determined | Determined : Deep Learning Training Platform | Machine Learning library

 by   determined-ai Go Version: 0.23.0 License: Apache-2.0

kandi X-RAY | determined Summary

kandi X-RAY | determined Summary

determined is a Go library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow, Keras applications. determined has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

Determined is an open-source deep learning training platform that makes building models fast and easy. Determined enables you to:. Determined integrates these features into an easy-to-use, high-performance deep learning environment — which means you can spend your time building models instead of managing infrastructure. To use Determined, you can continue using popular DL frameworks such as TensorFlow and PyTorch; you just need to update your model code to integrate with the Determined API.
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            kandi-support Support

              determined has a medium active ecosystem.
              It has 2344 star(s) with 310 fork(s). There are 70 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 35 open issues and 251 have been closed. On average issues are closed in 14 days. There are 93 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of determined is 0.23.0

            kandi-Quality Quality

              determined has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              determined 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

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

            Top functions reviewed by kandi - BETA

            kandi has reviewed determined and discovered the below as its top functions. This is intended to give you an instant insight into determined implemented functionality, and help decide if they suit your requirements.
            • Post - process examples .
            • Postprocessing .
            • Deploy stacks .
            • Prepare features .
            • Configure an APX model .
            • Train the model .
            • Loads checkpoint files .
            • Creates a wrapped model .
            • Creates a new metric reducer .
            • Configure callbacks .
            Get all kandi verified functions for this library.

            determined Key Features

            No Key Features are available at this moment for determined.

            determined Examples and Code Snippets

            No Code Snippets are available at this moment for determined.

            Community Discussions

            QUESTION

            Trait with constructor that takes borrows to borrows cannot infer liftime on usage
            Asked 2021-Jun-15 at 13:38

            I need a trait that allows me to construct a object that borrows an object that borrows something. In the following example that is PaperBin. https://play.rust-lang.org/?version=stable&mode=debug&edition=2018&gist=78fb3f88b71bc226614912001ceca65b

            ...

            ANSWER

            Answered 2021-Jun-15 at 13:38

            Your immediate issue is that T: GarbageBin<'a, 'b> where 'a and 'b are parameters of create_bin_with_rubbish and must therefore outlive calls to that function—but the actual lifetimes passed to T::new are only internal to the function and do not therefore satisfy those bounds.

            Instead of parameterising create_bin_with_rubbish with lifetimes 'a and 'b, one way to resolve this would be to use instead an HRTB (higher-ranked trait bound):

            Source https://stackoverflow.com/questions/67974031

            QUESTION

            Django template: using forloop.counter as an index to a list
            Asked 2021-Jun-15 at 12:42

            In a django template, I need to use forloop.counter0 to access an element in a list. For instance:

            ...

            ANSWER

            Answered 2021-Jun-13 at 17:44

            Please don't. Django templates are deliberately restricted, not to do this since business logic belongs in the view, not the template.

            In the view, you can zip bar and data, so then the view looks like:

            Source https://stackoverflow.com/questions/67961063

            QUESTION

            Is it possible to have multiple return types for a generic Typescript function?
            Asked 2021-Jun-14 at 18:23

            I am currently designing a web server with Typescript and have hit a dead end. The target is to have an interface or something similar that lets any other developer without a deep knowledge of the rest of the system just come in, implement their own version of the parser and have it work with the rest of the system. Additionally, I would like to have the option to add more return types without modifying the original code.

            Currently, I have the shape of the data defined and I am trying to wrap my head around the parser itself. The data looks like this:

            ...

            ANSWER

            Answered 2021-Jun-14 at 18:23

            Since the string type property inside your source arg should determine the overall return type, there is a TypeScript paradigm that can handle this mapping. It's the same one used by addEventListener and its kin in TypeScript's DOM declarations, if you want to consult a broader example.

            In your case, you'll need to create a map interface between type string values and the actual types that will be returned for them. The return type of getSource will then be a lookup from that map. Unfortunately, due to some limitations in TypeScript described here, there's an inelegant cast needed when returning each of the possible types. Here's how it all might look (with simpler structures for example purposes):

            Source https://stackoverflow.com/questions/67971679

            QUESTION

            Python - How to set or autofit the column width in an Excel sheet?
            Asked 2021-Jun-14 at 00:28

            I'm trying to write a pandas DataFrame to multiple Excel sheets, and the sheet names are determined by the "Service Type" column.

            In my function, I'm trying to write some code that looks through each column in the Excel worksheets auto-adjusts the width so all of the text in each row is visible.

            I think what I have written so far could work, but I'm not sure how to properly identify the sheet_name since I'm looking at a str(index).

            This is what I've written so far:

            ...

            ANSWER

            Answered 2021-Jun-14 at 00:28

            The type of writer.sheets is dict, where the keys are the names of the sheets and the values are Worksheet objects, so the way you're trying to reference the sheets is not correct.

            writer.sheets[sheet_name=str(index)] INCORRECT

            writer.sheets[sheet_name_as_string] CORRECT

            Beyond that, there seems to be a problem with the logic: the index variable you're trying to use in the second loop is not defined. If you're trying to use the index from the first for-loop, then you should nest the loops.

