LMA | Light Multi-segment Activation | Machine Learning library

 by   motefly Python Version: Current License: MIT

kandi X-RAY | LMA Summary

kandi X-RAY | LMA Summary

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

Implementation for the paper "Light Multi-segment Activation for model compression", which has been accepted by AAAI'2020.
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            kandi-support Support

              LMA has a low active ecosystem.
              It has 4 star(s) with 1 fork(s). There are no watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              LMA has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of LMA is current.

            kandi-Quality Quality

              LMA has no bugs reported.

            kandi-Security Security

              LMA has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              LMA is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              LMA releases are not available. You will need to build from source code and install.
              LMA 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed LMA and discovered the below as its top functions. This is intended to give you an instant insight into LMA implemented functionality, and help decide if they suit your requirements.
            • Train a model
            • Compute the loss
            • Step the optimizer
            • Train the model
            • Backward propagation
            • Scale down the tensor
            • Perform uniform quantization
            • Scale tensor down
            • Check if SRU requires SRU requirements
            • Generates translation examples for the given model
            • Tokenize a file
            • Perform a forward computation
            • Evaluate a model
            • Removes training runs from memory
            • Check the right bits of the tensor
            • Convert cartesian coordinates to hyphenical coordinates
            • Run the forward pass
            • Forward and backward computation
            • Forward computation
            • Make a base model
            • Run the forward pass through the RNN
            • Forward attention
            • Calculate the bit length for a given model parameters
            • Forward the convolution function
            • Create a Distributed Dataset
            • Forward forward computation
            Get all kandi verified functions for this library.

            LMA Key Features

            No Key Features are available at this moment for LMA.

            LMA Examples and Code Snippets

            No Code Snippets are available at this moment for LMA.

            Community Discussions

            QUESTION

            How to Split Data and concat based on List Values in python?
            Asked 2021-Jun-03 at 11:26

            I need to Split Data and Map Values based on the list.

            ...

            ANSWER

            Answered 2021-Jun-03 at 09:29

            You can use .str.split() to split on non-word character with regex \W, then get the common elements with List_to_map by np.intersect1d(). Finally, join the matching strings with + using .str.join(), as follows:

            Source https://stackoverflow.com/questions/67818548

            QUESTION

            rust msp430 linker error - .text is not within region ROM
            Asked 2021-Mar-26 at 09:21

            I am working on an embedded rust project using msp430 controllers (MSP430G2553 - LaunchPad).

            I have boilerplate code up and running from the msp430 quickstart repo

            However, for my project, I need to run hmac, so I found a no_std compatible crate. I have tried roughly 10 other crates as well without luck.

            I believe I need to specify some flags for the linker, but I do not know which I am missing. I currently have rust the following rustflag set in .cargo/config:

            ...

            ANSWER

            Answered 2021-Mar-17 at 13:05

            It seems that you are linking to the wrong memory spec file. I would recommend to ensure that this file exists link-arg=-Tlink.x, otherwise switch it to the correct file.

            Rust embedded named their memory file memory.x, and I assume have followed the steps. So changing the flag to link-arg=-Tmemory.xshould fix it.

            Source https://stackoverflow.com/questions/66669150

            QUESTION

            GeoSparql functions not working as expected in RDF4J's repository
            Asked 2021-Mar-22 at 05:02

            Colleagues and I are working with RDF dataset and RDF4J's in-Memory repository and we are trying to execute GeoSparql queries while using geometry data in WKT format, as shown below:

            ...

            ANSWER

            Answered 2021-Mar-22 at 05:02

            I think the problem is the syntax of your polygon wkt literal. You've got:

            Source https://stackoverflow.com/questions/66735844

            QUESTION

            GDB symbols work for "break" and "print", but "list" fails with "No debugging symbols found"
            Asked 2021-Mar-10 at 18:48

            There are tons of questions and answers about GDB and the "No debugging symbols found" warning, but all of those assume that the debugging symbols are not part of the .elf file.

            I'm dealing with the following:

            • I have a .elf file with debugging symbols. I can verify this by doing objdump, and seeing a disassembly with the subroutine labels being present.
            • When I load the .elf file, it loads file correctly.
            • When I then do list to list the C code, I get No symbol table is loaded. Use the "file" command.
            • However, I can still do things like break main or p/x global_cntr!
            • When I do file progmem.elf, there's no difference in behavior: I get (No debugging symbols found in progmem.elf), but breakpoints etc still work.
            • GCC and GDB are using the same version of the GCC toolchain
            • I tried using -gdwarf-3 instead of -ggdb. No difference.

            I'm lost...

            I'm using a RISC-V toolchain, if that matters.

            Here's an excerpt of my Makefile:

            ...

            ANSWER

            Answered 2021-Mar-10 at 06:18

            I have a .elf file with debugging symbols. I can verify this by doing objdump, and seeing a disassembly with the subroutine labels being present.

            Debugging symbols are not the same as symbols. For disassembly, you only need the latter. For source listing you need the former.

            I can still do things like break main or p/x global_cntr!

            These also require only the symbol table.

            You can confirm that you don't have debug symbols using objdump -g progmem.elf or readelf -wi progmem.elf.

            Your command lines look like debug symbols should be included, but there is no telling what you do with .debug_* sections in your sections.lds linker script. Probably you discard them, which would explain why they aren't there.

            Update:

            Do you by any chance has an example sections.lds file that has them included?

            ld --verbose should print the default linker script. Here is one example.

            Source https://stackoverflow.com/questions/66555466

            QUESTION

            STM32F7 VMA and LMA with AXIM/ITCM flash
            Asked 2021-Jan-25 at 21:21

            I'm writing some basic bare-metal C code for my stm32f767zi board (using Keil uVision IDE if that matters too) and I would like my vector table (and at some point all the .text stuff too) to have a LMA in flash via the AXIM bus and a VMA in flash via the ITCM bus. Something like the following in the linker script is what I want:

            ...

