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DefeatedCrab47
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15 Questions, 42 Answers
  Active since 10 January 2023
  Last activity one year ago

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41 × Eureka!
0 Votes
7 Answers
526 Views
0 Votes 7 Answers 526 Views
Suddenly All Experiments We Try To Log Run Into An Error. I Think It'S A Server Thing At Our Side, Because As Far As I Know Nothing Changed About Trains (We Didn'T Update Or Anything) And Yesterday It Was Working Well. Can Anyone Provide Some Insights At
Suddenly all experiments we try to log run into an error. I think it's a server thing at our side, because as far as I know nothing changed about Trains (we ...
3 years ago
0 Votes
1 Answers
652 Views
0 Votes 1 Answers 652 Views
Is There Any Status Update On What'S Going On Train'S Integration With Pytorch Lightning? What Needs To Be Done Before It'S Usable Again? This Github Issue Says That Trains Will Have To Integrate It On Your End And That You Have Been Contacted In Private
Is there any status update on what's going on Train's integration with PyTorch Lightning? What needs to be done before it's usable again? This GitHub issue s...
3 years ago
0 Votes
18 Answers
571 Views
0 Votes 18 Answers 571 Views
Pytorch Lightning Question About Logging A Figure. I Have The Following Code:
PyTorch Lightning question about logging a figure. I have the following code: # turn confusion matrix into a figure (Tensor cannot be logged as a scalar) fig...
3 years ago
0 Votes
11 Answers
666 Views
0 Votes 11 Answers 666 Views
I Want To Upgrade To The Latest Trains 0.15.1, So I Followed The Instructions Under "Upgrading" Here:
I want to upgrade to the latest TRAINS 0.15.1, so I followed the instructions under "Upgrading" here: https://allegro.ai/docs/deploying_trains/trains_server_...
3 years ago
0 Votes
4 Answers
600 Views
0 Votes 4 Answers 600 Views
Is There A Way How I Can Get How Many Minutes The Gpu Has Been Used In A Month? The Duration Of An Iteration Is For Every Run Different If You Vary Batch Size. Model, Or Other Stuff. I Want To Do A Crude Energy Consumption Calculation By Doing A Sum Over
Is there a way how I can get how many minutes the GPU has been used in a month? The duration of an iteration is for every run different if you vary batch siz...
3 years ago
0 Votes
5 Answers
638 Views
0 Votes 5 Answers 638 Views
In Relation To Pytorch Lightning V1.X, Usage In Combination With Trains Has Become Much Smoother (Just Pure Tensorboard). However, When Checking The "Configuration" Tab Of An Experiment, It'S Empty. How Do I Get Trains To Log The Hyperparameters? I'Ve Tr
In relation to PyTorch Lightning v1.x, usage in combination with Trains has become much smoother (just pure TensorBoard). However, when checking the "Configu...
3 years ago
0 Votes
3 Answers
536 Views
0 Votes 3 Answers 536 Views
Where Did The Trainslogger Go In Pytorch Lightning (Bolts)? First It Was Moved From Lightning (
Where did the TrainsLogger go in PyTorch Lightning (Bolts)? First it was moved from Lightning ( from pytorch_lightning.loggers import TrainsLogger ) to Bolts...
3 years ago
0 Votes
10 Answers
595 Views
0 Votes 10 Answers 595 Views
Hello! We Are Trying To Upgrade From Trains Server 15.1 To 16.1 Using Docker, But Are Running Into A Permission Error:
Hello! We are trying to upgrade from Trains server 15.1 to 16.1 using Docker, but are running into a permission error: trains-elastic | "stacktrace": ["org.e...
3 years ago
0 Votes
2 Answers
555 Views
0 Votes 2 Answers 555 Views
Port Remapping Of The Webserver Is Not Supported (Documentation Only Mentions
Port remapping of the webserver is not supported (documentation only mentions 8080 , 8081 and 8008 need to be available)? On our server we have JupyterHub ru...
3 years ago
0 Votes
1 Answers
540 Views
0 Votes 1 Answers 540 Views
Just A Pull Request For A Small Bug Fix Found In 2 Examples:
Just a pull request for a small bug fix found in 2 examples: https://github.com/allegroai/trains/pull/148
3 years ago
0 Votes
7 Answers
581 Views
0 Votes 7 Answers 581 Views
Hello, I'M Trying To Run The Docker-Compose Version Of The Trains-Server, But With The Command
Hello, I'm trying to run the docker-compose version of the trains-server, but with the command sudo docker-compose -f /opt/trains/docker-compose.yml up --bui...
3 years ago
0 Votes
3 Answers
599 Views
0 Votes 3 Answers 599 Views
In Your
In your https://allegro.ai/blog/allegro-trains-v-0-15-release/ , the link to an example of Hyper-Parameter Optimizer ( https://github.com/allegroai/trains/bl...
3 years ago
0 Votes
2 Answers
510 Views
0 Votes 2 Answers 510 Views
Is There An Example (Preferably With Pytorch) That Includes A Validation Split With Tensorboard(X)? The Examples Only Do Train / Test Splits, Which First Do The Whole Train Step, Then Once The Test Step. While The Validate Step Should Be Similar To Test
Is there an example (preferably with PyTorch) that includes a validation split with TensorBoard(X)? The examples only do Train / Test splits, which first do ...
3 years ago
0 Votes
9 Answers
617 Views
0 Votes 9 Answers 617 Views
Hey, I Hope This Is The Right Place To Ask. We'Re A Small Data Science Team That Wants To Log Everything About Our Ml Models. Looking Around On The Internet, Mostly Mlflow Is Being Recommended, But Occasionally The Name Trains Pop-Ups. According To You,
Hey, I hope this is the right place to ask. We're a small Data Science team that wants to log everything about our ML models. Looking around on the internet,...
3 years ago
0 Votes
7 Answers
562 Views
0 Votes 7 Answers 562 Views
The Links To Pytorch Lightning Are Broken In The
The links to PyTorch Lightning are broken in the https://allegro.ai/docs/integrations/integration_pytorch_lightening/ . Both "Use the PyTorch Lightning https...
3 years ago
0 Is There An Example (Preferably With Pytorch) That Includes A Validation Split With Tensorboard(X)? The Examples Only Do Train / Test Splits, Which First Do The Whole Train Step, Then Once The Test Step. While The Validate Step Should Be Similar To Test

