From 2ca13b1c49cdbf20a0f6c605e93cfeff3f21d60e Mon Sep 17 00:00:00 2001 From: Piotr Wilkin Date: Thu, 6 Nov 2025 22:01:30 +0100 Subject: [PATCH 1/7] Add ops needed for new hybrid models: SOFTPLUS, EXPM1, TRI, SOLVE_TRI, CUMSUM --- docs/ops.md | 33 +- docs/ops/CPU.csv | 21956 ++++++++++++++++++++-------- docs/ops/CUDA.csv | 22892 +++++++++++++++++++++--------- ggml/include/ggml.h | 48 + ggml/src/ggml-cpu/ggml-cpu.c | 17 + ggml/src/ggml-cpu/ops.cpp | 178 +- ggml/src/ggml-cpu/ops.h | 3 + ggml/src/ggml-cpu/unary-ops.cpp | 16 + ggml/src/ggml-cpu/unary-ops.h | 2 + ggml/src/ggml-cpu/vec.h | 33 + ggml/src/ggml-cuda/ggml-cuda.cu | 8 + ggml/src/ggml-cuda/unary.cu | 16 + ggml/src/ggml-cuda/unary.cuh | 4 + ggml/src/ggml-impl.h | 2 +- ggml/src/ggml.c | 128 +- tests/test-backend-ops.cpp | 259 + 16 files changed, 33055 insertions(+), 12540 deletions(-) diff --git a/docs/ops.md b/docs/ops.md index 775b938bd12b9..8a55273ec3989 100644 --- a/docs/ops.md +++ b/docs/ops.md @@ -18,7 +18,7 @@ Legend: | ACC | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | ADD | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ | | ADD1 | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | -| ADD_ID | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | +| ADD_ID | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | | ARANGE | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | | ARGMAX | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | ARGSORT | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | @@ -26,9 +26,9 @@ Legend: | CLAMP | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | ❌ | | CONCAT | ❌ | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | ✅ | ❌ | | CONT | ❌ | 🟡 | ✅ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ❌ | -| CONV_2D | ❌ | ❌ | ✅ | 🟡 | ❌ | ✅ | ❌ | ✅ | ❌ | +| CONV_2D | ❌ | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | ✅ | ❌ | | CONV_2D_DW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | -| CONV_3D | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | +| CONV_3D | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | CONV_TRANSPOSE_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | CONV_TRANSPOSE_2D | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | | COS | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ | @@ -36,11 +36,13 @@ Legend: | CPY | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | | CROSS_ENTROPY_LOSS | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | | CROSS_ENTROPY_LOSS_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | +| CUMSUM | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | DIAG_MASK_INF | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ | | DIV | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ | | DUP | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | ✅ | 🟡 | ❌ | | ELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | | EXP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | +| EXPM1 | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ | | FLASH_ATTN_EXT | ❌ | 🟡 | ✅ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | | FLOOR | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ✅ | ❌ | ❌ | | GATED_LINEAR_ATTN | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | @@ -57,7 +59,7 @@ Legend: | HARDSIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | | HARDSWISH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | | IM2COL | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ❌ | -| IM2COL_3D | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | +| IM2COL_3D | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | | L2_NORM | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | LEAKY_RELU | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | LOG | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | @@ -69,10 +71,10 @@ Legend: | NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ | | NORM_MUL_ADD | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | | OPT_STEP_ADAMW | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | -| OPT_STEP_SGD | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | +| OPT_STEP_SGD | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | | OUT_PROD | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ❌ | ❌ | -| PAD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | -| PAD_REFLECT_1D | ❌ | ✅ | ✅ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | +| PAD | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | +| PAD_REFLECT_1D | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | | POOL_2D | ❌ | 🟡 | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | REGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ | | RELU | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | @@ -80,15 +82,15 @@ Legend: | REPEAT_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | | RMS_NORM | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ❌ | | RMS_NORM_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | -| RMS_NORM_MUL_ADD | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | -| ROLL | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ | +| RMS_NORM_MUL_ADD | ❌ | ✅ | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | ❌ | +| ROLL | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | | ROPE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | | ROPE_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | | ROUND | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ✅ | ❌ | ❌ | | RWKV_WKV6 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | RWKV_WKV7 | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ❌ | | SCALE | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | -| SET | ❌ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | +| SET | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | | SET_ROWS | ❌ | ❌ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | | SGN | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | | SIGMOID | ❌ | ✅ | ✅ | 🟡 | 🟡 | 🟡 | 🟡 | 🟡 | ❌ | @@ -96,6 +98,7 @@ Legend: | SILU_BACK | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ | | SIN | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ | | SOFTCAP | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | +| SOFTPLUS | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ❌ | ❌ | ❌ | | SOFT_MAX | ❌ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | | SOFT_MAX_BACK | ❌ | ❌ | 🟡 | 🟡 | ❌ | ❌ | 🟡 | ✅ | ❌ | | SQR | ❌ | ✅ | ✅ | ✅ | 🟡 | ❌ | ✅ | 🟡 | ❌ | @@ -104,13 +107,15 @@ Legend: | SSM_SCAN | ❌ | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ❌ | | STEP | ❌ | ✅ | ✅ | 🟡 | 🟡 | ❌ | 🟡 | ❌ | ❌ | | SUB | ❌ | ✅ | ✅ | ✅ | 🟡 | 🟡 | ✅ | ✅ | ❌ | -| SUM | ❌ | ✅ | ✅ | ✅ | ❌ | ❌ | ✅ | ✅ | ❌ | -| SUM_ROWS | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | 🟡 | ✅ | ❌ | +| SUM | ❌ | ✅ | ✅ | 🟡 | ❌ | ❌ | ✅ | ✅ | ❌ | +| SUM_ROWS | ❌ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ✅ | ❌ | | SWIGLU | ❌ | ✅ | ✅ | ✅ | 🟡 | ✅ | ✅ | 🟡 | ❌ | -| SWIGLU_OAI | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | +| SWIGLU_OAI | ❌ | ❌ | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | | TANH | ❌ | ✅ | ✅ | 🟡 | 🟡 | ✅ | 🟡 | 🟡 | ❌ | | TIMESTEP_EMBEDDING | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | | TOPK_MOE | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | ❌ | ❌ | +| TRI | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | +| TRI_SOLVE | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | | TRUNC | ❌ | ❌ | ✅ | 🟡 | ❌ | ❌ | ✅ | ❌ | ❌ | | UPSCALE | ❌ | 🟡 | ✅ | ✅ | 🟡 | ✅ | 🟡 | ✅ | ❌ | -| XIELU | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | +| XIELU | ❌ | ❌ | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | diff --git a/docs/ops/CPU.csv b/docs/ops/CPU.csv index 1820028c9a2fe..9d0ee2f101f61 100644 --- a/docs/ops/CPU.csv +++ b/docs/ops/CPU.csv @@ -27,8 +27,22 @@ "CPU","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" "CPU","EXP","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" "CPU","EXP","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","EXPM1","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","EXPM1","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" "CPU","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" "CPU","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","XIELU","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","XIELU","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","CEIL","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","CEIL","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" "CPU","ABS","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" "CPU","ABS","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" "CPU","SGN","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" @@ -57,16 +71,22 @@ "CPU","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" "CPU","EXP","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" "CPU","EXP","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" +"CPU","EXPM1","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","EXPM1","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" +"CPU","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" "CPU","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" "CPU","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" -"CPU","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" -"CPU","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" -"CPU","CEIL","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" -"CPU","CEIL","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" -"CPU","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" -"CPU","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" -"CPU","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" -"CPU","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","XIELU","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","XIELU","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" +"CPU","FLOOR","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","FLOOR","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" +"CPU","CEIL","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","CEIL","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" +"CPU","ROUND","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","ROUND","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" +"CPU","TRUNC","type=f16,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","TRUNC","type=f16,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" "CPU","ABS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" "CPU","ABS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" "CPU","SGN","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" @@ -95,8 +115,22 @@ "CPU","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" "CPU","EXP","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" "CPU","EXP","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","EXPM1","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","EXPM1","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" "CPU","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" "CPU","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","XIELU","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","XIELU","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","CEIL","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","CEIL","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" +"CPU","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" +"CPU","TRUNC","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" "CPU","ABS","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" "CPU","ABS","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" "CPU","SGN","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" @@ -125,16 +159,22 @@ "CPU","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" "CPU","EXP","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" "CPU","EXP","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" +"CPU","EXPM1","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","EXPM1","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" +"CPU","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" +"CPU","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" "CPU","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=1","support","1","yes","CPU" "CPU","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=1","support","1","yes","CPU" -"CPU","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" -"CPU","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" -"CPU","CEIL","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" -"CPU","CEIL","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" -"CPU","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" -"CPU","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CPU" -"CPU","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CPU" 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+"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[1,1],kv=1024,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[1,1],kv=1024,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[1,1],kv=1024,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[1,1],kv=1024,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","1","yes","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[1,1],kv=1024,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[1,1],kv=1024,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=1,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=1,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=1,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","1","yes","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=1,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=1,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=3,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=3,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=3,mask=0,sinks=0,max_bias=0.000000,logit_softcap=0.000000,prec=f32,type_KV=bf16,permute=[0,1,2,3]","support","1","yes","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=3,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","CPU" +"CPU","FLASH_ATTN_EXT","hsk=576,hsv=512,nh=4,nr23=[4,1],kv=512,nb=3,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","CPU" +"CPU","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=f32,permute=[0,1,2,3]","support","1","yes","CPU" +"CPU","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=f16,permute=[0,1,2,3]","support","1","yes","CPU" +"CPU","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","1","yes","CPU" +"CPU","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","CPU" +"CPU","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","CPU" +"CPU","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","CPU" +"CPU","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","CPU" +"CPU","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","1","yes","CPU" +"CPU","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","CPU" +"CPU","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","CPU" "CPU","CROSS_ENTROPY_LOSS","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" "CPU","CROSS_ENTROPY_LOSS","type=f32,ne=[30000,1,1,1]","support","1","yes","CPU" "CPU","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" "CPU","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[30000,1,1,1]","support","1","yes","CPU" "CPU","OPT_STEP_ADAMW","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" +"CPU","OPT_STEP_SGD","type=f32,ne=[10,5,4,3]","support","1","yes","CPU" diff --git a/docs/ops/CUDA.csv b/docs/ops/CUDA.csv index 4589bb51e0ecd..7cddb1b49bed8 100644 --- a/docs/ops/CUDA.csv +++ b/docs/ops/CUDA.csv @@ -27,8 +27,22 @@ "CUDA0","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" "CUDA0","EXP","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" "CUDA0","EXP","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","EXPM1","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","EXPM1","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" "CUDA0","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" "CUDA0","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","XIELU","type=f16,ne_a=[128,2,2,2],v=0","support","0","no","CUDA" +"CUDA0","XIELU","type=f16,ne_a=[5,7,11,13],v=0","support","0","no","CUDA" +"CUDA0","FLOOR","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","FLOOR","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","CEIL","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","CEIL","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","ROUND","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","ROUND","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","TRUNC","type=f16,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","TRUNC","type=f16,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" "CUDA0","ABS","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" "CUDA0","ABS","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" "CUDA0","SGN","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" @@ -57,8 +71,22 @@ "CUDA0","HARDSIGMOID","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" "CUDA0","EXP","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" "CUDA0","EXP","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" +"CUDA0","EXPM1","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" +"CUDA0","EXPM1","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" +"CUDA0","SOFTPLUS","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" +"CUDA0","SOFTPLUS","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" "CUDA0","GELU_ERF","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" "CUDA0","GELU_ERF","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" +"CUDA0","XIELU","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" +"CUDA0","XIELU","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" +"CUDA0","FLOOR","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" +"CUDA0","FLOOR","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" +"CUDA0","CEIL","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" +"CUDA0","CEIL","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" +"CUDA0","ROUND","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" +"CUDA0","ROUND","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" +"CUDA0","TRUNC","type=f16,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" +"CUDA0","TRUNC","type=f16,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" "CUDA0","ABS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" "CUDA0","ABS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" "CUDA0","SGN","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" @@ -87,8 +115,22 @@ "CUDA0","HARDSIGMOID","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" "CUDA0","EXP","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" "CUDA0","EXP","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","EXPM1","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","EXPM1","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","SOFTPLUS","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","SOFTPLUS","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" "CUDA0","GELU_ERF","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" "CUDA0","GELU_ERF","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","XIELU","type=f32,ne_a=[128,2,2,2],v=0","support","0","no","CUDA" +"CUDA0","XIELU","type=f32,ne_a=[5,7,11,13],v=0","support","0","no","CUDA" +"CUDA0","FLOOR","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","FLOOR","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","CEIL","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","CEIL","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","ROUND","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","ROUND","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" +"CUDA0","TRUNC","type=f32,ne_a=[128,2,2,2],v=0","support","1","yes","CUDA" +"CUDA0","TRUNC","type=f32,ne_a=[5,7,11,13],v=0","support","1","yes","CUDA" "CUDA0","ABS","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" "CUDA0","ABS","type=f32,ne_a=[5,7,11,13],v=1","support","0","no","CUDA" "CUDA0","SGN","type=f32,ne_a=[128,2,2,2],v=1","support","0","no","CUDA" @@ -117,8 +159,22 @@ 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-"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[1337,1,1,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[1337,1,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[1337,1,1,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[1337,1,1,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,7,1,1],ne_kernel=[1,1,7,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,7,1,1],ne_kernel=[1,1,7,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,7,1,1],ne_kernel=[1,1,7,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,7,1,1],ne_kernel=[1,1,7,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" 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-"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,7,1,1],ne_kernel=[1337,1,7,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,7,1,1],ne_kernel=[1337,1,7,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,7,1,1],ne_kernel=[1337,1,7,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,7,1,1],ne_kernel=[1337,1,7,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,7,1,1],ne_kernel=[1337,1,7,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,7,1,1],ne_kernel=[1337,1,7,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,7,1,1],ne_kernel=[1337,1,7,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1,9,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" 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-"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[3,9,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[3,9,1,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[3,9,1,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[3,9,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[3,9,1,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[3,9,1,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[3,9,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[3,9,1,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[3,9,1,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1337,9,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1337,9,1,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,1,1,1],ne_kernel=[1337,9,1,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[1337,9,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[1337,9,1,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,1,1,1],ne_kernel=[1337,9,1,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[1337,9,1,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[1337,9,1,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[13,1,1,1],ne_kernel=[1337,9,1,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,7,1,1],ne_kernel=[1,9,7,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,7,1,1],ne_kernel=[1,9,7,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[1,7,1,1],ne_kernel=[1,9,7,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,7,1,1],ne_kernel=[1,9,7,1],s0=1,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,7,1,1],ne_kernel=[1,9,7,1],s0=2,p0=0,d0=1","support","1","yes","CUDA" -"CUDA0","CONV_TRANSPOSE_1D","ne_input=[2,7,1,1],ne_kernel=[1,9,7,1],s0=3,p0=0,d0=1","support","1","yes","CUDA" 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+"CUDA0","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","CUDA" +"CUDA0","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","CUDA" +"CUDA0","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","CUDA" +"CUDA0","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","CUDA" +"CUDA0","CROSS_ENTROPY_LOSS","type=f32,ne=[10,5,4,3]","support","1","yes","CUDA" +"CUDA0","CROSS_ENTROPY_LOSS","type=f32,ne=[30000,1,1,1]","support","1","yes","CUDA" +"CUDA0","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[10,5,4,3]","support","1","yes","CUDA" +"CUDA0","CROSS_ENTROPY_LOSS_BACK","type=f32,ne=[30000,1,1,1]","support","1","yes","CUDA" +"CUDA0","OPT_STEP_ADAMW","type=f32,ne=[10,5,4,3]","support","1","yes","CUDA" +"CUDA0","OPT_STEP_SGD","type=f32,ne=[10,5,4,3]","support","1","yes","CUDA" diff --git a/ggml/include/ggml.h b/ggml/include/ggml.h index c1ed1a21c81c4..00ae7e64f6eb4 100644 --- a/ggml/include/ggml.h +++ b/ggml/include/ggml.h @@ -475,6 +475,7 @@ extern "C" { GGML_OP_COS, GGML_OP_SUM, GGML_OP_SUM_ROWS, + GGML_OP_CUMSUM, GGML_OP_MEAN, GGML_OP_ARGMAX, GGML_OP_COUNT_EQUAL, @@ -530,6 +531,7 @@ extern "C" { GGML_OP_TIMESTEP_EMBEDDING, GGML_OP_ARGSORT, GGML_OP_LEAKY_RELU, + GGML_OP_TRI, GGML_OP_FLASH_ATTN_EXT, GGML_OP_FLASH_ATTN_BACK, @@ -542,6 +544,7 @@ extern "C" { GGML_OP_RWKV_WKV6, GGML_OP_GATED_LINEAR_ATTN, GGML_OP_RWKV_WKV7, + GGML_OP_SOLVE_TRI, GGML_OP_UNARY, @@ -576,6 +579,8 @@ extern "C" { GGML_UNARY_OP_HARDSWISH, GGML_UNARY_OP_HARDSIGMOID, GGML_UNARY_OP_EXP, + GGML_UNARY_OP_EXPM1, + GGML_UNARY_OP_SOFTPLUS, GGML_UNARY_OP_GELU_ERF, GGML_UNARY_OP_XIELU, GGML_UNARY_OP_FLOOR, @@ -620,6 +625,13 @@ extern "C" { GGML_TENSOR_FLAG_LOSS = 8, // ...defines loss for numerical optimization (multiple loss tensors add up) }; + enum ggml_tri_type { + GGML_TRI_TYPE_UPPER_DIAG = 0, + GGML_TRI_TYPE_UPPER = 1, + GGML_TRI_TYPE_LOWER_DIAG = 2, + GGML_TRI_TYPE_LOWER = 3 + }; + struct ggml_init_params { // memory pool size_t mem_size; // bytes @@ -957,6 +969,22 @@ extern "C" { struct ggml_context * ctx, struct ggml_tensor * a); + GGML_API struct ggml_tensor * ggml_expm1( + struct ggml_context * ctx, + struct ggml_tensor * a); + + GGML_API struct ggml_tensor * ggml_expm1_inplace( + struct ggml_context * ctx, + struct ggml_tensor * a); + + GGML_API struct ggml_tensor * ggml_softplus( + struct ggml_context * ctx, + struct ggml_tensor * a); + + GGML_API struct ggml_tensor * ggml_softplus_inplace( + struct ggml_context * ctx, + struct ggml_tensor * a); + GGML_API struct ggml_tensor * ggml_sin( struct ggml_context * ctx, struct ggml_tensor * a); @@ -983,6 +1011,10 @@ extern "C" { struct ggml_context * ctx, struct ggml_tensor * a); + GGML_API struct ggml_tensor * ggml_cumsum( + struct ggml_context * ctx, + struct ggml_tensor * a); + // mean along rows GGML_API struct ggml_tensor * ggml_mean( struct ggml_context * ctx, @@ -2187,6 +2219,17 @@ extern "C" { int shift2, int shift3); + // Make matrix into a triangular one (upper, upper + diagonal, lower or lower + diagonal) with constant value + GGML_API struct ggml_tensor * ggml_tri( + struct ggml_context * ctx, + struct ggml_tensor * a, + float constant, + enum ggml_tri_type tritype); + + GGML_API struct ggml_tensor * ggml_tri_keep( + struct ggml_context * ctx, + struct ggml_tensor * a, + enum ggml_tri_type tritype); // Ref: https://github.com/CompVis/stable-diffusion/blob/main/ldm/modules/diffusionmodules/util.py#L151 // timesteps: [N,] @@ -2356,6 +2399,11 @@ extern "C" { struct ggml_tensor * b, struct ggml_tensor * state); + GGML_API struct ggml_tensor * ggml_solve_tri( + struct ggml_context * ctx, + struct ggml_tensor * a, + struct ggml_tensor * x); + // custom operators typedef void (*ggml_custom1_op_t)(struct ggml_tensor * dst , const struct ggml_tensor * a, int ith, int nth, void * userdata); diff --git a/ggml/src/ggml-cpu/ggml-cpu.c b/ggml/src/ggml-cpu/ggml-cpu.c index b5466dd703d1d..bebaa3de3f1d7 100644 --- a/ggml/src/ggml-cpu/ggml-cpu.c +++ b/ggml/src/ggml-cpu/ggml-cpu.c @@ -1731,6 +1731,10 @@ static void ggml_compute_forward(struct ggml_compute_params * params, struct ggm { ggml_compute_forward_sum_rows(params, tensor); } break; + case GGML_OP_CUMSUM: + { + ggml_compute_forward_cumsum(params, tensor); + } break; case GGML_OP_MEAN: { ggml_compute_forward_mean(params, tensor); @@ -1943,6 +1947,10 @@ static void