DAAS | Discretization-Aware Architecture Search | Architecture library

 by   sunsmarterjie Python Version: Current License: Apache-2.0

kandi X-RAY | DAAS Summary

kandi X-RAY | DAAS Summary

DAAS is a Python library typically used in Architecture, Pytorch applications. DAAS has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However DAAS build file is not available. You can download it from GitHub.

Discretization-Aware Architecture Search
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            kandi-support Support

              DAAS has a low active ecosystem.
              It has 14 star(s) with 2 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              DAAS has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DAAS is current.

            kandi-Quality Quality

              DAAS has 0 bugs and 104 code smells.

            kandi-Security Security

              DAAS has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              DAAS code analysis shows 0 unresolved vulnerabilities.
              There are 6 security hotspots that need review.

            kandi-License License

              DAAS 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

              DAAS releases are not available. You will need to build from source code and install.
              DAAS has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              It has 2102 lines of code, 161 functions and 21 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DAAS and discovered the below as its top functions. This is intended to give you an instant insight into DAAS implemented functionality, and help decide if they suit your requirements.
            • Visualize the plot
            • Calculate step for given epoch
            • Return a constant
            • Exponential exp
            • Generate a linear epoch
            • Log of epoch
            • Forward loss function
            • Resolutional function
            • 2nd layer function
            • Calculate weights for one epoch
            • Perform the forward computation
            • Drop path
            • Return a copy of the network
            • List of archar parameters
            • Perform the forward algorithm
            Get all kandi verified functions for this library.

            DAAS Key Features

            No Key Features are available at this moment for DAAS.

            DAAS Examples and Code Snippets

            No Code Snippets are available at this moment for DAAS.

            Community Discussions

            QUESTION

            SQL Query taking a long time to run for result
            Asked 2022-Mar-22 at 10:53
            WITH
            cust AS
                (SELECT DISTINCT
                        C.swCustomerId AS EnduserId,
                        A.AssetID AS asset,
                        suite.ctName AS Product
                 FROM ReplicaCADS.dbo.TransactionHeader TH WITH (NOLOCK)
                      INNER JOIN ReplicaCRMDB.dbo.SW_CUSTOMER C WITH (NOLOCK) ON C.swCustomerId = TH.EndUserCustomerId
                      INNER JOIN ReplicaCADS.dbo.Asset A WITH (NOLOCK) ON TH.TransactionId = A.TransactionId
                                                                      AND A.Status = 'Active'
                      INNER JOIN ReplicaCADS.dbo.AssetComponent AC WITH (NOLOCK) ON AC.AssetId = A.AssetId
                                                                                AND AC.PrimaryFlag = 1
                                                                                AND AC.Status = 'Active'
                      INNER JOIN ReplicaCADS.dbo.MaintenanceProgram MP WITH (NOLOCK) ON MP.AssetId = A.AssetId
                                                                                    AND IsLatest = 1
                                                                                    AND MP.Status = 'Active'
                                                                                    AND MP.EndDate <> '2099-12-31 00:00:00.000'
                                                                                    AND MP.MaintenanceType = 'Core'
                      INNER JOIN ReplicaCRMDB.dbo.[ct_Product_Suite] suite WITH (NOLOCK) ON suite.ctSuiteID = A.ProductSuiteID
                                                                                        AND suite.cTName LIKE 'DaaS'
                      INNER JOIN Salesforce.[dbo].[Apttus__APTS_Agreement__c] agr ON agr.Vantive_Org_ID__c = C.ctOrgId
                                                                                 AND Apttus__Status__c = 'Activated'
                                                                                 AND Agreement_Type__c = 'Licensing'
                                                                                 AND agr.Account_Geo__c LIKE 'APAC'
                 WHERE NOT EXISTS (SELECT 1
                                   FROM salesforce..Priority_Customer__c pr
                                   WHERE pr.Account_Org_Id__c = C.CtOrgId)
                   AND NOT EXISTS (SELECT 1
                                   FROM ReplicaTransactionData..[Transaction] TN
                                   WHERE TN.CustomerId = C.swCustomerId
                                     AND Status = 'Pending'
                                     AND QuoteType IS NULL)
                   AND NOT EXISTS (SELECT 1
                                   FROM [Salesforce]..Large_Customer__c LDC
                                   WHERE LDC.Org_ID__c = C.ctOrgId)
                   AND NOT EXISTS (SELECT 1
                                   FROM [Salesforce].dbo.Account sac
                                   WHERE sac.Org_ID__C = C.ctOrgId
                                     AND High_Touch_Account__C = 'true')
                   AND NOT EXISTS (SELECT 1
                                   FROM salesforce..Priority_Customer__c pr
                                   WHERE pr.Account_Org_Id__c = C.ctOrgId)
                   AND NOT EXISTS (SELECT 1
                                   FROM Salesforce..Asset_Maintenance_Program__c
                                   WHERE frmAccount_Org_ID__c = C.ctOrgId
                                     AND Maintenance_Type__c IN ('Advanced'))
                   AND EXISTS (SELECT 1
                               FROM ReplicaCADS..AssetpricingData AP
                               WHERE AP.AssetId = A.AssetId))
            SELECT TOP 1
                   P.swLogin AS LoginId
            FROM cust
                 INNER JOIN ReplicaCRMDB.dbo.SW_PERSON P WITH (NOLOCK) ON P.swCustomerId = EnduserId
                                                                      AND P.swStatus = 'Current'
                                                                      AND SWLogin IS NOT NULL
                                                                      AND P.ctLocale = 'en-US'
                 INNER JOIN ReplicaCRMDB.dbo.CT_CONTACT_TYPE Contact WITH (NOLOCK) ON Contact.swContactId = P.swPersonId
                 INNER JOIN ReplicaCRMDB.dbo.CT_MC_USERS MCUsers ON MCUsers.swPersonID = P.swPersonId
                                                                AND (MCUsers.ctPassword = '32CA9FC1A0F5B6330E3F4C8C1BBECDE9BEDB9573'
                                                                  OR MCUsers.ctPassword = '')
            ORDER BY NEWID();
            
