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LazyLeopard18
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6 Questions, 27 Answers
  Active since 10 January 2023
  Last activity one year ago

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27 × Eureka!
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11 Answers
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0 Votes 11 Answers 576 Views
3 years ago
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3 years ago
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17 Answers
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3 years ago
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Upon calling Task.init(), I get below error: Failed getting token (error 401 from http://localhost:8008 ): Unauthorized (invalid credentials) (failed to loca...
3 years ago
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4 Answers
498 Views
0 Votes 4 Answers 498 Views
Anyone deployed trains on azure, I am interested to know about your experience.
3 years ago
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9 Answers
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0 Votes 9 Answers 477 Views
Is trains adaptable for federated learning scenarios?
3 years ago
0 Is Trains Adaptable For Federated Learning Scenarios?

Federated learning is about sending code to where data exists, training local models and aggregating them in a central place.
Can existing design support this or extensions need to be built?

3 years ago
0 Is Trains Adaptable For Federated Learning Scenarios?

For now I am trying to achieve (1). But the goal is (2)

3 years ago
0 Is Trains Adaptable For Federated Learning Scenarios?

Is there documentation for (2) available for evaluation?

3 years ago
0 I Am Looking For A "Hello World" Example To Do 3 Tasks: Data=Preprocessdata() //Local Processing Model=Trainmodel(Data) // On Cloud Processing On A Custom Container Say Using Pytorch Or Keras Results=Evaluatemodel(Model, Testdata) //Local Processing

I have ~100GB of data that I do not wish to upload to the trains-server. Instead, I would like to have them copied only to host machine (azure container) at training time.
The data is in Azure blob storage and will be copied using a custom script just before training starts.

3 years ago
0 Trains[Azure] Install - Azure Dependencies Not Latest. Trains Depends On Older Version Of Azure Python Sdk. My Project Already Has Dependency On The Latest Version. How Can This Be Resolved? Installing Collected Packages: Azure-Storage-Common, Azure-Stor

Also, each task might need its own configuration. Data are usually stored in multiple containers. Rather than a single configuration, there should be possibility to do it per task.

3 years ago
0 Having Issues Running Trains-Server On Win10. Trains-Elastic Exited With Code 137 Trains-Mongo Exited With Code 100 Trains-Apiserver Exited With Code 1 Some Errors=> Requests.Exceptions.Connectionerror: Httpconnectionpool(Host='Elasticsearch', Port=9200

trains-apiserver | [2020-07-10 13:33:29,269] [8] [ERROR] [trains.updates] Failed obtaining updates
trains-apiserver | Traceback (most recent call last):
trains-apiserver | File "/opt/trains/server/updates.py", line 96, in _check_updates
trains-apiserver | response = self._check_new_version_available()
trains-apiserver | File "/opt/trains/server/updates.py", line 48, in _check_new_version_available
trains-apiserver | uid = Settings.get_by_key("server.uuid")
trains-apiserver | Fil...

3 years ago
0 Anyone Deployed Trains On Azure, I Am Interested To Know About Your Experience.

I use AzureML, and like to try trains.
First, how to setup trains-server on Azure.
And then...
AzureML allows to trains on low prio clusters.
How can I configure and setup low prio training clusters and connect them to trains.

3 years ago
0 Is Trains Adaptable For Federated Learning Scenarios?

Would be nice to have a reference implementation

3 years ago