ggml_compute_forward(struct ggml_compute_params * params, struct ggm { ggml_compute_forward_leaky_relu(params, tensor); } break; + case GGML_OP_TRI: + { + ggml_compute_forward_tri(params, tensor); + } break; case GGML_OP_FLASH_ATTN_EXT: { ggml_compute_forward_flash_attn_ext(params, tensor); @@ -1998,6 +2006,10 @@ static void ggml_compute_forward(struct ggml_compute_params * params, struct ggm { ggml_compute_forward_rwkv_wkv7(params, tensor); } break; + case GGML_OP_SOLVE_TRI: + { + ggml_compute_forward_solve_tri(params, tensor); + } break; case GGML_OP_MAP_CUSTOM1: { ggml_compute_forward_map_custom1(params, tensor); @@ -2153,10 +2165,13 @@ static int ggml_get_n_tasks(struct ggml_tensor * node, int n_threads) { case GGML_OP_SUM_ROWS: case GGML_OP_MEAN: case GGML_OP_ARGMAX: + case GGML_OP_CUMSUM: + case GGML_OP_TRI: { n_tasks = 1; } break; case GGML_OP_COUNT_EQUAL: + case GGML_OP_SOLVE_TRI: { n_tasks = n_threads; } break; @@ -2179,6 +2194,8 @@ static int ggml_get_n_tasks(struct ggml_tensor * node, int n_threads) { case GGML_UNARY_OP_HARDSWISH: case GGML_UNARY_OP_HARDSIGMOID: case GGML_UNARY_OP_EXP: + case GGML_UNARY_OP_SOFTPLUS: + case GGML_UNARY_OP_EXPM1: case GGML_UNARY_OP_FLOOR: case GGML_UNARY_OP_CEIL: case GGML_UNARY_OP_ROUND: diff --git a/ggml/src/ggml-cpu/ops.cpp b/ggml/src/ggml-cpu/ops.cpp index 8235f69594391..ec5b8d25a99b9 100644 --- a/ggml/src/ggml-cpu/ops.cpp +++ b/ggml/src/ggml-cpu/ops.cpp @@ -9,6 +9,7 @@ #include #include +#include // ggml_compute_forward_dup @@ -1394,6 +1395,57 @@ void ggml_compute_forward_sum( } } +// ggml_compute_forward_cumsum + +static void ggml_compute_forward_cumsum_f32( + const ggml_compute_params * params, + ggml_tensor * dst) { + + const ggml_tensor * src0 = dst->src[0]; + + if (params->ith != 0) { + return; + } + + GGML_ASSERT(src0->nb[0] == sizeof(float)); + GGML_ASSERT(dst->nb[0] == sizeof(float)); + + GGML_TENSOR_UNARY_OP_LOCALS + + GGML_ASSERT(ne0 == ne00); + GGML_ASSERT(ne1 == ne01); + GGML_ASSERT(ne2 == ne02); + GGML_ASSERT(ne3 == ne03); + + for (int64_t i3 = 0; i3 < ne03; i3++) { + for (int64_t i2 = 0; i2 < ne02; i2++) { + for (int64_t i1 = 0; i1 < ne01; i1++) { + float * src_row = (float *) ((char *) src0->data + i1*nb01 + i2*nb02 + i3*nb03); + float * dst_row = (float *) ((char *) dst->data + i1*nb1 + i2*nb2 + i3*nb3); + ggml_vec_cumsum_f32(ne00, dst_row, src_row); + } + } + } +} + +void ggml_compute_forward_cumsum( + const ggml_compute_params * params, + ggml_tensor * dst) { + + const ggml_tensor * src0 = dst->src[0]; + + switch (src0->type) { + case GGML_TYPE_F32: + { + ggml_compute_forward_cumsum_f32(params, dst); + } break; + default: + { + GGML_ABORT("fatal error"); + } + } +} + // ggml_compute_forward_sum_rows static void ggml_compute_forward_sum_rows_f32( @@ -2140,6 +2192,49 @@ static void ggml_compute_forward_gelu( } } +// ggml_compute_tri +static void ggml_compute_forward_tri_f32(const ggml_compute_params * params, ggml_tensor * dst) { + const ggml_tensor * src0 = dst->src[0]; + + ggml_tri_type ttype = (ggml_tri_type) dst->op_params[0]; + float c = ggml_get_op_params_f32(dst, 1); + bool keep_org_val = isnan(c); + + GGML_ASSERT(ggml_is_contiguous(src0)); + GGML_ASSERT(src0->ne[0] == src0->ne[1]); + + GGML_TENSOR_UNARY_OP_LOCALS + + const auto [ir0, ir1] = get_thread_range(params, src0); + + for (int64_t ir = ir0; ir < ir1; ++ir) { + const int64_t i03 = ir/(ne02*ne01); + const int64_t i02 = (ir - i03*ne02*ne01)/ne01; + const int64_t i01 = (ir - i03*ne02*ne01 - i02*ne01); + + float * dst_ptr = (float *) ((char *) dst->data + i03*nb3 + i02*nb2 + i01*nb1); + float * src_ptr = (float *) ((char *) src0->data + i03*nb03 + i02*nb02 + i01*nb01); + + ggml_vec_tri_f32(ne0, i01, dst_ptr, src_ptr, keep_org_val, c, ttype); + } + +} + +void ggml_compute_forward_tri(const ggml_compute_params * params, ggml_tensor * dst) { + const ggml_tensor * src0 = dst->src[0]; + + switch (src0->type) { + case GGML_TYPE_F32: + { + ggml_compute_forward_tri_f32(params, dst); + } break; + default: + { + GGML_ABORT("fatal error"); + } + } +} + // ggml_compute_forward_gelu_erf static void ggml_compute_forward_gelu_erf_f32( @@ -8770,7 +8865,7 @@ static void ggml_compute_forward_ssm_scan_f32( // n_head for (int h = ih0; h < ih1; ++h) { // ref: https://github.com/state-spaces/mamba/blob/62db608da60f6fc790b8ed9f4b3225e95ca15fde/mamba_ssm/ops/triton/softplus.py#L16 - const float dt_soft_plus = ggml_softplus(dt[h]); + const float dt_soft_plus = ggml_compute_softplus_f32(dt[h]); const float dA = expf(dt_soft_plus * A[h]); const int g = h / (nh / ng); // repeat_interleave @@ -8867,7 +8962,7 @@ static void ggml_compute_forward_ssm_scan_f32( // n_head for (int h = ih0; h < ih1; ++h) { // ref: https://github.com/state-spaces/mamba/blob/62db608da60f6fc790b8ed9f4b3225e95ca15fde/mamba_ssm/ops/triton/softplus.py#L16 - const float dt_soft_plus = ggml_softplus(dt[h]); + const float dt_soft_plus = ggml_compute_softplus_f32(dt[h]); const int g = h / (nh / ng); // repeat_interleave // dim @@ -9150,6 +9245,14 @@ void ggml_compute_forward_unary( { ggml_compute_forward_xielu(params, dst); } break; + case GGML_UNARY_OP_EXPM1: + { + ggml_compute_forward_expm1(params, dst); + } break; + case GGML_UNARY_OP_SOFTPLUS: + { + ggml_compute_forward_softplus(params, dst); + } break; default: { GGML_ABORT("fatal error"); @@ -9746,6 +9849,77 @@ void ggml_compute_forward_gla( } } +static void ggml_compute_forward_solve_tri_f32(const struct ggml_compute_params * params, struct ggml_tensor * dst) { + const struct ggml_tensor * src0 = dst->src[0]; // A (lower triangular) + const struct ggml_tensor * src1 = dst->src[1]; // B (RHS) + + GGML_TENSOR_BINARY_OP_LOCALS; + + GGML_ASSERT(src0->type == GGML_TYPE_F32); + GGML_ASSERT(src1->type == GGML_TYPE_F32); + GGML_ASSERT(dst->type == GGML_TYPE_F32); + + // --- Dimension validation --- + GGML_ASSERT(ne00 == ne01); // A must be square + GGML_ASSERT(ne0 == ne10); // solution cols == B cols + GGML_ASSERT(ne1 == ne11); // solution rows == B rows + + GGML_ASSERT(ne02 == ne12 && ne12 == ne2); + GGML_ASSERT(ne03 == ne13 && ne13 == ne3); + + const int ith = params->ith; + const int nth = params->nth; + + const int64_t k = ne10; // number of RHS columns + const int64_t n = ne11; // A is n×n + const int64_t nr = ne02 * ne03 * k; // we're parallelizing on columns here, so seq x token x column will be the unit + + // chunks per thread + const int64_t dr = (nr + nth - 1)/nth; + + // chunk range for this thread + const int64_t ir0 = dr*ith; + const int64_t ir1 = MIN(ir0 + dr, nr); + + // here be pointers + const float * A = (const float *) src0->data; // [n, n, B1, B2] + const float * B = (const float *) src1->data; // [n, k, B1, B2] + float * X = (float *) dst->data; // [n, k, B1, B2] + + for (int64_t ir = ir0; ir < ir1; ++ir) { + const int64_t i03 = ir/(ne02*k); + const int64_t i02 = (ir - i03*ne02*k)/k; + const int64_t i01 = (ir - i03*ne02*k - i02*k); + + const float * A_batch = A + i02 * nb02 / sizeof(float) + i03 * nb03 / sizeof(float); + const float * B_batch = B + i02 * nb12 / sizeof(float) + i03 * nb13 / sizeof(float); + float * X_batch = X + i02 * nb2 / sizeof(float) + i03 * nb3 / sizeof(float); + + for (int64_t i00 = 0; i00 < n; ++i00) { + float sum = 0.0f; + for (int64_t t = 0; t < i00; ++t) { + sum += A_batch[i00 * n + t] * X_batch[i01 * n + t]; + } + float diag = A_batch[i00 * n + i00]; + GGML_ASSERT(diag != 0.0f && "Zero diagonal in triangular matrix"); + X_batch[i01 * n + i00] = (B_batch[i00 * k + i01] - sum) / diag; + } + } +} + +void ggml_compute_forward_solve_tri(const struct ggml_compute_params * params, struct ggml_tensor * dst) { + + const ggml_tensor * src0 = dst->src[0]; + const ggml_tensor * src1 = dst->src[1]; + + if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_F32) { + return ggml_compute_forward_solve_tri_f32(params, dst); + } else { + GGML_ABORT("fatal error"); + } + +} + // ggml_compute_forward_rwkv_wkv7 static void ggml_compute_forward_rwkv_wkv7_f32( diff --git a/ggml/src/ggml-cpu/ops.h b/ggml/src/ggml-cpu/ops.h index 9824a03b45833..5709de7abd57e 100644 --- a/ggml/src/ggml-cpu/ops.h +++ b/ggml/src/ggml-cpu/ops.h @@ -34,6 +34,7 @@ void ggml_compute_forward_add1(const struct ggml_compute_params * params, struct void ggml_compute_forward_acc(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_sum(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_sum_rows(const struct ggml_compute_params * params, struct ggml_tensor * dst); +void ggml_compute_forward_cumsum(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_mean(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_argmax(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_count_equal(const struct ggml_compute_params * params, struct ggml_tensor * dst); @@ -85,6 +86,7 @@ void ggml_compute_forward_arange(const struct ggml_compute_params * params, stru void ggml_compute_forward_timestep_embedding(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_argsort(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_leaky_relu(const struct ggml_compute_params * params, struct ggml_tensor * dst); +void ggml_compute_forward_tri(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_flash_attn_ext(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_flash_attn_back( const