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Runtime Overview
Overview
A typical runtime consists of the following parts:
Compiled
The Compiled class is responsible for initializing and managing a device.
::: tinygrad.device.Compiled options: members: [ "synchronize" ] show_source: false
Allocator
The Allocator class is responsible for managing memory on the device. There is also a version called the LRUAllocator, which caches allocated buffers to optimize performance.
::: tinygrad.device.Allocator options: members: true show_source: false
::: tinygrad.device.LRUAllocator options: members: true show_source: false
Program
The Program class is created for each loaded program. It is responsible for executing the program on the device. As an example, here is a CPUProgram implementation which loads program and runs it.
::: tinygrad.runtime.ops_cpu.CPUProgram options: members: true
Compiler
The Compiler class compiles the output from the Renderer and produces it in a device-specific format.
::: tinygrad.device.Compiler options: members: true