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authorGravatar Rasmus Munk Larsen <rmlarsen@google.com>2019-08-02 11:18:13 -0700
committerGravatar Rasmus Munk Larsen <rmlarsen@google.com>2019-08-02 11:18:13 -0700
commite2999d4c388f3bc556a556befdcb51b1139e9d92 (patch)
treedd0d03cd89ce8dbc2b74b22d741a21b9e6bc0752 /doc
parentf22b7283a3822524d03e4d93e6144bc1c9dd13a5 (diff)
Fix performance regressions due to https://bitbucket.org/eigen/eigen/pull-requests/662.
The change caused the device struct to be copied for each expression evaluation, and caused, e.g., a 10% regression in the TensorFlow multinomial op on GPU: Benchmark Time(ns) CPU(ns) Iterations ---------------------------------------------------------------------- BM_Multinomial_gpu_1_100000_4 128173 231326 2922 1.610G items/s VS Benchmark Time(ns) CPU(ns) Iterations ---------------------------------------------------------------------- BM_Multinomial_gpu_1_100000_4 146683 246914 2719 1.509G items/s
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