GRACE | ICML 2020 ] PyTorch implementation | Machine Learning library
kandi X-RAY | GRACE Summary
kandi X-RAY | GRACE Summary
The official PyTorch implementation of deep GRAph Contrastive rEpresentation learning (GRACE). For a thorough resource collection of self-supervised learning methods on graphs, you may refer to this awesome list.
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Top functions reviewed by kandi - BETA
- Feature classification .
- Calculate the mini - loss between two examples .
- Train the model .
- Decorate a function with n_times .
- Initialize the encoder .
- Prints statistics .
- Drop feature .
- Convert y_pred to one - hot array .
- Evaluate the model .
- Initialize weights .
GRACE Key Features
GRACE Examples and Code Snippets
Lines of Code : 28License : Non-SPDX (Apache License 2.0)
Copydef stop_server(self, grace=1.0):
"""Request server stopping.
Once stopped, server cannot be stopped or started again. This method is
non-blocking. Call `wait()` on the returned event to block until the server
has completely stopped. Community Discussions
Trending Discussions on GRACE
QUESTION
I'm looking for a way to gracefully close/quit the GoogleDrive app which runs under the process GoogleDriveFS.
...ANSWER
Answered 2022-Apr-08 at 21:22You can do something like this:
QUESTION
My server crashes when I gracefully close a client that is connected to it, while the client is receiving a large chunk of data. I am thinking of a possible lifetime bug as with the most bugs in boost ASIO, however I was not able to point out my mistake myself.
Each client establishes 2 connection with the server, one of them is for syncing, the other connection is long-lived one to receive continuous updates. In the "syncing phase" client receives large data to sync with the server state ("state" is basically DB data in JSON format). After syncing, sync connection is closed. Client receives updates to the DB as it happens (these are of course very small data compared to "syncing data") via the other connection.
These are the relevant files:
connection.h
...ANSWER
Answered 2022-Apr-05 at 01:14Reviewing, adding some missing code bits:
QUESTION
I've got a firebase app where users share a calendar. My firestore collection is structured as follows:
...ANSWER
Answered 2022-Apr-03 at 19:27You can add onSnapshot() listener to collections that do not exist. The QuerySnapshot returned by listener would just be empty in such cases:
QUESTION
I'm having some issues when trying to run rails console under docker. All other rails commands work as expected, but console does not.
...ANSWER
Answered 2022-Jan-17 at 20:50Every time you execute docker-compose run you create a new container, so the gems previously installed are not available anymore.
In order to solve your problem you could run bundle install in Dockerfile, install the gems in the app folder bundle install --path vendor/bundle or mount the directory bundle uses by default to store the gems, typically /usr/local/bundle
QUESTION
We have a bunch of microservices based on Spring Boot 2.5.4 also including spring-kafka:2.7.6 and spring-boot-actuator:2.5.4. All the services use Tomcat as servlet container and graceful shutdown enabled. These microservices are containerized using docker.
Due to a misconfiguration, yesterday we faced a problem on one of these containers because it took a port already bound from another one.
Log states:
ANSWER
Answered 2021-Dec-17 at 08:38Since you have everything containerized, it's way simpler.
Just set up a small healthcheck endpoint with Spring Web which serves to see if the server is still running, something like:
QUESTION
I am trying to achieve something like this but with Jetpack Compose. In other words swipe to delete like we could do in RecyclerView with ItemTouchHelper and class DiffCallBack : DiffUtil.ItemCallback() where we could see enter - exit animations and then the list moving gracefully up or down where the item has been inserted or removed.
This is what I have tried:
...ANSWER
Answered 2021-Nov-29 at 17:51Recently google anounced compose Version 1.1.0-beta03. Now we have a new way on how we can animate items. They have introduced a new modifier: Modifier.animateItemPlacement(). You may find latest compose version in this link.
I will try to post an example with minimum code so that you can reproduce it and see how you could achieve a SwipeToDismiss inside LazyColumn with animation.
Data Class To store information:
QUESTION
I have a Background Worker implementing the BackgroundService (provided by MS).
See this simple implementation:
...ANSWER
Answered 2021-Nov-22 at 11:24It seems like the stoppingToken isn't cancelled as expected when the application shuts down. I managed to get around this using IHostApplicationLifetime and a new field where I can store if a shutdown is in progress.
QUESTION
I want to perform hyperparameter search using AzureML. My models are small (around 1GB) thus I would like to run multiple models on the same GPU/node to save costs but I do not know how to achieve this.
The way I currently submit jobs is the following (resulting in one training run per GPU/node):
...ANSWER
Answered 2021-Oct-29 at 13:08Use Run.create_children method which will start child runs that are “local” to the parent run, and don’t need authentication.
For AMLcompute max_concurrent_runs map to maximum number of nodes that will be used to run a hyperparameter tuning run. So there would be 1 execution per node.
single service deployed but you can load multiple model versions in the init then the score function, depending on the request’s param, uses particular model version to score. or with the new ML Endpoints (Preview). What are endpoints (preview) - Azure Machine Learning | Microsoft Docs
QUESTION
The issue is due to :
PSP (Pod security policy) By default escalation is not permit for my condor user. That is why it is not working. because the supervisord is running as root user and try to write logs and start condor collector as root and not as an other user (i.e condor)
The mini-condor base image is not starting as expected on kubernetes rancher pod.
I am using :
- This image : https://hub.docker.com/r/htcondor/mini In a custom namespace in rancher (k8s)
ps : the image was working perfectly on :
- a local env
- minikube default installation
I am running it as a simple deployment :
When the pod is starting, the Kubernetes default log file is displaying :
...ANSWER
Answered 2021-Oct-11 at 15:29The issue is due to :
PSP policy (Pod security policy)
By default escalation is not permit for my condor user.
THE BEST SOLUTION I found at the moment is to run EVERYTHING as condor user and give the permisssion to the condor users. To do so you need :
- In the
supervisord.conf: Run supervisor ascondoruser - In the
supervisord.conf: run log and socket in/tmp - In the
Dockerfile: Change the owner of most of folder bycondor - In the
deployment.yamlset theIDto64(condor user)
Dockerfile
QUESTION
i have asynchronous gRPC server (gRPC version 1.40.X, Windows 10 x64).
When i try to shutdown the server, sometime is shutdowns gracefully and other times the thread responsible for running the gRPC gets stuck while shutdown procedure has began. the more clients spam the server the more likely it's to happen.
My shutdown procedure:
- Wait for the current
Que->AsyncNextto finish - I call
TryToCancelon any calls that has received theAsyncNotifyWhenDone, this could be causing the issue as i can't really call this on all calls as for some theAsyncNotifyWhenDonehas not yet been recived, not sure how to approach this as callingfinish()is done after GOT_EVENT - I call
Server->Shutdown(), here it gets stuck and the thread hangs forever. - Then
Que->Shutdown() - Then
DrainQue()sync function that goes trough all the remaining calls withQue->Next - Clears all call data
Here is the last trace when it happens:
...ANSWER
Answered 2021-Sep-22 at 11:36After some digging i have found a solution, Shutdown() has two overloads, with deadline and without deadline, the one i have been using (without deadline) just waits forever, and the one with the deadline waits only the deadline time.
so my new shutdown looks like this:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install GRACE
You can use GRACE 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.
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