Uploaded image for project: 'Apache MXNet (Retired)'
  1. Apache MXNet (Retired)
  2. MXNET-290

MKLDNN support for model quantization

    XMLWordPrintableJSON

Details

    • New Feature
    • Status: To Do
    • Major
    • Resolution: Unresolved
    • None
    • None

    Description

      This PR add MKLDNN support for model quantization. Accuracy gap between fp32 and int8 is less than 1% for resnet and inception. Further optimization will be submitted based on this PR.

      Attachments

        Activity

          People

            Unassigned Unassigned
            xinyu-intel Xinyu Chen
            Votes:
            0 Vote for this issue
            Watchers:
            1 Start watching this issue

            Dates

              Created:
              Updated:

              Time Tracking

                Estimated:
                Original Estimate - Not Specified
                Not Specified
                Remaining:
                Remaining Estimate - 0h
                0h
                Logged:
                Time Spent - 26h 10m
                26h 10m