[Autoscheduler] Add sparse conv2d(1*1) support for auto_scheduler #8065
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jcf94
requested changes
May 18, 2021
jcf94
requested changes
May 18, 2021
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Also cc @tkonolige |
added 2 commits
May 18, 2021 13:47
tkonolige
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May 18, 2021
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| bool SparseConv2dRel(const Array<Type>& types, int num_inputs, const Attrs& attrs, | ||
| const TypeReporter& reporter) { | ||
| ICHECK_EQ(types.size(), 5); |
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added 2 commits
May 19, 2021 10:10
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Merged. Thanks! @yuchaoli @tkonolige |
trevor-m
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Jun 17, 2021
…ache#8065) * add sparse conv2d support for auto_scheduler * add description * fix bug * fix annotation * Lint fix Co-authored-by: laiyin.lyc <laiyin.lyc@alibaba-inc.com>
trevor-m
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Jun 17, 2021
…ache#8065) * add sparse conv2d support for auto_scheduler * add description * fix bug * fix annotation * Lint fix Co-authored-by: laiyin.lyc <laiyin.lyc@alibaba-inc.com>
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This pull request adds sparse conv2d(1*1) support for auto_scheduler. I have implemented sparse conv2d with kernel_size=1, using the BSR sparse data format.
I evaluate the performance of sparse conv2d by mobilenet_v2 in pixel2. All of 1*1 conv2d in the network are transformed into sparse conv2d with block_size=(4, 1).
@jcf94