Commit Graph

12 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
Jan Wassenberg 3e2396f98c Use Loader/AppArgs to construct gemma_test model, simplify AcceptFunc
accept_token: allow default, check if empty when using
allow mixing sample_func and stream_func, call the latter after the former
Also fix missing includes/deps.
PiperOrigin-RevId: 642240012
2024-06-11 05:53:10 -07:00
Copybara-Service 49d814b519 Merge pull request #224 from szabadka:cleanup
PiperOrigin-RevId: 641922102
2024-06-10 09:11:13 -07:00
Zoltan Szabadka 6ca4a8e345 Address review comments 2024-06-10 15:27:22 +00:00
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
Jan Wassenberg 36e6915e18 Add CPU output, error if not C++17, simplify tokenizer ctor
PiperOrigin-RevId: 641850879
2024-06-10 04:01:11 -07:00
Jan Wassenberg f9b390b134 Support all weight types in a single binary.
This changes the command line flags, but the default value retains the previous behavior.

Also add a CreateGemma helper to enable extra args without interface changes.

PiperOrigin-RevId: 641266411
2024-06-07 09:04:45 -07:00
Copybara-Service f7ac7092d6 Merge pull request #212 from szabadka:adam2
PiperOrigin-RevId: 641182573
2024-06-07 02:25:18 -07:00
Zoltan Szabadka c004799cdc Add Adam optimizer.
Drive-by: Fix compilation errors and tests for backprop functions.
2024-06-06 18:41:36 +00:00
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/optimizer.cc (Browse further)