Topic: pytorch

SD Times Open-Source Project of the Week: TorchRec

Earlier this week, at an event on AI in the Metaverse, Meta (previously Facebook) announced that it was open-sourcing TorchRec. TorchRec is a PyTorch library for recommendation systems.  According to PyTorch, the TorchRec library includes modeling primitives, optimized recommendation system kernels, a sharder for partitioning tables, a planner than can generate sharding plans, GPU inference … continue reading

SD Times news digest: CodeStream 12.0; PyTorch 1.10; Google updates Play Store fees for developers

CodeStream announced the release of CodeStream 12.0, bringing observability capabilities into the IDE. Bringing observability into the software development life cycle will enable developers to spend more time building better software and delivering quality digital experiences.  With CodeStream 12.0, operations and development teams can identify application owners quickly and work together to remedy critical errors. … continue reading

Facebook goes all in on PyTorch at F8 Refresh

Facebook announced PyTorch will become the company’s default AI framework at its developer conference F8 Refresh this week. PyTorch is an open-source machine learning framework that the company co-created with AI researchers in 2016.  By making PyTorch the default framework for all of its AI and machine learning models, the company believes its research and … continue reading

PyTorch 1.8.1 comes with PyTorch Profiler

The latest version of the machine learning library PyTorch is now available. PyTorch 1.8.1 introduces the PyTorch Profiler, which is a tool for performance analysis and troubleshooting for large-scale deep learning models.  According to PyTorch’s team, there was a lack of available tools for such a task, and the tools that did exist missed out … continue reading

SD Times news digest: Bridgecrew’s new VS Code extension, PyTorch 1.8 released, and Lightrun debugger

Bridgecrew has announced it is shifting cloud security left with a new solution that notifies developers about infrastructure as code (IaC) misconfigurations and policy violations early in the life cycle and directly inside their IDEs. “While Bridgecrew’s mission is to ensure infrastructure security at every stage of the development lifecycle — from code and build, … continue reading

PyTorch Developer Day brings a number updates to the machine learning library

The PyTorch team is making a number of updates to support MLflow usage and provide support for mobile and ARM64 architecture. The team held its first PyTorch Developer Day yesterday to provide PyTorch developers with technical talks, project deep dives, and a networking event with the core PyTorch team and developers.  Highlights from the event … continue reading

PyTorch 1.7 now available with new APIs, profiling, and benchmarking tools

The latest version of the open-source machine learning library PyTorch is now available. PyTorch 1.7 introduces new APIs, support for CUDA 11, updates to profiling and performance for RPC, TorchScript, and Stack tracers. New front end APIs include torch.fft, which is a module for implementing FFT-related functions; C++ support for nn.transformer module abstraction from the … continue reading

SD Times Open-Source Project of the Week: Opacus

This week Facebook has released Opacus, a new open-source project designed to train PyTorch models with differential privacy (DP). According to the company, differential privacy is a mathematical framework for quantifying the anonymization of sensitive data. It is meant to make PyTorch models more scalable and the adoption of machine learning easier.  “With the release … continue reading

SD Times Open-Source Project of the Week: TorchServe

Coinciding with this week’s release of PyTorch 1.5, which was a major update to the framework, AWS and Facebook have come together to release an open-source model server for the framework, TorchServe. According to AWS, developers like the flexibility PyTorch provides for building and training models, but deploying and managing them in production is the … continue reading

PyTorch 1.5 comes with stable C++ frontend API

Following the latest release of the programming language Python, an updated version of the Python package PyTorch is now available. PyTorch is designed to provide Tensor computation and deep neural networks. PyTorch 1.5 features new and updated libraries as well as new API additions and improvements.  A highlight of the release is that the C++ … continue reading

Captum in PyTorch 1.3 shows computed feature attributions

PyTorch 1.3 introduces named tensors and mobile model deployment

The open-source machine learning library developed by Facebook continues to evolve. Facebook announced at its PyTorch developer conference PyTorch 1.3 is the latest release of the library, following significant growth in the past year. “PyTorch continues to gain momentum because of its focus on meeting the needs of researchers, its streamlined workflow for production use, … continue reading

PyTorch 1.2 released with new and improved TorchScript environment

The open-source machine learning framework PyTorch is tackling production usage in its latest release. PyTorch 1.2 features an update to the TorchScript environment. TorchScript enables users to create serializable models from PyTorch code and can be saved from a Python process.  The new improvements are designed to make it easier to ship production models, expand … continue reading

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