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llama.cpp
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2073 Commits

Author SHA1 Message Date
Yu, Zijun 0f7b253cb3 Fix after rebasing 2026-01-15 11:20:31 -08:00
Yu, Zijun 810eb480f5 Simpilfy translation of get_rows 2026-01-15 11:20:31 -08:00
Yu, Zijun c5231a2448 Set m_is_static=false as default in decoder 2026-01-15 11:20:31 -08:00
Yu, Zijun 6926655f5b Add custom quant type: q8_1_c, q4_0_128 2026-01-15 11:20:31 -08:00
Yu, Zijun b593428eb3 Dequantize q4_1 q4_k q6_k for NPU 2026-01-15 11:20:31 -08:00
Yu, Zijun 82c98335d3 NPU perf: eliminate zp 2026-01-15 11:20:31 -08:00
Yu, Zijun 9ca53c7991 Add NPU Q4_0 support 2026-01-15 11:20:31 -08:00
Yu, Zijun 9900245e0b Fix test-backend-ops: Treat quantized tensors as weights 2026-01-15 11:20:31 -08:00
Yu, Zijun a1ce428004 Fix Q4_1 2026-01-15 11:19:15 -08:00
Yu, Zijun dd80b04235 Fix CI; Disable test-backend-ops 2026-01-15 11:19:15 -08:00
Yu, Zijun 6ab76ed10a Fix accuracy: disable cpu_repack 2026-01-15 11:19:15 -08:00
Yu, Zijun 663a0b8cce Quant models run with accuracy issue 2026-01-15 11:19:15 -08:00
Yu, Zijun d4ca760da8 Add quant weight conversion functions from genai gguf reader 2026-01-15 11:19:15 -08:00
Yu, Zijun 3e897df51c Update supports_buft and supports_op for quantized models 2026-01-15 11:19:15 -08:00
Yu, Zijun 56d596775d Change openvino device_type to GPU; Enable flash_attn 2026-01-15 11:19:15 -08:00
Yu, Zijun 65e1b1af6d Fix after rebasing 
- Layout of cache k and cache v are unified: [seq, n_head, head_size]
- Add CPY and FLASH_ATTN_EXT, flash attn is not used yet
- Skip test-backend-ops due to flash attn test crash
- Add mutex around graph conversion to avoid test-thread-safety fali in the future
- Update NPU config
- Update GPU config to disable SDPA opt to make phi-3 run
 2026-01-15 11:19:15 -08:00
Yu, Zijun 14c8a85c32 Perf: RMS fused to OV internal RMS op 2026-01-15 11:19:15 -08:00
Yu, Zijun a7b611bc93 Minor updates for raising PR 2026-01-15 11:19:15 -08:00
Yu, Zijun f4123be967 Fix test-backend-ops 2026-01-15 11:19:15 -08:00
Yu, Zijun 839f8c66a0 Remove CPY 2026-01-15 11:19:15 -08:00
Yu, Zijun 7bda5021f9 Fix NPU 2026-01-15 11:19:15 -08:00
Yu, Zijun 63d000ba40 Support op SET_ROWS 2026-01-15 11:19:15 -08:00
Yu, Zijun 9a91ca6ef9 Optimize tensor conversion, improve TTFT 2026-01-15 11:19:15 -08:00
Yu, Zijun 37ff226bb6 Use CiD for NPU 2026-01-15 11:19:15 -08:00
Yu, Zijun fc865340d5 Fix test-backend-ops 2026-01-15 10:26:28 -08:00
Yu, Zijun 43489bbfaa Revert changes in fuse_to_sdpa 2026-01-15 10:26:28 -08:00
Cavus Mustafa 1a19566b23 add mark decomp pass 2026-01-15 10:26:28 -08:00
Cavus Mustafa 93b2d09a2d mulmat type conversion update 2026-01-15 10:26:28 -08:00
Cavus Mustafa e2fdc1b988 mulmat input conversion fix 2026-01-15 10:26:28 -08:00
Yu, Zijun 01cdf4a9cc matmul in fp32 2026-01-15 10:26:28 -08:00
Cavus Mustafa 9cf56d6837 temp. changes for mark decomp 2026-01-15 10:26:28 -08:00
Yu, Zijun 4e7f04a307 Fix llama-perplexity 2026-01-15 10:26:28 -08:00
Yu, Zijun 75eec6265f Fix llama-bench; Clang-format 2026-01-15 10:26:28 -08:00
Yu, Zijun 6dc4b90635 Fix NPU 2026-01-15 10:26:28 -08:00
Yu, Zijun 44f4cf34b1 Fix Phi3 ROPE; Add test-backend-ops 2026-01-15 10:26:28 -08:00
Yu, Zijun 1ed49bbfaf Fix llama-cli 2026-01-15 10:26:28 -08:00
Yu, Zijun d61f83c9b7 Fix CPY due to cgraph change 2026-01-15 10:23:35 -08:00
