Reese Levine d304f459d8 GGML WebGPU: Support for ADD, MUL, RMS_NORM, GET_ROWS operators (#16018) ...

* Add paramater buffer pool, batching of submissions, refactor command building/submission

* Add header for linux builds

* Free staged parameter buffers at once

* Format with clang-format

* Fix thread-safe implementation

* Use device implicit synchronization

* Update workflow to use custom release

* Remove testing branch workflow

* some f32 tests passing

* Disable set_rows until it's implemented

* f32 add all tests passing

* Begin work on set_rows

* Work on set rows

* Add error buffers for reporting unsupported SET_ROWS indices

* Remove extra comments

* Add templated addition, clean up code

* Get addition and multiplication working

* Implement rms_norm

* Add get_rows implementation

* Add new get_rows files

* Refactor use of wg size entry

* Fix compilation

* Try manually unrolled q4_0 quant

* Revert "Try manually unrolled q4_0 quant"

This reverts commit 77f8b96515.

* Move to constant max wg size

* Check for tensor size in supports_op

* Vectorize f32 and change default workgroup size

* Move f32 get_rows from < 4 to % 4 != 0

* fix linter errors

* Add in-place tests

---------

Co-authored-by: Neha Abbas <nehaabbas@ReeseLevines-MacBook-Pro.local>

2025-09-17 13:09:40 -07:00

..

.gitignore

gitignore : Ignore vim swap files in tests (#15901)

2025-09-10 14:28:47 +03:00

CMakeLists.txt

finetune: SGD optimizer, more CLI args (#13873)

2025-08-14 12:03:57 +02:00

get-model.cpp

ci : add model tests + script wrapper (#4586)

2024-01-26 14:18:00 +02:00

get-model.h

ci : add model tests + script wrapper (#4586)

2024-01-26 14:18:00 +02:00

run-json-schema-to-grammar.mjs

llama : move end-user examples to tools directory (#13249)

2025-05-02 20:27:13 +02:00

test-arg-parser.cpp

tests : avoid github urls due to throttling (#13654)

2025-05-20 12:03:17 +02:00

test-autorelease.cpp

llama : add llama_vocab, functions -> methods, naming (#11110)

2025-01-12 11:32:42 +02:00

test-backend-ops.cpp

GGML WebGPU: Support for ADD, MUL, RMS_NORM, GET_ROWS operators (#16018)

2025-09-17 13:09:40 -07:00

test-barrier.cpp

ggml : move CPU backend to a separate file (#10144)

2024-11-03 19:34:08 +01:00

test-c.c

ggml : remove kompute backend (#14501)

2025-07-03 07:48:32 +03:00

test-chat-parser.cpp

chat : Deepseek V3.1 reasoning and tool calling support (OpenAI Style) (#15533)

2025-09-08 16:59:48 +02:00

test-chat-template.cpp

model : add support for Seed-OSS (#15490)

2025-08-23 15:21:52 +02:00

test-chat.cpp

chat : Deepseek V3.1 reasoning and tool calling support (OpenAI Style) (#15533)

2025-09-08 16:59:48 +02:00

test-double-float.cpp

ggml : minor naming changes (#8433)

2024-07-12 10:46:02 +03:00

test-gbnf-validator.cpp

cmake : do not include ./src as public for libllama (#13062)

2025-04-24 16:00:10 +03:00

test-gguf.cpp

gguf: fix failure on version == 0 (#13956)

2025-06-01 18:08:05 +02:00

test-grammar-integration.cpp

sync : vendor (#13901)

2025-05-30 16:25:45 +03:00

test-grammar-llguidance.cpp

cmake : do not include ./src as public for libllama (#13062)

2025-04-24 16:00:10 +03:00

test-grammar-parser.cpp

cmake : do not include ./src as public for libllama (#13062)

2025-04-24 16:00:10 +03:00

test-json-partial.cpp

server: streaming of tool calls and thoughts when --jinja is on (#12379)

2025-05-25 01:48:08 +01:00

test-json-schema-to-grammar.cpp

json : support enum values within allOf (#15830)

2025-09-08 16:14:32 -05:00

test-llama-grammar.cpp

cmake : do not include ./src as public for libllama (#13062)

2025-04-24 16:00:10 +03:00

test-log.cpp

common : use common_ prefix for common library functions (#9805)

2024-10-10 22:57:42 +02:00

test-lora-conversion-inference.sh

scripts : make the shell scripts cross-platform (#14341)

2025-06-30 10:17:18 +02:00

test-model-load-cancel.cpp

llama : update llama_model API names (#11063)

2025-01-06 10:55:18 +02:00

test-mtmd-c-api.c

mtmd : add C public API (#13184)

2025-05-04 23:43:42 +02:00

test-opt.cpp

tests : fix test-opt with GGML_BACKEND_DL (#15599)

2025-08-26 22:14:38 +02:00

test-quantize-fns.cpp

tests : fix test-quantize-fns to init the CPU backend (#12306)

2025-03-10 14:07:15 +02:00

test-quantize-perf.cpp

ggml : inttypes.h -> cinttypes (#0)

2024-11-17 08:30:29 +02:00

test-quantize-stats.cpp

docker : do not build tests (#13204)

2025-04-30 10:44:07 +02:00

test-regex-partial.cpp

common: add partial regex support (#12808)

2025-05-14 19:50:57 +01:00

test-rope.cpp

llama : add Qwen2VL support + multimodal RoPE (#10361)

2024-12-14 14:43:46 +02:00

test-sampling.cpp

sampling : optimize samplers by reusing bucket sort (#15665)

2025-08-31 20:41:02 +03:00

test-thread-safety.cpp

tests : update for LLAMA_SET_ROWS=1 (#14961)

2025-07-30 15:12:02 +03:00

test-tokenizer-0.cpp

llama : add llama_vocab, functions -> methods, naming (#11110)

2025-01-12 11:32:42 +02:00

test-tokenizer-0.py

py : logging and flake8 suppression refactoring (#7081)

2024-05-05 08:07:48 +03:00

test-tokenizer-0.sh

scripts : make the shell scripts cross-platform (#14341)

2025-06-30 10:17:18 +02:00

test-tokenizer-1-bpe.cpp

cmake : do not include ./src as public for libllama (#13062)

2025-04-24 16:00:10 +03:00

test-tokenizer-1-spm.cpp

cmake : do not include ./src as public for libllama (#13062)

2025-04-24 16:00:10 +03:00

test-tokenizer-random.py

requirements : update transformers/torch for Embedding Gemma (#15828)

2025-09-09 06:06:52 +02:00

test-tokenizers-repo.sh

scripts : make the shell scripts cross-platform (#14341)

2025-06-30 10:17:18 +02:00