[VTA][Relay] Extending Vision model coverage compilation for VTA (#3740)
authorThierry Moreau <moreau@uw.edu>
Thu, 5 Sep 2019 18:17:09 +0000 (11:17 -0700)
committerJared Roesch <roeschinc@gmail.com>
Thu, 5 Sep 2019 18:17:09 +0000 (11:17 -0700)
commit028f47ce654d7419e0cebb274541696e960fb90c
tree6a24601156caa5c23924efb1b723b53c6904866d
parentdee11b4198574455bc5ec2b7dd959cb182cd9e86
[VTA][Relay] Extending Vision model coverage compilation for VTA (#3740)

* adding support for graphpack over multiply op

* increasing resnet model coverage

* fix indentation

* lint

* moving recursion limit fix into graphpack pass

* moving recursionlimit to relay init

* pooling on NCHWnc format

* adding more models

* deploy_resnet_on_vta.py

* trailing line

* generalizing to vision models

* merge conflicts

* fix, apply quantization to VTA only

* improving comments

* trimming models that have runtime issues for the moment

* lint

* lint

* lint
python/tvm/relay/__init__.py
src/relay/op/nn/pooling.cc
vta/python/vta/top/graphpack.py
vta/tutorials/frontend/deploy_vision_on_vta.py [moved from vta/tutorials/frontend/deploy_resnet_on_vta.py with 87% similarity]