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Changelog

All notable changes to GPUX will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

Unreleased

[0.2.0] - 2025-01-XX

Changed

  • Documentation reorganization: Focus on gpux pull as primary workflow
  • Updated all examples to use modern 2025 models (text, audio, image)
  • Moved gpux.yml configuration to advanced section
  • Reorganized tutorial order: Configuration moved to end as advanced feature

Added

  • Examples for text, audio, and image models throughout documentation
  • Clear distinction between basic (gpux pull) and advanced (gpux.yml) workflows

0.1.0 - 2024-10-05

Added

  • Initial release of GPUX runtime
  • Universal GPU compatibility (NVIDIA, AMD, Apple Silicon, Intel)
  • Docker-like CLI (build, run, serve, inspect)
  • ONNX Runtime with execution providers
  • Automatic provider selection
  • Configuration via gpux.yml
  • HTTP serving with FastAPI
  • Model introspection and validation
  • Benchmarking capabilities
  • Python API for programmatic usage

Features

  • CLI Commands:
  • gpux build - Build and validate models
  • gpux run - Run inference
  • gpux serve - Start HTTP server

  • gpux inspect - Inspect models

  • Execution Providers:

  • TensorRT (NVIDIA)
  • CUDA (NVIDIA)
  • ROCm (AMD)
  • CoreML (Apple Silicon)
  • DirectML (Windows)
  • OpenVINO (Intel)

  • CPU (Universal)

  • Configuration:

  • YAML-based configuration
  • Input/output specifications
  • Runtime settings

  • Serving configuration

  • HTTP API:

  • /predict - Run inference
  • /health - Health check
  • /info - Model information
  • /metrics - Performance metrics

Performance

  • Sub-millisecond inference on modern GPUs
  • RTX 3080: 2,400 FPS (BERT with TensorRT)
  • M2 Pro: 450 FPS (BERT with CoreML)
  • RX 6800 XT: 600 FPS (BERT with ROCm)

Release Types

  • Major (X.0.0): Breaking changes
  • Minor (0.X.0): New features, backwards compatible
  • Patch (0.0.X): Bug fixes, backwards compatible

Categories

  • Added: New features
  • Changed: Changes to existing functionality
  • Deprecated: Soon-to-be removed features
  • Removed: Removed features
  • Fixed: Bug fixes
  • Security: Security improvements