Commit Graph

14 Commits

Author SHA1 Message Date
Ray Smith 0d68555f87 Eliminated TConfig.
Changed CompressedLayer and CompressedWeights to be constructed with an instance of a LayerConfig and WeightsConfig respectively.
Added CompressedModel to remove ByteStorageT and get rid of most of the type casting, as well as allowing the default destructor to be used and work properly.
Adjusted WeightsWrapper and ForwardLayer etc to match.
The only remaining template arg is the weight type.
This enables all the instantiations to be deleted, apart from one per type.
It also enables (but not yet done) the config to be stored in the blob file instead of having to be specified separately.
Reduces the size of the gemma_lib and weights shared libraries by a factor of 4.3 and 3.2 respectively.

PiperOrigin-RevId: 686870060
2024-10-17 05:04:22 -07:00
Ray Smith 85958f5fd3 Added MatPtr/MatPtrT/MatStorageT/MatStorage as a dynamically-sized replacement for CompressedArray.
Definition of array size is moved to the constructor.
Allocation is separate and parallelized.
All users of weights_raw.h migrated to CompressedWeights and weights_raw.h deleted.
Replaced all previous ForEachTensor functions with a single unified function.

PiperOrigin-RevId: 684451604
2024-10-10 08:22:30 -07:00
Krzysztof Ostrowski b3239bf509 Internal change.
PiperOrigin-RevId: 681530185
2024-10-02 11:33:06 -07:00
Jan Wassenberg 2ebbe4076f 1.03-1.08x decode speedup: precompute Rope theta, fuse
Split attention into functions, move into class.
Fuse Rope and MulBy, allow non-in-place version to avoid copy from q to KV.
Sink if() into MaybeLogitsSoftCap.

PiperOrigin-RevId: 661168418
2024-08-09 01:23:24 -07:00
Jan Wassenberg 85cac13fb1 Split up ops.h into ops/ops-inl and matmul-inl
PiperOrigin-RevId: 654068303
2024-07-19 11:21:48 -07:00
Kan Wu f519ab6693 Refactor configurables.
PiperOrigin-RevId: 651259154
2024-07-10 21:30:58 -07:00
Jan Wassenberg cbb67b4ee0 Move benchmark_helper to evals/, weights_raw to compression/.
PiperOrigin-RevId: 650155983
2024-07-08 01:13:23 -07:00
Jan Wassenberg 09a7e75ead Prep for sharding gemma.cc: split into kv_cache, tokenizer.
Move activations.h to backprop/ to make space for another activations.h.

PiperOrigin-RevId: 648744500
2024-07-02 09:31:06 -07:00
Jan Wassenberg e588a7f45d Add config for att/final cap, skip max-subtract. Fixes #278
Also update includes/deps for backprop/.

PiperOrigin-RevId: 648399222
2024-07-01 09:45:26 -07:00
Jan Wassenberg 7d0720675f Move raw_weights into separate header, used mainly by compress_weights.
Fix warnings in backprop/* (include)

PiperOrigin-RevId: 643983136
2024-06-17 06:17:02 -07:00
Zoltan Szabadka a3a75b77f9 Use CompressedWeights<TConfig<float>> in backpropagation.
kWeightsAreCompressed are removed and LoadRawWeights is moved
to compress_weights.cc
2024-06-10 14:34:24 +00:00
Copybara-Service f7ac7092d6 Merge pull request #212 from szabadka:adam2
PiperOrigin-RevId: 641182573
2024-06-07 02:25:18 -07:00
Jan Wassenberg 57c2cd8b52 Simplifications: remove GemmaInterface and GemmaImpl
Split common and weights into separate lib
Remove common-inl (does not have to be SIMD code), activations.cc
Centralize switch(Model) to avoid duplication
Move CompressWeightsT to compress_weights.cc
Move LoadWeights to weights.cc

PiperOrigin-RevId: 640869202
2024-06-06 05:54:21 -07:00
Zoltan Szabadka df01700b54 Move the backpropagation code to its own directory 2024-06-04 10:20:16 +00:00
Renamed from gemma/backward_test.cc (Browse further)