            For example:

            Source https://stackoverflow.com/questions/67963115

            QUESTION

            How to update a column to latest data while referencing other columns
            Asked 2021-Jun-13 at 11:51

            I am very new to SQL and have been given a dataset to clean as part of my internship.

            I reproduce part of the table below:

            ...

            ANSWER

            Answered 2021-Jun-13 at 11:45

            You can write a query using first_value:

            Source https://stackoverflow.com/questions/67957839

            QUESTION

            run time error 445 object doesn't support this action
            Asked 2021-Jun-13 at 08:49

            Got this error run time error 445 object doesn't support this action while trying to launch thise code . Macros works, but everytime i run it gives me this error, can i somehow get rid of it?

            ...

            ANSWER

            Answered 2021-Jun-13 at 07:41

            You are getting the error because you are declaring an OLEobject as shape, as OLEobjectdoes not has the property of Fill.Forecolor as following:

            In order to use the property of Fill.Forecolor you should draw a shape and assign the VBA code to the shape, the red one is Shape while the grey one is OLEobject

            So the moment I click the shape, it will change color and also remove the pivot field as per your expectation:

            Part 2: DataFiled: It is quite trick to make value field hide or display, however you still can use the following method to solve it.

            Source https://stackoverflow.com/questions/67945651

            QUESTION

            The matrix doesn't print correctly
            Asked 2021-Jun-13 at 04:18

            I've been trying to display a matrix 3xn, n being determined by the lenghth of a phrase introduce. The problem itself is that instead of displaying a 3x2 matrix for abcdef it like this screenshot

            I used the standard way for printing it with a for for the rows and another one inside for the colums:

            ...

            ANSWER

            Answered 2021-Jun-12 at 05:23

            In your code Arrays.toString(v1idk[i]) denotes the Ith row of the matrix as string and Arrays.toString(v1idk[j]) denotes the Jth row of the matirx as string.

            Let's say v1idk = {{1, 2}, {3, 4}, {5, 6}}. Here v1idk[0] is {1, 2} and v1idk[1] is {3, 4} and so on.

            I hope your problem is clear now.

            I think your problem can be solved this way:

            Source https://stackoverflow.com/questions/66149993

            QUESTION

            Pytorch: Is it able to make a convolution module without bias have bias again?
            Asked 2021-Jun-12 at 12:48

            After instantiating a 2D convolution with conv = nn.Conv2d(8, 8, 3, bias=False), whose member bias should be None, is it able to give conv a legal bias again (whether with random initialization or determined values)?

            I observed that bias in other default convolution modules is of the type Parameter, so I suspect there are extra procedures beyond simply conv.bias = torch.tensor(...) to make the new bias legal for conv.

            ...

            ANSWER

            Answered 2021-Jun-12 at 12:48

            Yes, it is possible to set the bias of the conv layer after instantiating. You can use the nn.Parameter class to create bias parameter and assign to conv object's bias attribute.

            To show this I have created a simple Conv2d layer and assigned zero to the weights and ones to bias.

            Source https://stackoverflow.com/questions/67948404

            QUESTION

            Torify/torsocks ssh only working from device itself, and not from other devices
            Asked 2021-Jun-12 at 08:34

            While setting up ssh over tor I determined that the ssh only works from the device I try to access (deviceA), but not from another device (deviceB).

            I get a fresh install of Ubuntu Server 20.04 LTS, verify it is connected through wifi to the internet, completed the sudo apt update and upgrade commands successfully, rebooted successfully, and ran: sudo apt install tor. Next, I ran

            ...

            ANSWER

            Answered 2021-Jun-12 at 08:34

            The essence of the issue was the assumption that torify sets up a tor connection, which it did not by itself. Furthermore, running:

            Source https://stackoverflow.com/questions/67941677

            QUESTION

            Is there a standard library function that parses integers like C# literal syntax?
            Asked 2021-Jun-12 at 05:40

            According to https://docs.microsoft.com/en-us/dotnet/csharp/language-reference/builtin-types/integral-numeric-types

            The type of an integer literal is determined by its suffix as follows:

            If the literal has no suffix, its type is the first of the following types in which its value can be represented: int, uint, long, ulong.

            If the literal is suffixed by U or u, its type is the first of the following types in which its value can be represented: uint, ulong.

            If the literal is suffixed by L or l, its type is the first of the following types in which its value can be represented: long, ulong.

            If the literal is suffixed by UL, Ul, uL, ul, LU, Lu, lU, or lu, its type is ulong.

            The .Net standard library contains several functions for parsing string to integer with various kinds of options.

            Is there any such function that will apply the above logic, or even part thereof, returning one of several integer types depending on suffix, magnitude or both?

            ...

            ANSWER

            Answered 2021-Jun-12 at 04:55

            A function can only have one return type, and since the different integral types are actually different dotnet datatypes, a single method that could return any of them can't exist... unless you were to get clever and return a composite object! Something like:

            Source https://stackoverflow.com/questions/67945497

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

            Vulnerabilities

            No vulnerabilities reported

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            See our installation guide for details on how to install Determined, including on AWS and GCP.

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