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[microTVM] Project API based Arduino support #8493
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* use template crt_config.h for host test runtime; delete src/runtime/crt/host/crt_config.h so that it doesn't diverge from the template * bring template crt_config.h inline with the one actually in use * rename to MAX_STRLEN_DLTYPE * Create a dedicated TVM-side host crt_config.h in src/runtime/micro
* move all zephyr projects to apps/microtvm/zephyr/template_project
guberti
requested review from
areusch,
comaniac,
jroesch,
junrushao,
jwfromm,
kparzysz-quic,
liangfu,
MarisaKirisame,
masahi,
mbrookhart,
merrymercy,
slyubomirsky,
tmoreau89,
tqchen,
vinx13,
wweic,
yzhliu,
zhiics and
ZihengJiang
as code owners
July 26, 2021 21:21
areusch
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Jul 26, 2021
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thanks @guberti, this is really exciting! i left some early feedback on the PR while we wait for Project API server to merge.
apps/microtvm/arduino/template_project/test_microtvm_api_server.py
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apps/microtvm/arduino/template_project/test_microtvm_api_server.py
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apps/microtvm/arduino/template_project/test_microtvm_api_server.py
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This was referenced Jul 28, 2021
@guberti I think you need to rebase this. |
Replaced by #8708. |
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This PR adds support for generating Arduino projects to microTVM. Using an arbitrary model as input, we create a bare-bones Arduino project that can instantiate and run inference on the model. The developer is then free to build their Arduino project using this functionality.
Host-driven inference is not currently supported, but a future PR will add this functionality. Arduino support in this PR implements Project API, so this PR depends on #8380 and will merge afterwards.
@areusch @mdw-octoml