determined | Determined : Deep Learning Training Platform | Machine Learning library
kandi X-RAY | determined Summary
kandi X-RAY | determined Summary
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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Top functions reviewed by kandi - BETA
- 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 .
determined Key Features
determined Examples and Code Snippets
Community Discussions
Trending Discussions on determined
QUESTION
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 13:38Your 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):
QUESTION
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 17:44Please 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:
QUESTION
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 18:23Since 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):
QUESTION
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 00:28The 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:
QUESTION
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 11:45You can write a query using first_value
:
QUESTION
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 07:41You 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.
QUESTION
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 05:23In 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:
QUESTION
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 12:48Yes, 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.
QUESTION
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 08:34The essence of the issue was the assumption that torify sets up a tor connection, which it did not by itself. Furthermore, running:
QUESTION
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 04:55A 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:
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