Hello everyone,
I’m running into an issue when using Goa to perform model inference on Genode.
When I load one model, goa run works fine and the inference completes successfully. However, when I try to load two or more instances of the same model, I get the following error:
Kernel: Bad memory access (signum=7), see Linux kernel log for details
I also tried increasing the RAM quota in the runtime configuration, for example:
<resource name="RAM" quantum="2000M"/>
But this does not solve the problem.
The total size of the three models I’m loading is about 530 MB.
My runtime file is:
<runtime ram="3000M" caps="3000" binary="init">
<requires> <timer/> <rtc/> </requires>
<config>
<parent-provides>
<service name="ROM"/>
<service name="LOG"/>
<service name="CPU"/>
<service name="PD"/>
<service name="Timer"/>
<service name="RTC"/>
</parent-provides>
<default-route> <any-service> <parent/> </any-service> </default-route>
<start name="procA" caps="2000">
<binary name="procA"/>
<resource name="RAM" quantum="2000M"/>
<route>
<service name="PD"> <parent/> </service>
<service name="CPU"> <parent/> </service>
<service name="ROM"> <parent/> </service>
<service name="LOG"> <parent/> </service>
<service name="Timer"> <parent/> </service>
<service name="RTC"> <parent/> </service>
</route>
<config>
<libc stdout="/dev/log" stderr="/dev/log" rtc="/dev/rtc"/>
<vfs>
<dir name="dev"> <log/> <inline name="rtc">2019-08-20 15:01</inline> </dir>
<dir name="tmp">
<ram/>
<rom name="part1_vgg16.tflite" label="part1_vgg16.tflite" binary="yes"/>
<rom name="part2_vgg16.tflite" label="part2_vgg16.tflite" binary="yes"/>
<rom name="part3_vgg16.tflite" label="part3_vgg16.tflite" binary="yes"/>
<rom name="part1_vgg16_copy_2.tflite" label="part1_vgg16_copy_2.tflite" binary="yes"/>
<rom name="part2_vgg16_copy_2.tflite" label="part2_vgg16_copy_2.tflite" binary="yes"/>
<rom name="part3_vgg16_copy_2.tflite" label="part3_vgg16_copy_2.tflite" binary="yes"/>
<rom name="processed_img_test_1.txt" label="processed_img_test_1.txt" binary="no"/>
<rom name="processed_img_test_2.txt" label="processed_img_test_2.txt" binary="no"/>
</dir>
</vfs>
</config>
</start>
</config>
<content>
<rom label="procA"/>
<!-- <rom label="procB"/> -->
<!-- <rom label="procC"/> -->
<rom label="init"/>
<rom label="stdcxx.lib.so"/>
<rom label="vfs.lib.so"/>
<rom label="posix.lib.so"/>
<rom label="libc.lib.so"/>
<rom label="libm.lib.so"/>
<rom name="part1_vgg16.tflite" label="part1_vgg16.tflite" binary="yes"/>
<rom name="part2_vgg16.tflite" label="part2_vgg16.tflite" binary="yes"/>
<rom name="part3_vgg16.tflite" label="part3_vgg16.tflite" binary="yes"/>
<rom name="part1_vgg16_copy_2.tflite" label="part1_vgg16_copy_2.tflite" binary="yes"/>
<rom name="part2_vgg16_copy_2.tflite" label="part2_vgg16_copy_2.tflite" binary="yes"/>
<rom name="part3_vgg16_copy_2.tflite" label="part3_vgg16_copy_2.tflite" binary="yes"/>
<rom name="processed_img_test_1.txt" label="processed_img_test_1.txt" binary="no"/>
<rom name="processed_img_test_2.txt" label="processed_img_test_2.txt" binary="no"/>
</content>
</runtime>
Does anyone know what might be causing this error, or how I could further debug it? Any hints or suggestions would be greatly appreciated.
Thank you in advance!