def | Differential Encoding of Featuremaps for Low Power | Machine Learning library

 by   AlexMontgomerie Python Version: Current License: GPL-3.0

kandi X-RAY | def Summary

kandi X-RAY | def Summary

def is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow, Neural Network applications. def has no bugs, it has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has low support. You can download it from GitHub.

DEF is an activity coding scheme that reduces activity along the memory bus for CNN accelerators, reducing dynamic power consumption. This repository contains both software and hardware implementations of the coding scheme, as well as scripts for evaluating DEF against other coding schemes. This work was accepted for ASP-DAC 2021, and the paper can be found here.
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            kandi-support Support

              def has a low active ecosystem.
              It has 5 star(s) with 0 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              def has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of def is current.

            kandi-Quality Quality

              def has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              def is licensed under the GPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

              def 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 def and discovered the below as its top functions. This is intended to give you an instant insight into def implemented functionality, and help decide if they suit your requirements.
            • Generate an encoder for a given stream
            • Generate the correlation between two arrays
            • Convert an unsigned integer to a signed bitfield
            • Convert an int value to a stream
            • Plot the normalized transformation matrix for each bitwidths
            • Calculate the average transformation
            • Calculate the total number of samples
            • Decorator for decoder
            • Helper function to create a stream
            • Convert a sint to an integer
            • Plot bitwise regression
            • Calculate the average value for a given metric
            • Get decoded decode table from stream
            • Convert an integer stream to a Sint
            • Get the dimensions of the layer
            • Convert sint to integer
            • Average switching activity
            • Read power readings from a set of power readings
            • Load feature map from file
            • Plot bitwidths
            • Plot the total transition rates per sample
            • Generate a table of encoding schemes
            • Generate a table of compression schemes
            • Plot the average reduction reduction
            • Plot reduction per network
            • Plot a reduction per layer
            • Check that two arrays are equal
            Get all kandi verified functions for this library.

            def Key Features

            No Key Features are available at this moment for def.

            def Examples and Code Snippets

            Convert a function definition into a graph def .
            pythondot img1Lines of Code : 140dot img1License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def function_def_to_graph_def(fdef, input_shapes=None):
              """Convert a FunctionDef to a GraphDef.
            
              Steps:
              1. Creates placeholder nodes corresponding to inputs in
                 `FunctionDef.signature.input_arg`.
              2. Adds NodeDefs in `FunctionDef.node_def`  
            Create a meta - graph def .
            pythondot img2Lines of Code : 109dot img2License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def create_meta_graph_def(meta_info_def=None,
                                      graph_def=None,
                                      saver_def=None,
                                      collection_list=None,
                                      graph=None,
                                      export_s  
            Compile a TPU meta graph def .
            pythondot img3Lines of Code : 100dot img3License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def aot_compile_cpu_meta_graph_def(checkpoint_path,
                                               meta_graph_def,
                                               output_prefix,
                                               signature_def_key,
                                               cpp_clas  

            Community Discussions

            QUESTION

            Scrapy form not submitting properly
            Asked 2021-Jun-16 at 01:24

            I want to submit the form with the 5 data that's on the below. By submitting the form, I can get the redirection URL. I don't know where is the issue. Can anyone help me to submit the form with required info. to get the next page URL.

            Code for your reference:

            ...

            ANSWER

            Answered 2021-Jun-16 at 01:24

            Okay, this should do it.

            Source https://stackoverflow.com/questions/67992556

            QUESTION

            How to convert message.text to string and save it to database. How to download photo by telegram bot. TelegramBotAPI
            Asked 2021-Jun-16 at 01:16

            I want save photo and add name of file and text of message to database.(Also in this database I have status of request and user, how make request, this 2 columns works ok)

            Database:

            ...

            ANSWER

            Answered 2021-Jun-15 at 11:53

            You are writing message.text into the database inside the photo function. However, that function is only triggered for messages containing a photo. When the message contains a photo, message.text is None. Any caption the photo might have will be in message.caption.

            Source https://stackoverflow.com/questions/67984671

            QUESTION

            How can I enter main() without it looping login()
            Asked 2021-Jun-15 at 23:29

            I am new in Python, I would like to ask how can make my code work. in login() function, if the username and password are correct, log = True, then when go to main() function, log variable is not defined.

            Then i found online where add log = login() in main() function, like this

            ...

            ANSWER

            Answered 2021-Jun-15 at 06:55

            I modified your code.this will works fine
            but the customerMian() and adminMain() function not defined.