struct ggml_compute_params * params, @@ -100,6 +102,7 @@ void ggml_compute_forward_get_rel_pos(const struct ggml_compute_params * params, void ggml_compute_forward_add_rel_pos(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_rwkv_wkv6(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_rwkv_wkv7(const struct ggml_compute_params * params, struct ggml_tensor * dst); +void ggml_compute_forward_solve_tri(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_gla(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_map_custom1(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_map_custom2(const struct ggml_compute_params * params, struct ggml_tensor * dst); diff --git a/ggml/src/ggml-cpu/unary-ops.cpp b/ggml/src/ggml-cpu/unary-ops.cpp index a047537b34f78..1d9873ad0f230 100644 --- a/ggml/src/ggml-cpu/unary-ops.cpp +++ b/ggml/src/ggml-cpu/unary-ops.cpp @@ -73,6 +73,14 @@ static inline float op_log(float x) { return logf(x); } +static inline float op_expm1(float x) { + return expf(x) - 1.0f; +} + +static inline float op_softplus(float x) { + return (x > 20.0f) ? x : logf(1.0f + expf(x)); +} + static inline float op_floor(float x) { return floorf(x); } @@ -290,6 +298,14 @@ void ggml_compute_forward_log(const ggml_compute_params * params, ggml_tensor * unary_op(params, dst); } +void ggml_compute_forward_expm1(const ggml_compute_params * params, ggml_tensor * dst) { + unary_op(params, dst); +} + +void ggml_compute_forward_softplus(const ggml_compute_params * params, ggml_tensor * dst) { + unary_op(params, dst); +} + void ggml_compute_forward_floor(const ggml_compute_params * params, ggml_tensor * dst) { unary_op(params, dst); } diff --git a/ggml/src/ggml-cpu/unary-ops.h b/ggml/src/ggml-cpu/unary-ops.h index fa45d9f0e636f..bcad5a3af1a98 100644 --- a/ggml/src/ggml-cpu/unary-ops.h +++ b/ggml/src/ggml-cpu/unary-ops.h @@ -22,6 +22,8 @@ void ggml_compute_forward_sqrt(const struct ggml_compute_params * params, struct void ggml_compute_forward_sin(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_cos(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_log(const struct ggml_compute_params * params, struct ggml_tensor * dst); +void ggml_compute_forward_expm1(const struct ggml_compute_params * params, struct ggml_tensor * dst); +void ggml_compute_forward_softplus(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_floor(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_ceil(const struct ggml_compute_params * params, struct ggml_tensor * dst); void ggml_compute_forward_round(const struct ggml_compute_params * params, struct ggml_tensor * dst); diff --git a/ggml/src/ggml-cpu/vec.h b/ggml/src/ggml-cpu/vec.h index 65c7dfb6b9a49..59c350ef5088b 100644 --- a/ggml/src/ggml-cpu/vec.h +++ b/ggml/src/ggml-cpu/vec.h @@ -1416,6 +1416,39 @@ inline static void ggml_vec_sum_f32(const int n, float * s, const float * x) { #endif } +// Applies a triangular mask to the input vector 'src' and writes the result to 'dst'. +// Parameters: +// n - number of elements +// r - current row index +// dst - output array +// src - input array +// keep_org_val - if true, keep original value where mask applies; otherwise use constant 'c' +// c - constant value to use when not keeping original value +// type - type of triangular mask (lower, upper, etc.) +inline static void ggml_vec_tri_f32(const int n, const int r, float * dst, const float * src, bool keep_org_val, float c, enum ggml_tri_type type) { + for (int i = 0; i < n; ++i) { + bool cmp = false; + switch (type) { + case GGML_TRI_TYPE_LOWER: cmp = i < r; break; + case GGML_TRI_TYPE_LOWER_DIAG: cmp = i <= r; break; + case GGML_TRI_TYPE_UPPER: cmp = i > r; break; + case GGML_TRI_TYPE_UPPER_DIAG: + default: cmp = i >= r; break; + } + dst[i] = cmp ? (keep_org_val ? src[i] : c) : 0.0f; + } +} + +inline static void ggml_vec_cumsum_f32(const int n, float * y, const float * x) { + for (int i = 0; i < n; ++i) { + if (i == 0) { + y[i] = x[i]; + } else { + y[i] = y[i - 1] + x[i]; + } + } +} + inline static void ggml_vec_sum_f32_ggf(const int n, ggml_float * s, const float * x) { ggml_float sum = 0.0; for (int i = 0; i < n; ++i) { diff --git a/ggml/src/ggml-cuda/ggml-cuda.cu b/ggml/src/ggml-cuda/ggml-cuda.cu index 68dc57843e44b..20bde96e0a173 100644 --- a/ggml/src/ggml-cuda/ggml-cuda.cu +++ b/ggml/src/ggml-cuda/ggml-cuda.cu @@ -2527,6 +2527,12 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg case GGML_UNARY_OP_TRUNC: ggml_cuda_op_trunc(ctx, dst); break; + case GGML_UNARY_OP_EXPM1: + ggml_cuda_op_expm1(ctx, dst); + break; + case GGML_UNARY_OP_SOFTPLUS: + ggml_cuda_op_softplus(ctx, dst); + break; default: return false; } @@ -3780,6 +3786,8 @@ static bool ggml_backend_cuda_device_supports_op(ggml_backend_dev_t dev, const g case GGML_UNARY_OP_GELU_QUICK: case GGML_UNARY_OP_TANH: case GGML_UNARY_OP_EXP: + case GGML_UNARY_OP_EXPM1: + case GGML_UNARY_OP_SOFTPLUS: case GGML_UNARY_OP_ELU: case GGML_UNARY_OP_FLOOR: case GGML_UNARY_OP_CEIL: diff --git a/ggml/src/ggml-cuda/unary.cu b/ggml/src/ggml-cuda/unary.cu index c1dc6ddbf8f81..f4f3011115978 100644 --- a/ggml/src/ggml-cuda/unary.cu +++ b/ggml/src/ggml-cuda/unary.cu @@ -81,6 +81,14 @@ static __device__ __forceinline__ float op_log(float x) { return logf(x); } +static __device__ __forceinline__ float op_expm1(float x) { + return expf(x) - 1.0f; +} + +static __device__ __forceinline__ float op_softplus(float x) { + return (x > 20.0f) ? x : logf(1.0f + expf(x)); +} + static __device__ __forceinline__ float op_elu(float x) { return (x > 0.f) ? x : expm1f(x); } @@ -233,6 +241,14 @@ void ggml_cuda_op_round(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { void ggml_cuda_op_trunc(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { ggml_cuda_op_unary(ctx, dst); } + +void ggml_cuda_op_expm1(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { + ggml_cuda_op_unary(ctx, dst); +} + +void ggml_cuda_op_softplus(ggml_backend_cuda_context & ctx, ggml_tensor * dst) { + ggml_cuda_op_unary(ctx, dst); +} /* gated ops */ template diff --git a/ggml/src/ggml-cuda/unary.cuh b/ggml/src/ggml-cuda/unary.cuh index 2800c75ba3f7a..609046e56941e 100644 --- a/ggml/src/ggml-cuda/unary.cuh +++ b/ggml/src/ggml-cuda/unary.cuh @@ -61,6 +61,10 @@ void ggml_cuda_op_cos(ggml_backend_cuda_context & ctx, ggml_tensor * dst); void ggml_cuda_op_log(ggml_backend_cuda_context & ctx, ggml_tensor * dst); +void ggml_cuda_op_expm1(ggml_backend_cuda_context & ctx, ggml_tensor * dst); + +void ggml_cuda_op_softplus(ggml_backend_cuda_context & ctx, ggml_tensor * dst); + void ggml_cuda_op_elu(ggml_backend_cuda_context & ctx, ggml_tensor * dst); void ggml_cuda_op_floor(ggml_backend_cuda_context & ctx, ggml_tensor * dst); diff --git a/ggml/src/ggml-impl.h b/ggml/src/ggml-impl.h index ec37a25337b64..fe57d4c582b5f 100644 --- a/ggml/src/ggml-impl.h +++ b/ggml/src/ggml-impl.h @@ -102,7 +102,7 @@ static bool ggml_op_is_empty(enum ggml_op op) { } } -static inline float ggml_softplus(float input) { +static inline float ggml_compute_softplus_f32(float input) { return (input > 20.0f) ? input : logf(1 + expf(input)); } // diff --git a/ggml/src/ggml.c b/ggml/src/ggml.c index 9be35c1be8456..3a59934d4aa7c 100644 --- a/ggml/src/ggml.c +++ b/ggml/src/ggml.c @@ -935,6 +935,7 @@ static const char * GGML_OP_NAME[GGML_OP_COUNT] = { "COS", "SUM", "SUM_ROWS", + "CUMSUM", "MEAN", "ARGMAX", "COUNT_EQUAL", @@ -990,6 +991,7 @@ static const char * GGML_OP_NAME[GGML_OP_COUNT] = { "TIMESTEP_EMBEDDING", "ARGSORT", "LEAKY_RELU", + "TRI", "FLASH_ATTN_EXT", "FLASH_ATTN_BACK", @@ -1002,6 +1004,7 @@ static const char * GGML_OP_NAME[GGML_OP_COUNT] = { "RWKV_WKV6", "GATED_LINEAR_ATTN", "RWKV_WKV7", + "SOLVE_TRI", "UNARY", @@ -1019,7 +1022,7 @@ static const char * GGML_OP_NAME[GGML_OP_COUNT] = { "GLU", }; -static_assert(GGML_OP_COUNT == 90, "GGML_OP_COUNT != 90"); +static_assert(GGML_OP_COUNT == 93, "GGML_OP_COUNT != 93"); static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = { "none", @@ -1039,6 +1042,7 @@ static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = { "cos(x)", "Σx", "Σx_k", + "cumsum(x)", "Σx/n", "argmax(x)", "count_equal(x)", @@ -1094,6 +1098,7 @@ static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = { "timestep_embedding(timesteps, dim, max_period)", "argsort(x)", "leaky_relu(x)", + "tri(x)", "flash_attn_ext(x)", "flash_attn_back(x)", @@ -1106,6 +1111,7 @@ static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = { "rwkv_wkv6(k, v, r, tf, td, s)", "gated_linear_attn(k, v, q, gate, s)", "rwkv_wkv7(r, w, k, v, a, b, s)", + "A X = B, A triangular, solve X", "unary(x)", @@ -1123,7 +1129,7 @@ static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = { "glu(x)", }; -static_assert(GGML_OP_COUNT == 90, "GGML_OP_COUNT != 90"); +static_assert(GGML_OP_COUNT == 93, "GGML_OP_COUNT != 93"); static_assert(GGML_OP_POOL_COUNT == 2, "GGML_OP_POOL_COUNT != 2"); @@ -1142,6 +1148,8 @@ static const char * GGML_UNARY_OP_NAME[GGML_UNARY_OP_COUNT] = { "HARDSWISH", "HARDSIGMOID", "EXP", + "EXPM1", + "SOFTPLUS", "GELU_ERF", "XIELU", "FLOOR", @@ -1150,7 +1158,7 @@ static const char * GGML_UNARY_OP_NAME[GGML_UNARY_OP_COUNT] = { "TRUNC", }; -static_assert(GGML_UNARY_OP_COUNT == 20, "GGML_UNARY_OP_COUNT != 20"); +static_assert(GGML_UNARY_OP_COUNT == 22, "GGML_UNARY_OP_COUNT != 