Composable kernels

A computing apparatus comprising:

• one or more processors;
• and
• a memory storing instructions that, when executed by the one or more processors, cause the computing apparatus to perform operations comprising:
• receiving, by one or more processors, a kernel generator comprising a kernel parameterization and code of a set of operators written in a general purpose programming language;
• for each operator of the set of operators, perform operations comprising:
• translating code of the each operator into an intermediate representation of the each operator in an intermediate language;
• determining a configuration of the each operator based on the kernel parameterization and the intermediate representation of the each operator;
• and
• generating a binary object of the each operator of a set of binary objects of the set of operators based on the configuration;
• and
• composing a kernel corresponding to the kernel generator based on the set of binary objects of the set of operations and the kernel parameterization.

A machine-storage medium storing instructions that when executed by a computer, cause the computer to:

• receive, by one or more processors, a kernel generator comprising a kernel parameterization and code of a set of operators written in a general purpose programming language;
• for each operator of the set of operators, perform operations comprising:
• translate code of the each operator into an intermediate representation of the each operator in an intermediate language;
• determine a configuration of the each operator based on the kernel parameterization and the intermediate representation of the each operator;
• and
• generate a binary object of the each operator of a set of binary objects of the set of operators based on the configuration;
• and
• compose a kernel corresponding to the kernel generator based on the set of binary objects of the set of operations and the kernel parameterization.