dopt.core

This package contains the framework for constructing and executing operation graphs.

dopt.core.ops provides functions for constructing nodes in the operation graph.
dopt.core.grads provides functions for computing the derivatives of operations.
dopt.core.cpu contains a backend that executes operation graphs using the CPU.
dopt.core.cuda contains a backend that executes operation graphs using a CUDA enabled GPU.

Modules

cpu module dopt.core.cpu: This module enables operation graphs to be evaluated using CPU kernels.
cuda module dopt.core.cuda: This is the main interface for the dopt CUDA backend.
grads module dopt.core.grads: Contains the automatic differentiation framework.
ops module dopt.core.ops: This package facilitates the construction of various nodes in the operation graph.
types module dopt.core.types: Undocumented in source.

Public Imports

dopt.core.cpu public import dopt.core.cpu;: Undocumented in source.

dopt.core.cuda public import dopt.core.cuda;: Undocumented in source.

dopt.core.grads public import dopt.core.grads;: Undocumented in source.

dopt.core.ops public import dopt.core.ops;: Undocumented in source.

dopt.core.types public import dopt.core.types;: Undocumented in source.

Members

Aliases

Evaluator alias Evaluator = Buffer[] delegate(Operation[] ops, Buffer[Operation] args): Undocumented in source.

Functions

evaluate Buffer evaluate(Operation op, Buffer[Operation] args): Evaluates an operation graph with a single root node.
evaluate Buffer[] evaluate(Operation[] ops, Buffer[Operation] args): Evaluates a several nodes from the operation graph.

Static variables

defaultEvaluator Evaluator defaultEvaluator;: Undocumented in source.

Meta

Source

See Source File

Authors

Henry Gouk

dopt modules