MXNet vs PyTorch comparison

 

Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

MXNet
Ranking in AI Development Platforms
18th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
PyTorch
Ranking in AI Development Platforms
10th
Average Rating
8.6
Number of Reviews
6
Ranking in other categories
No ranking in other categories
 

Market share comparison

As of June 2024, in the AI Development Platforms category, the market share of MXNet is 0.4% and it decreased by 30.8% compared to the previous year. The market share of PyTorch is 0.7% and it decreased by 55.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Development Platforms
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Featured Reviews

PM
Mar 27, 2024
Allows us to do batched mode, distributed data parallelism, and model parallelism but somewhat complicated for a beginner
PyTorch could make certain things more obvious. Even though it does make things like defining loss functions and calculating gradients in backward propagation clear, these concepts may confuse beginners. We find that it's kind of problematic. Despite having methods called on loss functions during backward passes, the oral documentation for beginners is quite complex. So, it is somewhat complicated for a beginner to learn how to use PyTorch. If you refer to the original documentation, there are numerous examples. And as PyTorch has become very popular compared to Tensorflow in the last couple of years, there are many resources available, making it easier for us to adopt.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pricing and Cost Advice

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"PyTorch is open source."
"It is free."
"PyTorch is open-sourced."
"PyTorch is an open-source solution."
"It is free."
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Top Industries

By visitors reading reviews
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Manufacturing Company
23%
Computer Software Company
11%
Educational Organization
8%
University
8%
 

Company Size

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Large Enterprise
Midsize Enterprise
Small Business
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Questions from the Community

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What is your experience regarding pricing and costs for PyTorch?
PyTorch is open-sourced. It is a versatile tool. We can get everything online. We can get paid support if we need it.
What needs improvement with PyTorch?
I've had issues with stability when I use a lot of data and try out different combinations of modeling techniques. I would also like to see some improvement in parallel processing. We can take adva...
 

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Sample Customers

Pioneer, nvidia, acer, dely, gumgum, ciao, affable, intel, clusterone, europace, comet, magnet, basler
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