 +168,20 @@ struct value_t { } return val_obj.unordered.at(key); } - virtual value & at(size_t index) { - if (index >= val_arr.size()) { + virtual value & at(int64_t index, value & default_val) { + if (index < 0) { + index += val_arr.size(); + } + if (index < 0 || static_cast(index) >= val_arr.size()) { + return default_val; + } + return val_arr[index]; + } + virtual value & at(int64_t index) { + if (index < 0) { + index += val_arr.size(); + } + if (index < 0 || static_cast(index) >= val_arr.size()) { throw std::runtime_error("Index " + std::to_string(index) + " out of bounds for array of size " + std::to_string(val_arr.size())); } return val_arr[index]; diff --git a/tests/test-jinja.cpp b/tests/test-jinja.cpp index 6ed048768..fef0ef8ae 100644 --- a/tests/test-jinja.cpp +++ b/tests/test-jinja.cpp @@ -389,6 +389,32 @@ static void test_filters(testing & t) { "123" ); + test_template(t, "sort reverse", + "{% for i in items|sort(true) %}{{ i }}{% endfor %}", + {{"items", json::array({3, 1, 2})}}, + "321" + ); + + test_template(t, "sort with attribute", + "{{ items|sort(attribute='name')|join(attribute='age') }}", + {{"items", json::array({ + json({{"name", "c"}, {"age", 3}}), + json({{"name", "a"}, {"age", 1}}), + json({{"name", "b"}, {"age", 2}}), + })}}, + "123" + ); + + test_template(t, "sort with numeric attribute", + "{{ items|sort(attribute=0)|join(attribute=1) }}", + {{"items", json::array({ + json::array({3, "z"}), + json::array({1, "x"}), + json::array({2, "y"}), + })}}, + "xyz" + ); + test_template(t, "join", "{{ items|join(', ') }}", {{"items", json::array({"a", "b", "c"})}}, @@ -1000,7 +1026,17 @@ static void test_array_methods(testing & t) { ); test_template(t, "array|join attribute", - "{{ arr|join(attribute=0) }}", + "{{ arr|join(attribute='age') }}", + {{"arr", json::array({ + json({{"name", "a"}, {"age", 1}}), + json({{"name", "b"}, {"age", 2}}), + json({{"name", "c"}, {"age", 3}}), + })}}, + "123" + ); + + test_template(t, "array|join numeric attribute", + "{{ arr|join(attribute=-1) }}", {{"arr", json::array({json::array({1}), json::array({2}), json::array({3})})}}, "123" ); @@ -1023,8 +1059,8 @@ static void test_array_methods(testing & t) { "a,b,c,d" ); - test_template(t, "array.map() with attribute", - "{% for v in arr.map('age') %}{{ v }} {% endfor %}", + test_template(t, "array|map with attribute", + "{% for v in arr|map(attribute='age') %}{{ v }} {% endfor %}", {{"arr", json::array({ json({{"name", "a"}, {"age", 1}}), json({{"name", "b"}, {"age", 2}}), @@ -1033,8 +1069,28 @@ static void test_array_methods(testing & t) { "1 2 3 " ); - test_template(t, "array.map() with numeric attribute", - "{% for v in arr.map(0) %}{{ v }} {% endfor %}", + test_template(t, "array|map with attribute default", + "{% for v in arr|map(attribute='age', default=3) %}{{ v }} {% endfor %}", + {{"arr", json::array({ + json({{"name", "a"}, {"age", 1}}), + json({{"name", "b"}, {"age", 2}}), + json({{"name", "c"}}), + })}}, + "1 2 3 " + ); + + test_template(t, "array|map without attribute default", + "{% for v in arr|map(attribute='age') %}{{ v }} {% endfor %}", + {{"arr", json::array({ + json({{"name", "a"}, {"age", 1}}), + json({{"name", "b"}, {"age", 2}}), + json({{"name", "c"}}), + })}}, + "1 2 " + ); + + test_template(t, "array|map with numeric attribute", + "{% for v in arr|map(attribute=0) %}{{ v }} {% endfor %}", {{"arr", json::array({ json::array({10, "x"}), json::array({20, "y"}), @@ -1043,6 +1099,22 @@ static void test_array_methods(testing & t) { "10 20 30 " ); + test_template(t, "array|map with negative attribute", + "{% for v in arr|map(attribute=-1) %}{{ v }} {% endfor %}", + {{"arr", json::array({ + json::array({10, "x"}), + json::array({20, "y"}), + json::array({30, "z"}), + })}}, + "x y z " + ); + + test_template(t, "array|map with filter", + "{{ arr|map('int')|sum }}", + {{"arr", json::array({"1", "2", "3"})}}, + "6" + ); + // not used by any chat templates // test_template(t, "array.insert()", // "{% set _ = arr.insert(1, 'x') %}{{ arr|join(',') }}", From bbcdac0189b847718026c77023a9f2c24523c4ba Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sigbj=C3=B8rn=20Skj=C3=A6ret?