MMAN | Micro Adversarial Network for Human | Machine Learning library

 by   RoyalVane Python Version: Current License: Non-SPDX

kandi X-RAY | MMAN Summary

kandi X-RAY | MMAN Summary

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

This is the code for "Macro-Micro Adversarial Network for Human Parsing" in ECCV2018. Paper link. By Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu* and Yi Yang. The proposed framework is capable of producing competitive parsing performance compared with the state-of-the-art methods, i.e., mIoU=46.81% and 59.91% on LIP and PASCAL-Person-Part, respectively. On a relatively small dataset PPSS, our pre-trained model demonstrates impressive generalization ability.
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            kandi-support Support

              MMAN has a low active ecosystem.
              It has 200 star(s) with 34 fork(s). There are 12 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 7 open issues and 14 have been closed. On average issues are closed in 12 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of MMAN is current.

            kandi-Quality Quality

              MMAN has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              MMAN has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              MMAN releases are not available. You will need to build from source code and install.
              MMAN has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.
              MMAN saves you 986 person hours of effort in developing the same functionality from scratch.
              It has 2243 lines of code, 180 functions and 31 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed MMAN and discovered the below as its top functions. This is intended to give you an instant insight into MMAN implemented functionality, and help decide if they suit your requirements.
            • Download data
            • Extract zip files from an RSS feed
            • Download data from a given URL
            • Display available options
            • Display current visual results
            • Add images
            • Define the netG
            • Get a norm layer
            • Test the problem
            • Swap two variables
            • Calculate learning rate
            • Save the document
            • Create directories
            • Creates a custom data loader
            • Save the weights of the network
            • Print current errors
            • Make a dataset from a directory
            • Add images to the table
            • Plot the current error
            • Optimizes the parameters
            • Create a dataset
            • Define netD layer
            • Saves visuals to webpage
            • Create an instance of the model
            • Get the transformation for the given opt
            • Parse arguments
            Get all kandi verified functions for this library.

            MMAN Key Features

            No Key Features are available at this moment for MMAN.

            MMAN Examples and Code Snippets

            No Code Snippets are available at this moment for MMAN.

            Community Discussions

            QUESTION

            MAP_HUGE_1GB and MAP_HUGE_2MB missing?
            Asked 2021-Jun-07 at 05:23

            I am on CentOS 7 with kernel version 3.10.0-1160.15.2.el7.x86_64.

            When I tried to use MAP_HUGE_1GB and MAP_HUGE_2MB flags, g++-9.3.1 complained:

            ...

            ANSWER

            Answered 2021-Jun-07 at 05:23

            Glibc doesn't define either MAP_HUGE_1GB or MAP_HUGE_2MB in any of its headers. If you have the kernel-headers package installed, you can get those constants by doing #include . This isn't really ideal, though, so I'm not sure why glibc doesn't give you a better way to get them.

            Source https://stackoverflow.com/questions/67865417

            QUESTION

            Segmentation fault when replacing `malloc`, `calloc`, `realloc` and `free` via `LD_PRELOAD`
            Asked 2021-Apr-18 at 16:49
            Background

            I am experimenting to replace malloc(3)/calloc(3)/realloc(3)/free(3) via LD_PRELOAD environment variable. I have tried to use the customized functions statically linked, they worked perfectly.

            But, when I attached it as shared library to LD_PRELOAD, it always results in segfault.

            Short technical explanation about functions
            • I use Linux x86-64 mmap(2) and munmap(2) syscall for malloc(3) and free(3).
            • The calloc(3) is just a call to malloc(3) with multiply overflow check.
            • The realloc(3) calls malloc(3), then copy old data to new allocated memory and unmap the old memory.
            Questions
            • What is wrong with my approach so that it always result in segfault?
            • How can I debug it (gdb and valgrind also segfault)?
            • What did I miss here?
            Note

            I am fully aware that always using mmap for every malloc call is a bad idea, especially for performance. I just want to know why my approach doesn't work.

            Output ...

