Commit Graph

6 Commits

Author SHA1 Message Date
Jan Wassenberg 461a9c7d1b Matmul refactoring towards fusion
MMLoops: move dispatch code out, use overloads
split build target into matmul_env (for MatMulEnv/MMOptions)
weights: no longer call BindB
Fix potential out of bounds in gemma_batch_bench
PiperOrigin-RevId: 804895985
2025-09-09 07:13:38 -07:00
Ivo Ristovski List b56b2f05e4 Automated Code Change
PiperOrigin-RevId: 789876258
2025-08-01 13:29:50 -07:00
Jan Wassenberg 3a266c662c Split gemma-inl into separate source files
weights, mat: zero-initialize padding, required since the MatMul "avoid B decompress" optimization.

PiperOrigin-RevId: 767562313
2025-06-05 05:36:44 -07:00
Jan Wassenberg 8532da47f7 Major refactor of allocator/args:
use new ThreadingContext2 instead of monostate/init in each frontend
Add ThreadingArgs(replaces AppArgs)

backprop: use Packed() accessor and MakePacked factory and row-based access to allow for stride
compress_weights: remove, moving to py-only exporter instead

Move MatPtr to mat.h and revise interface:
- Generic MatOwner
- rename accessors to Packed*
- support stride/row accessors, fix RowPtr stride

Add TypeBits(Type)
Move GenerateMat to test_util-inl for sharing between matmul test/bench
Move internal init to gemma.cc to avoid duplication
Rename GemmaEnv model_ to gemma_ for disambiguating vs upcoming ModelStorage
Remove --compressed_weights, use --weights instead.
tensor_index: add ExtentsFromInfo and TensorIndexLLM/Img
Allocator: use normal unique_ptr for AllocBytes so users can call directly
threading: use -> because AlignedPtr no longer assumes arrays
PiperOrigin-RevId: 745918637
2025-04-10 01:29:54 -07:00
Jan Wassenberg 1b72c22345 Refactor Gemma ctor and improve pool NUMA support
Gemma receives a MatMulEnv arg, with comment on lifetime
Split threading into topology so the latter can be used in allocator
Add AllocClasses() for non-POD (ThreadPool)
Support binding pool to NUMA node
Update threading_test with latency measurements
Also update Highway version.

PiperOrigin-RevId: 736904748
2025-03-14 10:19:00 -07:00
Phil Culliton 23dac72463 Simplified interface class and example for Gemma.cpp usage.
PiperOrigin-RevId: 720591037
2025-01-28 08:48:27 -08:00