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@nfelt nfelt released this Jun 13, 2018

The 1.9 minor series tracks TensorFlow 1.9.

Highlights

  • Improved performance with log directories on GCS (Google Cloud Storage) with
    faster traversal time and reduced bandwidth consumption (PRs #1087, #1226)
  • Profile dashboard improvements, including:
    • New memory viewer tool that visualizes peak memory usage (#1223)
    • Trace viewer tool now supports streaming mode, that dynamically renders a
      much longer trace (#1128)
    • Op profile tool now shows memory utilization in op details card (#1238)
    • Profile dashboard now supports visualizing data from multiple hosts (#1117)

Features

  • Graph dashboard now allows searching nodes by regex (#1130)
  • New --samples_per_plugin flag to control how many samples are kept (#1138)
  • Better error when --logdir/--db flag is omitted (#1189) - thanks @oxinabox
  • Debugger plugin can now show single elements of string tensors (#1131)

Bug fixes

  • #1107 - Beholder plugin should no longer reserve GPU (PR #1114)
  • #1190 - Beholder plugin summary placeholder no longer interferes with normal
    summary use and/or Estimator - thanks @TanUkkii007 (PR #1148)
  • #427 and #588 - removed pip package deps on bleach and html5lib (PR #1142)
  • #1191 - fixed debugger plugin UnboundLocalError - thanks @cfroehli
  • #1200 - fixed debugger plugin binary-valued string tensor issues
  • #1201 - fixed "dictionary changed size" race condition in reloader (PR #1235)
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