Aluminum | High-performance , GPU-aware communication library | GPU library

 by   LLNL C++ Version: v1.3.0 License: Non-SPDX

kandi X-RAY | Aluminum Summary

kandi X-RAY | Aluminum Summary

Aluminum is a C++ library typically used in Hardware, GPU applications. Aluminum has no bugs, it has no vulnerabilities and it has low support. However Aluminum has a Non-SPDX License. You can download it from GitHub.

The MPI, NCCL/RCCL, and HostTransfer backends support the following operations, including non-blocking and in-place (where meaingful) versions:. Full API documentation is coming soon...
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              Aluminum has a low active ecosystem.
              It has 62 star(s) with 19 fork(s). There are 7 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 6 open issues and 37 have been closed. On average issues are closed in 317 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of Aluminum is v1.3.0

            kandi-Quality Quality

              Aluminum has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              Aluminum 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

              Aluminum releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.

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            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of Aluminum
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            Aluminum Key Features

            No Key Features are available at this moment for Aluminum.

            Aluminum Examples and Code Snippets

            Example Build
            C++dot img1Lines of Code : 6dot img1License : Non-SPDX (NOASSERTION)
            copy iconCopy
            cmake \
            -D ALUMINUM_ENABLE_NCCL=YES \
            -D NCCL_DIR=/path/to/nccl \
            -D ALUMINUM_ENABLE_HOST_TRANSFER=YES \
            -D CMAKE_INSTALL_PREFIX=/path/to/install \
            path/to/aluminum/source
              
            Aluminum
            C++dot img2Lines of Code : 6dot img2License : Non-SPDX (NOASSERTION)
            copy iconCopy
            @inproceedings{dryden2018aluminum,
              title={Aluminum: An Asynchronous, {GPU}-Aware Communication Library Optimized for Large-Scale Training of Deep Neural Networks on {HPC} Systems},
              author={Dryden, Nikoli and Maruyama, Naoya and Moon, Tim and Bens  
            Building
            C++dot img3Lines of Code : 2dot img3License : Non-SPDX (NOASSERTION)
            copy iconCopy
            mkdir build && cd build
            cmake /path/to/aluminum/source
              

            Community Discussions

            QUESTION

            Keep first occurrence while removing duplicates in pandas
            Asked 2021-Jun-15 at 21:30

            I need to remove case-sensitive duplicates keeping the first occurrence and maintaining the order of the sentence. This need to be done on each row of a column.

            ...

            ANSWER

            Answered 2021-Jun-15 at 20:38
            string = "paper Plastic aluminum Paper"
            set_string = list()
            for s in string.split(' '):
                if s not in set_string:
                    set_string.append(s)
                
            string = ' '.join(set_string)
            print(string)
            #output paper Plastic aluminum Paper
            

            Source https://stackoverflow.com/questions/67992953

            QUESTION

            Angular: how to connect a Service to a Material RankTable?
            Asked 2021-Mar-23 at 04:51

            I'm learning Angular and trying to grasp the concepts. I'm having difficulty doing something that should be simple.

            I want to connect a Material Table to a service that downloads some data.

            I created my service that downloads some simple data from a website. I created the Data Table using the command line. Now I must change the data source for my service.

            Here is the generated file rank-table-datasource.ts:

            ...

            ANSWER

            Answered 2021-Mar-23 at 04:51

            You can use your own datasource like below

            a. This is your custom datasource that you defined.

            Source https://stackoverflow.com/questions/66757045

            QUESTION

            detecting sliding_up_panel movement in flutter
            Asked 2021-Mar-16 at 17:13

            I'm trying to detect the overall movement of the panel in respect to the screen, not the movement inside the panel itself, so I can fade away the image when the panel moves up. And bring it back when the panel moves down.

            So far I had no luck.

            I tried to use GestureDetector onVerticalDragUpdate, but it didn't work either.

            Thanks in advance...

            Here's my code:-

            ...

            ANSWER

            Answered 2021-Mar-16 at 17:13

            If I understand your Question correctly then you need to use onPanelSlide: callback to report the sliding percentage of your panel.

            so in your SlidingUpPannel will be

            Source https://stackoverflow.com/questions/66643042

            QUESTION

            Is there a way to create a Python or VBA script for Excel to merge rows of data by their list numbering order (their order in an outline)?
            Asked 2021-Mar-08 at 13:53

            I am currently starting a project where I need to manage contractual requirements for a large-scale engineering and construction contract.

