// Copyright 2023 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 // // http://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_SFP_H_ #define THIRD_PARTY_GEMMA_CPP_COMPRESSION_SFP_H_ // Switching Floating Point: a hybrid 8-bit float representation of bf16/f32 // inputs that combines the advantages of e4m3 and e5m2 into a single format. // It supports seeking at a granularity of 1, decoding to bf16/f32, and a // fused decode/dot product with bf16/f32 vectors. #include namespace gcpp { // Points to the *start* of an SFP stream. Values are stored in-order to enable // vector-length agnostic seeking, because streams may be written to disk for // loading on other CPUs. // // Characteristics: // - 24-bit dynamic range, with max exponent 2^0. // - 3 bit mantissa for values >= 2^-7, otherwise 2. // // This is faster to decode than a straightforward implementation of eXmY, in // part because SFP does not require subnormals. Unlike OCP MX, it also does not // require side information (shared exponents). // // Although the representation could probably be shrunk to 6-7 bits, more // savings can be had by non-uniform clustering - see nuq.h. #pragma pack(push, 1) struct SfpStream { uint8_t byte; }; #pragma pack(pop) static inline const char* TypeName(SfpStream) { return "SFP"; } } // namespace gcpp #endif // THIRD_PARTY_GEMMA_CPP_COMPRESSION_SFP_H_