= Date: Sun, 18 Jan 2026 03:40:06 +0100 Subject: [PATCH 12/14] jinja : fix object item order (and properly implement dictsort) (#18904) * fix object item order * as_ordered_object * copy whole object --- common/jinja/runtime.cpp | 12 ++++-------- common/jinja/runtime.h | 2 +- common/jinja/value.cpp | 38 +++++++++++++++----------------------- common/jinja/value.h | 12 ++++++++++-- 4 files changed, 30 insertions(+), 34 deletions(-) diff --git a/common/jinja/runtime.cpp b/common/jinja/runtime.cpp index 03ac3d16e..d8ef27908 100644 --- a/common/jinja/runtime.cpp +++ b/common/jinja/runtime.cpp @@ -268,8 +268,7 @@ value binary_expression::execute_impl(context & ctx) { // String in object if (is_val(left_val) && is_val(right_val)) { auto key = left_val->as_string().str(); - auto & obj = right_val->as_object(); - bool has_key = obj.find(key) != obj.end(); + bool has_key = right_val->has_key(key); if (op.value == "in") { return mk_val(has_key); } else if (op.value == "not in") { @@ -464,7 +463,7 @@ value for_statement::execute_impl(context & ctx) { std::vector items; if (is_val(iterable_val)) { JJ_DEBUG("%s", "For loop over object keys"); - auto & obj = iterable_val->as_object(); + auto & obj = iterable_val->as_ordered_object(); for (auto & p : obj) { auto tuple = mk_val(); if (iterable_val->val_obj.is_key_numeric) { @@ -779,11 +778,8 @@ value member_expression::execute_impl(context & ctx) { throw std::runtime_error("Cannot access object with non-string: got " + property->type()); } auto key = property->as_string().str(); - auto & obj = object->as_object(); - auto it = obj.find(key); - if (it != obj.end()) { - val = it->second; - } else { + val = object->at(key, val); + if (is_val(val)) { val = try_builtin_func(ctx, key, object, true); } JJ_DEBUG("Accessed property '%s' value, got type: %s", key.c_str(), val->type().c_str()); diff --git a/common/jinja/runtime.h b/common/jinja/runtime.h index de42b66c5..dc7f4e471 100644 --- a/common/jinja/runtime.h +++ b/common/jinja/runtime.h @@ -69,7 +69,7 @@ struct context { context(const context & parent) : context() { // inherit variables (for example, when entering a new scope) - auto & pvar = parent.env->as_object(); + auto & pvar = parent.env->as_ordered_object(); for (const auto & pair : pvar) { set_val(pair.first, pair.second); } diff --git a/common/jinja/value.cpp b/common/jinja/value.cpp index 4e309c1ad..e414aad44 100644 --- a/common/jinja/value.cpp +++ b/common/jinja/value.cpp @@ -929,18 +929,13 @@ const func_builtins & value_object_t::get_builtins() const { if (args.count() == 3) { default_val = args.get_pos(2); } - const auto & obj = args.get_pos(0)->as_object(); + const value obj = args.get_pos(0); std::string key = args.get_pos(1)->as_string().str(); - auto it = obj.find(key); - if (it != obj.end()) { - return it->second; - } else { - return default_val; - } + return obj->at(key, default_val); }}, {"keys", [](const func_args & args) -> value { args.ensure_vals(); - const auto & obj = args.get_pos(0)->as_object(); + const auto & obj = args.get_pos(0)->as_ordered_object(); auto result = mk_val(); for (const auto & pair : obj) { result->push_back(mk_val(pair.first)); @@ -949,7 +944,7 @@ const func_builtins & value_object_t::get_builtins() const { }}, {"values", [](const func_args & args) -> value { args.ensure_vals(); - const auto & obj = args.get_pos(0)->as_object(); + const auto & obj = args.get_pos(0)->as_ordered_object(); auto result = mk_val(); for (const auto & pair : obj) { result->push_back(pair.second); @@ -958,7 +953,7 @@ const func_builtins & value_object_t::get_builtins() const { }}, {"items", [](const func_args & args) -> value { args.ensure_vals(); - const auto & obj = args.get_pos(0)->as_object(); + const auto & obj = args.get_pos(0)->as_ordered_object(); auto result = mk_val(); for (const auto & pair : obj) { auto item = mk_val(); @@ -972,7 +967,7 @@ const func_builtins & value_object_t::get_builtins() const { {"string", tojson}, {"length", [](const func_args & args) -> value { args.ensure_vals(); - const auto & obj = args.get_pos(0)->as_object(); + const auto & obj = args.get_pos(0)->as_ordered_object(); return mk_val(static_cast(obj.size())); }}, {"tojson", [](const func_args & args) -> value { @@ -988,18 +983,15 @@ const func_builtins & value_object_t::get_builtins() const { // FIXME: sorting is currently always case sensitive //const bool case_sensitive = val_case->as_bool(); // undefined == false const bool reverse = val_reverse->as_bool(); // undefined == false - if (!val_by->is_undefined()) { - throw not_implemented_exception("dictsort by key not implemented"); - } - if (reverse) { - throw not_implemented_exception("dictsort reverse not implemented"); - } - value_t::map obj = val_input->val_obj; // copy - std::sort(obj.ordered.begin(), obj.ordered.end(), [&](const auto & a, const auto & b) { - return a.first < b.first; + const bool by_value = is_val(val_by) && val_by->as_string().str() == "value" ? true : false; + auto result = mk_val(val_input); // copy + std::sort(result->val_obj.ordered.begin(), result->val_obj.ordered.end(), [&](const auto & a, const auto & b) { + if (by_value) { + return value_compare(a.second, b.second, reverse ? value_compare_op::gt : value_compare_op::lt); + } else { + return reverse ? a.first > b.first : a.first < b.first; + } }); - auto result = mk_val(); - result->val_obj = std::move(obj); return result; }}, {"join", [](const func_args &) -> value { @@ -1196,7 +1188,7 @@ static void value_to_json_internal(std::ostringstream & oss, const value & val, } oss << "]"; } else if (is_val(val)) { - const auto & obj = val->val_obj.ordered; // IMPORTANT: need to keep exact order + const auto & obj = val->as_ordered_object(); // IMPORTANT: need to keep exact order oss << "{"; if (!obj.empty()) { oss << newline(); diff --git a/common/jinja/value.h b/common/jinja/value.h index 6ccb9e561..4e916919b 100644 --- a/common/jinja/value.h +++ b/common/jinja/value.h @@ -146,7 +146,7 @@ struct value_t { virtual string as_string() const { throw std::runtime_error(type() + " is not a string value"); } virtual bool as_bool() const { throw std::runtime_error(type() + " is not a bool value"); } virtual const std::vector & as_array() const { throw std::runtime_error(type() + " is not an array value"); } - virtual const std::map & as_object() const { throw std::runtime_error(type() + " is not an object value"); } + virtual const std::vector> & as_ordered_object() const { throw std::runtime_error(type() + " is not an object value"); } virtual value invoke(const func_args &) const { throw std::runtime_error(type() + " is not a function value"); } virtual bool is_none() const { return false; } virtual bool is_undefined() const { return false; } @@ -154,6 +154,9 @@ struct value_t { throw std::runtime_error("No