            ...

            ANSWER

            Answered 2022-Mar-22 at 10:53

            This can be massively helped by understanding how SQL works. But I would recommend that you remove most of the text fields in the joins, and using their int values instead that I suppose exist.

            For instance - High_Touch_Account__C = 'true', this should probably be stored as a BIT inside of the DB, and as such, 1 or 0 would be the way to go, not 'true'. Similarily the Status = 'Active' should probably be replaced with using the int value for 'Active'.

            Regarding the and not exists, I would probably create a temporary table at the start that gathers all of the things that you do not want in there, then simply do a left join and then "where join is null" basically. This could replace 25% of your code.

            NOLOCK might also be something that you should look into.

            If you upload the files with the data, It would be easier however to give you a reply on the most optimal way to do this, but as it sits, we've got no idea of what data exists.

            Source https://stackoverflow.com/questions/71570357

            QUESTION

            How does Citrix DaaS know who is connected to a particular virtual desktop
            Asked 2021-Jul-09 at 09:27

            How does Citrix DaaS know who is connected to a particular virtual desktop?

            The question is related to porting Windows .NET desktop applications (Winforms) to the cloud using Citrix DaaS. These applications must know who is using them, and at present they rely on this .NET call:

            ...

            ANSWER

            Answered 2021-Jul-09 at 09:27

            As far as I could test and the documentation confirmed:

            The current logged on user in .NET with the format 'NetworkName\Username' will be returned with System.Security.Principal.WindowsIdentity.GetCurrent().Name

            Source https://stackoverflow.com/questions/68074601

            QUESTION

            Google Cloud PubSub send the message to more than one consumer (in the same subscription)
            Asked 2021-May-06 at 16:20

            I have a Java SpringBoot2 application (app1) that sends messages to a Google Cloud PubSub topic (it is the publisher).

            Other Java SpringBoot2 application (app2) is subscribed to a subscription to receive those messages. But in this case, I have more than one instance (the k8s auto-scaling is enabled), so I have more than one pod for this app consuming messages from the PubSub.

            Some messages are consumed by one instance of app2, but many others are sent to more than one app2 instance, so the messages process is duplicated for these messages.

            Here is the code of consumer (app2):

            ...

            ANSWER

            Answered 2021-Mar-22 at 10:52

            In general, Cloud Pub/Sub has at-least-once delivery semantics. That means that it will be possible to have messages redelivered that have already been acked and to have messages delivered to multiple subscribers receive the same message for a subscription. These two cases should be relatively rare for a well-behaved subscriber, but without keeping track of the IDs of all messages delivered across all subscribers, it will not be possible to guarantee that there won't be duplicates.

            If it is happening with some frequency, it would be good to check if your messages are getting acknowledged within the ack deadline. You are buffering messages for 1s, which should be relatively small compared to your ack deadline of 30s, but it also depends on how long the messages ultimately take to process. For example, if the buffer is being processed in sequential order, it could be that the later messages in your 1000-message buffer aren't being processed in time. You could look at the subscription/expired_ack_deadlines_count metric in Cloud Monitoring to determine if it is indeed the case that your acks for messages are late. Note that late acks for even a small number of messages could result in more duplicates. See the "Message Redelivery & Duplication Rate" section of the Fine-tuning Pub/Sub performance with batch and flow control settings post.

