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graph_serialization.md

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Graph serialization

Graph serialization is disabled by default and controlled by environment variables.

Execution graph

Execution graph could be serialized using environment variable OV_CPU_EXEC_GRAPH_PATH:

    OV_CPU_EXEC_GRAPH_PATH=<option> binary ...

Possible serialization options:

  • cout
    Serialize to console output.
  • <path>_index.xml
    Serialize graph into .xml and .bin files. Can be opened using, for example, netron app.
  • TBD: <path>.dot
    Serialize graph into .dot file. Can be inspected using, for example, graphviz tools.

Graph transformations

Additionally, IR could be serialized at specified stages using environment variable OV_CPU_DUMP_IR:

    OV_CPU_DUMP_IR=<space_separated_options> binary ...

Examples:

    OV_CPU_DUMP_IR="transformations" binary ...
    OV_CPU_DUMP_IR="transformations=snippets dir=path/dumpDir" binary ...
    OV_CPU_DUMP_IR="transformations=all,-common DIR=path/dumpdir formats=svg,xml" binary ...

Option names are case insensitive, the following options are supported:

  • dir=<path>
    Path to dumped IR files. If omitted, it defaults to intel_cpu_dump
  • formats=<comma_separated_tokens>
    Filter with IR formats to dump. If omitted, it defaults to xml
    See IR format filter for more details.
  • transformations=<comma_separated_tokens>
    Filter with main transformation stages to serialize graph before and after specified ones.
    See transformation filter for more details.

Options are processed from left to right, so last one overwrites previous ones if duplicated.