builtins available for type " + type()); } + virtual bool has_key(const std::string & key) { + return val_obj.unordered.find(key) != val_obj.unordered.end(); + } virtual value & at(const std::string & key, value & default_val) { auto it = val_obj.unordered.find(key); if (it == val_obj.unordered.end()) { @@ -308,11 +311,16 @@ struct value_object_t : public value_t { val_obj.insert(pair.first, pair.second); } } + value_object_t(const std::vector> & obj) { + for (const auto & pair : obj) { + val_obj.insert(pair.first, pair.second); + } + } void insert(const std::string & key, const value & val) { val_obj.insert(key, val); } virtual std::string type() const override { return "Object"; } - virtual const std::map & as_object() const override { return val_obj.unordered; } + virtual const std::vector> & as_ordered_object() const override { return val_obj.ordered; } virtual bool as_bool() const override { return !val_obj.unordered.empty(); } From fe44d355748d3fe8f4765fb38c49bf1663d06805 Mon Sep 17 00:00:00 2001 From: Xuan-Son Nguyen Date: Sun, 18 Jan 2026 08:14:27 +0100 Subject: [PATCH 13/14] tests : add test-jinja -py option for cross-checking (#18906) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * tests : add test-jinja -py option or cross-checking * Update tests/test-jinja.cpp Co-authored-by: Sigbjørn Skjæret * fix + add source * SandboxedEnvironment * fix array.map case --------- Co-authored-by: Sigbjørn Skjæret --- tests/test-jinja.cpp | 116 +++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 112 insertions(+), 4 deletions(-) diff --git a/tests/test-jinja.cpp b/tests/test-jinja.cpp index fef0ef8ae..13818381e 100644 --- a/tests/test-jinja.cpp +++ b/tests/test-jinja.cpp @@ -4,6 +4,7 @@ #include #include +#include #include "jinja/runtime.h" #include "jinja/parser.h" @@ -31,12 +32,24 @@ static void test_array_methods(testing & t); static void test_object_methods(testing & t); static void test_fuzzing(testing & t); +static bool g_python_mode = false; + int main(int argc, char *argv[]) { testing t(std::cout); t.verbose = true; - if (argc >= 2) { - t.set_filter(argv[1]); + // usage: test-jinja [-py] [filter_regex] + // -py : enable python mode (use python jinja2 for rendering expected output) + // only use this for cross-checking, not for correctness + // note: the implementation of this flag is basic, only intented to be used by maintainers + + for (int i = 1; i < argc; i++) { + std::string arg = argv[i]; + if (arg == "-py") { + g_python_mode = true; + } else { + t.set_filter(arg); + } } t.test("whitespace control", test_whitespace_control); @@ -53,7 +66,9 @@ int main(int argc, char *argv[]) { t.test("string methods", test_string_methods); t.test("array methods", test_array_methods); t.test("object methods", test_object_methods); - t.test("fuzzing", test_fuzzing); + if (!g_python_mode) { + t.test("fuzzing", test_fuzzing); + } return t.summary(); } @@ -1215,7 +1230,7 @@ static void test_object_methods(testing & t) { ); } -static void test_template(testing & t, const std::string & name, const std::string & tmpl, const json & vars, const std::string & expect) { +static void test_template_cpp(testing & t, const std::string & name, const std::string & tmpl, const json & vars, const std::string & expect) { t.test(name, [&tmpl, &vars, &expect](testing & t) { jinja::lexer lexer; auto lexer_res = lexer.tokenize(tmpl); @@ -1248,6 +1263,99 @@ static void test_template(testing & t, const std::string & name, const std::stri }); } +// keep this in-sync with https://github.com/huggingface/transformers/blob/main/src/transformers/utils/chat_template_utils.py +// note: we use SandboxedEnvironment