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bfloat16

ashvardanian/SimSIMD

Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, & SVE2 📐

C
1332
19 天前

Library for specialized dense and sparse matrix operations, and deep learning primitives.

C
868
1 天前

Half-precision floating point types f16 and bf16 for Rust.

Rust
248
11 天前

Julia implementation for the BFloat16 number type

Julia
51
25 天前

Round matrix elements to lower precision in MATLAB

MATLAB
36
3 年前

Floating-Point Arithmetic Library for Z80

Assembly
22
2 年前

A JAX implementation of stochastic addition.

Python
14
3 年前

A LLaMA2-7b chatbot with memory running on CPU, and optimized using smooth quantization, 4-bit quantization or Intel® Extension For PyTorch with bfloat16.

Python
13
1 年前

IEEE 754-style floating-point converter

TypeScript
13
2 年前

Bfloat16 conversion utilities for Go/Golang

Go
8
4 年前

A Pytorch implementation of stochastic addition.

Python
7
3 年前

CUDA/HIP header-only library for writing vectorized and low-precision (16 bit, 8 bit) GPU kernels

C++
7
8 天前

Basic linear algebra routines implemented using the chop rounding function

MATLAB
3
2 年前

Comparison of vector element sum using various data types.

C++
3
11 天前

Customizable floating point types, with all standard floating point operations implemented from scratch.

Rust
2
1 年前

Comparison of PageRank algorithm using various datatypes.

C++
2
11 天前

A lightweight C++ implementation of the Brain Floating Point (bfloat16) format.

C++
1
1 个月前

Hybridized On-Premise and Cloud (HOPC) Deployment Experimentation with Bfloat16

0
4 年前