            Source https://stackoverflow.com/questions/66741578

            QUESTION

            How to setup array with azure get command with powershell
            Asked 2021-Apr-13 at 05:36

            I'm a total Powershell newb and still learning. I am trying to get a list of Azure Webjobs that has been stopped in a webapp. I understand when i run the command az webapp webjob continuous list, id get a large set of array data.

            I am having troubles with splitting it up, could someone advise how would i split it up as individual jobs and their properties? i tried $webjobs = ($webname.Split('}')) and it wont split up the giant array.

            This is my current code

            $groups = get-AzResourceGroup | where{$_.ResourceGroupName -like "Dev"} foreach($group in $groups){

            ...

            ANSWER

            Answered 2021-Apr-13 at 05:36

            The result you get is expected for the code written. Taking into account tsv docs, means that $webname and $webstatus are arrays. When you write Write-Host $webstatus it will print all the data in the array, in this case:

            Source https://stackoverflow.com/questions/67067239

            QUESTION

            Reshift Nan values column dataframe if match with list
            Asked 2020-Nov-11 at 12:02

            I want to rearrange column name values that contains Nan.

            Condition that i want is, if string in list match with column[1], it will only reshift column values that contain row under matched string, so its my dataframe before shifted.

            ...

            ANSWER

            Answered 2020-Nov-11 at 12:02

            Here's a suggestion, which might not be optimal:

            Step 1: Preparations for apply:

            Source https://stackoverflow.com/questions/64762456

            QUESTION

            how to Enable the "Data QnA" feature on Google Bigquery
            Asked 2020-Aug-25 at 17:56

            I wish to try the Google Bigquery Data QnA feature. But, I am unable to find any documentation about how to Enable the Data QnA feature

            with ref. to https://medium.com/daas-labs/trying-out-data-qna-on-bigquery-and-google-sheets-e47939fddf25 enter image description here

            ...

            ANSWER

            Answered 2020-Jul-16 at 18:29

            The QnA on BigQuery is currently in Alpha stage. I recommend to keep an eye on the BigQuery release notes.

            Source https://stackoverflow.com/questions/62940126

            QUESTION

            Tests annotated with org.junit.Test are not recognized
            Asked 2020-Apr-29 at 20:35

            Whenever I annotate a test with org.junit.Test the test is not recognized during mvn test or mvn clean install .But it's recognized when I annotate it with org.junit.jupiter.api.Test; pom.xml

            ...

            ANSWER

            Answered 2020-Apr-29 at 10:26

            From what I can see in pom.xml, there are a couple of redundant dependencies present. The reason org.junit.jupiter.api.Test gets picked is because it is a part of Junit5 and that is added as a maven-dependency with spring-boot-starter-test. Basically, your problem is you are using 2 different version of junit - 4 & 5.

            In case, you want to use junit 4, please remove dependency - spring-boot-starter-test and give it a try.

            Please let me know the results. Hope this will help in debugging further!

            Source https://stackoverflow.com/questions/61498856

            QUESTION

            Python: Is it possible to do the same using reduce()?
            Asked 2020-Feb-26 at 17:10

            This is part of an assaigment so it needs to be donde using the reduce function (or filter although I don't see it), hence I'd like to know if it's possible.

            I have two dicts:

            ...

            ANSWER

            Answered 2020-Feb-26 at 17:10

            It is definitely possible.

            The lambda takes as arguments the array x which aggregates the result and the key into one of the airports dictionaries (takeOff_Airport in my example).

            If the key exists in the other airport dictionary, then the element formed by [key, sum of each dict value, takeOff value, landing value] is added to the array x. Else, array x is left unchanged.

            Pass the lambda into the reduce function, setting the initial value of x to an empty array and it will generate the desired result.

            Source https://stackoverflow.com/questions/60417823

            QUESTION

            Mysql order by sorting not working as expected descending
            Asked 2020-Jan-21 at 10:40

            i am facing a a very strange behavior regarding mysql orderby sort, I am trying to sort the records by fee_range high to low which is being computed in run time first 3,4 rows have lowest values and then order by takes effect and and further all records are sorted as expected is there any thing that i am missing?

            here is the query that i am running

            ...

            ANSWER

            Answered 2020-Jan-21 at 10:40

            The CONCAT-function inside the fee_range-column turns the column into a character column (causing ordering by alphabetical order) and you are ordering the column with MAX(fee_range) whereas it should be just fee_range.

            Source https://stackoverflow.com/questions/59838957

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

            Vulnerabilities

            No vulnerabilities reported

            Install DAAS

            You can download it from GitHub.
            You can use DAAS like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            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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