ONNX will act as the model export format in PyTorch 1.0 and will allow for the integration of accelerated runtimes or hardware-specific libraries.

Video codecs (H.265 and H.264) DRP-AI TVM tool for converting AI models based on TVM technology. Support ONNX and PyTorch formats initially.

He opined TVM has the potential to be perhaps a little bit more general. Sparks noted, however, that both ONNX and TVM are early in their lifetime, and they will learn from each other over time.

According to Facebook, PyTorch 1.0 takes the modular, production-oriented capabilities from Caffe2 and ONNX and combines them with PyTorch's existing flexible, research-focused design to provide a ...

The ASF's first full stack software and hardware co-optimization project, Apache TVM is an end-to-end open deep learning compiler stack for CPUs, GPUs, and specialized accelerators. TVM enables ...

Along with helping developers write ONNX machine learning models without being ONNX experts, Microsoft said the project also serves as the foundation for its new PyTorch ONNX exporter to support ...

Apache TVM is a key open source project in MLOps, used by the likes of Amazon, AMD, ARM, Facebook, Intel, Microsoft, and Qualcomm. OctoML is the company set up by founding members of the TVM ...

ONNX cribs a note from TensorFlow and declares everything is a graph of tensor operations. That statement alone is not sufficient, however. Dozens, perhaps hundreds, of operations must be supported, ...