            ANSWER

            Answered 2021-Apr-01 at 06:34

            gcc -Wall -Wextra -ggdb3 -shared mem.c -O3 -o my_mem.so

            is wrong, if you want to build a shared library. See dlopen(3) and elf(5) and ld.so(8).

            You practically need a position-independent-code file, so use

            Source https://stackoverflow.com/questions/66898984

            QUESTION

            How to add Compiler Flag in CMakeLists Clion for shm_open
            Asked 2021-Apr-13 at 09:52

            Simple Program:

            ...

            ANSWER

            Answered 2021-Apr-13 at 09:52

            To link a target with a library, use target_link_libraries. You would:

            Source https://stackoverflow.com/questions/67071926

            QUESTION

            Is ftruncate() always precise?
            Asked 2021-Mar-28 at 01:09

            I am trying to ftruncate a shared memory object to a specific length. For example, I want to set its length to 1 byte using the following snippet:

            ...

            ANSWER

            Answered 2021-Mar-28 at 01:09

            In short, you cannot get a guarantee that your shared memory object will be of precisely the size you ask ftruncate to be. That's because, as @user3386109 said, "The portion of the POSIX spec that you quoted starts with "If fildes refers to a regular file"".

            If you want to constrain yourself to an arbitrary length, you can always use an auxiliary variable to keep track of the size you assume it to be (even if the actual size might actually differ, which may not be that important after all). Your code would look like:

            Source https://stackoverflow.com/questions/66836678

            QUESTION

            Trying to catch SIGSEGV signal in C
            Asked 2021-Mar-11 at 21:09

            My aim is to change the permission on a virtual memory zone, from read-only to read-write. This should happen only after a SIGSEGV signal has happened.

            I have registered a handler for the SIGSEGV signal, and also found a way of changing the permission to read-write.

            The current issue that I am facing is that the handler doesn't get executed.

            Any ideas?

            ...

            ANSWER

            Answered 2021-Mar-11 at 21:09

            Two main bugs:

            • When calling sigaction, you have to set the SA_SIGINFO flag in act.sa_flags in order to have the second argument passed to your signal handler. As it stands that field is just uninitialized.

            • mprotect requires that its addr argument be page aligned. (This will also require you to recompute the len argument accordingly to ensure the desired region is covered.) As a quick-and-dirty example, assuming the page size is 4096, you can mask off the corresponding low bits by ANDing with the bitwise complement of 4095.

            Source https://stackoverflow.com/questions/66589999

            QUESTION

            Shared pthread_cond_broadcast stuck in futex_wait
            Asked 2021-Mar-06 at 19:57

            I have one "server" process a and potentially multiple "client" processes b. The server creates a shared memory file (shm_open) containing a pthread_mutex_t and a pthread_cond_t that it uses for broadcasting to the clients that something has happned (see the minimal example below).

            At first this works fine as expected, supporting an arbitrary number of clients, but after the first client gets killed (e.g. using CTRL+C) while waiting for the broadcast, the server sometimes gets stuck in pthread_cond_broadcast, or to be more percise inside futex_wait according to gdb.

            Why? And how should this be done correctly?

            I've tried with and without holding the mutex and with and without a mutex after finding some discussions about this. Everything has the same behaviour.

            The code to reproduce:

            ...

            ANSWER

            Answered 2021-Mar-06 at 19:57

            [...] after the first client gets killed (e.g. using CTRL+C) while waiting for the broadcast, the server sometimes gets stuck in pthread_cond_broadcast [...]

            Why?

            Because killing the process may leave the CV and / or mutex in an inconsistent state. The same general thing can happen when one thread of a multithreaded process is forcibly killed, or when a multithreaded process forks. Indeed, given that the b processes spend most of their time waiting on the CV, it is pretty likely that they leave that inconsistent when they get terminated by a signal.

            And how should this be done correctly?

            To prevent the CV becoming inconsistent under such circumstances, you should ensure -- to the extent that it is possible -- that the b processes do not terminate while waiting on the CV. To protect them against that happening as a result of receiving a signal, set up a handler for the signal that raises a flag (of type sig_atomic_t). The process would then checks that flag after returning from the wait to determine whether it needs to terminate. Conceivably, you could also broadcast to the CV to ensure that the process proceeds with the termination as soon as possible.

