Handwritten digit recognition in 6502 assembly on an unmodified Commodore 64
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If you have ever wanted to see what a transformer is actually doing, this one is a level you can walk around in while it reads your handwriting.
Doomformer compiles small integer models into DOOM levels: weights are lines on the floor, sums are light levels, activations are staircases. It handles MLPs, spiking networks and transformers with integer softmax and RMSNorm, and ships a museum map, a DrawPad you draw a digit on, and a level where the marine's policy network picks its moves. MNIST comes in at 97.16% against 97.58% for the float model, with every exposed value matched to a NumPy reference. Install with pip; GZDoom and Freedoom to play. No LayerNorm, and inference is slow.
Handwritten digit recognition in 6502 assembly on an unmodified Commodore 64
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