Ah I see, it's based on a naming scheme, thanks. Sorry I forgot to link the tutorial I was looking at: https://allegro.ai/docs/examples/frameworks/pytorch/pytorch_tensorboard/

3 years ago
0 Hello, I'M Trying To Run The Docker-Compose Version Of The Trains-Server, But With The Command

The only change I made in the .yml file was:
` ports:

  • "8080:80" to ports:
  • "8082:80" `
    I already had something running on 8080, but since it's the trains-apiserver and not the webserver, this shouldn't be an issue.
3 years ago
0 Hello, I'M Trying To Run The Docker-Compose Version Of The Trains-Server, But With The Command

First I tried without build, but same problem. --build just means that it will re-download all layers instead of using the ones already cached.

3 years ago
0 Hello, I'M Trying To Run The Docker-Compose Version Of The Trains-Server, But With The Command

Exactly, so that remapping of port 8080 should not be the reason for this issue

3 years ago
0 Hello, I'M Trying To Run The Docker-Compose Version Of The Trains-Server, But With The Command

Ah my bad, it seems I had to run
docker-compose -f /opt/trains/docker-compose.yml pullonce. I quickly tried trains like half a year ago, so maybe it was using the old images? However, I thought --build would take care of that.

Now it's working 🙂

3 years ago
0 In Your

Thank you

3 years ago
0 I Want To Upgrade To The Latest Trains 0.15.1, So I Followed The Instructions Under "Upgrading" Here:

It's my colleague's experiment (with scikit-learn), so I'm not sure about the details.

3 years ago
0 Suddenly All Experiments We Try To Log Run Into An Error. I Think It'S A Server Thing At Our Side, Because As Far As I Know Nothing Changed About Trains (We Didn'T Update Or Anything) And Yesterday It Was Working Well. Can Anyone Provide Some Insights At

It seems to be related to trains-apiserver , based on the log inside the Docker compose:

` trains-apiserver | [2020-11-10 04:40:14,133] [8] [ERROR] [trains.service_repo] Returned 500 for queues.get_next_task in 20ms, msg=General data error: err=('1 document(s) failed to index.', [{'index': {'_index': 'queue_metrics_d1bd92a3b039400cbafc60a7a5b1e52b_2020-11', '_type': '_doc', '_id': 'rkh0sHUBwyiZSyeZUAov', 'status': 403, 'error': {'type': 'cluster_block_exception', 'reason': 'index [queu...

3 years ago
0 Pytorch Lightning Question About Logging A Figure. I Have The Following Code:

AgitatedDove14 There is only a events.out.tfevents.1604567610.system.30991.0 file.
If I open this with a text editor, most is unreadable, but I do find a the letters "PNG" close to the name of the confusion matrix. So it looks like the image is encoded inside the TB log file?

3 years ago
0 Pytorch Lightning Question About Logging A Figure. I Have The Following Code:

So if I want it under plots, I would need to call e.g. report_confusion_matrix right?

3 years ago
0 Pytorch Lightning Question About Logging A Figure. I Have The Following Code:

Aah, I couldn't find it under PLOTS, but indeed it's there under DEBUG SAMPLES.

3 years ago
0 Pytorch Lightning Question About Logging A Figure. I Have The Following Code:

AgitatedDove14 TB has the confusion matrix like this:

3 years ago
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