llama.cpp/ggml/include
Jeff Bolz be47fb9285
vulkan: extend topk_moe to handle sigmoid w/exp_probs_b for nemotron (#18295)
* vulkan: extend topk_moe to handle sigmoid w/exp_probs_b for nemotron

Also handle GGML_OP_SCALE at the end (nemotron, deepseek2).

Fewer pipeline variants and spec constants, just use push constants.

In test_topk_moe, change exp_probs_b to be 1D, matching real networks.

Update test-backend-ops and ggml-backend to allow verifying multiple outputs
in a fusion test (topk_moe has two outputs). Previously only the final node
was verified.

* change test_topk_moe to allow results in arbitrary order

* disable sigmoid fusion for moltenvk
2026-01-01 08:58:27 +01:00
..
ggml-alloc.h llama: automatically set parameters not set by the user in such a way that maximizes GPU utilization (#16653) 2025-12-15 09:24:59 +01:00
ggml-backend.h vulkan: extend topk_moe to handle sigmoid w/exp_probs_b for nemotron (#18295) 2026-01-01 08:58:27 +01:00
ggml-blas.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-cann.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-cpp.h ggml : fix ggml_gallocr_ptr type (ggml/1205) 2025-05-01 09:58:44 +03:00
ggml-cpu.h ggml-cpu : fix RISC-V Q4_0 repack select and RVV feature reporting (#17951) 2025-12-12 16:26:03 +02:00
ggml-cuda.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-hexagon.h Add experimental ggml-hexagon backend for the Hexagon NPU (#16547) 2025-10-22 13:47:09 -07:00
ggml-metal.h metal : refactor + optimize v2 (#15995) 2025-09-17 20:38:12 +03:00
ggml-opencl.h Introducing experimental OpenCL backend with support for Qualcomm Adreno GPUs (#10693) 2024-12-13 12:23:52 -08:00
ggml-opt.h finetune: SGD optimizer, more CLI args (#13873) 2025-08-14 12:03:57 +02:00
ggml-rpc.h rpc : fix alloc size logic (#17116) 2025-12-05 19:39:04 +02:00
ggml-sycl.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-vulkan.h vulkan: Make Vulkan optional at runtime (#11493). (#11494) 2025-02-10 07:17:21 +01:00
ggml-webgpu.h ggml: Add initial WebGPU backend (#14521) 2025-07-16 18:18:51 +03:00
ggml-zdnn.h zdnn: refactor codebase + add docs (#16178) 2025-09-23 14:53:05 +08:00
ggml-zendnn.h ggml-zendnn : add ZenDNN backend for AMD CPUs (#17690) 2025-12-07 00:13:33 +08:00
ggml.h llama: automatically set parameters not set by the user in such a way that maximizes GPU utilization (#16653) 2025-12-15 09:24:59 +01:00
gguf.h GGUF: C++ refactor, backend support, misc fixes (#11030) 2025-01-07 18:01:58 +01:00