Yu, Zijun f3c0519096 Reduce memory: free ov weights node after graph conversion 2026-01-15 10:20:18 -08:00
Yu, Zijun a80da69448 Pull out sin cos from rope 2026-01-15 10:20:18 -08:00
Yu, Zijun 3533c14cf6 Fix Phi3 SwiGLU and SoftMax 2026-01-15 10:20:18 -08:00
Yu, Zijun 0fa7a5efef Refactor: remove past_token_len from extra_inputs 2026-01-15 10:20:18 -08:00
Yu, Zijun acf358d1ce Pull out indices creation for kv cache update 2026-01-15 10:20:18 -08:00
Yu, Zijun bf5414c95e Replace Concat with Broadcast in MulMat for GQA 2026-01-15 10:20:18 -08:00
Yu, Zijun ebc4fc9f95 Fuse to SDPA 2026-01-15 10:20:18 -08:00
Yu, Zijun 73ee84fffe Add SwiGLU 2026-01-15 10:20:18 -08:00
Yu, Zijun 4c582ac7a3 Statful transformation for CPU GPU 2026-01-15 10:20:18 -08:00
Yu, Zijun 8afee795ad Update clang-format 2026-01-15 10:20:18 -08:00
Yu, Zijun 593484ce5f Refactor: clean, fix warning 2026-01-15 10:20:18 -08:00
Yu, Zijun 42d4240937 Change due to ggml cgraph changes, all device work 2026-01-15 10:20:18 -08:00
Yu, Zijun e27738a987 Add AMD64 to CMakeLists 2026-01-15 10:20:18 -08:00
Yu, Zijun 592d7f8bbb Change due to ggml cgraph changes, llama-3.2 CPU work 2026-01-15 10:20:18 -08:00
Yu, Zijun f7ad77930e Change due to ggml cgraph changes, not correct yet 2026-01-15 10:20:18 -08:00
Yu, Zijun d9ca8f5dbe NPU support version 2: prefill + kvcache 2026-01-15 10:20:18 -08:00
Yu, Zijun 34531abce4 draft NPU support version 2: prefill + kvcache 2026-01-15 10:20:18 -08:00
Yu, Zijun 7fec223334 Add initial NPU support 2026-01-15 10:20:18 -08:00
Yu, Zijun 8ce5cc597a Add cgraph tensor output name to OV op name 2026-01-15 10:20:18 -08:00
Yu, Zijun d7cc802292 PERF: use Slice+Concat in writing cache_v 2026-01-15 10:20:18 -08:00
Yu, Zijun 8ac5c225aa FIX: set_max_token_len 2026-01-15 10:20:18 -08:00
Yu, Zijun a30dc6e726 PERF: add weight constant in parallel 2026-01-15 10:20:18 -08:00
Yu, Zijun c57f61494a FIX: input shape of KQ_mask 2026-01-15 10:20:18 -08:00
Yu, Zijun 041d220dfa FIX: Re-add tensor names in cgraph, Add another case for RESHAPE 2026-01-15 10:20:13 -08:00
Yu, Zijun 0d505b4e56 STYLE and minor REFACTOR 2026-01-15 10:10:00 -08:00
Yu, Zijun cdf5370cb5 PERF: favor low precision matmul 2026-01-15 10:10:00 -08:00
Yu, Zijun 0d009fe61a FEAT: Add all conversion code from ov side 2026-01-15 10:10:00 -08:00
Yu, Zijun f15a2cc057 STYLE: clang-format 2026-01-15 10:10:00 -08:00
Yu, Zijun a0b30529bf FIX: backend buffer type issue 2026-01-15 10:10:00 -08:00
Zijun Yu 4c905b2b25 fix build error 2026-01-15 10:10:00 -08:00
Viraj Wadhwa ffabe95e2a Rebase - Bring up to date and fix build process 2026-01-15 10:09:23 -08:00
Yu, Zijun a8e5efa44e PERF: compile once (dynamic graph + cache) 2026-01-15 10:05:41 -08:00
Yu, Zijun 7d5e234254 FEAT: improve debug capability 2026-01-15 10:05:41 -08:00
Yu, Zijun 0a8cc9ab03 BUILD: update build doc, add cmake preset, add CACHE_DIR env var 2026-01-15 10:05:41 -08:00
Yu, Zijun d3bdca25bd PERF: share const nodes for weights for diff infer 2026-01-15 10:05:41 -08:00
Yu, Zijun 96ba47dd43 STYLE: minor refactor 2026-01-15 10:05:41 -08:00
Yu, Zijun c04966cda6 REFACTOR: support weigts as constant 2026-01-15 10:05:41 -08:00
Yu, Zijun 0c7b026ecc FEAT: Add interleaved mode for ROPE 2026-01-15 10:05:41 -08:00
Yu, Zijun 6ed44a3dff FEAT: do PERMUTE eagerly 2026-01-15 10:05:41 -08:00
Yu, Zijun 8b408869ae Arbitrary token len (>32) work; Fix bug in mulmat 2026-01-15 10:05:41 -08:00
