The P3 instances are the first widely and easily accessible machines that use the NVIDIA Tesla V100 GPUs. These GPUs are straight up scary in terms of firepower. To give an understanding of the speed-up compared to the P2 instances for a research project of mine: + P2 (K80) with single GPU: ~95 seconds per epoch + P3 (V100) with single GPU: ~20 seconds per epoch Admittedly this isn't exactly fair for either GPU - the…
I can't easily find pricing information on the P3 instances. Have you come across a simple table with the prices?
Introducing Amazon EC2 P3 Instances
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Re: Introducing Amazon EC2 P3 Instances
#32The P3 instances are the first widely and easily accessible machines that use the NVIDIA Tesla V100 GPUs. These GPUs are straight up scary in terms of firepower. To give an understanding of the speed-up compared to the P2 instances for a research project of mine: + P2 (K80) with single GPU: ~95 seconds per epoch + P3 (V100) with single GPU: ~20 seconds per epoch Admittedly this isn't exactly fair for either GPU - the…
I can't easily find pricing information on the P3 instances. Have you come across a simple table with the prices?
Re: Introducing Amazon EC2 P3 Instances
#33Re: Introducing Amazon EC2 P3 Instances
#34Earlier quoted context omitted.
I can't easily find pricing information on the P3 instances. Have you come across a simple table with the prices?
showing up for me on https://aws.amazon.com/ec2/pricing/ for each of On-Demand Instances, Reserved Instances, Spot Instances, and Dedicated Hosts pricing lists. Are you selecting the regions where this is available - US East (N. Virginia), US West (Oregon), EU West (Ireland) and Asia Pacific (Tokyo)?
Re: Introducing Amazon EC2 P3 Instances
#35More details in my blog post at https://aws.amazon.com/blogs/aws/new-amazon-ec2-instances-wi...
Re: Introducing Amazon EC2 P3 Instances
#36...advanced workloads such as machine learning (ML), high performance computing (HPC), data compression, and crypto__________.
Re: Introducing Amazon EC2 P3 Instances
#37Price: p3.2xlarge - $3/hr, p3.8xlarge - $12/hr, p3.16xlarge - $25/hr These look very good for half precision training
Come on, no one with any sense pays the on demand price for these things. Watch the spots.
Re: Introducing Amazon EC2 P3 Instances
#38Earlier quoted context omitted.
Per the marketing material it's up to a PFLOP of mixed precision (is that the same as just saying "half precision"? or is it 8 bit?) for $25/hour. I can easily see people paying full price for that. Still, spot price is currently $2.40.
It must be a misplaced comma. 15.7 single precision can never translate to 125 mixed.
Re: Introducing Amazon EC2 P3 Instances
#39An exaflop of mixed-precision compute for $250M over 3 years. That’s ballpark what the HPC community is paying for their exaflop-class machines. You’d still build your own for that money, I think, but it’s an interesting datapoint.