OpenAI API vs. Pytorch

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
OpenAI API
Score 9.6 out of 10
N/A
OpenAI headquartered in San Francisco, aims to ensure that artificial general intelligence benefits all of humanity. OpenAI’s API provides access to GPT-3, which performs a wide variety of natural language tasks, and Codex, which translates natural language to code.
$0
per  1K tokens
Pytorch
Score 9.3 out of 10
N/A
Pytorch is an open source machine learning (ML) framework boasting a rich ecosystem of tools and libraries that extend PyTorch and support development in computer vision, NLP and or that supports other ML goals.N/A
Pricing
OpenAI APIPytorch
Editions & Modules
Ada
$0.0008
per  1K tokens
Babbage
$0.0012
per  1K tokens
Curie
$0.0060
per  1K tokens
Davinci
$0.0600
per  1K tokens
No answers on this topic
Offerings
Pricing Offerings
OpenAI APIPytorch
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
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User Ratings
OpenAI APIPytorch
Likelihood to Recommend
10.0
(1 ratings)
9.4
(5 ratings)
User Testimonials
OpenAI APIPytorch
Likelihood to Recommend
OpenAI
Evolving own Business.
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Open Source
They have created Pytorch Lightening on top of Pytorch to make the life of Data Scientists easy so that they can use complex models they need with just a few lines of code, so it's becoming popular. As compared to TensorFlow(Keras), where we can create custom neural networks by just adding layers, it's slightly complicated in Pytorch.
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Pros
OpenAI
  • Codes
  • Text
  • Images
  • Sound
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Open Source
  • Provides Benchmark datasets to test your custom algorithm
  • Provides with a lot of pre-coded neural net components to use for your flow
  • Gives a framework to write really abstract code.
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Cons
OpenAI
  • Restrictions are sometimes too strong
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Open Source
  • Distributed data parallel still seems to be complicated
  • Support for easy deployment to servers
  • Torchvision to have support for latest models with pertained weights
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Alternatives Considered
OpenAI
Due to in part of difficult situation, OpenAI recognizes me as a researcher and supports my projects.
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Open Source
As I described in previous statements, Pytorch is much better suited than TensorFlow from a software development look. This Pythonic idea was then taken and repeated by all the other frameworks. You can get to better performance models by better understanding the deep learning model code, so I think the choice of Pytorch is easy and simple.
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Return on Investment
OpenAI
  • Big question about functionality
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Open Source
  • I'd estimate I can build a model 50% faster on pytorch vs other frameworks
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