Ever had a laptop 💻 which is not powerful enough to run your models , forget about it and use Cloud GPUs ☁️ to train your model faster and cheaper cuz its raining 💦 Cloud GPUs

• Also get to know where you can deploy your model to serve millions of people

• Check out the free credits and Perks/offer section to get some free gpu hours

Last updated : 17 October 2020

Have an idea and want to serve to world 🌎 , create a Webapp and deploy it as a flask , Django etc

If you are a student or researcher you can get extra credts , contact the provider

• Paperspace provides $10 of free Gradient° credit fast.ai link
• Do you have a GPU lying around rent your machine to Earn money using Vast.ai*
• Test Drive Nvidia GPU link
• Google Cloud Research program - gives $5000+ credits link
• AWS Cloud Credits for Research -link
• Nvidia GPU Grant Program- link
• If you are a Startup then google has you covered wth Startup Program giving you credits from $1000 to $100000 - link
• Google giving cluster of 1000 TPUs to researcher In total, this cluster delivers a total of more than 180 petaflops of raw compute power! techcrunch link - application link
• Google cloud Education Grant - link
• Github Education pack - along with many offers has upto $110 credits for AWS - link
• Watch out on fast.ai Forums to get coupon code for free credits
• Valohai gives you an researcher license for students and researchers
• Want to use a Super Computer but don't have one, go for Golem - Golem is a decentralized marketplace for computing power. It enables CPUs and GPUs to connect in a peer-to-peer network, enabling both application owners and individual users to rent resources from other users machines, so turbo charge your next model training.
• Hostkey provides grants for research, startups and competition winners link

• Google colab and Kaggle kernels have limited session time

• Most of the gpu providers run on top of AWS , GCP etc so may have more or less same pricing as the latter

• Information given above is best to my searching ability , you may recheck with the provider for pricing and other info

• license

• Check out my other repo where I put together Awesome google colab notebook - link

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