Neural Networks Calculators

15 free neural networks calculators in AI & ML.

Average Pool Output CalculatorCalculate the output feature map size after an average pooling operation.
CNN Output Shape CalculatorCalculate the output feature map shape of a convolutional layer given kernel and stride.
CNN Parameter Count CalculatorCalculate the number of trainable parameters in a convolutional layer.
ConvTranspose Output CalculatorCalculate the output shape produced by a transposed (deconvolution) layer.
Dense Layer Parameters CalculatorCalculate the number of weights and biases in a fully connected dense layer.
Embedding Layer Size CalculatorCalculate the parameter count and memory footprint of an embedding layer.
GRU Parameters CalculatorCalculate the number of trainable parameters in a GRU layer.
LSTM Parameters CalculatorCalculate the number of trainable parameters in an LSTM layer.
Max Pool Output CalculatorCalculate the output feature map size after a max pooling operation.
Multi-head Attention Parameters CalculatorCalculate the number of parameters in a multi-head self-attention block.
Parameter Count CalculatorCalculate the total number of parameters in a neural network architecture.
Positional Encoding CalculatorCompute sinusoidal positional encoding values for a given position and dimension.
RNN Parameters CalculatorCalculate the number of trainable parameters in a recurrent neural network layer.
Trainable Parameters CalculatorCalculate the number of trainable parameters in a model with frozen layers.
Transformer Parameters CalculatorEstimate the total parameter count of a transformer model from its architecture config.