This is the Linux app named ONNX Runtime whose latest release can be downloaded as onnxruntime-training-win-x86-1.16.1.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
ONNX Runtime
DESCRIPTION:
ONNX Runtime is a cross-platform inference and training machine-learning accelerator. ONNX Runtime inference can enable faster customer experiences and lower costs, supporting models from deep learning frameworks such as PyTorch and TensorFlow/Keras as well as classical machine learning libraries such as scikit-learn, LightGBM, XGBoost, etc. ONNX Runtime is compatible with different hardware, drivers, and operating systems, and provides optimal performance by leveraging hardware accelerators where applicable alongside graph optimizations and transforms. ONNX Runtime training can accelerate the model training time on multi-node NVIDIA GPUs for transformer models with a one-line addition for existing PyTorch training scripts. Support for a variety of frameworks, operating systems and hardware platforms. Built-in optimizations that deliver up to 17X faster inferencing and up to 1.4X faster training.
Features
- Optimize and accelerate machine learning inferencing and training
- Speed up machine learning process
- Plug into your existing technology stack
- Build using proven technology
- ONNX Runtime training can accelerate the model training time on multi-node NVIDIA GPUs
- Cross-platform inference and training machine-learning accelerator
Programming Language
C++
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/onnx-runtime.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.