578 Basic Perceptron + ReLU
578 : Basic Perceptron + ReLU
- Author: UDXS
- Description: Basic Perceptron + ReLU Layer
- GitHub repository
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How it works
It connects a small single-cycle multiply-accumulation unit to a ReLU output.
How to test
Reset and then, for every following cycle, provide pairs of signed 4-bit numbers representing the weight-input pair for a given model layer invocation. The output will change cycle-to-cycle. Sample it while providing your last inputs and then reset to attempt another invocation.
IO
| # | Input | Output | Bidirectional |
|---|---|---|---|
| 0 | Weight[0] | ReLU[0] | ReLU[8] |
| 1 | Weight[1] | ReLU[1] | ReLU[9] |
| 2 | Weight[2] | ReLU[2] | ReLU[10] |
| 3 | Weight[3] | ReLU[3] | ReLU[11] |
| 4 | Input[0] | ReLU[4] | ReLU[12] |
| 5 | Input[1] | ReLU[5] | ReLU[13] |
| 6 | Input[2] | ReLU[6] | ReLU[14] |
| 7 | Input[3] | ReLU[7] | ReLU[15] |