            Unfortunately, all of the identified project requirements were delivered via PDF (there are thousands of Reqs...). I’ve since taken these PDFs and converted them to spreadsheets in Excel. I will eventually use .CSV files to import these into our RM Tool.

            My problem is that all of the project requirement PDFs were written for ease of readability- not so much for use in spreadsheet form. Every section is written like a numbered list, which is fine, but I do not need to have the requirements decomposed to the level they are.

            I need to take the “outline, list-numbered format” of the docs and be able to have the child requirements (sub items in example below), combined (concatenated) into rows based on their sections and list numbering.

            Right now, I am doing all of this merging of rows by hand, but I don't see how I can get the task done quick enough.

            Here is an example of how the PDFs look from the client:

            Section 1-1.1: General

            A. The contractor shall do “this”, then “that”.

            1. “This” will cost less than this much money

            2. “That” will cost less than this amount of money

              a. If “that” costs more, it should not be added

              b. Another option is “this”

            B. The contractor shall name “this”...

            1. The name should use proper grammar

            C. The contractor shall complete work before 2022

            Section 1-2.1: Materials

            A. The contractor shall use these three materials:

            1. Aluminum

            2. Steel

            3. Cement

              a. Cement should be gray only

              __i. Gray coloring must be this shade

              __ii. Gray cement must not lose coloring

              b. Cement should be mixed on-site

            Section 1-2.2: Material Suppliers

            A. Aluminum must be supplied by “ABC, Inc”

            B. Steel must be supplied by “DEF, Inc”

            C. Cement must be supplied by "GHI, Inc"

            Table 1-1: Supplier Contact Info

            [TABLE HERE]

            Section 1-3.1: Landscaping

            ...

            Here is how the Excel docs look in their main state. Note that we have added attributes to support each requirement item row, so there is not just one or two columns in these sheets:

            CURRENT EXAMPLE IMAGE

            ...

            ANSWER

            Answered 2021-Mar-07 at 19:33

            As I wrote so many comments I decided to post a guide answer and delete my comments i.e. provide some pointers to one possible solution.

            Logic:

            I would read everything into an array and loop the rows of that. Apply logic that processes rows according to rules e.g. does it start with Section..... is it a Capital letter at start of col 1 of array... is it a number...

            A nice idea is probably to use helper functions. E.g.

            • A helper function which grabs the lines upper case after Section down to next upper case (stop before) and returns that text (as an array).
            • Then pass that function return value to another function which handles the alphanumeric based indentation levels (using appropriate Chr$()) etc
            • Another function call to concatenate those values into single string - which will be the value associated with a given key.
            • Then update the dictionary with the key value pair.

            This way you can create a dictionary of key A: associated text from last of helper function calls and write out to sheet at end.

            You will need additional logic for tables etc. Tables would be added to dictionary as an array with key being value from first column

            At the end you can loop and write out to sheet. I think caution is needed with writing out tables as they may take more than one row. In that case, have an additional helper function that calculates last populated row anywhere in sheet (or target column range) and ensure next key:value pair is written out to after the table by adding + 1 to last populated row number.

            When you write out the table, you will need to test the dictionary key for it containing 'table', or that its value is an array; you will need to resize the target cell to the size of the array e.g. if dict(key) = results then targetCell.Resize(UBound(results, 1), UBound(results, 2)) = results

            Think about how any hyperlinks (where friendly name different from destination)| additional metadata will be passed around.

            Supplying sample data:

            I think I would suggest you use a markdown table generator to supply the current data (the input data) to save people time having to write out their own data. You can paste from Excel into markdown generator, press generate table, then copy to clipboard that table, use edit to insert into question. Highlight table just pasted in and press Ctrl + K to indent properly.

            Regex:

            Regex is not required from what I can see. Data resides in separate cells in source.

            Tagging:

            I think remove the python tag unless you have python code to add.

            Resources:

            1. https://bettersolutions.com/vba/strings-characters/builtin-constants.htm

            Some useful constants regarding indentation

            Source https://stackoverflow.com/questions/66508739

            QUESTION

            SQL Select one column only with distinct on another column
            Asked 2021-Mar-08 at 13:11

            From this list:

            ...

