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The Easiest Way to Understand Expected Value

So, as many concepts in probability theory, Expected Value is no different it’s confusing at first and surprisingly intuitive at later times. In my case, it was the examples that was used by many textbooks to illustrate the idea of Expected Value, and they were all simillar and just confusing, the thing was I understood how to compute the value and solve some of the exercises, but problem…

Live Quantization

Live Quantization: ~source code Original(float32) Randomize Matrices → Quantized(int8) Absolute Maximum Quantization Zero-Point Quantization → Dequantized Error(MSE): 0.0000 What is Quantization? Quantization is basically the process of reducing the number of bits used to represent a number, usually from float32 to int8. Formulas used Absolute Maximum Quantization \begin{align*}…