Articles by: Nod Team

Unleashing PyTorch 2.0 TorchDynamo powered by SHARK

Pytorch 2.0 brings exciting new technologies such as Torch Dynamo focused on Machine Learning Model capture in Python. The team along with other torch-mlir community members have been adding support for Torch Dynamo in Torch-MLIR over the past few months. We are now proud to have started shipping Torch-MLIR […]

Read More

SHARK: The fastest PyTorch runtime – 3x over Torchscript, 1.6x over TF/XLA, 76% faster than ONNXRuntime

SHARK Introducing SHARK – A high performance PyTorch Runtime that is 3X faster than the PyTorch/Torchscript , 1.6X faster than Tensorflow+XLA and 76% faster than ONNXRuntime on the Nvidia A100.  All of this is available to deploy seamlessly in minutes. Whether you are using Docker, Kubernetes or plain old `pip […]

Read More