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Questions with tag mlops

Questions with tag mlops

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0 Votes
9 Answers
981 Views
0 Votes 9 Answers 981 Views
Is there a way to interface with ClearML agent (CLI?) to handle model repositories and data versioning (but so, not experimentation, tight integration, pipel...
3 years ago
0 Votes
8 Answers
1K Views
0 Votes 8 Answers 1K Views
what is the python version an agent runs a task with? the one the agent was launched with, or the task? i.e. if Iaunch an agent with python 3.8.5, but a task...
3 years ago
0 Votes
6 Answers
939 Views
0 Votes 6 Answers 939 Views
Hi there. I'm following the training instructions for testing clearml agent ( https://allegro.ai/clearml/docs/docs/tutorials/tutorial_tuning_exp.html#step-3-...
3 years ago
0 Votes
5 Answers
978 Views
0 Votes 5 Answers 978 Views
Hi again, it seems like the aws autoscaler is not spinning instances with the EBS configuration I configured. Here is the configuration: resource_configurati...
3 years ago
0 Votes
0 Answers
1K Views
0 Votes 0 Answers 1K Views
Hi all, Would it be possible to make the aws autoscaler log each scale in/out operation in the console to help debugging/understanding the course of events?
3 years ago
0 Votes
17 Answers
910 Views
0 Votes 17 Answers 910 Views
Hi there, I have a problem with PyJWT: I am using trains==0.16.4 and trains-agent==0.16.3 in my agents. I installed PyJWT==1.7.1 in the agent (through extra_...
3 years ago
0 Votes
32 Answers
21K Views
0 Votes 32 Answers 21K Views
Very weird error, trying to run an experiment through an agent in docker mode, and I get this error docker: Error response from daemon: create /home/elior/De...
3 years ago
0 Votes
4 Answers
913 Views
0 Votes 4 Answers 913 Views
Hey there, happy new year to all of you 🍾 I have several tasks that are stuck while training a model with pytorch/ignite, more precisely right after uploadi...
3 years ago
0 Votes
11 Answers
1K Views
0 Votes 11 Answers 1K Views
Continuing on https://allegroai-trains.slack.com/archives/CTK20V944/p1607012505242500 we'd like to minimize startup time for the agent-started experiments si...
3 years ago
0 Votes
9 Answers
1K Views
0 Votes 9 Answers 1K Views
Hey, great Product! I've installed trains agent on a python3 venv, but when I run a script on the worker, it calls python2 instead of python 3. How to change...
3 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
Dear , We are happy to announce that we will be officially changing the Trains product name. The official announcement will be made in January, but we wanted...
3 years ago
0 Votes
5 Answers
895 Views
0 Votes 5 Answers 895 Views
Hi guys, I would like to start using the AWS autoscaler shipped in trains. I need to create a IAM user to get and I would like to know what are the minimal p...
3 years ago
0 Votes
5 Answers
874 Views
0 Votes 5 Answers 874 Views
Hi! In my project I need to run a lot of experiments on different subsets of my trainset, collect score and perform some calculations based on it. I have mai...
3 years ago
0 Votes
4 Answers
925 Views
0 Votes 4 Answers 925 Views
Hi, I was running a trains agent (version 1.16.1 ) on a remote machine. I notice that even if in the trains.conf agent.git_user, agent.git_pass was set, the ...
4 years ago
0 Votes
18 Answers
929 Views
0 Votes 18 Answers 929 Views
Hello there, I would like to do run cleanup code in case the user aborts one task from the dashboard (the agent is not using the task in docker). What signal...
4 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
4 years ago
0 Votes
7 Answers
964 Views
0 Votes 7 Answers 964 Views
Hi
Hi AgitatedDove14 , I'd appreciate your thoughts on trains-agent on the following topic. To run an experiment by a trains-agent , it must have already been r...
4 years ago
0 Votes
8 Answers
952 Views
0 Votes 8 Answers 952 Views
Quick question on trains-agent and HPO. Say I have 10 experiments enqueued to a trains-agent . I understand the agent runs the experiment one-by-one. But can...
4 years ago
0 Votes
2 Answers
1K Views
0 Votes 2 Answers 1K Views
4 years ago
0 Votes
21 Answers
955 Views
0 Votes 21 Answers 955 Views
4 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
4 years ago
0 Votes
29 Answers
974 Views
0 Votes 29 Answers 974 Views
4 years ago
0 Votes
4 Answers
929 Views
0 Votes 4 Answers 929 Views
Hey there, is there a way to access the trains configuration programmatically at runtime in a task (the configuration that is dumped by the agent in the logs...
4 years ago
0 Votes
4 Answers
1K Views
0 Votes 4 Answers 1K Views
Hi, I'm using the dockerized version of trains get an understanding of trains. While trying to play with the trains.conf settings in ~/trains.conf I got in a...
4 years ago
0 Votes
23 Answers
1K Views
0 Votes 23 Answers 1K Views
4 years ago
0 Votes
5 Answers
928 Views
0 Votes 5 Answers 928 Views
4 years ago
0 Votes
1 Answers
1K Views
0 Votes 1 Answers 1K Views
Hi guys, Firstly, thank you for your efforts and your support. I'm trying to use allegro trains to handle the experiments of a git repo. The repo is structur...
4 years ago
0 Votes
3 Answers
915 Views
0 Votes 3 Answers 915 Views
Sorry for the bombarding with errors.. but here comes another one 🙂 I have torch installed locally (through the transformers library) and when sending it to...
4 years ago
0 Votes
6 Answers
1K Views
0 Votes 6 Answers 1K Views
hey, trying to use trains-agent to run an experiment on my computer. when trying to execute a job from the queue on my agent im getting an error that numpy i...
4 years ago
0 Votes
0 Answers
1K Views
0 Votes 0 Answers 1K Views
i am using 0.16.1 version of server and 0.16.2 version of agent
4 years ago
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