Mathematical Engines

Elementwise Operations: Addition, multiplication, etc.
Dot Product: dot(a, b)
Sum/Average: sum(vec) , avg(vec)
Matrix Multiplication: matmul(a, b)
Random/Ones/Zeros: rand(rows, cols) , ones(rows, cols) , zeros(rows, cols)
Activation Functions: sigmoid(x) , relu(x)
Other: arange(n) , reshape , transpose , gather , scatter , slice

Direct low-level matrix, vector transformations, and activation execution engines.

Operation Reference

Elementwise Primitives: Fast map additions, multiplications, and divisions.
Activations: Hardware-ready configurations for sigmoid and relu transformations.
Transformations: High-speed matrix mappings like transpose, reshape, and gather.