22"); static const char * GGML_GLU_OP_NAME[GGML_GLU_OP_COUNT] = { "REGLU", @@ -2258,6 +2266,30 @@ struct ggml_tensor * ggml_log_inplace( return ggml_log_impl(ctx, a, true); } +struct ggml_tensor * ggml_expm1( + struct ggml_context * ctx, + struct ggml_tensor * a) { + return ggml_unary(ctx, a, GGML_UNARY_OP_EXPM1); +} + +struct ggml_tensor * ggml_expm1_inplace( + struct ggml_context * ctx, + struct ggml_tensor * a) { + return ggml_unary_inplace(ctx, a, GGML_UNARY_OP_EXPM1); +} + +struct ggml_tensor * ggml_softplus( + struct ggml_context * ctx, + struct ggml_tensor * a) { + return ggml_unary(ctx, a, GGML_UNARY_OP_SOFTPLUS); +} + +struct ggml_tensor * ggml_softplus_inplace( + struct ggml_context * ctx, + struct ggml_tensor * a) { + return ggml_unary_inplace(ctx, a, GGML_UNARY_OP_SOFTPLUS); +} + // ggml_sin static struct ggml_tensor * ggml_sin_impl( @@ -2341,6 +2373,20 @@ struct ggml_tensor * ggml_sum_rows( return result; } +// ggml_cumsum + +struct ggml_tensor * ggml_cumsum( + struct ggml_context * ctx, + struct ggml_tensor * a) { + + struct ggml_tensor * result = ggml_new_tensor(ctx, a->type, GGML_MAX_DIMS, a->ne); + + result->op = GGML_OP_CUMSUM; + result->src[0] = a; + + return result; +} + // ggml_mean struct ggml_tensor * ggml_mean( @@ -2668,8 +2714,8 @@ struct ggml_tensor * ggml_xielu( struct ggml_tensor * result = ggml_dup_tensor(ctx, a); ggml_set_op_params_i32(result, 0, (int32_t) GGML_UNARY_OP_XIELU); - ggml_set_op_params_f32(result, 1, beta + ggml_softplus(alpha_n)); - ggml_set_op_params_f32(result, 2, ggml_softplus(alpha_p)); + ggml_set_op_params_f32(result, 1, beta + ggml_compute_softplus_f32(alpha_n)); + ggml_set_op_params_f32(result, 2, ggml_compute_softplus_f32(alpha_p)); ggml_set_op_params_f32(result, 3, beta); ggml_set_op_params_f32(result, 4, eps); @@ -5028,6 +5074,33 @@ struct ggml_tensor * ggml_timestep_embedding( return result; } +// ggml_tri + +struct ggml_tensor * ggml_tri( + struct ggml_context * ctx, + struct ggml_tensor * a, + float constant, + enum ggml_tri_type tritype) { + + struct ggml_tensor * result = ggml_dup_tensor(ctx, a); + + ggml_set_op_params_i32(result, 0, tritype); + ggml_set_op_params_f32(result, 1, constant); + + result->op = GGML_OP_TRI; + result->src[0] = a; + + return result; +} + +struct ggml_tensor * ggml_tri_keep( + struct ggml_context * ctx, + struct ggml_tensor * a, + enum ggml_tri_type tritype) { + + return ggml_tri(ctx, a, nan(""), tritype); +} + // ggml_argsort struct ggml_tensor * ggml_argsort( @@ -5882,6 +5955,33 @@ struct ggml_tensor * ggml_opt_step_sgd( return result; } +// solve_tri +struct ggml_tensor * ggml_solve_tri( + struct ggml_context * ctx, + struct ggml_tensor * a, + struct ggml_tensor * b) { + + // A must be square and lower diagonal + GGML_ASSERT(a->ne[0] == a->ne[1]); + // B must have same outer dimension as A + GGML_ASSERT(a->ne[1] == b->ne[1]); + + // B must be broadcastable to A + GGML_ASSERT(a->ne[2] % b->ne[2] == 0); + GGML_ASSERT(a->ne[3] % b->ne[3] == 0); + + GGML_ASSERT(ggml_is_contiguous(a)); + GGML_ASSERT(ggml_is_contiguous(b)); + + struct ggml_tensor * result = ggml_new_tensor_4d(ctx, GGML_TYPE_F32, b->ne[0], b->ne[1], b->ne[2], b->ne[3]); + + result->op = GGML_OP_SOLVE_TRI; + result->src[0] = a; + result->src[1] = b; + + return result; +} + //////////////////////////////////////////////////////////////////////////////// struct ggml_hash_set ggml_hash_set_new(size_t size) { @@ -6454,6 +6554,24 @@ static void ggml_compute_backward( ggml_add_or_set(ctx, cgraph, isrc0, ggml_mul(ctx, tensor, grad)); } } break; + case GGML_UNARY_OP_EXPM1: { + if (src0_needs_grads) { + ggml_add_or_set(ctx, cgraph, isrc0, ggml_mul(ctx, grad, ggml_exp(ctx, src0))); + } + } break; + case GGML_UNARY_OP_SOFTPLUS: { + if (src0_needs_grads) { + // gradient of softplus: sigmoid(x) = 1 / (1 + exp(-x)) + struct ggml_tensor * neg_src0 = ggml_neg(ctx, src0); + struct ggml_tensor * exp_neg = ggml_exp(ctx, neg_src0); + struct ggml_tensor * ones = + ggml_exp(ctx, ggml_new_tensor_4d(ctx, src0->type, src0->ne[0], src0->ne[1], src0->ne[2], + src0->ne[3])); + struct ggml_tensor * one_plus_exp = ggml_add(ctx, ones, exp_neg); + struct ggml_tensor * sigmoid = ggml_div(ctx, ones, one_plus_exp); + ggml_add_or_set(ctx, cgraph, isrc0, ggml_mul(ctx, grad, sigmoid)); + } + } break; default: { fprintf(stderr, "%s: unsupported unary op for backward pass: %s\n", __func__, ggml_unary_op_name(ggml_get_unary_op(tensor))); diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 2470c148d6668..838680bc7ee65 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -175,6 +175,39 @@ static void init_tensor_kq_mask(ggml_tensor * tensor, float min = -1.0f, float m ggml_backend_tensor_set(tensor, data_f16.data(), 0, data_f16.size()*sizeof(ggml_fp16_t)); } +// generate a causal (lower diagonal) matrix +static void init_tensor_causal(ggml_tensor * tensor, float min = -1.0f, float max = 1.0f) { + GGML_ASSERT(tensor->type == GGML_TYPE_F32); + GGML_ASSERT(tensor->ne[0] == tensor->ne[1]); + + GGML_TENSOR_LOCALS(int32_t, ne, tensor, ne); + + std::vector data_f32(ne0*ne1*ne2*ne3); + + std::random_device rd; + std::mt19937 gen(rd()); + std::uniform_real_distribution dis(min, max); + + for (int64_t i0 = 0; i0 < tensor->ne[0]; i0++) { + for (int64_t i1 = 0; i1 < tensor->ne[1]; i1++) { + for (int64_t i2 = 0; i2 < tensor->ne[2]; i2++) { + for (int64_t i3 = 0; i3 < tensor->ne[3]; i3++) { + int64_t idx = i0 * tensor->nb[0] / sizeof(float) + i1 * tensor->nb[1] / sizeof(float) + + i2 * tensor->nb[2] / sizeof(float) + i3 * tensor->nb[3] / sizeof(float); + if (i0 <= i1) { + data_f32[idx] = dis(gen); + } else { + data_f32[idx] = 0.0f; + } + } + } + } + } + + ggml_backend_tensor_set(tensor, data_f32.data(), 0, ggml_nbytes(tensor)); +} + + static std::vector tensor_to_float(const ggml_tensor * t) { std::vector tv; tv.reserve(ggml_nelements(t)); @@ -4825,6 +4858,7 @@ struct test_argsort : public test_case { } }; +// GGML_OP_TOPK_MOE struct test_topk_moe: public test_case { const std::array ne; const int n_expert_used; @@ -5335,6 +5369,7 @@ struct test_pad : public test_case { } }; +// GGML_OP_EXT struct test_pad_ext : public test_case { const ggml_type type; const std::array ne_a; @@ -5742,6 +5777,7 @@ struct test_opt_step_adamw : public test_case { } }; +// OP_OPT_STEP_SGD struct test_opt_step_sgd : public test_case { const ggml_type type; const std::array ne; @@ -5781,6 +5817,202 @@ struct test_opt_step_sgd : public test_case { } }; +// GGML_OP_ADD +// GGML_OP_SUB +// GGML_OP_DIV +// GGML_OP_MUL +struct test_op_arith : public test_case { + const ggml_type type; + const std::array ne; + const ggml_op op; + + std::string vars() override { return VARS_TO_STR3(type, ne, op); } + + test_op_arith(ggml_op op, ggml_type type = GGML_TYPE_F32, + std::array ne = { 10, 5, 4, 3 }) + : type(type), ne(ne), op(op) { + GGML_ASSERT(op == GGML_OP_ADD || op == GGML_OP_SUB || op == GGML_OP_DIV || op == GGML_OP_MUL); + } + + ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); + ggml_set_param(a); + ggml_set_name(a, "a"); + + ggml_tensor * b = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); + ggml_set_name(b, "b"); + + ggml_tensor * out; + + switch (op) { + case GGML_OP_ADD: + out = ggml_add(ctx, a, b); + break; + case GGML_OP_SUB: + out = ggml_sub(ctx, a, b); + break; + case GGML_OP_DIV: + out = ggml_div(ctx, a, b); + break; + case GGML_OP_MUL: + out = ggml_mul(ctx, a, b); + break; + default: + GGML_ABORT("This test only supports ADD, SUB, DIV and MUL"); + } + + ggml_set_name(out, "out"); + + return out; + } + + void initialize_tensors(ggml_context * ctx) override { + for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { + init_tensor_uniform(t, 0.1f, 1.0f); // no zeroes because div might complain + } + } + +}; + +// GGML_OP_CUMSUM +struct test_cumsum : public test_case { + const ggml_type type; + const std::array ne; + + std::string vars() override { return VARS_TO_STR2(type, ne); } + + test_cumsum(ggml_type type = GGML_TYPE_F32, + std::array ne = { 10, 5, 4, 3 }) + : type(type), ne(ne) {} + + ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); + ggml_set_param(a); + ggml_set_name(a, "a"); + + ggml_tensor * out = ggml_cumsum(ctx, a); + + ggml_set_name(out, "out"); + + return out; + } + + void initialize_tensors(ggml_context * ctx) override { + for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { + init_tensor_uniform(t, -1.0f, 1.0f); + } + } +}; + +// GGML_OP_XIELU +struct test_xielu : public test_case { + const ggml_type type; + const std::array ne; + + std::string vars() override { return VARS_TO_STR2(type, ne); } + + test_xielu(ggml_type type = GGML_TYPE_F32, + std::array ne = { 10, 5, 4, 3 }) + : type(type), ne(ne) {} + + ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); + ggml_set_param(a); + ggml_set_name(a, "a"); + + float alpha_n = 4.0f; + float alpha_p = 20.0f; + float beta = 0.5f; + float eps = 0.0000001f; + + ggml_tensor * out = ggml_xielu(ctx, a, alpha_n, alpha_p, beta, eps); + + ggml_set_name(out, "out"); + + return out; + } + + void initialize_tensors(ggml_context * ctx) override { + for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { + init_tensor_uniform(t, -1.0f, 1.0f); + } + } +}; + +// GGML_OP_TRI +struct test_tri : public test_case { + const