Neural Network Layers Calculator
Calculate parameters, weights, and memory requirements for neural network architectures.
Network Architecture
Total Parameters
5,67,434
across 4 layer connections
Total Weights
5,66,528
Total Biases
906
Memory (FP32)
2.16 MB
Memory (FP16)
1.08 MB
Layer Breakdown
Layer 1: 784 → 5124,01,920 params
Layer 2: 512 → 2561,31,328 params
Layer 3: 256 → 12832,896 params
Layer 4: 128 → 101,290 params
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