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Run Databricks Queries in Up to 76% Less Time and Reduce Costs with Amazon® R5d Instances Featuring 2nd Gen Intel® Xeon® Scalable Processors - Vimarsana News

Run Databricks Queries in Up to 76% Less Time and Reduce Costs with Amazon® R5d Instances Featuring 2nd Gen Intel® Xeon® Scalable Processors

Published: August 18, 2022

With Photon Vectorized Query Engine enabled, these instances dramatically outperformed r5a.2xlarge instances featuring AMD EPYC™ processors on decision support workloads and delivered better value.

Source: infoworld.com
Related Topics:
Databricks DbusGbps NetworkDatabrick Lakehouse PlatformGen IntelDatabricks RuntimeDatabrick PhotonGen Intel Xeon ScalableDatabrick Photon Vectorized Query EngineApache Spark
Speeding Up the Databricks Runtime for Machine Learning - Vimarsana News

Speeding Up the Databricks Runtime for Machine Learning

Published: July 29, 2022

Intel has invested in optimizing performance of Python itself, with the Intel® Distribution for Python, and has optimized key data science libraries used with scikit-learn, such as XGBoost, NumPy, and SciPy. This article gives more information on installing and using these extensions.

Source: codeproject.com
Related Topics:
Amazon Web ServicesApi Deep Neural Network LibraryIntel Optimized Machine LearningNeural Network LibraryTensorflow OptimizationsModern IntelDatabricks RuntimeMachine LearningMicrosoft AzureGoogle Cloud PlatformIntel ExtensionUpload DataAdvanced OptionsInit ScriptsIntel OptimizedDatabricks Runtime VersionIntel Optimized TensorflowFlow TrainingBidirectional Encoder RepresentationsModel ZooRun Performancecomparison BenchmarksDatabricks Cloud Single Node