Sciwork demo #6

dboyliao · 2020-08-27T13:24:31Z

demo multiple inferences

Simple MNIST end-to-end uTensor cli example (device)
pred label: 8, expecting: 8
pred label: 3, expecting: 3
pred label: 5, expecting: 5
pred label: 5, expecting: 5
pred label: 1, expecting: 1
pred label: 9, expecting: 9
pred label: 3, expecting: 3
pred label: 1, expecting: 1

neil-tan

Thanks for the work!
One minor change requested in the main() for readability.

Though, this is an example that's meant to be run on all devices. The inclusion of additional image samples might not fit on the tiniest devices. My recommendation is holding back this PR until tests have been conduced for cortex M0 devices.

neil-tan · 2020-08-28T07:27:33Z

main.cpp

-  // create the input/output tensor
-  Tensor input_image = new RomTensor({1, 28, 28, 1}, flt, arr_input_image);
-  Tensor logits = new RamTensor({1, 10}, flt);
+  size_t num_samples = *(&ref_labels + 1) - ref_labels;


A macro define or a const variable is a better idea here.

dboyliao added 2 commits August 27, 2020 21:22

sciwork demo code

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update README.md

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dboyliao requested a review from neil-tan August 27, 2020 13:24

dboyliao and others added 2 commits August 27, 2020 22:05

update main.cpp

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Add model file

50e48f1

dboyliao force-pushed the sciwork-demo branch from dc99ac3 to 50e48f1 Compare August 27, 2020 15:31

dboyliao added 2 commits August 28, 2020 10:29

update lock file

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make code looks good

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neil-tan requested changes Aug 28, 2020

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Sciwork demo #6

Sciwork demo #6

dboyliao commented Aug 27, 2020 •

edited

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neil-tan Aug 28, 2020

Sciwork demo #6

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Sciwork demo #6

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dboyliao commented Aug 27, 2020 •

edited

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