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WinMLRunner v1.0.0.0
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@ryanlai2 ryanlai2 released this 04 Mar 23:56
· 1170 commits to master since this release
1.0.0.0.190304.ecc2b37
ecc2b37
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x64 and x86 binaries of WinMLRunner as of ecc2b37.

New Features:

  • SaveTensorData now takes in a second parameter to allow user to specify path to output tensor data.
  • Memory Peak Working Set Usage is printed with "-perf all".
  • Float16 output tensors can now be processed with max index / value printed to console and all the tensor values can be saved to CSV.
  • Concurrency Scenarios have been added!
    • WinMLRunner supports concurrently loading a model. Currently it is only loading a model for concurrency, but expect to see more changes in the future to support multi-threaded bind and evaluate scenarios
    • "-ConcurrentLoad" will enable multi threaded options where it creates a thread pool of loading a model
    • "-NumThreads" specifies the number of threads in the thread pool for work.
    • "-ThreadInterval" specifies the number in milliseconds in between two works to be pushed into work queue.

Bug Fixes:

  • Printing out version number with "-version" flag now has better error checking
  • Removed DXCore functionality
  • Better invalid commandline args checking
  • More efficient output tensor processing
  • No longer able to save tensor output if input isn't specified.
  • Added extra checking to "-debug" flag which checks if WinMLRunner is under debugger before continuing. This flag got renamed to "-DebugEvaluate".
  • Populating tensors with arbitrary values no longer use memset. The memory is arbitrary.
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