ggml_type type; + const std::array ne; + const ggml_tri_type tri_type; + const bool keep; + + std::string vars() override { return VARS_TO_STR4(type, ne, tri_type, keep); } + + test_tri(ggml_tri_type tri_type, bool keep, ggml_type type = GGML_TYPE_F32, + std::array ne = { 10, 10, 4, 3 }) + : type(type), ne(ne), tri_type(tri_type), keep(keep) { + GGML_ASSERT(ne[0] == ne[1]); + } + + ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); + ggml_set_param(a); + ggml_set_name(a, "a"); + + ggml_tensor * out = keep ? ggml_tri_keep(ctx, a, tri_type) : ggml_tri(ctx, a, 1.0f, tri_type); + + ggml_set_name(out, "out"); + + return out; + } + + void initialize_tensors(ggml_context * ctx) override { + for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { + init_tensor_uniform(t, -1.0f, 1.0f); + } + } +}; + +// GGML_OP_SOLVE_TRI +struct test_solve_tri : public test_case { + const ggml_type type; + const std::array ne; + const std::array ne2; + + std::string vars() override { return VARS_TO_STR3(type, ne, ne2); } + + test_solve_tri(ggml_type type = GGML_TYPE_F32, + std::array ne = { 10, 10, 4, 3 }, + std::array ne2 = { 3, 10, 4, 3 } + ) + : type(type), ne(ne), ne2(ne2) {} + + ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); + ggml_set_param(a); + ggml_set_name(a, "a"); + + ggml_tensor * b = ggml_new_tensor_4d(ctx, type, ne2[0], ne2[1], ne2[2], ne2[3]); + ggml_set_param(b); + ggml_set_name(b, "b"); + + ggml_tensor * out = ggml_solve_tri(ctx, a, b); + ggml_set_name(out, "out"); + + return out; + } + + void initialize_tensors(ggml_context * ctx) override { + for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { + if (strcmp(t->name, "a") == 0) { + init_tensor_causal(t, 0.1, 1.0f); + } else { + init_tensor_uniform(t, 0.1, 1.0f); + } + } + } +}; + enum llm_norm_type { LLM_NORM, LLM_NORM_RMS, @@ -7074,6 +7306,12 @@ static std::vector> make_test_cases_eval() { test_cases.emplace_back(new test_trunc (type, {7, 1, 5, 3})); } + // basic arithmetic, have to do them manually now that fusion is not supported + test_cases.emplace_back(new test_op_arith(GGML_OP_ADD, GGML_TYPE_F32)); + test_cases.emplace_back(new test_op_arith(GGML_OP_SUB, GGML_TYPE_F32)); + test_cases.emplace_back(new test_op_arith(GGML_OP_DIV, GGML_TYPE_F32)); + test_cases.emplace_back(new test_op_arith(GGML_OP_MUL, GGML_TYPE_F32)); + test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 1, 1}, 5)); test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 3, 1}, 5)); test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 3, 2}, 5)); @@ -7266,6 +7504,27 @@ static std::vector> make_test_cases_eval() { test_cases.emplace_back(new test_arange()); test_cases.emplace_back(new test_timestep_embedding()); test_cases.emplace_back(new test_leaky_relu()); + test_cases.emplace_back(new test_cumsum()); + + test_cases.emplace_back(new test_xielu()); + + test_cases.emplace_back(new test_tri(GGML_TRI_TYPE_LOWER, true)); + test_cases.emplace_back(new test_tri(GGML_TRI_TYPE_LOWER_DIAG, true)); + test_cases.emplace_back(new test_tri(GGML_TRI_TYPE_UPPER, true)); + test_cases.emplace_back(new test_tri(GGML_TRI_TYPE_UPPER_DIAG, true)); + + test_cases.emplace_back(new test_tri(GGML_TRI_TYPE_LOWER, false)); + test_cases.emplace_back(new test_tri(GGML_TRI_TYPE_LOWER_DIAG, false)); + test_cases.emplace_back(new test_tri(GGML_TRI_TYPE_UPPER, false)); + test_cases.emplace_back(new test_tri(GGML_TRI_TYPE_UPPER_DIAG, false)); + + test_cases.emplace_back(new test_solve_tri()); + test_cases.emplace_back(new test_solve_tri(GGML_TYPE_F32, { 11, 11, 1, 1 }, { 5, 11, 1, 1 })); + test_cases.emplace_back(new test_solve_tri(GGML_TYPE_F32, { 17, 17, 2, 4 }, { 9, 17, 2, 4 })); + test_cases.emplace_back(new test_solve_tri(GGML_TYPE_F32, { 30, 30, 7, 1 }, { 8, 30, 7, 1 })); + test_cases.emplace_back(new test_solve_tri(GGML_TYPE_F32, { 42, 42, 5, 2 }, { 10, 42, 5, 2 })); + test_cases.emplace_back(new test_solve_tri(GGML_TYPE_F32, { 64, 64, 2, 2 }, { 10, 64, 2, 2 })); + test_cases.emplace_back(new test_solve_tri(GGML_TYPE_F32, { 100, 100, 4, 4 }, { 41, 100, 4, 4 })); for (bool v : {false, true}) { test_cases.emplace_back(new test_pad_ext(GGML_TYPE_F32, {512, 512, 1, 1}, 0, 1, 0, 1, 0, 0, 0, 0, v)); From 42d8b2334f175be7f92c3c35c66c0204bfabf510 Mon Sep 17 00:00:00 2001 From: "Piotr Wilkin (ilintar)" Date: Fri, 7 Nov 2025 22:23:20 +0100 Subject: [PATCH 2/7] Update ggml/include/ggml.h Co-authored-by: Georgi Gerganov --- ggml/include/ggml.h | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/ggml/include/ggml.h b/ggml/include/ggml.h index 00ae7e64f6eb4..09439d7bfd10b 100644 --- a/ggml/include/ggml.h +++ b/ggml/include/ggml.h @@ -626,10 +626,10 @@ extern "C" { }; enum ggml_tri_type { - GGML_TRI_TYPE_UPPER_DIAG = 0, - GGML_TRI_TYPE_UPPER = 1, - GGML_TRI_TYPE_LOWER_DIAG = 2, - GGML_TRI_TYPE_LOWER = 3 + GGML_TRI_TYPE_UPPER_DIAG = 0, + GGML_TRI_TYPE_UPPER = 1, + GGML_TRI_TYPE_LOWER_DIAG = 2, + GGML_TRI_TYPE_LOWER = 3 }; struct ggml_init_params { From 698613d78478834a6cad7a721b307acee73908ad Mon Sep 17 00:00:00 2001 From: "Piotr Wilkin (ilintar)" Date: Fri, 7 Nov 2025 22:23:33 +0100 Subject: [PATCH 3/7] Update tests/test-backend-ops.cpp Co-authored-by: Georgi Gerganov --- tests/test-backend-ops.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index 838680bc7ee65..cdd494a5affbe 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -182,7 +182,7 @@ static void init_tensor_causal(ggml_tensor * tensor, float min = -1.0f, float ma GGML_TENSOR_LOCALS(int32_t, ne, tensor, ne); - std::vector data_f32(ne0*ne1*ne2*ne3); + std::vector data_f32(ne0*ne1*ne2*ne3); std::random_device rd; std::mt19937 gen(rd()); From a177276457d98685adab0b6afb41e376ca111292 Mon Sep 17 00:00:00 2001 From: Piotr Wilkin Date: Sat, 8 Nov 2025 20:02:32 +0100 Subject: [PATCH 4/7] Code review --- ggml/src/ggml-cpu/ops.cpp | 12 ++++- ggml/src/ggml-cpu/vec.h | 14 ++---- ggml/src/ggml.c | 16 ++++--- tests/test-backend-ops.cpp | 97 ++++++++++++++++++-------------------- 4 files changed, 71 insertions(+), 68 deletions(-) diff --git a/ggml/src/ggml-cpu/ops.cpp b/ggml/src/ggml-cpu/ops.cpp index ec5b8d25a99b9..065466ed4bfa1 100644 --- a/ggml/src/ggml-cpu/ops.cpp +++ b/ggml/src/ggml-cpu/ops.cpp @@ -2207,6 +2207,16 @@ static void ggml_compute_forward_tri_f32(const ggml_compute_params * params, ggm const auto [ir0, ir1] = get_thread_range(params, src0); + bool (*bipred)(int, int); + + switch (ttype) { + case GGML_TRI_TYPE_LOWER: bipred = [](int i, int r) { return i < r; }; break; + case GGML_TRI_TYPE_LOWER_DIAG: bipred = [](int i, int r) { return i <= r; }; break; + case GGML_TRI_TYPE_UPPER: bipred = [](int i, int r) { return i > r; }; break; + case GGML_TRI_TYPE_UPPER_DIAG: + default: bipred = [](int i, int r) { return i >= r; }; break; + } + for (int64_t ir = ir0; ir < ir1; ++ir) { const int64_t i03 = ir/(ne02*ne01); const int64_t i02 = (ir - i03*ne02*ne01)/ne01; @@ -2215,7 +2225,7 @@ static void ggml_compute_forward_tri_f32(const ggml_compute_params * params, ggm float * dst_ptr = (float *) ((char *) dst->data + i03*nb3 + i02*nb2 + i01*nb1); float * src_ptr = (float *) ((char *) src0->data + i03*nb03 + i02*nb02 + i01*nb01); - ggml_vec_tri_f32(ne0, i01, dst_ptr, src_ptr, keep_org_val, c, ttype); + ggml_vec_tri_f32(ne0, i01, dst_ptr, src_ptr, keep_org_val, c, bipred); } } diff --git a/ggml/src/ggml-cpu/vec.h b/ggml/src/ggml-cpu/vec.h index 59c350ef5088b..2443cbbf6fadf 100644 --- a/ggml/src/ggml-cpu/vec.h +++ b/ggml/src/ggml-cpu/vec.h @@ -1424,18 +1424,10 @@ inline static void ggml_vec_sum_f32(const int n, float * s, const float * x) { // src - input array // keep_org_val - if true, keep original value where mask applies; otherwise use constant 'c' // c - constant value to use when not keeping original value -// type - type of triangular mask (lower, upper, etc.) -inline static void ggml_vec_tri_f32(const int n, const int r, float * dst, const float * src, bool keep_org_val, float c, enum ggml_tri_type type) { +// bipred - the predicate on coordinates, derived from tri_type +inline static void ggml_vec_tri_f32(const int n, const int r, float * dst, const float * src, bool keep_org_val, float c, bool (*bipred)(int, int)) { for (int i = 0; i < n; ++i) { - bool cmp = false; - switch (type) { - case GGML_TRI_TYPE_LOWER: cmp = i < r; break; - case GGML_TRI_TYPE_LOWER_DIAG: cmp = i <= r; break; - case GGML_TRI_TYPE_UPPER: cmp = i > r; break; - case GGML_TRI_TYPE_UPPER_DIAG: - default: cmp = i >= r; break; - } - dst[i] = cmp ? (keep_org_val ? src[i] : c) : 0.0f; + dst[i] = bipred(i, r) ? (keep_org_val ? src[i] : c) : 0.0f; } } diff --git a/ggml/src/ggml.c b/ggml/src/ggml.c index 3a59934d4aa7c..67bfb52086ef2 100644 --- a/ggml/src/ggml.c +++ b/ggml/src/ggml.c @@ -5082,6 +5082,9 @@ struct ggml_tensor * ggml_tri( float constant, enum ggml_tri_type tritype) { + GGML_ASSERT(ggml_is_contiguous(a)); + GGML_ASSERT(a->ne[0] == a->ne[1]); + struct ggml_tensor * result = ggml_dup_tensor(ctx, a); ggml_set_op_params_i32(result, 0, tritype); @@ -5956,6 +5959,7 @@ struct ggml_tensor * ggml_opt_step_sgd( } // solve_tri + struct ggml_tensor * ggml_solve_tri( struct ggml_context * ctx, struct ggml_tensor * a, @@ -5966,9 +5970,9 @@ struct ggml_tensor * ggml_solve_tri( // B must have same outer dimension as A