16 Commits

Author	SHA1	Message	Date
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
Phil Culliton	28ca001d5e	Matmul and test functions ... PiperOrigin-RevId: 630373984	2024-05-03 06:39:36 -07:00
Copybara-Service	6eeef2e2d9	Merge pull request #166 from samkaufman:deinterleave-vecs ... PiperOrigin-RevId: 630360778	2024-05-03 05:23:31 -07:00
Zoltan Szabadka	9a2682d544	Use more parallelism in the QKV projections of the MHA block. ... We compute all three projections with one MatVec and then copy the kv part to the cache. Benchmark results for 7b-it model that uses MHA blocks (summarization with 1600 tokens for prefill and essay writing with 500 tokens for generation): ``` Prefill speed Generation speed Num threads BEFORE AFTER BEFORE AFTER 32 13.75 t/s 14.80 t/s 9.22 t/s 9.77 t/s 64 19.89 t/s 24.83 t/s 12.46 t/s 13.66 t/s ```	2024-05-02 13:46:45 +00:00
Sam Kaufman	4a6173d929	Remove unused vars.	2024-05-02 00:41:44 -07:00
Sam Kaufman	564937ede6	Merge branch 'dev' into deinterleave-vecs	2024-04-30 16:23:04 -07:00
Sam Kaufman	2829ef17ad	Check for HWY_NATIVE_DOT_BF16.	2024-04-30 15:19:28 -07:00
Sam Kaufman	59ebecce22	Fix: specialized MatVecAdd was never called.	2024-04-30 15:17:27 -07:00
Jan Wassenberg	12fb2f05cf	Add per-thread even_odd storage for #166. ... Also inline ProjQ and ProjKV lambdas, add missing includes/deps for ops_test. PiperOrigin-RevId: 629460608	2024-04-30 10:42:23 -07:00
Sam Kaufman	6a78a23f4c	Abstracted some MatVecAdd spec. dupes.	2024-04-29 16:23:38 -07:00
Sam Kaufman	f608337fef	Remove Bf16ToF32EO and use PromoteEvenTo and PromoteOddTo.	2024-04-29 14:13:07 -07:00
Sam Kaufman	aa0b113214	(VecT*) to static_cast<VecT*>.	2024-04-29 12:53:47 -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	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

Renamed from ops.h (Browse further)