About Valohai

Valohai is a deep learning management platform that helps enterprises to automate deep learning infrastructure. The platform enables data scientists to manage machine orchestration, version control and data pipelines.

Valohai offers a host of features including parallel hypermeter sweeps, custom scripts, training sessions visualization, data exploration, Jupyter Notebook extension, deployment and production monitoring. The platform allows users to build models with multiple central processing units (CPUs) or graphics processing units (GPUs) on cloud or on-premise environments. Users can also create an audit trail with built-in version control for data input, training algorithms and environments.

Valohai includes automatic version control, which enables users to manage deployment, training, experiments reproduction and compliance issues. Multiple project administration tools help team leaders manage collaboration, share projects, assign members, track experiment progress, and view real-time data models. The solution integrates with various third-party applications including Microsoft Excel, Jupyter, SQL, pandas, Darknet, PYTORCH, Amazon Web Services, Docker, Google Cloud and Microsoft Azure.

Pricing starting from:

US$649,00/month

  • Free Version
  • Free Trial
  • Subscription

Key benefits of Valohai

- Data scientists can concentrate on building models while Valohai takes care of the MLOps
- Full and automatic version control for the models
- Automatic machine orchestration
- Pipeline management

Devices

Business size

S M L

Markets

Canada, Germany, Finland, United States

Supported Languages

English

Pricing starting from:

US$649,00/month

  • Free Version
  • Free Trial
  • Subscription

Images

Valohai Software - MNIST digit detection using TensorFlow lets users analyze codes and run scripts
Valohai Software - The execution section allows users to manage tasks, repositories, settings and collaborators
Valohai Software - The new project homepage lets users add URLs, references, SSH private keys, and more
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Valohai video
Valohai Software - MNIST digit detection using TensorFlow lets users analyze codes and run scripts Valohai Software - The execution section allows users to manage tasks, repositories, settings and collaborators Valohai Software - The new project homepage lets users add URLs, references, SSH private keys, and more

Features

Total features of Valohai: 36

  • API
  • Activity Tracking
  • Application Management
  • Compliance Management
  • Configurable Workflow
  • Configuration Management
  • Convolutional Neural Networks
  • Cost Analysis
  • Data Capture and Transfer
  • Data Extraction
  • Data Mapping
  • Data Profiling
  • Data Visualization
  • Deep Learning
  • Demand Forecasting
  • Document Classification
  • Image Analysis
  • ML Algorithm Library
  • Model Training
  • Monitoring
  • Natural Language Processing
  • Neural Network Modeling
  • Predictive Analytics
  • Predictive Modeling
  • Progress Tracking
  • Project Tracking
  • Real Time Data
  • Real Time Monitoring
  • Self-Learning
  • Statistical Modeling
  • Templates
  • Third Party Integrations
  • Training Management
  • Version Control
  • Visual Analytics
  • Visualization

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Reviews

Overall rating

4,8 /5
(8)
Value for Money
4,8/5
Features
4,3/5
Ease of Use
4,8/5
Customer Support
5/5

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Showing 5 reviews of 8
Ari B.
Overall rating
  • Industry: Human Resources
  • Company size: 11-50 Employees
  • Used Daily for 6-12 months
  • Review Source

Overall rating

  • Value for Money
  • Ease of Use
  • Customer Support
  • Likelihood to recommend 10.0 /10

Valohai allows us to adapt the best ML practices and scale

Reviewed on 2018/10/18

Pros

Valohai is a reliable platform for doing ML that works, it is easy to start using it and it is now a key piece of our data stack. We use it to scale our ML models, track experiment versions, performance and models. I can now feel reassured that I can scale to a growing volume of data and on-board new team members easily. The customer support has been excellent!

Cons

I still find it tricky to combine multiple steps and executions into a pipeline with dependencies. I currently rely on Airflow for doing that and thanks to their API I can still hack it myself. I wish there would be a more developed documentation but you can still rely on a fast customer support if you have any question.

