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Does this also support RPi3B with Raspbian OS (armv7l) #36

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ghimiredhikura opened this issue Feb 27, 2019 · 3 comments
Open

Does this also support RPi3B with Raspbian OS (armv7l) #36

ghimiredhikura opened this issue Feb 27, 2019 · 3 comments
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help wanted Extra attention is needed

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@ghimiredhikura
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I can see there is toolchain for aarch64 arm device, so we can build in RPiB3 with 64-bit OS.
How about raspbian os which has armv7l. How can I build in such device.
Thanks.

@Mengjintao
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Mengjintao commented Feb 28, 2019

Hello Ghimiredhikura,
The code support ARMv7, but we did not provide ARMv7 toolchain for users in the master branch.
If you are using Raspberry Pi, it is actually a 64-bit chip using Cortex-A53. I suggest you to burn a 64-bit OS on your device to gain better performance. This address (https://github.com/bamarni/pi64) provides a 64-bit OS for Raspberry Pi.

Best,
Jintao

@Mengjintao Mengjintao added the help wanted Extra attention is needed label Feb 28, 2019
@ghimiredhikura
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Hello @Mengjintao,

FeatherCNN_version: v0.1-beta
Device: RaspberryPi3B+ 64 bit, ARMV8
OS: 64 BIT GENTOO

I was trying to run alexnet, mobilenetv1, mobilenetv2, resnet50, squeezenet_v1_1 using feathercnn. The model conversion was successful, but while running via benchmark feather_benchmark it is giving Segmentation fault. Below I have uploaded sample caffemodel and converted *.feathermodel. Please have a look what is causing the problem. Yes, the preconverted model in data folder works without any problem.

My caffe-model:
squeezenet_v1_1.zip

Converted feathermodel
squeezenet_v1_1_feathermodel.zip

Error:
image

Other models error:
image

@ivanmonteiro
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Also interested in compiling using raspbian (Raspberry Pi 3 B+). Unfortunately I can't compile.

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