RMNet | Efficient Regional Memory Network for Video Object | Machine Learning library
kandi X-RAY | RMNet Summary
kandi X-RAY | RMNet Summary
This repository contains the source code for the paper Efficient Regional Memory Network for Video Object Segmentation.
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Top functions reviewed by kandi - BETA
- Train the network
- Updates the sum
- Wrapper for torch variable
- Return the average value of the histogram
- Calculate the objective function
- Recognize a frame
- Warp the image
- Gets the att map for the given filter
- Create inference network
- Runs test on the GPU
- Compute the gradient of the loss function
- Calculate the mean of a list
- Calculate the Jacobian of the Voronoi algorithm
- Flatten two tensors
- Parse command line arguments
- Download checkpoints from remote server
- Calculate the value of the objective function
- Add metrics to the summary writer
- Return a Dataset
- Calculate the f mean of the pred and gt
- Evaluate the forward flow
- Get a dataset
- Calculate the jaccard mean
- Return image data from file
- Get a list of all networks
- Returns the next checkpoint from the test set
RMNet Key Features
RMNet Examples and Code Snippets
Community Discussions
Trending Discussions on RMNet
QUESTION
I'm developing a router, that uses a sim-card for the WAN connection. When the rmnet interface is up and WiFi interfaces are down, the default route is created successfully:
...ANSWER
Answered 2021-Jan-21 at 07:42I found out the problem. It is in WiFi configuration. I have WPS enabled by default on every WiFi interface. That affects in some way the rmnet interfaces (or routing tables). However, if WPS is disabled by default the default route is created successfully. I will continue investigation.
QUESTION
When I run adb shell
, ifconfig
on my android device, I get a list of network interfaces. While this answer covers most of the interface names, I am left wondering what rmnet_ipa0
might stand for.
lo usually stands for the loopback interface (localhost)
wlan usually stands for a wireless networking interface
rmnet interfaces are usually associated with cellular connections and usb tethering
sit interfaces are associated with tunneling IPv6 over IPv4
p2p interfaces are usually associated with peer-to-peer connections (perhaps your Android device's WiFi Direct support?)
dummy interfaces provide special aliases for the loopback interface
I believe that usb-thethering would usually be something like rmnet_usb0
, and my phone's mobile data connection would probably be rmnet_data0
, so what is that rmnet_ipa0?
.
The whole output of ifconfig
is
ANSWER
Answered 2019-Oct-11 at 03:09To expand on previous answer... SoC stands for "System on Chip". More than just your device's CPU, it is your device. Save the peripherals (CMOS/camera sensor, display, speakers, mic, etc.), the SoC is literally the entire system on a board (usually not on a single silicon chip, although the CPU and GPU are often), it contains the GPU, CPU, IPC (image processor), WIFI modem, Cellular modem(s), CMOS, data processor for camera, and more, depending on device, like specialized VR processing units, GPU independent varying precision arithmetic units, AI acceleration units, etc.). Think of the SoC as an all in one motherboard on a PC- CPU, GPU, most peripheral (akin to PCI(e) cards) devices are pre-integrated into the chip in order to reduce size, improve electrical efficiency and ease mass production flow.
As for IPA, an IP accelerator would be a physical interface (a special processing unit) on the SoC, so it would not put less strain on the SoC per sé, but rather use a dedicated chip on the system board to handle IP traffic. So the load would not need be burdened by the CPU. This is similar to "hardware offload" on desktop/laptop modems (WiFi, ethernet, etc.) cards. Except in the latter case, the specialized processor for handling then would be a part of the modem card, not on the system.
Note that a net effect would be the SoC doing less work, as the IPA is more efficient at IP packet processing than the CPU unit, since it is specialized for the task.
QUESTION
Stack!
This my first question on this, so don't be too hard with me.
I want to run my own .sh script file on boot my android. To get this I rebuild kernel image and before that I add to init.rc file my own service which start after boot complete trigger:
...ANSWER
Answered 2018-Jan-16 at 12:18Problem solved!
SELinux blocked iptables in boot.
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