Paul P.
Overall rating
  • Industry: Computer Software
  • Company size: 2-10 Employees
  • Used Daily for 6-12 months
  • Review Source

Overall rating

  • Value for Money
  • Ease of Use
  • Customer Support
  • Likelihood to recommend 10.0 /10

Mandatory ML Ops platform for today's ML teams

Reviewed on 2021/01/14

Pros

Valohai helps us streamline our Machine Learning model development. All the features are thoroughly tested and they are very fast in releasing new features requested by the customers.

The customer support is stellar and they go above and beyond to get you up and running fast.

Cons

None yet, still looking to find the first bug in their platform.

Mikael L.
Overall rating
  • Industry: Information Technology & Services
  • Company size: 201-500 Employees
  • Used Daily for 6-12 months
  • Review Source

Overall rating

  • Ease of Use
  • Customer Support
  • Likelihood to recommend 10.0 /10

Great Interface for Scalable Machine Learning Jobs

Reviewed on 2018/10/17

Convenient way to deploy Tensorflow code for shared use between client and internal staff.

Convenient way to deploy Tensorflow code for shared use between client and internal staff.

Pros

Interface is simple and straightforward; its easy to define jobs using the yaml files and creating jobs is even easier using the we interface. Burning money on AWS has never been so easy :-)

Cons

Sometimes error messages are confusing. Minor interface gaps.

Response from Valohai

Thank you for the high remarks!

Verified Reviewer
Overall rating
  • Industry: Information Technology & Services
  • Company size: 2-10 Employees
  • Used Weekly for 2+ years
  • Review Source

Overall rating

  • Value for Money
  • Ease of Use
  • Customer Support
  • Likelihood to recommend 10.0 /10

Automated deep learning pipelines

Reviewed on 2018/10/17

Valohai is one of the most production ready DL versioning tools in the market.

Valohai is one of the most production ready DL versioning tools in the market.

Pros

Valohai makes is super easy to build automated deep learning pipelines and handle automatically the version control of the experiments.

Cons

Standalone app with desktop notifications would be nice.

Response from Valohai

Thank you for the awesome review!

Ryan P.
Overall rating
  • Industry: Computer Software
  • Company size: 2-10 Employees
  • Used Monthly for 6-12 months
  • Review Source

Overall rating

  • Value for Money
  • Ease of Use
  • Customer Support
  • Likelihood to recommend 9.0 /10

A Great Product for Collaboration, Traceability, and Control

Reviewed on 2018/11/13

The team behind Valohai is excellent! They have helped improve our throughput time, and the tool...

The team behind Valohai is excellent! They have helped improve our throughput time, and the tool has helped with traceability for both optimizing our models and rolling-back production models in case of poor results in a deployment.

Pros

Valohai allows us to collaborate with our machine learning code and data sources, as opposed to everything on individual computers with shared copies. In addition, there is a major benefit of traceability by storing each training we run. My favorite thing, though, is the control and monitoring from a web browser, meaning, we can stop/start/re-train executions from a mobile phone, allowing ease of use and flexibility (e.g. I can update a training execution while sitting in a train).

Cons

While I do like that we get plots of our training, such as accuracy or loss, additional plotting functionality could be utilized so we can better decide when to update our hyper-parameters.

Response from Valohai

Thank you! Very much humbled for your kind words!

Showing 5 reviews of 8 Read all reviews

Valohai FAQs

Below are some frequently asked questions for Valohai.

Valohai offers the following pricing plans:

  • Starting from: US$649,00/month
  • Pricing model: Free Version, Subscription
  • Free Trial: Available

Free tier with history up to 10 experiments. Premium: $649/user/month - adds version control and team collaboration. Contact Valohai for tailored Enterprise pricing.

Valohai has the following typical customers:

2-10, 11-50, 51-200, 201-500, 501-1 000, 1 001+

Valohai supports the following languages:

English

Valohai supports the following devices:

Valohai integrates with the following applications:

Google Cloud Monitoring API, Microsoft Azure

Valohai offers the following support options:

Email/Help Desk, FAQs/Forum, Knowledge Base, Phone Support, 24/7 (Live rep)

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