            Do note, however, that some signals cannot be caught or blocked, and the above approach cannot do anything about those. Some other signals can be caught, but obligate the handler to terminate the program to avoid undefined behavior, and the above approach doesn't help with those, either.

            Additionally, there are other issues with your code, including

            • you do not check the return values of your function calls, apparently assuming that they always succeed.

            • you seem to have completely the wrong idea about the semantics of pthread_mutex_consistent():

              1. It is applicable only to robust mutexes, which yours are not configured to be.
              2. It is appropriate to call that function only after pthread_mutex_lock() indicates via its return value that the mutex is inconsistent, and after taking any action necessary to make program state guarded by the mutex consistent.
              3. Contrary to your claim in the comments, pthread_mutex_consistent() does not unlock the mutex. It just marks the mutex as having been returned to consistency. The mutex must still be unlocked before other threads can acquire it.
              4. Only the first thread / process to lock the mutex after it becomes inconsistent has the opportunity to make it consistent again. Thus, if you want to use a robust mutex in the example program then the a and b processes will both need to be prepared to handle inconsistent mutexes, and that at each point where they acquire the mutex.
              5. And since one place the b processes acquire the mutex is inside pthread_cond_wait(), and it does not have a documented mechanism to report on that event, robust mutexes probably are not a viable option for you.

            Source https://stackoverflow.com/questions/66494029

            QUESTION

            can i just mmap a file and revise it without writting back?
            Asked 2021-Feb-16 at 04:31

            I want to open a file in memory, and revise some elememts.

            here is the code:

            ...

            ANSWER

            Answered 2021-Feb-16 at 04:31

            You want MAP_PRIVATE flag to mmap. It is defined as following:

            MAP_PRIVATE: Create a private copy-on-write mapping. Updates to the mapping are not visible to other processes mapping the same file, and are not carried through to the underlying file. It is unspecified whether changes made to the file after the mmap() call are visible in the mapped region.

            This means that you'll get the file, but the first time you change the file, it will create a private copy just for you. All changes will go to this copy, and will disappear once program exits.

            Source https://stackoverflow.com/questions/66218262

            QUESTION

            How to make template function work for char[32] and string type?
            Asked 2021-Feb-15 at 08:45

            i want to design a template function, which build a shared memory with size = sizeof(T) * n

            it returns template type pointer. and i pass a default value as default value.

            function def looks like:

            ...

            ANSWER

            Answered 2021-Feb-15 at 08:17

            QUESTION

            C: Warning about munmap to struct
            Asked 2021-Feb-14 at 16:45

            I have a struct:

            ...

            ANSWER

            Answered 2021-Feb-14 at 16:45

            Your code with the cast is correct and neccessary.

            Source https://stackoverflow.com/questions/66197644

            QUESTION

            Confused about mmap() return - two different pointers?
            Asked 2021-Feb-14 at 12:40

            Currently trying to understand how memory mapping works in Linux (or in general, really), and I'm following with this one example of Shared Memory in POSIX systems from Operating System Concepts. The two files are as follows:

            Producer file

            ...

            ANSWER

            Answered 2021-Feb-13 at 11:20

            Each process has its own virtual memory address space. The mappings from virtual memory to physical memory are, in general, different for each process. While the shared memory may be in physical memory at address 0x1000, the producer process may have it mapped into virtual memory at address 0x7000, and the consumer process may have it mapped into virtual memory at address 0x4000.

            Further, if the shared memory is swapped out of memory for some reason, the system could later reload it to a different physical address, say 0x13000, and update the mappings in the processes so that it appears at the same addresses as before in each of the producer and consumer processes.

            Source https://stackoverflow.com/questions/66184422

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

            Vulnerabilities

            No vulnerabilities reported

            Install MMAN

            Clone MMAN source code. Download The LIP Dataset.

            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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