Software Alternatives, Accelerators & Startups

AWS DeepComposer VS Google Cloud TPU

Compare AWS DeepComposer VS Google Cloud TPU and see what are their differences

AWS DeepComposer logo AWS DeepComposer

AWS DeepComposer gives developers of all skill levels a creative way to experience machine learning. Get hands-on, literally, with a musical keyboard and the latest machine learning techniques to compose your own music.

Google Cloud TPU logo Google Cloud TPU

Custom-built for machine learning workloads, Cloud TPUs accelerate training and inference at scale.
  • AWS DeepComposer Landing page
    Landing page //
    2023-04-25
  • Google Cloud TPU Landing page
    Landing page //
    2023-08-19

AWS DeepComposer videos

Announcing AWS DeepComposer with Dr. Matt Wood, feat. Jonathan Coulton

More videos:

  • Demo - AWS DeepComposer Demo
  • Review - MACHINE LEARNING GENERATED MUSIC - Introduction to AWS DeepComposer

Google Cloud TPU videos

No Google Cloud TPU videos yet. You could help us improve this page by suggesting one.

+ Add video

Category Popularity

0-100% (relative to AWS DeepComposer and Google Cloud TPU)
AI
100 100%
0% 0
Data Science And Machine Learning
Music
100 100%
0% 0
Data Dashboard
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, Google Cloud TPU should be more popular than AWS DeepComposer. It has been mentiond 5 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AWS DeepComposer mentions (2)

  • Beginning the Journey into ML, AI and GenAI on AWS
    AWS provides various services for Machine Learning and Artificial Intelligence, including Amazon SageMaker, AWS DeepLens, AWS DeepComposer, Amazon Forecast and more. Familiarize yourself with the services available to determine which ones suit your specific needs. - Source: dev.to / 4 months ago
  • AWS Machine Learning Tools in 2021
    With AWS DeepComposer, you get an AI-enabled keyboard that transforms your melodies into unique songs with the help of Machine Learning models. While this goes astray of the well-known way artists create music, it can lead to new songwriting ways. - Source: dev.to / about 3 years ago

Google Cloud TPU mentions (5)

  • Pathways Language Model (Palm): 540B Parameters for Breakthrough Perf
    According to https://cloud.google.com/tpu, each individual TPUv3 has 420 Teraflops, and TPUv4 is supposed to double that performance, so if that guess is correct, it should take a few seconds to do inference. Quite impressive really. - Source: Hacker News / about 2 years ago
  • The AI Research SuperCluster
    You can also rent a cloud TPU-v4 pod (https://cloud.google.com/tpu) which 4096 TPUv-4 chips with fast interconnect, amounting to around 1.1 exaflops of compute. It won't be cheap though (excess of 20M$/year I believe). - Source: Hacker News / over 2 years ago
  • Stadia's future includes running the backend of other streaming platforms, job listing reveals
    Actually, that's done with TPUs which are more efficient: https://cloud.google.com/tpu. Source: almost 3 years ago
  • Nvidia CEO: Ethereum Is Going To Be Quite Valuable, Transactions Will Still Be A Lot Faster
    TPU training uses Google silicon and is thus a true deep learning alternative to Nvidia. Source: almost 3 years ago
  • Server Question
    The server choice really depends on how much CPU and RAM the requests take, how many users will be hitting the server, etc. You can start with a $5/month Digital Ocean server (or AWS or Google) and see if that works for you. Or you can outsource the server administration to Amazon or Google if you don't want to deal with it or need specialized tpu hardware. Source: about 3 years ago

What are some alternatives?

When comparing AWS DeepComposer and Google Cloud TPU, you can also consider the following products

AWS DeepLens - Deep learning enabled video camera for developers

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

AWS DeepRacer - A 1/18th scale race car to learn machine learning 🚗

machine-learning in Python - Do you want to do machine learning using Python, but you’re having trouble getting started? In this post, you will complete your first machine learning project using Python.

Amazon CodeGuru - Amazon CodeGuru is a machine learning service for automated code reviews and application performance recommendations.

Amazon Forecast - Accurate time-series forecasting service, based on the same technology used at Amazon.com. No machine learning experience required.