How to deploy OpenVINO IR model to Intel Movidius Myriadx VPU - intel

I searched a while and could not find any documents about deploying the OpenVINO IR model directly to Intel's MyriadX VPU.
My understanding is they both come from Intel, there should be a way to do this.
What can I try in order to solve this?

To infer the IR with MYRIAD,
You may use the OpenVINO official Samples for that purpose.
Use the -d MYRIAD parameter to run it on Myriad.
Don't forget to install the Plugin.
This seems to be the same question as this Github thread.

If you read the documentation that I had shared previously, you will notice the -h parameter would display everything that could be done with that compile_tool. You will get the answer there actually.
Run the compile_tool: compile_tool.exe -m "model_location\efficientdet-d0-tf\FP16\efficientdet-d0-tf.xml" -d MYRIAD -o "location_you_want_to_store_the_blob\blob_efficientdet\blob_filename_must_have.blob"
Datasheet/Documentation is your best friend now, make sure to read and try to understand them.
Another thing to take note is, anything related with NCS2/MYRIAD/VPU must be in FP16 format.

Related

Is it able to compile Julia script using PyCall.pyimport?

I have to compile a Julia script and use opencv-python in it.
If it is feasible, how to compile?
What should I use? >PackageCompiler?
This may be possible with PackageCompiler.jl. You will likely need to set up some artifacts as detailed here: https://julialang.github.io/PackageCompiler.jl/dev/apps/#Artifacts-1
You can find out more about the Julia Artifacts system here: https://julialang.github.io/Pkg.jl/v1/artifacts/
It may also be worth opening an issue and asking on the PackageCompiler.jl repo if there has been any work or tests with combining Julia and Python via PackageCompiler so as to avoid going down a dead end.

Similar system call of unshare (Linux) on FreeBSD

I am using unshare(CLONE_FILES) on Linux to separate FD tables. Is there any similar system calls on FreeBSD?
(Edit: mentioned in comment, it seems rfork_thread won’t work in this case) I have tried rfork_thread(RFFDG|RFTHREAD, malloc(8000000), &myRoutine, arg), but it returns 0(no thread created)? As stated in the manual, rfork_thread has been deprecated in favor of pthread_create, and I didn’t find sample code that uses this system call.
Thanks in advance for providing any clues on how to achieve this on FreeBSD.

Is there any way to call Inform7 from the command line?

is there any way to play inform7 from the command line? I'd like to write some automated test script that plays the play with certain commands and don't want to do it manually. Is there any way to do that?
This is easiest to do with the CLI Linux package of Inform 7. It contains a perl CLI script you can run, but you may also like to consider this alternative script I wrote: https://github.com/i7/kerkerkruip/blob/master/tools/build-i7-project
You can invoke this with
build-i7-project -p "Project Folder"
(Leave off the .inform.)
You can also run the binaries which are installed with the IDE packages by themselves instead of installing the CLI Linux package. The command line options are probably mostly the same in other operating systems, but you may need to change them slightly. If you can't get it to work, compare with what the Inform 7 IDE says when you build with it.
If what you really want to do is periodically run some test scripts that verify that your work is still performing as expected, then Inform 7 has the capability do do that from within the IDE. Take a look at chapter 24.2 of Writing with Inform for details. In combination with good use of the Skein, this should handle the more common unit-testing requirements.
Of course, if you're doing something more outré, running bash scripts from the command line may wind up being the way to go. Still, don't do any more work than you have to. :)

Implementation of security protocol like EAP in wpa-supplicant

I am currently trying to understand various security protocol implementation like EAP in wpa_supplicant. But its very complex way by reading wpa-supplicant-devel.pdf from w1.fi.
I want to know from expert in wpa_supplicant how to start in efficient way to deep drive in it. What advance c concept should know to better understand it.
Any resource/material/website/book for this can be suggested.
Please also don't ignore this as descriptive question as you well know that its hard to start in wpa_supplicant.
Thanks in advance.
Run the wpa_supplicant on a Linux machine in verbose mode :wpa_supplicant -Dnl80211 -i wlan0 -c wpa_supplicant.conf -ddd. Use appropriate interface name (-i) and configuration file (-c). To create a simple configuration file please refer this link. With the debug messages from the above command output, browse the source. This provides a starting point to understand various terms in wpa_supplicant security.

Phabricator SVN Revision file context

I cannot get phabricator to display the changes in using the file context. I got the "Context not available" on every file.
Does anyone know why is this not work? What should i do to debug this problem?
This seems a problem related with SVN only because its working with GIT.
Thanks.
I bumped in the same problem recently and googled this question. I found out that the context is available only when diff is created via arcanist command line tool (arc diff) in Linux or Mac OS.
It won't work if you create a diff directly by pasting it in Phabricator/Differential or by using arcanist tool in Windows.
I tested this with arcanist on Ubuntu 14.04, Mac OS 10.10 (those two worked) and in Windows 7 (didn't work).
You didn't specify whether you're using the arc diff command line tool, or manually uploading a diff via the Phab. web interface.
If you're not using arc diff, I have an answer for you: It's up to you to include the context yourself. Phab. only knows what's in the diff/patch that you give it. If you can't get the full context, that's a fault with your diff/patch, not with Phab.
If you're using a standard diff utility, like GNU diff, you can use the command-line arguments to dictate how much context to include in the output. I usually use some obscenely large number, like 500 or 1000, to ensure that the entire file ends up in the output.
I just took a quick look at the svn command-line documentation, and it seems that there's no way to control how much context goes into the output. ...but maybe I'm wrong...
In any case, shortboy is correct that the easiest way to get the full file context is to use arc diff.

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