instead of ImmutableSandboxedEnvironment to allow usage of in-place array methods like append() and pop() +static std::string py_script = R"( +import jinja2 +import jinja2.ext as jinja2_ext +import json +import sys +from datetime import datetime +from jinja2.sandbox import SandboxedEnvironment + +tmpl = json.loads(sys.argv[1]) +vars_json = json.loads(sys.argv[2]) + +env = SandboxedEnvironment( + trim_blocks=True, + lstrip_blocks=True, + extensions=[jinja2_ext.loopcontrols], +) + +def raise_exception(message): + raise jinja2.exceptions.TemplateError(message) + +env.filters["tojson"] = lambda x, ensure_ascii=False, indent=None, separators=None, sort_keys=False: json.dumps(x, ensure_ascii=ensure_ascii, indent=indent, separators=separators, sort_keys=sort_keys) +env.globals["strftime_now"] = lambda format: datetime.now().strftime(format) +env.globals["raise_exception"] = raise_exception + +template = env.from_string(tmpl) +result = template.render(**vars_json) +print(result, end='') +)"; + +static void test_template_py(testing & t, const std::string & name, const std::string & tmpl, const json & vars, const std::string & expect) { + t.test(name, [&tmpl, &vars, &expect](testing & t) { + // Prepare arguments + std::string tmpl_json = json(tmpl).dump(); + std::string vars_json = vars.dump(); + +#ifdef _WIN32 + const char * python_executable = "python.exe"; +#else + const char * python_executable = "python3"; +#endif + + const char * command_line[] = {python_executable, "-c", py_script.c_str(), tmpl_json.c_str(), vars_json.c_str(), NULL}; + + struct subprocess_s subprocess; + int options = subprocess_option_combined_stdout_stderr + | subprocess_option_no_window + | subprocess_option_inherit_environment + | subprocess_option_search_user_path; + int result = subprocess_create(command_line, options, &subprocess); + + if (result != 0) { + t.log("Failed to create subprocess, error code: " + std::to_string(result)); + t.assert_true("subprocess creation", false); + return; + } + + // Read output + std::string output; + char buffer[1024]; + FILE * p_stdout = subprocess_stdout(&subprocess); + while (fgets(buffer, sizeof(buffer), p_stdout)) { + output += buffer; + } + + int process_return; + subprocess_join(&subprocess, &process_return); + subprocess_destroy(&subprocess); + + if (process_return != 0) { + t.log("Python script failed with exit code: " + std::to_string(process_return)); + t.log("Output: " + output); + t.assert_true("python execution", false); + return; + } + + if (!t.assert_true("Template render mismatch", expect == output)) { + t.log("Template: " + json(tmpl).dump()); + t.log("Expected: " + json(expect).dump()); + t.log("Python : " + json(output).dump()); + } + }); +} + +static void test_template(testing & t, const std::string & name, const std::string & tmpl, const json & vars, const std::string & expect) { + if (g_python_mode) { + test_template_py(t, name, tmpl, vars, expect); + } else { + test_template_cpp(t, name, tmpl, vars, expect); + } +} + // // fuzz tests to ensure no crashes occur on malformed inputs // From 293a1565dce30ede7bc64cf8973a901ce986074a Mon Sep 17 00:00:00 2001 From: Francisco Herrera Date: Sun, 18 Jan 2026 05:03:35 -0500 Subject: [PATCH 14/14] docs: add linux to index (#18907) --- docs/backend/OPENCL.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/backend/OPENCL.md b/docs/backend/OPENCL.md index 0561a74c4..044ac606b 100644 --- a/docs/backend/OPENCL.md +++ b/docs/backend/OPENCL.md @@ -8,6 +8,7 @@ - [CMake Options](#cmake-options) - [Android](#android) - [Windows 11 Arm64](#windows-11-arm64) +- [Linux](#Linux) - [Known Issue](#known-issues) - [TODO](#todo)