adamah

ADAMAH

GPU Memory & Math Library - As simple as possible, but complete.

import adamah

adamah.init()
adamah.put("x", [0, 1, 2, 3])
adamah.sin("y", "x", 4)
print(adamah.get("y"))  # [0, 0.841, 0.909, 0.141]
adamah.shutdown()

Install

pip install adamah

Requires: libvulkan-dev (auto-compiles on first use)

Usage

import adamah

# Context manager (recommended)
with adamah.Adamah() as gpu:
    gpu.put("a", [1, 2, 3, 4])
    gpu.put("b", [4, 3, 2, 1])
    gpu.add("c", "a", "b", 4)
    print(gpu.get("c"))  # [5, 5, 5, 5]

# Or functional API
adamah.init()
adamah.put("x", data)
adamah.sin("y", "x", len(data))
result = adamah.get("y")
adamah.shutdown()

Operations

• Math: sin, cos, tan, exp, log, sqrt, tanh, relu, gelu
• Ops: add, sub, mul, div, pow
• Reduce: sum, max, min, mean, prod
• Calculus: cumsum, diff, integrate, derivative
• Linear Algebra: dot, matvec, softmax
• Generators: linspace, arange
• Sparse: scatter/gather memory maps

License

CC BY-NC 4.0