toma | Helps you write algorithms in PyTorch | GPU library
kandi X-RAY | toma Summary
kandi X-RAY | toma Summary
A collection of helpers to make it easier to write code that adapts to the available (CUDA) memory. Specifically, it retries code that fails due to OOM (out-of-memory) conditions and lowers batchsizes automatically. To avoid failing over repeatedly, a simple cache is implemented that memorizes that last successful batchsize given the call and available free memory.
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Top functions reviewed by kandi - BETA
- Wraps a chunked function into chunks
- Execute a function on a given range
- Check whether the given exception is out of the given exception
- Apply a function to a tensor
- Return the number of available memory
- Returns the number of available memory allocated to cuda
- Returns the number of memory allocated to the GPU
- Return the total memory of the device
- Decorator that wraps a batch function
- Performs a batch operation
- Gets the batch size for the current thread
- Returns the number of available CPU memory
- Return simple traceback
- Return the code context for the given code_context
- Generate a chunked function based on func
- Wrapper around GPU
- Wrapper around toma range
- Call a function on the GPU
toma Key Features
toma Examples and Code Snippets
Community Discussions
Trending Discussions on toma
QUESTION
I have combined 3 JSON files into a single array using flat(), and then looped through the array to output its contents in the console. It outputs an array of arrays created from the 3 JSON files below.
Here's the console output:
...ANSWER
Answered 2021-May-24 at 11:39I'm not sure if this is exactly what you wanted, cause you didn't specify exact output, but I think you get a point how can it be done.
Object.entries
/ Object.keys
/ Object.values
is something what you are looking for:
QUESTION
Need some advice here. I have two tables: 1) Car owners; 2) Cars. With cursor loop I need to count how many cars owns each person. I don't understand how do you write the select code when two tables are involved.
...ANSWER
Answered 2021-May-12 at 10:25Join those tables. As you're aggregating something, all non-aggregated columns should be part of the group by
clause.
Also, consider using a cursor FOR loop as it is way simpler (Oracle does all the dirty job for you - you don't have to declare variable(s), open the cursor, worry about exiting the loop, close the cursor).
QUESTION
I have an issue that my receiver doesnt receive... How strange...
I feel like I read every other post on stackoverflow, but nothing works.
Target is Android 10, device is also running android 10 and this is my receiver.
...ANSWER
Answered 2021-May-07 at 10:57Fixed that by adding categories into the intent filter.
QUESTION
I try to create a layout where I have a table in my main view. It might happen that the table is wider than the actual main view, in that case I want to scroll the main view but not the sidebar.
Now the table overflows and I scroll the whole window, which isn't that pretty.
This codepen shows my problem: https://codepen.io/tomas-jansson/pen/ExZdyMx
...ANSWER
Answered 2021-Apr-20 at 11:10It is possible to add overflow-auto
class to content
to have scroll in the content
area:
QUESTION
I need help with JavaScript/jQuery solution, how to make filter for products with URL changing.
when click on checkbox then show checked colors
when checked more filters show all colors which are checked
if click on "Show all", show all colors (uncheck all filters)
clicking on filter will change URL: red = #f/red; blue = #f/blue; red and blue together = #f/red/blue
when page is opened, check url and apply filters
Thank you for help Tomas
...ANSWER
Answered 2021-Apr-14 at 09:15You could do it like this:
QUESTION
I am new to Spring and I am trying to make web application using Spring MVC and Thymeleaf. I have the page with the form to create custom pizza and corresponding controller. User can enter the name of the pizza so I added input validation. Before I enter invalid name everything is ok, but then when I return a new view of the page, divs with my checkboxes do not appear, they just don't generate. It seems like my Model after refreshing is empty but I don't understand how I could debug this, my shortcuts in intellij idea just don't work.
CreatePizzaController:
...ANSWER
Answered 2021-Mar-13 at 09:01Your problem is here:
QUESTION
I am new to spring and I explore it using "Spring in action 5" book. I do similar actions with my website, I have written 2 controllers and 2 html files for pages. The first page is a form for pizza creation. the second is order submission. My code for controllers is practically the same as in the book. Everything worked fine until I started to validate form inputs. I did everything that needed in Pizza, Order classes and controllers.
Order class:
...ANSWER
Answered 2021-Mar-11 at 19:23Use the @ModelAttribute annotation:
QUESTION
I am trying to determine which object in an array has a property value greater than the other objects but according to some condition.
I got an array of objects that represent staff and their line managers, if a person reports to a line manager equal to the rest but their Rank
is higher I want to be able to reflect that on the property LineManager
by adding 1. A good example is Tomas
he has a Rank
of 6 and reports to Peter
but all the other people who also report to Peter
have a Rank
of 5.
I have managed to get the right output with this:
...ANSWER
Answered 2021-Mar-11 at 13:43You could collect the minimum rank of all ReportsTo
groups and map new object with incremented value if Rank
is not the minimum of the group.
QUESTION
I've looked at similar cases but they are not the same.
I've got a pandas frame. Each row is a study. In a particular column, I need to find out how many times a specific word, i.e. bed, comes after another specific word, i.e. home.
I need to find out how many cases in the pandas frame this situation happens.
I've seen questions that ask about extracting whatever text comes after a specific word but not a case like this. I'm assuming this might be regex but can't figure out how to do it.
My code to create a sample dataframe.
...ANSWER
Answered 2021-Mar-07 at 02:32To find the number of times that "bed" appears after "home" in the whereabouts
column, use the following code.
The function second_after
returns True
if
the input text
contains the second
word after the first
word (rfind
finds the last second
word). This can be applied to the whereabouts
column
of the dataframe, generating a new column results
for easy cross-checking.
Finally, the method .sum
is applied to the results
column, counting all the
True
values ("like 1") and not False
values ("like 0"):
QUESTION
I've been working to convert HTML do PDF using domPDF, so the objective is to convert to a PDF the input that is manipulated by a user. The data does not come from a database but based on what's selected and written by the user. For example, he writes his name, birth date and selects particular checkboxes - preview
At the moment, I only managed to create the PDF with the background and with the empty inputs
HTML CODE:
...ANSWER
Answered 2021-Mar-01 at 14:45Basically if your download button posts your form on the "mapa-cardio.php" page.
Update your HTML with
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