Yu, Zijun 8d263bd6a5 2nd+ token correct by fix CPY in OV, remove single op backend compute code 2026-01-15 10:05:41 -08:00
Yu, Zijun 91d2a195b5 change op mappings to list in openvino_supports_op 2026-01-15 10:05:41 -08:00
Yu, Zijun 651b2c06cb * Use find_package in CMake to configure OpenVINO 
* Remove OPENVINO_OP_DEBUG
* Simplify set_input_output in decoder
* Fix CPY in set_input_output
* Use params from converted ov model in setting input
 2026-01-15 10:05:41 -08:00
zhanmyz 84be5c6f15 1. Delete some comments 
2. Process Prompt and predict first token is OK
 2026-01-15 10:05:41 -08:00
zhanmyz eac9a99530 1. Solve the AC issue of Permute+VIEW and MULMAL issue in the phase of “1. Process Prompt and predict the first token”. 
2. There is still an AC issue in the "2. Predict the subsequent tokens phase" and it is being debugged.
   A deviation has been detected in the computation of OpenVINO's CPY Node at stage 2, and it is currently being fixed.
 2026-01-15 10:05:41 -08:00
zhanmyz 8ae700ae11 Process Prompt and predict first token is OK 2026-01-15 10:05:41 -08:00
zhanmyz 8020138406 add debug info 2026-01-15 10:05:41 -08:00
zhanmyz b02265a507 1. In the Prompt process and predict first token stage, the PERMUTE node needs to be integrated into the OV Frontend 
2. In the predict latest token stage, the VIEW, CONT, Reshape need to be integrated into the OV Frontend.
 2026-01-15 10:05:41 -08:00
zhanmyz 19ec9b6bf5 Try to add VIEW node to OV Frontend and have some issues that need to be dealt with 2026-01-15 10:05:41 -08:00
zhanmyz b14b49d5f6 Minor Update 2026-01-15 10:05:41 -08:00
zhanmyz 467a5ddf04 1. Update the implementation of CPY node when it's non-contiguous 
2. Remove duplicate get node operation function
 2026-01-15 10:05:41 -08:00
zhanmyz cff473a9e2 1. All operators implemented using OpenVINO can be successfully executed individually. 
2. VIEW op output tensor shape is not same with CONT(non-contiguous) input tensor shape
3. CPY(non-contiguous) can't be implemented with original input/output tensor shape and data(need change the original shape when create input/output tensor)

Currently. VIEW op executed in the ggml backend and others executed in the OpenVINO Frontend.
 2026-01-15 10:05:41 -08:00
zhanmyz e08a7fda33 All adjacent ops can conversion but calculation result is wrong and need debugging 2026-01-15 10:05:41 -08:00
zhanmyz d05c458421 change CONT and MULMAT input node shape 2026-01-15 10:05:41 -08:00
zhanmyz 246a2d1021 Change the input and ouput node shape of MUL_MAT operator 2026-01-15 10:05:41 -08:00
zhanmyz f37fa21a5c Change the input and ouput node shape of MUL_MAT operator 2026-01-15 10:05:41 -08:00
zhanmyz f98d215162 Change the input parameter shape of CONT operator 2026-01-15 10:05:41 -08:00
zhanmyz 9a7b7d8d6d OV Frontend supports GET_ROWS/RMS_NORM/MUL/MUL_MAT/ROPE/SCALE/SOFTMAX/ADD adjacent op graph conversion 2026-01-15 10:05:41 -08:00
zhanmyz 95ae982d59 OV Frontend supports GET_ROWS/RMS_NORM/MUL/MUL_MAT graph conversion of consecutive OPs 2026-01-15 10:05:41 -08:00
zhanmyz 901f7347ff Execute CONT & VIEW operators in OV Frontend is OK 2026-01-15 10:05:41 -08:00
zhanmyz 081b52667b Execute singel CONT operator is OK 2026-01-15 10:05:41 -08:00
zhanmyz afb8594194 add tmp source code files 2026-01-15 10:05:41 -08:00
zhanmyz 57582fda39 add implementation of CPY when the output tensor is non-contiguous 2026-01-15 10:05:41 -08:00