Continuous Machine Learning (CML, cml.dev) is a set of open-source scripts and tools to automate machine learning tasks and workflow with existing CI/CD systems like Github actions or Gitlab CI/CD.
Questions tagged [cml]
8 questions
4
votes
1 answer
Git rebase inside github actions
I have set up a GitHub action that is supposed to change the commit it was started on.
This looks something like
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
with:
fetch-depth: 0
-…
PythonF
- 456
- 1
- 5
- 21
3
votes
1 answer
Not able to update experiment metrics from iterative.ai studio
I have DVC and gitlab-ci integrated using CML and with studio as well. But whenever I run an experiment from studio dashboard, the new experiment appears on the dashboard but metrics don't get updated in git and thus in studio dashboard as well. But…
Shabbir Bawaji
- 115
- 1
- 1
- 8
2
votes
1 answer
Continuous Machine Learning pipeline broken by tensorflow requirements installation
I am doing Continuous Machine Learning (https://cml.dev/) on my own GitLab server. My goal is to test the basic Continuous Machine Learning pipeline with python script as an example.
My .gitlab-ci.yml file is a basic one:
stages:
- cml_run
cml:
…
Artem
- 79
- 9
1
vote
0 answers
How track model artifacts via dvc preferably in remote location?
I have been running experiments in aws. all my data and models are in s3 buckets, all in the same bucket, just different prefix/folders. I don't necessarily need to download the models, as they are hosted in aws. based on the docs , provided at…
arve
- 569
- 2
- 10
- 27
1
vote
1 answer
How to configure vpc/subnets for ec2 instances via cml runner in aws?
I am setting up a workflow via dvc(https://dvc.org/) and CML (https://cml.dev/) in aws. I am gitlab user. based on documentation provided in CML, cml runner can provision ec2 instances in aws and run training and processing job. how can i pass…
kyagu
- 155
- 2
- 11
1
vote
2 answers
How do I get rid of the http error when I try to cml send comment
this is the .yaml I'm using to run and output a comment with cml
name: CNN
on: [push]
jobs:
run:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2
- uses: actions/setup-python@v2
- uses: iterative/setup-cml@v1
-…
CAMouflage10
- 11
- 2
0
votes
0 answers
ContextMapper to JDL using JHipster - incomplete jdl file creation
CML to JDL file using JHipster is not working and the file that is generated using the templates are incomplete
below the details of the code
The CML file that I used for this JDL generation is…
Ganesh K Thiagarajan
- 26
- 2
-2
votes
1 answer
How to configure/track data with dvc?
I'm tying out DVC (https://dvc.org/) , based on the docs provided , i followed the sample, with following commands (see below) . I created a folder called storage and ran => dvc add storage.
now if i started adding data or csv , for example…
haju
- 95
- 6