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PyTorch 2 0: Our next generation release that is faster, more Pythonic and Dynamic as ever

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

Pytorch dtensorMkldnn onePytorch distributedtensor dtensorSingle program multiple devicesArm compute libraryTeam pytorchPytorch conferenceDynamic shapesAccelerated transformersBetter transformersPerformance shadersPytorch transformerTransformer decodersTransformer encoderSelf attentionAccelerated pytorch

10 databases supporting in-database machine learning

While approaches and capabilities differ, all of these databases allow you to build machine learning models right where your data resides.

Server machine learning servicesMachine learning services for pythonAmazon sagemaker autopilotSagemaker autopilotApache arrowJupyter notebooksGoogle cloud bigqueryAmazon redshiftWith pytorchGoogle cloudGoogle cloud machine learningStreaming data warehouseMachine learning servicesBig dataBig data clustersAzure machine learning

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