Picsellia
  • Picsellia
  • Getting started
    • Start using Picsellia
    • Create, annotate, review a Dataset
    • Create a new Dataset Version with merged labels
    • Train a custom Object Detection model
    • Train a custom Classification model
    • Deploy model in production (Tensorflow only)
    • Feedback loop - Send predictions from models to Datalake or Datasets
  • Data Management
    • Upload assets to your Lake
    • Edit Tags for Pictures
    • Create a Dataset
    • Add data to a Dataset
    • Create a new Dataset version
    • Configure your Labels
    • Import annotation from other Dataset version
  • Experiment Tracking
    • Initialize an experiment
    • Checkout an experiment
    • Log your results to Picsell.ia
    • Store your files to Picsell.ia
    • Evaluate your models
    • Retrieve and update your assets
    • Publish your model
    • Namespace
  • Hyperparameter tuning
    • Overview
    • Install Picsell CLI
    • Config
    • Launch your Hyperparameters tuning
  • Models
    • Model HUB
  • References
    • API Reference
    • Python SDK Reference
    • Python Training Reference
  • Organization
  • Website
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On this page
  • 1 . Overview
  • 2 . Visualizing the script to run
  • 3 . Initialize the CLI
  • 4 . Launch your sweeps

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  1. Hyperparameter tuning

Launch your Hyperparameters tuning

PreviousConfigNextModels

Last updated 4 years ago

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1 . Overview

Once your Scan have been well configured you will be able to visualize all the Runs created on your Scan dashboard.

Here you can see that we created a 8 runs Scan in order to find the best learning_rate for our training, by trying to optimize the rmse value of our final model.

As no Runs have been launched for now, there are all in a waiting mode.

2 . Visualizing the script to run

Next to Stop Scan, your can see a python filename , visualize it by clicking on it, it's the python script that you chose to run for your scan.

3 . Initialize the CLI

Go on your best terminal and just type :

picsell init scan YOUR_SCAN_ID

You can find you scan ID on the Scan page shown below

You should see this type of message

4 . Launch your sweeps

picsell launch scan YOUR_SCAN_ID

If you don't have NVIDIA gpu drivers installed on your machine, please set the -g flag to false 

picsell launch scan YOUR_SCAN_ID -g false

If you want the Picsell CLI to automatically receive the next run to launch, please don't kill this terminal :)

Prerequisite : :)

Install Picsell CLI