akg | Auto Kernel Generator ) is an optimizer for operators | Machine Learning library

 by   mindspore-ai Python Version: Current License: Apache-2.0

kandi X-RAY | akg Summary

kandi X-RAY | akg Summary

akg is a Python library typically used in Artificial Intelligence, Machine Learning applications. akg has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

AKG(Auto Kernel Generator) is an optimizer for operators in Deep Learning Networks. It provides the ability to automatically fuse ops with specific patterns. AKG works with MindSpore-GraphKernel to improve the performance of networks running on different hardware backends. AKG composes with three basic optimization module, normalization, auto schedule and backend optimization.
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              akg has a low active ecosystem.
              It has 164 star(s) with 29 fork(s). There are 16 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 5 open issues and 3 have been closed. On average issues are closed in 90 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of akg is current.

            kandi-Quality Quality

              akg has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              akg 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

              akg releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed akg and discovered the below as its top functions. This is intended to give you an instant insight into akg implemented functionality, and help decide if they suit your requirements.
            • Parse expr .
            • Convolution layer .
            • Injects a DMA instruction into a tensor .
            • Wrapper for convolutional convolution .
            • Backprop .
            • Alters a conv2d layout .
            • Inject alu_intin .
            • F fused batch norm .
            • Backprop - propagation filter .
            • Resize the image .
            Get all kandi verified functions for this library.

            akg Key Features

            No Key Features are available at this moment for akg.

            akg Examples and Code Snippets

            No Code Snippets are available at this moment for akg.

            Community Discussions

            QUESTION

            how to replace the value by comparing two json and to update in the created table
            Asked 2021-Feb-22 at 19:28

            I have two json files, holding values like the below, Json 1:

            ...

            ANSWER

            Answered 2021-Feb-22 at 19:28

            First, you will have to write a function that will iterate the subjectDetails array and find the subject name based on a label.

            Source https://stackoverflow.com/questions/66319374

            QUESTION

            how to iterate json to table in row wise
            Asked 2021-Feb-19 at 08:15

            Below I have a JSON structure to create a group of values for students. In order to make the whole thing work, I need to use jQuery to get the exact values of specific students (which will be done in an HTML file).

            How would I do this?

            ...

            ANSWER

            Answered 2021-Feb-18 at 15:48

            First of all, your data format is inconsistent with the description. Your question doesn't cover many important facts such as are the courses fixed or there might be more courses than three? Also, the student array contains an object that contains another object! Why there is such a bad design? Will there be more students under one object of the student array?

            It would be much better if you could organize the data something like this:

            Source https://stackoverflow.com/questions/66261905

            QUESTION

            Assign multiple columns via vector without recycling
            Asked 2020-Dec-20 at 18:27

            I am importing measurement data as a dataframe and want to include the experimental conditions in the data which are given in the filename. I want to add new columns to the dataframe that represent the conditions, and I want to assign the columns with the value specified by the filename. Later, this will facilitate comparisons to other experimental conditions once I merge the editted dataframes from each individual sample/file.

            Here is an example of my pre-existing dataframe Measurements:

            ...

            ANSWER

            Answered 2020-Dec-20 at 18:27

            We can convert to a list and then assign to avoid the recycling of values column wise. As it is a list, each element will be treated as a unit and the assignment occurs for the respectively columns by recycling those elements

            Source https://stackoverflow.com/questions/65383265

            QUESTION

            Opening nested dict in a single column to multiple columns in pandas
            Asked 2019-Sep-26 at 06:45

            I have data in nested dicts form from json:-

            ...

            ANSWER

            Answered 2019-Sep-26 at 06:15

            Idea is add PIDS and Hands keys to last dictionaries and append to list of dict - so last DataFrame constructor working nice:

            Source https://stackoverflow.com/questions/58110440

            QUESTION

            Convert some objects in a list into int
            Asked 2019-Sep-23 at 12:32

            So I am reading a csv file, hitting an API with the inputs in the csv file and then printing the response into another file using Python.

            Right now, my csv file consists of 12 request parameters out of which i want 9 to be passed as integer and 3 to be passed as strings while hitting the API.

            I am not able to convert them into integers. My code uptil now is as below(Have skipped the API part for now):

            ...

            ANSWER

            Answered 2019-Sep-23 at 11:49

            My output is :

            You print line, not d, so you see things without your replacement. ;) Your .replace('\n', '') is correct.

            Q2/Q3. Yes. You can do .replace or .strip. Strip without parameters will remove all whitespace from beginning and end of the string, including \n

            If you replace your simple split with this:

            Source https://stackoverflow.com/questions/58061366

            QUESTION

            open file with spaces in path
            Asked 2018-Oct-04 at 14:37

            I'm trying to open a file with spaces in path with subprocess.call function but I can't get it working.

            ...

            ANSWER

            Answered 2018-Oct-04 at 11:20

            You should put every argument as a separate item in the list passed to subprocess.call:

            Source https://stackoverflow.com/questions/52645182

            QUESTION

            How to iterate and extract data from this specific JSON file example
            Asked 2017-Jul-16 at 21:17

            I'm trying to extract data from a JSON file with Python.

            Mainly, I want to pull out the date and time from the "Technicals" section, to put that in one column of a dataframe, as well as pulling the "AKG" number and putting that in the 2nd col of the dataframe. Yes, I've looked at similar questions, but this issue is different. Thanks for your help.

            A downNdirty example of the JSON file is below:

            ...

            ANSWER

            Answered 2017-Jul-16 at 20:48

            You've almost got it. You don't even need the second loop. You can append the akg value in the first one itself:

            Source https://stackoverflow.com/questions/45133169

            QUESTION

            PSQL unnest function not working as expected
            Asked 2017-Jun-08 at 17:37

            I tried the solution from this post but I'm still getting an error.

            Query:

            ...

            ANSWER

            Answered 2017-Jun-08 at 17:31

            If I understand correctly and you want to extract the teams that meet the given condition, you could put the unnest call in a subquery and apply the condition in the surrounding query:

            Source https://stackoverflow.com/questions/44441992

            QUESTION

            builtins.AttributeError: 'str' object has no attribute 'toString'
            Asked 2017-Mar-01 at 05:06

            I'm a bit of a noob and I've been following a tutorial to create a basic app with PyQt/Python to query a MySql database. Here is the code:

            ...

            ANSWER

            Answered 2017-Mar-01 at 05:06

            Just change this line - table = query.value(0).toString() to this - table = query.value(0)

            Source https://stackoverflow.com/questions/42514982

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

            Vulnerabilities

            No vulnerabilities reported

            Install akg

            See MindSpore README.md for details.
            We suggest you build and run akg together with MindSpore. And we also provide a way to run case in standalone mode for convenience sake. Refer to MindSpore Installation for more information about compilation dependencies.
            Build on Ascend910 git-lfs needs to be installed before cloning the source codes. git clone https://gitee.com/mindspore/akg.git cd akg bash build.sh -e ascend -j8
            Build on GPU git clone https://gitee.com/mindspore/akg.git cd akg bash build.sh -e gpu -j8
            Build on CPU git clone https://gitee.com/mindspore/akg.git cd akg bash build.sh -e cpu -j8

            Support

            At present, Ascend910, NVIDIA V100/A100 and CPU are supported. More Backends are on the list.
            Find more information at:

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            CLONE
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            https://github.com/mindspore-ai/akg.git

          • CLI

            gh repo clone mindspore-ai/akg

          • sshUrl

            git@github.com:mindspore-ai/akg.git

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