Randomness

How to Efficiently Loop a Random Number of Times in JAX with JIT Compilation

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What will you learn? Discover how to optimize looping over a random number of steps using JAX’s JIT compilation feature, essential for enhancing performance in machine learning tasks. Introduction to the Problem and Solution In the realm of machine learning, there are instances where iterating over an unpredictable number of steps is necessary. In Python, … Read more

Understanding Non-Deterministic Outputs in Python

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Have you ever been puzzled by the fact that running the same Python code can sometimes produce different results? Let’s unravel this intriguing phenomenon together and uncover the reasons behind it. What Will You Learn? In this exploration, we will delve into the reasons why a Python script may generate varying outputs on different runs. … Read more