Neural Networks Calculators
15 free neural networks calculators in AI & ML. The first 2 have a full write-up: the method, a worked example and questions specific to that calculator.
- Multi-head Attention Parameters CalculatorCalculate the number of parameters in a multi-head self-attention block.
- Transformer Parameters CalculatorEstimate the total parameter count of a transformer model from its architecture config.
- 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.
- 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.