            ANSWER

            Answered 2021-Mar-08 at 13:11

            QUESTION

            How to solve 'argument x is empty' error in r (Shiny Web app)
            Asked 2021-Mar-07 at 12:24

            I am trying to learn to build a machine learning based shiny interface in R. I have spent hours in solving this 'argument 10 is empty' error and could not figure out how. My codes follow the sturcture created by @dataprofessor from Github. I will greatly appreciate any suggestions, hints and corrections. Thanks!

            Here's my code:

            ...

            ANSWER

            Answered 2021-Mar-07 at 12:24

            The original problem was caused by a spurious comma after input$Fe. This then led to a second problem caused by the mismatch between the names of the test dataframe required by the code and the construction of this from the input values. I also needed add a call to library(caret) when building the model. It runs now and I can see that Type is being passed into the prediction call. Not sure why this is needed since the prediction is trying to come up with the Type, so I removed that. I also removed the creation of the input.csv file and just created the test data frame directly.

            Here is the full app.R.

            Source https://stackoverflow.com/questions/66503062

            QUESTION

            how to sort dictionary that has list inside it?
            Asked 2021-Mar-03 at 10:42

            I have following dictionary in python:

            ...

            ANSWER

            Answered 2021-Mar-03 at 10:42

            You will need to keep the prices and names together during the sort operation. This can be achieved by combining them in a list of tuples (starting with the price) that you sort and then assign back to the dictionary items:

            Source https://stackoverflow.com/questions/66453810

            QUESTION

            List categories and show subcategories when select category with json
            Asked 2021-Feb-20 at 10:11

            I made a page like this with json. I added my test example the link at the bottom of the article. I listed the categories in this way with json. But there is something else I want. After selecting the category, I want to show the subcategories of the selected category on the screen, on the same page, maybe in the same area. How can I do this?

            these are the codes I added as an example. You can see the site I prepared at the bottom of the article.

            So actually when the category is selected, I want to show subcategory on the screen.

            HTML

            ...

            ANSWER

            Answered 2021-Feb-19 at 13:00

            If we assume subcategories stored in each object,

            Source https://stackoverflow.com/questions/66244851

            QUESTION

            How To Iterate Through Very Large List and Create Efficient JSON With It NODEJS
            Asked 2021-Feb-19 at 03:43

            I am trying to iterate through a very large list and convert it to json so I can then push it to my developement database to be used more efficiently without having to call this over and over again, the problem is I currently have all of the data on a .txt file in the format as follows:

            ...

            ANSWER

            Answered 2021-Feb-19 at 03:43

            EDIT: I just realized you're reading a line at a time...The second code sample demonstrates that.

            Start by splitting the string into lines on "\n" Then split each line on a comma Save the first row as headers and the rest as lines fields

            For every row:

            1. create a new empty object
            2. iterate over each field and place the key:value pair in the result array

            result[idx][headers[headerIdx]] - uses the row index for the array index and the header index to provide the key. The assigning the field value to that yields:

            '[{table:"SF1", permaticker:196290,` .... etc.

            Source https://stackoverflow.com/questions/66271087

            QUESTION

            How to remove lines which match lines in another document
            Asked 2021-Feb-09 at 20:40

            So I am running Centos 6.9, but could switch to Centos 7 if needed

            If I have 2 txt files, one contains

            ...

            ANSWER

            Answered 2021-Feb-09 at 20:40

            This can easily be done with grep

            Source https://stackoverflow.com/questions/66093264

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

            Vulnerabilities

            No vulnerabilities reported

            Install Aluminum

            Aluminum is also available via Spack.
            For a "standard" Nvidia GPU system, you might use the following:.

            Support

            Aluminum aims to provide GPU-centric communication semantics with the HostTransfer backend: A communication operation should function "just like a CUDA kernel". Aluminum supports associating a CUDA stream with a communicator. All communication on the communicator will be with respect to the computation on that stream:. These semantics are comparable to those provided by NCCL.
            Find more information at:

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            CLONE
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            https://github.com/LLNL/Aluminum.git

          • CLI

            gh repo clone LLNL/Aluminum

          • sshUrl

            git@github.com:LLNL/Aluminum.git

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