Posts tagged #simd

Apr 27, 2026 · 9 min

ToRSh 0.1.2 Released — Real AVX2/NEON SIMD and a Zero-Copy Tensor Memory Pool

ToRSh is a pure-Rust, PyTorch-compatible deep-learning framework with native tensor sharding. 0.1.2 lands real AVX2/NEON SIMD for f32 ops and activations, a true zero-copy buffer pool (100% heap-block reduction on hot loops), and SIMD + parallel enabled by default.

releasetorshdeep-learning

Apr 19, 2026 · 5 min

OxiGDAL 0.1.4 Released — Advanced Geometry Algorithms, SIMD Resampling, and a Pure Rust ML Runtime

OxiGDAL 0.1.4 lands Weiler-Atherton polygon clipping, Karney geodesic area, DE-9IM topology predicates, and marching-squares contours, plus AVX2/NEON SIMD resampling, a completed COPC point-cloud reader, R-tree STR bulk loading + kNN, and a migration from ort to oxionnx for fully Pure Rust ONNX inference. 76 crates, 12,064 passing tests.

releaseoxigdalgdal

Apr 13, 2026 · 8 min

OxiBonsai 0.1.0 Released — The World's First Pure Rust 1-Bit LLM Inference Engine

An 8B-parameter language model at roughly 1 bit per weight, running from a single static Rust binary with no llama.cpp, no BLAS, no C/C++/Fortran. OxiBonsai 0.1.0 debuts sub-2-bit Pure Rust sovereign AI inference for the COOLJAPAN ecosystem — SIMD-accelerated, Rayon-parallel, and OpenAI-compatible out of the box.

releaseoxibonsaillm

Mar 21, 2026 · 4 min

NumRS2 0.3.1 Released — Pure Rust NumPy Replacement with 222k+ SLoC

High-performance numerical computing library in pure Rust — the production-grade NumPy alternative. 222k+ SLoC, 4,704+ tests, 128+ SIMD-vectorized functions, N-dimensional arrays, advanced linalg via OxiBLAS, automatic differentiation, FFT, GPU (wgpu), Python bindings (PyO3), Arrow interop. 80–172% of OpenBLAS performance, zero C/Fortran deps. The sovereign numerical layer for SciRS2 and the entire COOLJAPAN ecosystem (now 21M+ SLoC total).

releasenumrs2numpy

Mar 17, 2026 · 3 min

SciRS2 0.3.3 Released — Pure Rust SciPy Replacement for Scientific Computing and AI

2.59 million lines of pure Rust. SciPy-compatible APIs, 10-100× faster with SIMD, no C/Fortran deps, 29 crates, 19,700+ tests, Python + WASM + no_std. The sovereign scientific computing and AI foundation for the entire COOLJAPAN ecosystem.

releasescirs2scientific-computing

Mar 16, 2026 · 3 min

OxiBLAS 0.2.1 Released — Pure Rust BLAS/LAPACK That Outperforms OpenBLAS

Production-grade BLAS and LAPACK entirely in Rust. Up to 172% of OpenBLAS performance on Apple M3, full sparse solvers, f128 precision, RuntimeAutoTuner, no_std support. The sovereign mathematical foundation for SciRS2 and the entire COOLJAPAN scientific computing stack.

releaseoxiblasblas

Mar 16, 2026 · 3 min

OxiCode 0.2.1 Released — Modern Pure Rust Binary Serialization, Successor to bincode

100% binary-compatible drop-in replacement for bincode with zero-copy decoding, SIMD-accelerated arrays (2–4× faster), built-in LZ4/Zstd compression (powered by OxiARC), CRC32 checksums, async streaming, schema evolution, and no_std support. 513k LOC of pure Rust, 19,927 passing tests. The sovereign serialization layer for SciRS2 and the entire COOLJAPAN ecosystem.

releaseoxicodebincode

Feb 7, 2026 · 7 min

SciRS2 0.1.4 Released — SIMD Phase 60-69, Pure Rust OxiFFT by Default, and Autograd Optimizers That Actually Update

Pure-Rust SciPy/NumPy replacement. This release: SIMD phase 60-69 (8 new AVX2/NEON modules), modular Bowyer-Watson Delaunay (2D/3D/ND + constrained), OxiFFT now the 100% Pure Rust FFT default, and autograd optimizer fixes. 11,400+ tests, 27 crates. No C, no Fortran.

releasescirs2scientific-computing

Jan 16, 2026 · 6 min

SciRS2 0.1.2 Released — The Last C Dependency Is Gone: Pure Rust FFT via OxiFFT

SciRS2 0.1.2 completes the Pure Rust journey — FFT migrates from FFTW to Pure Rust OxiFFT, plus zero-allocation SIMD ops and functional optimizers (SGD/Adam/RMSprop). 100% Pure Rust by default on OxiBLAS + OxiFFT. No C, no Fortran.

releasescirs2scientific-computing