Backpropagation Calculator
Calculate backpropagation computational complexity, memory requirements, and operations for neural networks.
Inputs
Results
Forward Pass Operations
118,016
Backward Pass Operations
236,032
Operations per Batch
11,329,536
Total Memory
0.58 MB
Activation Memory0.13 MB
Gradient Memory0.45 MB
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Formula
Backward Ops ≈ 2 × Forward OpsRelated Calculators
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