Package: churon 0.1.13
churon: 'ONNX Runtime' Integration
Provides high-performance R bindings for 'ONNX Runtime' <https://onnxruntime.ai/>, enabling efficient machine learning model inference. Written in 'Rust' for memory safety and speed, the package supports cross-platform model execution with multiple execution providers. Includes comprehensive error handling and validation, with bundled MNIST example model for immediate testing and prototyping. Designed for production use with support for macOS (arm64), Linux (x64/arm64), and Windows (x64). Runtime libraries are downloaded on explicit request from <https://github.com/microsoft/onnxruntime/releases>.
Authors:
churon_0.1.13.tar.gz
churon_0.1.13.zip(r-4.7-x86_64)churon_0.1.13.zip(r-4.7-arm64)churon_0.1.13.zip(r-4.6-x86_64)churon_0.1.13.zip(r-4.6-arm64)churon_0.1.13.zip(r-4.5-x86_64)
churon_0.1.13.tgz(r-4.6-x86_64)churon_0.1.13.tgz(r-4.6-arm64)churon_0.1.13.tgz(r-4.5-x86_64)churon_0.1.13.tgz(r-4.5-arm64)
churon_0.1.13.tar.gz(r-4.7-arm64)churon_0.1.13.tar.gz(r-4.7-x86_64)churon_0.1.13.tar.gz(r-4.6-arm64)churon_0.1.13.tar.gz(r-4.6-x86_64)
churon_0.1.13.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
churon/json (API)
| # Install 'churon' in R: |
| install.packages('churon', repos = c('https://mrchypark.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mrchypark/churon/issues
deeplearninginferenceonnxruntimerustcargo
Last updated from:70b0f2268f. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 131 | ||
| linux-devel-x86_64 | OK | 144 | ||
| source / vignettes | OK | 208 | ||
| linux-release-arm64 | OK | 162 | ||
| linux-release-x86_64 | OK | 141 | ||
| macos-release-arm64 | OK | 113 | ||
| macos-release-x86_64 | OK | 253 | ||
| macos-oldrel-arm64 | OK | 99 | ||
| macos-oldrel-x86_64 | OK | 325 | ||
| windows-devel-arm64 | OK | 274 | ||
| windows-devel-x86_64 | OK | 170 | ||
| windows-release-arm64 | OK | 281 | ||
| windows-release-x86_64 | OK | 126 | ||
| windows-oldrel-x86_64 | OK | 146 | ||
| wasm-release | OK | 139 |
Exports:batch_process_datacheck_onnx_runtime_availableget_onnx_runtime_infoinstall_onnx_runtimeonnx_example_modelsonnx_example_sessiononnx_input_infoonnx_model_pathonnx_output_infoonnx_providersonnx_runonnx_runtime_is_installedonnx_sessionsafe_onnx_runsafe_onnx_session
Dependencies:digest
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| S3 Methods for TensorInfo and RSession | $.TensorInfo |
| Optimize Session Performance Batch Process Data | batch_process_data |
| Check if ONNX Runtime is Available | check_onnx_runtime_available |
| Get ONNX Runtime Information | get_onnx_runtime_info |
| Install ONNX Runtime | install_onnx_runtime |
| ONNX Example Models | onnx_example_models |
| ONNX Example Session | onnx_example_session |
| Get Input Information | onnx_input_info |
| Get Model Path | onnx_model_path |
| Get Output Information | onnx_output_info |
| Get Execution Providers | onnx_providers |
| Run ONNX Inference | onnx_run |
| Create ONNX Session | onnx_session |
| Safe ONNX Run | safe_onnx_run |
| Safe ONNX Session Creation | safe_onnx_session |