VIRTUALIZING HARDWARE COMPONENTS THAT IMPLEMENT Al APPLICATIONS

A non-transitory, computer-readable medium comprising instructions that, when executed by a processor, perform stages for virtualizing hardware components, the stages comprising:

• receiving a request, through a guest system, to implement an artificial intelligence (“AI”) application on the guest system;
• generating, based on the request, an IR of data from the AI application with a guest library and a framework associated with the guest system, the framework defining parameters of a model and a processing method for training the model;
• translating, with a host system that maintains the guest system, the IR into a hardware operation for a hardware component associated with the host system;
• causing the hardware component to perform the hardware operation;
• and
• transmitting results of the hardware operation to the guest system.

A system for virtualizing hardware components, the system comprising:

• a first hardware component associated with a first server;
• a first memory storage including a non-transitory, computer-readable medium comprising first instructions;
• and
• the first server that implements a first host system and includes a processor that executes the first instructions to carry out stages comprising:
• receiving a request, through a first guest system, to implement an artificial intelligence (“AI”) application on the first guest system executed by the first host system on a first computing device;
• generating, based on the request, an IR of data from the AI application with a guest library and a framework associated with the first guest system, the framework defining parameters of a model and a processing method for training the model;
• translating, with the first host system, the IR into a hardware operation for the first hardware component;
• causing the first hardware component to perform the hardware operation;
• and
• transmitting results of the hardware operation to the first guest system.