Functional API Reference¶

Functional interface for Genesis operations - stateless functions for neural network operations.

Core Functions¶

Activation Functions¶

• F.relu(x) - ReLU activation
• F.softmax(x, dim=-1) - Softmax
• F.gelu(x) - GELU activation

Loss Functions¶

• F.mse_loss(input, target) - Mean squared error
• F.cross_entropy(input, target) - Cross entropy loss

Convolution Operations¶

• F.conv2d(input, weight, bias) - 2D convolution
• F.linear(input, weight, bias) - Linear transformation

This page is under construction. Detailed function signatures and examples will be added.