            ANSWER

            Answered 2021-Jan-25 at 21:21

            Solved, it was an issue of the LMA of the .text section (following the .vector_table section) not being aligned as the VMA was requested to be aligned. See https://github.com/DISTORTEC/distortos/commit/12765ae58aefad3d51d579a3b90c0abbb7eb75a0 for a more detailed explanation.

            Source https://stackoverflow.com/questions/65838906

            QUESTION

            Identifying change in variable by time in R
            Asked 2021-Jan-14 at 15:23

            I am looking at how extubation rates in an intensive care unit have changed over the course of the pandemic.

            I have a data set which has hourly timestamps next to a category of airway types which simplified looks like this:

            Time AirwayStatus 2020/01/01 00:00 ETT/LMA 2020/01/01 01:00 ETT/LMA 2020/01/01 02:00 Own Airway 2020/01/01 03:00 Own Airway 2020/01/01 04:00 ETT/LMA

            What I am effectively looking to do is find the times when the patient is extubated (ETT/LMA turns to Own Airway) and also when intubated (own airway to ETT/LMA). Eventually I want to be able to see how often an extubated patient has to be re-intubated.

            Within 48 hours this is known as a failed extubation and we are expecting to see vastly different data during the pandemic compared to before.

            The ideas I have so far are creating a seperate column with the airwayStatus of the prior hour and then if these are not the same then counting this. This seems unsophisticated though and I was hoping some of you clever people may have a nicer option.

            Thank you in advance

            ...

            ANSWER

            Answered 2021-Jan-14 at 13:48

            Your idea is the right way to go. You can skip storing intermediary results but they have to be estimated anyway. Lets assume your data is called df, then we could do something similar to

            Source https://stackoverflow.com/questions/65719071

            QUESTION

            Is there any way to add the tag of a person I have fake banned?
            Asked 2021-Jan-13 at 18:13

            So I'm in the process of making a command that fake bans people, but looks like it bans them for real, just to freak people out and to troll them. It's quite convincing right now, but I want to add the tag of the user I have fake-banned in the command. Here is what I have so far:

            ...

            ANSWER

            Answered 2021-Jan-13 at 18:13

            You can use discord.Member.discriminator to get the tag of the member. So you can put the name and the discriminator together.

            Source https://stackoverflow.com/questions/65706371

            QUESTION

            ARM + gcc: global destructors not called after main() returns, but constructors are
            Asked 2020-Nov-21 at 23:20

            I am trying to write a simple "Hello, World!" firmware for Cortex-M0 CPU. The goal is to correctly initialize and shutdown C++ runtime so that global constructors are called before main() and global destructors are called after main(). So far I managed to get exactly half of it working - global ctors run correctly, but global destructors don't. I use gcc on Windows with the Newlib, which is supposed to initialize the runtime.

            ...

            ANSWER

            Answered 2020-Nov-21 at 23:20

            Ok, so for those who are interested, there are two ways for gcc to generate calls to global destructors. One way is via __cxa_atexit. The compiler will inject a piece of code into the global constructor, which uses __cxa_atexit to register the destructor of that object. This way, when exit is called, the runtime "knows" which destructors to invoke. This complexity is needed to deal with loading/unloading of shared libraries.

            However, it is also possible to pass a -fno-cxa-atexit flag, and the compiler will put the calls to global destructors into .fini_array. The Newlib then uses this section to invoke the destructors. More can be found here: https://forum.osdev.org/viewtopic.php?f=13&t=36728

            Source https://stackoverflow.com/questions/64943064

            QUESTION

            Batch scripting - parsing file line by line and finding string
            Asked 2020-Nov-12 at 15:08

            I'm trying to parse a .txt file using batch script, line by line, untill I find "arg =" string and then get the following number. To put it into context, I'm trying to parse this gdb.txt file

            ...

            ANSWER

            Answered 2020-Nov-12 at 13:32
            @ECHO OFF
            SETLOCAL
            SET "sourcedir=U:\sourcedir"
            SET "filename1=%sourcedir%\q64803488.txt"
            SET "arg="
            FOR /f "usebackq tokens=1-3" %%a IN ("%filename1%") DO (
             IF /i "%%a"=="arg" IF "%%b"=="=" SET "arg=%%c"
            )
            
            ECHO arg found was "%arg%"
            
            GOTO :EOF
            

            Source https://stackoverflow.com/questions/64803488

            QUESTION

            Baremetal Nucleo-F446RE Turn LED on
            Asked 2020-Sep-25 at 07:32

            I am trying to turn on the Internal LED on my Nucleo-F446RE, but it the LED is always off.

            The plan is to set clock for GPIOA on, then set GPIOA_5 to output and then set it to high. Here are the files (C file, Linkerscript, Bashscript for compilation and Flashing).

            Blink.c:

            ...

            ANSWER

            Answered 2020-Sep-25 at 07:32

            The problem is that the code is setting the 10th and 11th bit but the datatype is char*.

            Changing the Datatype to void* works.

            Source https://stackoverflow.com/questions/64053303

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

            Vulnerabilities

            No vulnerabilities reported

            Install LMA

            The models are based on Python and Pytorch, to run the codes, please set up the environment first:.
            Install Anaconda with Python >= 3.6. Miniconda is a quick way to get started.
            Clone the repository git clone https://github.com/LMA-AAAI/LMA
            Run the conda file script to create a conda environment: cd LMA conda env create -f environment.yml

            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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            CLONE
          • HTTPS

            https://github.com/motefly/LMA.git

          • CLI

            gh repo clone motefly/LMA

          • sshUrl

            git@github.com:motefly/LMA.git

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