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@AD1024 AD1024 commented Nov 4, 2021

This PR keeps track of the development Flexible Matching Evaluation (i.e. the table discussed in the meeting). The goal (hope) is we get ✅ for all ❓.

Accelerator / Models ResMLP MaxPool2D EfficientNet ResNet ModelNet LSTM Speech2Text
VTA ✅(Naive) N/A ✅ (Naive + ILP) ✅(Naive + ILP) ✅(Naive)
HLSCNN N/A N/A ✅(Naive + ILP) ✅(Naive + ILP) ✅(Naive + ILP)
FlexASR ✅(Naive + ILP) ✅(Naive + ILP) N/A ✅(Naive + ILP) ✅(Naive + ILP)

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AD1024 commented Nov 7, 2021

TODO: allocate some time on lab machine to run ILP

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AD1024 commented Nov 11, 2021

Commit 7a2c38b in Flexmatch and Commit ea8aa2 in Glenside matches Maxpool on FlexASR

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4 participants