Topic: machine learning
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
Google expands machine learning capabilities with TensorFlow 2.0 and updates to its Vision AI portfolio
Google is making a number of advances in the area of machine learning this week, from the release of TensorFlow 2.0 to updates to its Vision AI portfolio. TensorFlow is Google’s open-source machine learning library. Version 2.0 provides an ecosystem of tools for developers and researchers looking to push the boundaries of machine learning and … continue reading
Sonatype builds automated malware prevention for open-source libraries
New versions of open-source components are being released every day at an overwhelming and alarming pace. According to the open-source governance company Sonatype, approximately 20,000 component updates are made per day, making it near impossible for teams to manually manage dependencies. In addition, open-source projects that are impacted by attacks are difficult to detect because … continue reading
New AI platform tackles 10 steps of AutoML
A new artificial intelligence platform wants to automate the machine learning process for data scientists and developers from data to impact. AI company Aible announced Aible Advanced, an AutoML solution designed to generate predictive models for businesses. According to the company, legacy AutoML solutions don’t provide proper access for both developers and data scientists, and … continue reading
SD Times news digest: Amazon Forecast now available, GitHub supports WebAuthn for security keys, and Qt for MCUs
AWS announced the general availability of Amazon Forecast, which enables developers to build applications with the same machine learning technology used by Amazon.com for forecasting business conditions. According to the company, Amazon Forecast automatically discovers how variables such as product features, seasonality and store locations affect each other and can make predictions that are up … 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
AI ethics: Early but formative days
AI use is growing rapidly. As with most “new” technologies, organizations are focusing on all the potential opportunities without giving equal weight to the potential risks. While it seems that just about everyone is talking about AI, less discussed, but growing in volume and frequency, is AI ethics which questions whether categories of AI systems … continue reading
Report: Businesses are struggling to obtain the benefits of AI
Despite the promises of artificial intelligence, companies are still trying to figure out how to stabilize and scale their AI initiatives. A newly released report revealed while 63.2 percent of businesses are investing between $500,000 and $10 million on AI efforts, 60.6 percent of respondents continue to experience a variety of operational challenges. According to … continue reading
SD Times news digest: Intel’s Reinforcement Learning Coach 1.0, Amazon’s educational tools for ML, and Apple acquires Intel’s smartphone modem business
The latest release of Intel’s Reinforcement Learning Coach incorporates newer and stronger RL algorithms, and maintains and extends the APIs to improve usability. “Batch reinforcement learning allows RL to learn from a dataset, while also exercising the dataset for off-policy evaluation of the goodness of the learned policy,” Intel wrote in a post. The new … continue reading
New machine learning inference benchmarks assess performance of AI-powered apps
Machine learning (ML) implementations in developer tools have been on the rise, prompting a consortium of some of the largest companies including Google, Facebook, Microsoft as well as a handful of universities to launch ML inference benchmarks. The MLPerf Inference v0.5 will be used to measure system performance and power efficiency of AI apps. The … continue reading
premium Man and machine learning: Data projects and the opportunities for developers
As businesses increasingly move their operations to the cloud, they’re recognizing the potential to harness the almost limitless compute power available and tap into artificial intelligence and machine learning technologies to deliver insights and value to the business that were previously beyond their reach. Businesses have never been in a better position to create value … continue reading
SD Times new digest: Databricks’ MLflow 1.0, Nim programming language 0.20, and Visual Studio Code 1.35
Databricks has announced its open-source machine learning platform MLflow has reached 1.0. MLflow was announced last year as a way to help data scientists track and share experiments and models. Since then, the project has grown to more than 100 contributors with its PyPl package download rate reaching about 600K a month, the company explained. … continue reading
