Neural Network Layers Calculator
Calculate parameters, weights, and memory requirements for neural network architectures.
Network Architecture
Total Parameters
567,434
across 4 layer connections
Total Weights
566,528
Total Biases
906
Memory (FP32)
2.16 MB
Memory (FP16)
1.08 MB
Layer Breakdown
Layer 1: 784 → 512401,920 params
Layer 2: 512 → 256131,328 params
Layer 3: 256 → 12832,896 params
Layer 4: 128 → 101,290 params