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From Training to Model Serving with Red Hat OpenShift Data Science - Part 3 Kubeflow PytorchJob and Triton Inference Server Introduction In Part 1 , we saw how to train a model using CodeFlare and Ray cluster with multiple pods using GPUs. In Part 2 , we saw how to use the Multi...
Performance logs can now be configured for your Jupyter Notebook containers! The example below shows the initial logs, which will be expanded and enhanced in future releases. In 12.0.0, you'll be able to monitor how much CPU and Memory each container is using every 5 minutes, or whatever...
From Training to Model Serving with Red Hat OpenShift Data Science - Part 2 MNIST handwritten digits, Fashion MNIST and CIFAR10 data sets Introduction In Part 1 , we saw the use of Codeflare/Ray to finetune a huggingface model with imdb for sentiment analysis using the @ray.remote...
From Training to Model Serving with Red Hat OpenShift Data Science - Part 1 IMDB Sentiment Analysis with Huggingface Introduction Red Hat OpenShift Data Science (RHODS) is a machine-learning-as-a-service platform built on Red Hat's Kubernetes-based OpenShift Container Platform, Ceph Object...
The sample notebooks repository on GitHub contains examples of Streams Python applications that run in Cloud Pak for Data. The samples include examples on how to: Compute a rolling average on streaming data Connect to Db2 Warehouse, Db2 Event Store, IBM Event Streams, Apache Kafka, and...
IBM Cognos Analytics 11.1.5 contains the following new and updated Base Samples : The folder structure has changed! The base samples are now organized into three new categories: Team content > Samples > By business function Team content > Samples > By feature Team...
We have created a video on how to create a report that scales appropriately across multiple device resolutions. On a large screen, the report displays 4 objects in a row before it moves to the next row. If I shrink my browser, the report layout adjusts automatically. If I shrink it all the way,...
We are excited to release a new extensible visualization capability with Cognos 11.1.4! Users will now be allowed to expand the current OotB(Out-of-the-box) visualization library with beautiful custom JavaScript-based visualizations. Developers can build, validate and compile custom...
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Jupyter Notebook integration with reporting Jupyter Notebook allows data scientists working directly in Cognos Analytics environment, accessing Cognos Analytics data with the Notebook interface they are familiar using Python language. This powerful integration was introduced in 11.1.0...
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