AI directly in DRAM: The Float Detox – How Pure Logic Unleashes the Future of Learning
r/artificial
•
Machine Learning
Float32 was the true enemy - not backpropagation, not the architecture. BIN16 replaces every floating-point operation with a single boolean operation: popcount16(XNOR16(a,b)). The result: 82 % MNIST at H=512 with zero floats, zero gradients, zero AdamW and zero learning rate tuning. The