gemma.cpp/compression/python/compression_clif_aux.h

70 lines
2.2 KiB
C++

// Copyright 2024 Google LLC
// SPDX-License-Identifier: Apache-2.0
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef THIRD_PARTY_GEMMA_CPP_COMPRESSION_PYTHON_COMPRESSION_CLIF_AUX_H_
#define THIRD_PARTY_GEMMA_CPP_COMPRESSION_PYTHON_COMPRESSION_CLIF_AUX_H_
#include <cstddef>
#include <memory>
#include <string>
#include <vector>
#include "absl/types/span.h"
#include "compression/shared.h"
#include "gemma/configs.h"
#include "gemma/tensor_index.h"
namespace gcpp {
// How to process the data.
enum class CompressorMode {
// No compression, no write to file, just for testing.
kTEST_ONLY,
// Old-style compression, no table of contents.
kNO_TOC,
// New-style compression, with table of contents.
kWITH_TOC,
};
class WriterInterface;
class SbsWriter {
public:
explicit SbsWriter(CompressorMode mode);
~SbsWriter();
void Insert(std::string name, absl::Span<const float> weights, Type type,
const TensorInfo& tensor_info, float scale);
void InsertSfp(std::string name, absl::Span<const float> weights);
void InsertNUQ(std::string name, absl::Span<const float> weights);
void InsertBfloat16(std::string name, absl::Span<const float> weights);
void InsertFloat(std::string name, absl::Span<const float> weights);
void AddScales(const std::vector<float>& scales);
void AddTokenizer(const std::string& tokenizer_path);
size_t DebugNumBlobsAdded() const;
int Write(std::string path) { return WriteWithConfig(path, nullptr); }
int WriteWithConfig(std::string path, const ModelConfig* config);
private:
// Isolates Highway-dispatched types and other internals from CLIF.
std::unique_ptr<WriterInterface> impl_;
};
} // namespace gcpp
#endif // THIRD_PARTY_GEMMA_CPP_COMPRESSION_PYTHON_COMPRESSION_CLIF_AUX_H_