GGML_ASSERT(a->ne[1] == b->ne[1]); - // B must be broadcastable to A - GGML_ASSERT(a->ne[2] % b->ne[2] == 0); - GGML_ASSERT(a->ne[3] % b->ne[3] == 0); + // batch dimensions must be equal + GGML_ASSERT(a->ne[2] == b->ne[2]); + GGML_ASSERT(a->ne[3] == b->ne[3]); GGML_ASSERT(ggml_is_contiguous(a)); GGML_ASSERT(ggml_is_contiguous(b)); @@ -6565,12 +6569,12 @@ static void ggml_compute_backward( struct ggml_tensor * neg_src0 = ggml_neg(ctx, src0); struct ggml_tensor * exp_neg = ggml_exp(ctx, neg_src0); struct ggml_tensor * ones = - ggml_exp(ctx, ggml_new_tensor_4d(ctx, src0->type, src0->ne[0], src0->ne[1], src0->ne[2], - src0->ne[3])); + ggml_scale_bias(ctx, ggml_new_tensor_4d(ctx, src0->type, src0->ne[0], src0->ne[1], src0->ne[2], + src0->ne[3]), 0.0f, 1.0f); struct ggml_tensor * one_plus_exp = ggml_add(ctx, ones, exp_neg); struct ggml_tensor * sigmoid = ggml_div(ctx, ones, one_plus_exp); ggml_add_or_set(ctx, cgraph, isrc0, ggml_mul(ctx, grad, sigmoid)); - } + } } break; default: { fprintf(stderr, "%s: unsupported unary op for backward pass: %s\n", diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index cdd494a5affbe..b0f532ce45590 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -188,12 +188,11 @@ static void init_tensor_causal(ggml_tensor * tensor, float min = -1.0f, float ma std::mt19937 gen(rd()); std::uniform_real_distribution dis(min, max); - for (int64_t i0 = 0; i0 < tensor->ne[0]; i0++) { - for (int64_t i1 = 0; i1 < tensor->ne[1]; i1++) { - for (int64_t i2 = 0; i2 < tensor->ne[2]; i2++) { - for (int64_t i3 = 0; i3 < tensor->ne[3]; i3++) { - int64_t idx = i0 * tensor->nb[0] / sizeof(float) + i1 * tensor->nb[1] / sizeof(float) + - i2 * tensor->nb[2] / sizeof(float) + i3 * tensor->nb[3] / sizeof(float); + for (int64_t i3 = 0; i3 < tensor->ne[3]; i3++) { + for (int64_t i2 = 0; i2 < tensor->ne[2]; i2++) { + for (int64_t i1 = 0; i2 < tensor->ne[1]; i1++) { + for (int64_t i0 = 0; i0 < tensor->ne[0]; i0++) { + int64_t idx = (i0 * tensor->nb[0] + i1 * tensor->nb[1] + i2 * tensor->nb[2] + i3 * tensor->nb[3]) / sizeof(float); if (i0 <= i1) { data_f32[idx] = dis(gen); } else { @@ -4858,7 +4857,6 @@ struct test_argsort : public test_case { } }; -// GGML_OP_TOPK_MOE struct test_topk_moe: public test_case { const std::array ne; const int n_expert_used; @@ -5369,7 +5367,7 @@ struct test_pad : public test_case { } }; -// GGML_OP_EXT +// GGML_OP_PAD (with extension) struct test_pad_ext : public test_case { const ggml_type type; const std::array ne_a; @@ -5817,49 +5815,53 @@ struct test_opt_step_sgd : public test_case { } }; -// GGML_OP_ADD -// GGML_OP_SUB -// GGML_OP_DIV -// GGML_OP_MUL -struct test_op_arith : public test_case { +// GGML_OP_CUMSUM +struct test_cumsum : public test_case { const ggml_type type; const std::array ne; - const ggml_op op; - std::string vars() override { return VARS_TO_STR3(type, ne, op); } + std::string vars() override { return VARS_TO_STR2(type, ne); } - test_op_arith(ggml_op op, ggml_type type = GGML_TYPE_F32, + test_cumsum(ggml_type type = GGML_TYPE_F32, std::array ne = { 10, 5, 4, 3 }) - : type(type), ne(ne), op(op) { - GGML_ASSERT(op == GGML_OP_ADD || op == GGML_OP_SUB || op == GGML_OP_DIV || op == GGML_OP_MUL); - } + : type(type), ne(ne) {} - ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * build_graph(ggml_context * ctx) override { ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); ggml_set_param(a); ggml_set_name(a, "a"); - ggml_tensor * b = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); - ggml_set_name(b, "b"); + ggml_tensor * out = ggml_cumsum(ctx, a); - ggml_tensor * out; + ggml_set_name(out, "out"); - switch (op) { - case GGML_OP_ADD: - out = ggml_add(ctx, a, b); - break; - case GGML_OP_SUB: - out = ggml_sub(ctx, a, b); - break; - case GGML_OP_DIV: - out = ggml_div(ctx, a, b); - break; - case GGML_OP_MUL: - out = ggml_mul(ctx, a, b); - break; - default: - GGML_ABORT("This test only supports ADD, SUB, DIV and MUL"); + return out; + } + + void initialize_tensors(ggml_context * ctx) override { + for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { + init_tensor_uniform(t, -1.0f, 1.0f); } + } +}; + +// GGML_OP_EXPM1 +struct test_expm1 : public test_case { + const ggml_type type; + const std::array ne; + + std::string vars() override { return VARS_TO_STR2(type, ne); } + + test_expm1(ggml_type type = GGML_TYPE_F32, + std::array ne = { 10, 5, 4, 3 }) + : type(type), ne(ne) {} + + ggml_tensor * build_graph(ggml_context * ctx) override { + ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], ne[2], ne[3]); + ggml_set_param(a); + ggml_set_name(a, "a"); + + ggml_tensor * out = ggml_expm1(ctx, a); ggml_set_name(out, "out"); @@ -5868,20 +5870,19 @@ struct test_op_arith : public test_case { void initialize_tensors(ggml_context * ctx) override { for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - init_tensor_uniform(t, 0.1f, 1.0f); // no zeroes because div might complain + init_tensor_uniform(t, -1.0f, 1.0f); } } - }; -// GGML_OP_CUMSUM -struct test_cumsum : public test_case { +// GGML_OP_SOFTPLUS +struct test_softplus : public test_case { const ggml_type type; const std::array ne; std::string vars() override { return VARS_TO_STR2(type, ne); } - test_cumsum(ggml_type type = GGML_TYPE_F32, + test_softplus(ggml_type type = GGML_TYPE_F32, std::array ne = { 10, 5, 4, 3 }) : type(type), ne(ne) {} @@ -5890,7 +5891,7 @@ struct test_cumsum : public test_case { ggml_set_param(a); ggml_set_name(a, "a"); - ggml_tensor * out = ggml_cumsum(ctx, a); + ggml_tensor * out = ggml_softplus(ctx, a); ggml_set_name(out, "out"); @@ -7293,6 +7294,8 @@ static std::vector> make_test_cases_eval() { test_cases.emplace_back(new test_ceil (type)); test_cases.emplace_back(new test_round (type)); test_cases.emplace_back(new test_trunc (type)); + test_cases.emplace_back(new test_expm1 (type)); + test_cases.emplace_back(new test_softplus (type)); test_cases.emplace_back(new test_sqr (type, {7, 1, 5, 3})); test_cases.emplace_back(new test_sqrt (type, {7, 1, 5, 3})); test_cases.emplace_back(new test_log (type, {7, 1, 5, 3})); @@ -7306,12 +7309,6 @@ static std::vector> make_test_cases_eval() { test_cases.emplace_back(new test_trunc (type, {7, 1, 5, 3})); } - // basic arithmetic, have to do them manually now that fusion is not supported - test_cases.emplace_back(new test_op_arith(GGML_OP_ADD, GGML_TYPE_F32)); - test_cases.emplace_back(new test_op_arith(GGML_OP_SUB, GGML_TYPE_F32)); - test_cases.emplace_back(new test_op_arith(GGML_OP_DIV, GGML_TYPE_F32)); - test_cases.emplace_back(new test_op_arith(GGML_OP_MUL, GGML_TYPE_F32)); - test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 1, 1}, 5)); test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 3, 1}, 5)); test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 3, 2}, 5)); From f2a8e0ba4ecb55f6d848d8590a3c759264940f35 Mon Sep 17 00:00:00 2001 From: Piotr Wilkin Date: Sat, 8 Nov 2025 20:04:03 +0100 Subject: [PATCH 5/7] Whitespace --- ggml/src/ggml.c | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ggml/src/ggml.c b/ggml/src/ggml.c index 67bfb52086ef2..36204114dd579 100644 --- a/ggml/src/ggml.c +++ b/ggml/src/ggml.c @@ -6574,7 +6574,7 @@ static void ggml_compute_backward( struct ggml_tensor * one_plus_exp = ggml_add(ctx, ones, exp_neg); struct ggml_tensor * sigmoid = ggml_div(ctx, ones, one_plus_exp); ggml_add_or_set(ctx, cgraph, isrc0, ggml_mul(ctx, grad, sigmoid)); - } + } } break; default: { fprintf(stderr, "%s: unsupported unary op for backward pass: %s\n", From b6f4dfd79330b14e78b29ef18f4d8669b55ecbd7 Mon Sep 17 00:00:00 2001 From: "Piotr Wilkin (ilintar)" Date: Sat, 8 Nov 2025 20:04:22 +0100 Subject: [PATCH 6/7] Update tests/test-backend-ops.cpp Co-authored-by: Diego Devesa --- tests/test-backend-ops.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp index b0f532ce45590..5c2a77dc8741b 100644 --- a/tests/test-backend-ops.cpp +++ b/tests/test-backend-ops.cpp @@ -5775,7 +5775,7 @@ struct test_opt_step_adamw : public test_case { } }; -// OP_OPT_STEP_SGD +// GGML_OP_OPT_STEP_SGD struct test_opt_step_sgd : public test_case { const ggml_type type; const std::array ne; From 5915473febed516d57775b1fb9c488ca5656813e Mon Sep 17 00:00:00 2001 From: Piotr Wilkin Date: Sat, 8 Nov 2025 20:19:08 +0100 Subject: [PATCH 7/7] This is actually sigmoid, duh. --- ggml/src/ggml.c | 10 +--------- 1 file changed, 1 insertion(+), 9 deletions(-) diff --git a/ggml/src/ggml.c b/ggml/src/ggml.c index 36204114dd579..df314efa34f78 100644 --- a/ggml/src/ggml.c +++ b/ggml/src/ggml.c @@ -6565,15 +6565,7 @@ static void ggml_compute_backward( } break; case GGML_UNARY_OP_SOFTPLUS: { if (src0_needs_grads) { - // gradient of softplus: sigmoid(x) = 1 / (1 + exp(-x)) - struct ggml_tensor * neg_src0 = ggml_neg(ctx, src0); - struct ggml_tensor * exp_neg = ggml_exp(ctx, neg_src0); - struct ggml_tensor * ones = - ggml_scale_bias(ctx, ggml_new_tensor_4d(ctx, src0->type, src0->ne[0], src0->ne[1], src0->ne[2], - src0->ne[3]), 0.0f, 1.0f); - struct ggml_tensor * one_plus_exp = ggml_add(ctx, ones, exp_neg); - struct ggml_tensor * sigmoid = ggml_div(ctx, ones, one_plus_exp); - ggml_add_or_set(ctx, cgraph, isrc0, ggml_mul(ctx, grad, sigmoid)); + ggml_add_or_set(ctx, cgraph, isrc0, ggml_mul(ctx, grad, ggml_sigmoid(ctx, src0))); } } break; default: {