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

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.grads public import dopt.core.grads;

dopt.core.ops public import dopt.core.ops;

dopt.core.types public import dopt.core.types;

Members

Aliases

Allocator alias Allocator = DeviceBuffer delegate(size_t numBytes): Undocumented in source.
Compiler alias Compiler = Plan delegate(Operation[] ops): Undocumented in source.
Evaluator alias Evaluator = DeviceBuffer[] delegate(Operation[] ops, DeviceBuffer[Operation] args): Undocumented in source.

Classes

Plan class Plan: Undocumented in source.

Functions

allocate DeviceBuffer allocate(size_t numBytes): Undocumented in source. Be warned that the author may not have intended to support it.
buffer DeviceBuffer buffer(void[] vals): Undocumented in source. Be warned that the author may not have intended to support it.
compile Plan compile(Operation[] outputs): Compile an Operation graph into a reusable execution plan.
defaultArgAllocator Allocator defaultArgAllocator(): Undocumented in source. Be warned that the author may not have intended to support it.
defaultArgAllocator void defaultArgAllocator(Allocator da): Undocumented in source. Be warned that the author may not have intended to support it.
defaultCompiler Compiler defaultCompiler(): Undocumented in source. Be warned that the author may not have intended to support it.
defaultCompiler void defaultCompiler(Compiler de): Undocumented in source. Be warned that the author may not have intended to support it.
defaultEvaluator Evaluator defaultEvaluator(): Undocumented in source. Be warned that the author may not have intended to support it.
defaultEvaluator void defaultEvaluator(Evaluator de): Undocumented in source. Be warned that the author may not have intended to support it.
defaultVarAllocator Allocator defaultVarAllocator(): Undocumented in source. Be warned that the author may not have intended to support it.
defaultVarAllocator void defaultVarAllocator(Allocator da): Undocumented in source. Be warned that the author may not have intended to support it.
evaluate DeviceBuffer[] evaluate(Operation[] ops, DeviceBuffer[Operation] args): Evaluates a several nodes from the operation graph.
evaluate DeviceBuffer evaluate(Operation op, DeviceBuffer[Operation] args): Evaluates an operation graph with a single root node.

dopt.core

Modules

Public Imports

Members

Aliases

Classes

Functions

Meta

Source

Authors