anijain2305 commented on issue #5197: [TOPI x86] Adding unroll_kw config option for depthwise conv2d. URL: https://github.com/apache/incubator-tvm/pull/5197#issuecomment-608610363 I tuned mobilenet v2, I dont see any difference in e2e perf, but I see that some depthwise convs are picking up unroll_kw = True (introduced by this PR). Configs for all the depthwise convs are ~~~ [('tile_ic', [-1, 32]), ('tile_oc', [-1, 32]), ('tile_ow', [-1, 1]), ('unroll_kw', False)],None,359 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 1]), ('unroll_kw', False)],None,1217 [('tile_ic', [-1, 16]), ('tile_oc', [-1, 16]), ('tile_ow', [-1, 4]), ('unroll_kw', False)],None,2378 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 1]), ('unroll_kw', False)],None,1430 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 14]), ('unroll_kw', True)],None,859 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 14]), ('unroll_kw', True)],None,859 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 1]), ('unroll_kw', False)],None,859 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 1]), ('unroll_kw', True)],None,85 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 1]), ('unroll_kw', True)],None,85 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 1]), ('unroll_kw', True)],None,85 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 1]), ('unroll_kw', True)],None,85 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 14]), ('unroll_kw', True)],None,1433 [('tile_ic', [-1, 8]), ('tile_oc', [-1, 8]), ('tile_ow', [-1, 14]), ('unroll_kw', True)],None,1433 [('tile_ic', [-1, 4]), ('tile_oc', [-1, 4]), ('tile_ow', [-1, 1]), ('unroll_kw', False)],None,948 [('tile_ic', [-1, 4]), ('tile_oc', [-1, 4]), ('tile_ow', [-1, 1]), ('unroll_kw', False)],None,1655 [('tile_ic', [-1, 4]), ('tile_oc', [-1, 4]), ('tile_ow', [-1, 1]), ('unroll_kw', False)],None,1655 [('tile_ic', [-1, 4]), ('tile_oc', [-1, 4]), ('tile_ow', [-1, 1]), ('unroll_kw', False)],None,1655 ~~~
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