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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2019/11/22 06:24:08 UTC
[GitHub] [incubator-tvm] tmoreau89 commented on issue #3859: [TOPI][AutoTVM]
NHWC conv2d templates for ARM
tmoreau89 commented on issue #3859: [TOPI][AutoTVM] NHWC conv2d templates for ARM
URL: https://github.com/apache/incubator-tvm/pull/3859#issuecomment-557407488
@jackwish great work, thank you for pushing this PR through since it was opened. I'm glad the performance is on par on a small kernel. Do you mind checking tuned performance for e2e resnet18 and/or mobilenet? One thing to keep track of is the schedule space. If the schedule space for your implementation turns out to be very large, it might make tuning quite expensive. One thing to get around this is to use xgboost tuner, and limit the number of trials to something like 1000.
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