gemma.cpp/gemma
Jan Wassenberg 8c0a8834c1 Major compression update, arbitrary-len unpack + new Dot
Compression:
* Implement {any packed} x {bf16, f32} 'Load2' and DecompressAndZeroPad
* New compression test for all packed formats, add to GEMMA_TEST_FILES, remove from sfp/nuq_test
* Decompress->DecompressAndZeroPad, use PackedSpan for args with bounds checking
* NUQ: support arbitrary-length enc/dec
* New compression/shared, remove sfp.h and nuq.h
* Move Store2 into Traits and provide Compress2 wrapper
* Remove unused Decompress()-with-pool overload
* Simplify CompressedArrayLen, rename to CompressedArrayElements
* Remove unused DistortionStats b_l1_

Misc:
* Add compensated and Kahan dot, support any length
* Use same Dot function everywhere
* Move exact arithmetic functions into fp_arith
* use FloatPtr and MatPtr typedefs in tests; less stack usage
* Rename args to packed/raw
* Remove Traits::Name, instead TypeName<T>()
* Move kMaxSFP and kClusters/kGroupSize into Sfp/NuqStream
PiperOrigin-RevId: 672868468
2024-09-10 02:22:19 -07:00
..
evals Add MMLU eval to github 2024-05-20 10:20:53 -07:00
instantiations Rename Gemma9B and Gemma27B to Gemma2_9B and Gemma2_27B. 2024-08-09 02:09:06 -07:00
activations.h Refactor/cleanup, remove even_odd 2024-09-04 09:25:13 -07:00
common.cc Rename Gemma9B and Gemma27B to Gemma2_9B and Gemma2_27B. 2024-08-09 02:09:06 -07:00
common.h Major MatMul update, 1.9-2.3x speedup on Zen4 via bf16 mul 2024-08-16 07:52:20 -07:00
configs.h Major MatMul update, 1.9-2.3x speedup on Zen4 via bf16 mul 2024-08-16 07:52:20 -07:00
gemma-inl.h Major compression update, arbitrary-len unpack + new Dot 2024-09-10 02:22:19 -07:00
gemma.cc Add an additional QueryModel() overload to GemmaEnv. 2024-09-03 02:25:19 -07:00
gemma.h Add an additional QueryModel() overload to GemmaEnv. 2024-09-03 02:25:19 -07:00
kv_cache.cc Major revamp #2 of Prefill: fix token order, parallel for multi-query 2024-07-25 03:28:55 -07:00
kv_cache.h Major revamp #2 of Prefill: fix token order, parallel for multi-query 2024-07-25 03:28:55 -07:00
run.cc Simplify pos handling, auto-increment output arg 2024-08-15 09:25:26 -07:00
tokenizer.cc 7x compile time speedup: shard gemma.cc 2024-07-03 06:35:04 -07:00
tokenizer.h 7x compile time speedup: shard gemma.cc 2024-07-03 06:35:04 -07:00
weights.cc 1.3x prefill, 0.95x decode: matmul replacing last matvec 2024-08-12 03:36:01 -07:00
weights.h Major MatMul update, 1.9-2.3x speedup on Zen4 via bf16 mul 2024-08-16 07:52:20 -07:00