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24 Jul

This topic discusses how to perform operations on users using the Azure Active Directory (AD) Graph API.

When one of the inputs to an elementwise expression has the same type and shape as the output, and is no longer needed for computation after the elemwise expression is evaluated, then we can reuse the storage of the input to store the output.

See Typically when a graph uses random numbers, the Random State is stored in a shared variable, used once per call and, updated after each function call.

This is a win when transfer from main memory to the CPU (or from graphics memory to the GPU) is a bottleneck.

See The current strategy for choosing which expressions to evaluate on the CPU and which to evaluate on the GPU is a greedy one.

The optimizations are listed in roughly chronological order.

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