9 posts
OxiONNX 0.1.7 grows oxionnx-cuda from 25 to 40 accelerated ops with real Conv support, session-lifetime weight/buffer residency, and batched MatMul up to 17x faster — plus a fix for a two-stream race that silently returned wrong GEMM results on real hardware. 3,595 tests passing. The sovereign Pure Rust ONNX layer for COOLJAPAN.
OxiONNX 0.1.6 ships GPU weight/activation residency and a direct implicit-GEMM Conv2D kernel (~692 GFLOP/s on M3) — plus the fix making wasm32 CPU inference actually run, and a CoreML compile cache ending 857 GB of orphaned recompiles. 3,212 tests passing. The sovereign Pure Rust ONNX layer for COOLJAPAN.
OxiONNX 0.1.5 adds async execution, cancellation, streaming generation, and session serialization — backed by a 12-lens, 232-finding hardening pass across parsing, spec-conformance, and GPU/CUDA/DirectML dispatch. 23 new operators, 2,946 tests passing. The sovereign Pure Rust ONNX layer for COOLJAPAN.
TenfloweRS 0.1.2 adds PyTorch-style implicit autograd for Python, real ONNX protobuf import/export, a pure-Rust Blosc codec for Zarr, and a wide honesty-hardening sweep that replaces fabricated results with real computation or honest errors across the framework.
OxiMedia 0.1.8 — patent-free, memory-safe FFmpeg + OpenCV replacement in pure Rust. A feature-rich release: a Whisper-compatible AutoCaption ONNX pipeline, mmap-backed file repair, log-mel spectrograms, filmic ACES/Reinhard tone curves, and zero-copy CMAF segment output via bytes::Bytes. 109 crates, 100,278 tests, zero C/Fortran in default builds.
Pure-Rust FFmpeg+OpenCV replacement: OxiMedia 0.1.5 adds the oximedia-ml crate — typed ML pipelines (SceneClassifier, ShotBoundaryDetector, and more) on the Pure-Rust OxiONNX runtime, with a Python oximedia.ml submodule and an opt-in, symbol-free-by-default design. Plus a codec-decoder honesty pass. 108 crates, ~2.68M SLoC, 81,383 tests.
OxiBonsai 0.1.2 adds ONNX ingestion: pull an onnx-community Ternary ONNX release (MatMulNBits, bits=2) and repack it straight to OxiBonsai's GGUF TQ2_0_g128 with a single command — driven by the pure-Rust oxionnx-proto reader, no Python and no onnxruntime. Sub-2-bit sovereign AI inference for the COOLJAPAN ecosystem.
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.
High-performance ONNX runtime written entirely in pure Rust. Zero C/C++ dependencies, 147 operators fully supported, wgpu GPU acceleration, SIMD (AVX2/NEON), WASM + no_std ready, graph optimizer, async execution, model encryption. 30k+ SLoC, 590+ tests. The sovereign ONNX inference layer for SciRS2 and the entire COOLJAPAN ecosystem (now 21M+ SLoC total).