Commit Graph

15 Commits

Author SHA1 Message Date
Zoltan Szabadka 36e4d8bbfe Add first version of backpropagation support.
This is still in progress / experimental, currently it is only
implemented for normal gemma MQA attention layers, and no
parallelism is added yet for backward pass.

Since we need to remember all activations from all layers, the
forward pass was also reimplemented with a new activation data
structure.
2024-06-04 08:37:49 +00:00
Jan Wassenberg a44cbdadc2 Update to Highway 1.2 for topology/VQSelect
Also fix unused-warning in compress-inl.

PiperOrigin-RevId: 639116915
2024-05-31 12:29:10 -07:00
Paul Chang c0643577c3 Minor internal refactoring.
PiperOrigin-RevId: 635852078
2024-05-21 10:29:59 -07:00
Jan Wassenberg 22fe9809ac Fix SVE build: add missing hn::
PiperOrigin-RevId: 632481097
2024-05-10 06:49:26 -07:00
Jan Wassenberg c5c9fc300c Enable even/odd for SFP. Refs #166
Disable it for float32 because there is not enough benefit.

PiperOrigin-RevId: 631788326
2024-05-08 07:09:06 -07:00
Jan Wassenberg f6d02b2870 Fix RecurrentGemma (refs #166) - one Dot was ignoring scale.
Remove extra Dot() overload
MatVecAdd always adds, use MatVecT<kAdd> if conditional.
Remove ununsed MatVecAddLoop and MatVecLoop
No longer tsan-verify even_odd

PiperOrigin-RevId: 631377279
2024-05-07 04:40:42 -07:00
Zoltan Szabadka 429eb78512 Remove unused vars. 2024-05-03 13:37:17 +00:00
Sam Kaufman f608337fef Remove Bf16ToF32EO and use PromoteEvenTo and PromoteOddTo. 2024-04-29 14:13:07 -07:00
Sam Kaufman 5cb63346aa supports_eo -> kSupportsEvenOdd 2024-04-29 12:51:35 -07:00
Sam Kaufman 0816a1070d Even-odd layout MatVecs for bf16 weights. 2024-04-28 20:09:25 -07:00
Jan Wassenberg e9a0caed87 Further improve IO, enable multiple backends without -D.
Move Path into io.h and use for opening files.
Removes dependency of gemma_lib on args.
Separate Windows codepath instead of emulating POSIX functions.

Plus lint fixes.

PiperOrigin-RevId: 626279004
2024-04-19 00:40:29 -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
Luca Versari 4c23932289 Improve weight handling.
- Allow scaling of SFP weights
- Allow using uncompressed weights
- Do not try to compress weights in the main model calls
- Reduce code duplication in weight handling with some macros

Co-authored-by: Eugene Kliuchnikov <eustas@google.com>
Co-authored-by: Thomas Fischbacher <tfish@google.com>
Co-authored-by: Zoltan Szabadka <szabadka@google.com>
2024-04-06 11:08:47 +02:00
enum-class 06dd013397 Add clang-tidy, fix narrowing issues, fix constness 2024-02-28 20:04:09 +08:00
Austin Huang e29cd566cf initial commit 2024-02-21 03:31:22 +00:00