Distributed execution of an artificial intelligence model

A computer program product comprising:

• a non-transitory computer-readable storage media having computer-readable program code embodied therewith, the computer-readable program code configured to cause one or more processors to:
• receive an input for execution of an artificial intelligence model, wherein the artificial intelligence model is split into an input block, an intermediate block, and an output block, such that the input block receives specific input and provides an intermediate output, the intermediate block receives as input the intermediate output and provides another intermediate output, and the output block receives as input the another intermediate output and provides specific output;
• execute the input block by a first computer system using the input, producing a first intermediate output;
• encode by the first computer system the first intermediate output using a first encoding protocol to produce an encoded first intermediate output;
• send the encoded first intermediate output to a second computer system to allow the second computer system to:
• decode the encoded first intermediate output using the first encoding protocol, and execute the intermediate block using as input the first intermediate output to produce a second intermediate output,
• encode the second intermediate output using a second encoding protocol to produce an encoded second intermediate output, and send the encoded second intermediate output to the first computer system;
• and
• in response to receiving the encoded second intermediate output, decode by the first computer system the encoded second intermediate output using the second encoding protocol, and execute the output block at the first computer system using as input the second intermediate output, producing a result output of a task performed by the artificial intelligence model as a whole by way of the input block, intermediate block, and output block.

A system for executing an artificial intelligence model, comprising:

• one or more computer readable storage media storing program instructions and one or more processors which, in response to executing the program instructions, are configured to:
• receive an input for execution of the artificial intelligence model, wherein the artificial intelligence model is split into an input block, an intermediate block, and an output block, such that the input block receives a specific input and provides an intermediate output, the intermediate block receives as input the intermediate output and provides another intermediate output, and the output block receives as input the another intermediate output and provides a specific output;
• execute the input block using the input received for execution of the artificial intelligence model, producing a first intermediate output;
• encode the first intermediate output using a first encoding protocol to produce an encoded first intermediate output;
• send the encoded first intermediate output to a second computer system to allow the second computer system to perform at least:
• decoding the encoded first intermediate output using the first encoding protocol;
• executing the intermediate block as input the first intermediate output, resulting in a second intermediate output;
• encoding the second intermediate output using a second encoding protocol to produce an encoded second intermediate output;
• sending the encoded second intermediate output to the computer system;
• and
• in response to receiving the encoded second intermediate output, decode the encoded second intermediate output using the second encoding protocol, and execute the output block using as input the second intermediate output, producing a result output of a task performed by the artificial intelligence model as a whole by way of the input block, intermediate block, and output block.