Commit Graph

18 Commits

Author SHA1 Message Date
Jan Wassenberg 56186193c1 Replace mt19937 with new generator to enable parallel sampling
Split it into immutable AesCtrEngine and RngStream
Also add RowSpan and Logits span

PiperOrigin-RevId: 803336423
2025-09-04 23:49:10 -07:00
Jan Wassenberg cd80d8b24d Speed up builds by skipping rarely used targets
Centralize previous code into GEMMA_DISABLED_TARGETS

PiperOrigin-RevId: 772433723
2025-06-17 05:44:20 -07:00
Jan Wassenberg cf4d7ceb82 1.16x decode speedup: remove last MatVec in Attention
Precompute row pointers.
Remove no longer used MHA support; QStride -> qkv_dim.
Remove RowPtr from MatMul interface, use only MatPtrT.
Require opt-in define for NUQ to speed up builds.
Also fix io.cc on Windows.

PiperOrigin-RevId: 766228108
2025-06-02 09:40:29 -07:00
Jan Wassenberg 2038dfd9cc Minor: rename compression/shared -> types.h
PiperOrigin-RevId: 758199851
2025-05-13 06:53:21 -07:00
Jan Wassenberg 45ad847a41 Replace RowVectorBatch with MatStorageT
KVCache: add ctor required for MatStorageT, remove Create; bf_pre_ffw_rms_out -> pre_ffw_rms_out
optimize_test: larger vocab_size requires more steps
shared.h: Remove unused u128 type
correctly set Activation matrix rows, avoid passing as arg
ops: pass Mat instead of pointers/sizes; vectorize LayerNorm; support any weight type
mat: add OverrideRows, used by SetBatchSize
PiperOrigin-RevId: 757790736
2025-05-12 09:16:12 -07:00
Phil Culliton 8a6edff319 Base interleaved handling for 4.5-bit NUQ, specifically Enc, DecompressAndZeroPad, and Dec2. Includes tests.
PiperOrigin-RevId: 721821577
2025-01-31 10:35:32 -08:00
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
Jan Wassenberg 07c34cb18a Further nuq_test speedups to prevent timeout
PiperOrigin-RevId: 670863385
2024-09-04 00:49:44 -07:00
Jan Wassenberg 9661b81c4b Fix NUQ for SVE - incorrect nibble packing
Also speed up test

PiperOrigin-RevId: 670625545
2024-09-03 10:59:01 -07:00
Jan Wassenberg aa11ddf5fc 1.22x NUQ compress speedup, fix out of bounds access, improve numerics
Also clarify the cost computation and move toward non-group-multiple num.

PiperOrigin-RevId: 670544245
2024-09-03 07:10:56 -07:00
Jan Wassenberg 4033ed9e78 Avoid duplication of RMSNorm, support all activation/weight types
Add test for RMSNorm
Rename VectorizedRopeAndMulBy -> RopeAndMulBy

Move test_util to util/

PiperOrigin-RevId: 668332927
2024-08-28 01:26:55 -07:00
Jan Wassenberg 5c3e5f7038 Remove no longer required stats.h - use Highway version instead
PiperOrigin-RevId: 640440379
2024-06-05 01:37:48 -07:00
Jan Wassenberg a939b5fc9f Update distortion.h to weighted average, add distortion_test.
More thorough checks in sfp_test and nuq_test.
nuq_test: use deterministic input generator.

PiperOrigin-RevId: 625602019
2024-04-17 01:44:19 -07:00
Jan Wassenberg a982ec1287 Move code to gemma/ so we can remove error-prone copybara: comments.
Also fix includes and Lint warnings.

PiperOrigin-RevId: 623127487
2024-04-09 04:45:42 -07:00
Jan Wassenberg 61e031fe98 Towards building tests without GUnit Refs #29
PiperOrigin-RevId: 618032987
2024-03-21 19:28:02 -07:00
Jan Wassenberg 24add61dd9 Fix SFP/NUQ for bf16 rounding in Highway
SFP: Avoid rounding twice, and more robust TestDot.
NUQ: also more robust SNR, minor touchups to header.

PiperOrigin-RevId: 618030096
2024-03-21 19:06:19 -07:00
Jan Wassenberg bb9b023502 Support Bazel builds. Fixes #16
Also fix nuq/sfp-inl: warning, cast, and disable SCALAR

PiperOrigin-RevId: 612704056
2024-03-04 22:07:25 -08:00
Austin Huang e29cd566cf initial commit 2024-02-21 03:31:22 +00:00