Topic: pytorch
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
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
SD Times news digest: CircleCI authorized by FedRamp, KotlinConf announcements, and Google extends PyTorch support
CircleCI has been authorized by FedRAMP, the federal government’s program for assessing technology vendors. According to the company, it is the first CI/CD tool that has met the program’s standards. This authorization will provide government developers with the same competitive advantage available to the private sector, while still ensuring the security and privacy controls needed … continue reading
PyTorch community inches closer to 1.0 release
Facebook’s open-source AI framework PyTorch is one step closer to being production ready. The company announced what’s new in PyTorch 1.0, which is now available as a developer preview. PyTorch is a deep learning platform for everything from research prototyping to production deployment. It features a hybrid front-end, distributed training, deep integration with Python and … continue reading
Facebook focuses on transparency, control and trust at F8
Facebook kicked off its annual developer conference, F8, in San Jose this week with a number of new features and capabilities designed for software developers. “When we launched the Facebook platform eleven years ago, it was impossible to imagine all the innovative ways developers would use the social graph to build a more connected world,” … continue reading
Have I been Pwned? PyTorch v0.2.0, and new vulnerability data from Netsparker — SD Times news digest: August 7, 2017
Troy Hunt, a Microsoft regional director and security guru, released 320 million freely downloadable “Pwned Passwords” to shed light on how many real-world passwords have been exposed in data breaches. The service was created after NIST released guidance recommending that user-provided passwords be checked against existing data breaches. “My hope is that an easily accessible … continue reading
SD Times GitHub project of the week: PyTorch
GPU Tensors, dynamic neural networks, and deep Python integration are the major highlights of this week’s featured GitHub project: PyTorch. PyTorch is a new deep learning framework that puts Python first. This open-source Python package is in an early-release beta, but the PyTorch team says developers can expect some “adventures and rough edges.” PyTorch is … continue reading