            Source https://stackoverflow.com/questions/67981073

            QUESTION

            Python: If Formula Not Working on Dataframe | ValueError: The truth value of a DataFrame is ambiguous
            Asked 2021-Jun-15 at 23:10

            I have a dataframe with different currencies.
            I'm creating an if formula to apply to a specific column and give me the results in another column:

            Code:

            ...

            ANSWER

            Answered 2021-Jun-15 at 22:47

            If you are hoping to get True if the result is not empty, you might want to use:

            Source https://stackoverflow.com/questions/67994130

            QUESTION

            Fibonacci Sequence: Finding Composites Problem
            Asked 2021-Jun-15 at 22:27

            I am looking to find a pair of numbers with a GCD (Greatest Common Denominator) of 1, that the first N terms of the sequence X0, X1, ... XN are all composite.

            For my code, for some reason, it gets stuck when i == 15, j == 878, and k == 78. It gets stuck when running is_prime() on the two last items in the list.

            ...

            ANSWER

            Answered 2021-Jun-15 at 22:27

            The problem is that your is_prime function is to slow, instead of checking if every number is a prime inside of your for loop. Why not generate a list of primes, lets say the first 1 million, store them in a list. Then too check if your number is prime, just check if it is inside of the list.

            Source https://stackoverflow.com/questions/67992884

            QUESTION

            How to extract the body of an multipart email and save the attachments using python IMAP?
            Asked 2021-Jun-15 at 22:07

            I am working on a project where I get emails with a specific 'subject'. There are forwarded to me by users. The body consists of text but in the original email and no new text is entered above the forwarded line. There are also attachments to either of the part of the email.

            I wrote the following code using python and IMAP and am able to store attachments and body only if the email is NEW and not a forwarded email.

            ...

            ANSWER

            Answered 2021-Jun-15 at 22:07

            Seems like you already have the part where you are extracting the attachments. Try this code to retrieve the body of a multipart email.

            You may have to figure out how to merge your part with this one.

            Source https://stackoverflow.com/questions/67944097

            QUESTION

            Creating a list of sentences from a file and adding it into a dataframe
            Asked 2021-Jun-15 at 22:00

            I am using the code below to create a list of sentences from a file document. The function will return a list of sentences.

            ...

            ANSWER

            Answered 2021-Jun-15 at 22:00

            sentences is a list per your function. You may want to change your return statement to return a string instead. The full function would therefore look like:

            Source https://stackoverflow.com/questions/67993726

            QUESTION

            How to multiply every row in dataframe by value from csv file
            Asked 2021-Jun-15 at 21:54

            Here's my csv file CSV

            I'm trying to take the mean of columns "Angle Min" and "Angle Max" and then multiply every row in the resulting dataframe with the "Angle Conversion Factor" in cell D8. Likewise I want to do the same with "Torque Min" and "Torque Max" (get the mean and then multiply the resulting dataframe by the "Torque Conversion Factor" in Cell E8).

            Here's my code so far:

            ...

            ANSWER

            Answered 2021-Jun-15 at 21:54

            Your AngleConcFactor and TorqueConvFactor remain as 1x1 DataFrames in your code. Just a slight cleanup of your function might give you what you need:

            Source https://stackoverflow.com/questions/67993738

            QUESTION

            attribute error and key error in the join operation of string
            Asked 2021-Jun-15 at 21:50

            There is a function given as follows

            ...

            ANSWER

            Answered 2021-Jun-15 at 21:34

            Your code doesn’t attempt to not fail if w isn’t a key in id2word, so it shouldn’t be too much of a surprise when it does fail. You could try changing

            Source https://stackoverflow.com/questions/67993679

            QUESTION

            How to create an object of model A out of 2 random objects of model B in Django?
            Asked 2021-Jun-15 at 21:48

            I'm trying to create an app that meets two random users in Django. my question is how to create an object Meeting out of 2 random users from my User model, I want something like a for loop so that every 2 users in my database have a meeting!

            ps: I have only one day left to submit my work I will be so thankful if u help me

            this is my code so far:

            ...

            ANSWER

            Answered 2021-Jun-15 at 21:48

            I can't decipher what you're doing there, but:

            Source https://stackoverflow.com/questions/67993189

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

            Vulnerabilities

            No vulnerabilities reported

            Install def

            DEF requires the following:. To setup the python environment, run use the requirements.txt file with pip.
            python>=3.6
            chisel3

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