AWS
aws.amazon.com › amazon ec2 › instance types › g5 instances
Amazon EC2 G5 Instances | Amazon Web Services
1 week ago - You can deploy ML models on G5 instances using Amazon SageMaker a fully managed service for building, training, and deploying ML models. Instantly get access to the AWS Free Tier.
Vantage
instances.vantage.sh › aws › ec2 › g5.xlarge
g5.xlarge pricing and specs - Vantage
The g5.xlarge instance is in the GPU instance family with 4 vCPUs, 16 GiB of memory and up to 10 Gibps of bandwidth starting at $1.006 per hour.
Benchmarking Inexpensive AWS Instances
Here's the data formatted in table for easier viewing: AWS Instances Instance Type | Cores | RAM | GPU | Prompt Eval Rate (tokens/s) | Eval Rate (tokens/s) | Price ($/hr) | Price ($/mo) | c7g.8xlarge | 32 | 64GB | - | 38.38 | 25.07 | 1.27 | 941.16 | r6g.4xlarge | 16 | 128GB | - | 10.15 | 8.29 | 0.88 | 657.10 | g4dn.xlarge | 4 | 16GB | 16GB | 222.23 | 41.71 | 0.58 | 434.50 | g4dn.2xlarge | 8 | 32GB | 32GB | 214.25 | 41.74 | 0.84 | 621.24 | g5.xlarge | 4 | 16GB | 24GB | 624.29 | 68.08 | 1.12 | 831.05 | g5.2xlarge | 8 | 32GB | 24GB | 624.48 | 66.67 | 1.35 | 1,000.96 Vs Local Machines Machine Type | Cores | RAM | GPU | Prompt Eval Rate (tokens/s) | Eval Rate (tokens/s) | M2 MacMini | - | 8GB | <8GB | 66.38 | 18.33 | M1 MacBook Air | - | 16GB | <16GB | 71.58 | 11.46 | Home PC w/RTX 3080 | - | 64GB | 10GB | 185.67 | 83.79 More on reddit.com
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June 10, 2024[D] Which EC2 instance types do you use for training neural nets?
G5 gives a pretty good cost/computing power balance. There are multi-GPU g5 options as well, which is what I tend to use myself. Unless you are using the really big instances for a large distributed job and need features like elastic fabric adapter, then look at p3dn or p4d, I would stay away from the p instances since they are much more expensive. I haven’t used trainium, and while it does seem cheaper, it seems like you have to compile your model to use it, so check that whatever you are training is supported before you burn a bunch of time trying to compile it. More on reddit.com
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March 1, 2023Videos
AWS
aws.amazon.com › amazon ec2 › pricing › on-demand pricing
EC2 On-Demand Instance Pricing
1 week ago - The hourly price for EBS-optimized instances is in addition to the hourly usage fee for supported instance types. All In-use and Idle Elastic IP addresses are charged. To see public IPv4 address prices, visit the VPC pricing page. Except as otherwise noted, our prices are exclusive of applicable taxes and duties, including VAT and applicable sales tax. For customers with a Japanese billing address, use of AWS is subject to Japanese Consumption Tax.
Vantage
instances.vantage.sh › aws › ec2 › g5.4xlarge
g5.4xlarge pricing and specs - Vantage
The g5.4xlarge instance is in the GPU instance family with 16 vCPUs, 64 GiB of memory and up to 25 Gibps of bandwidth starting at $1.624 per hour.
Economize
economize.cloud › resources › aws › pricing › ec2 › g5.2xlarge
g5.2xlarge pricing: $884.76 monthly - AWS EC2
1 week ago - The g5.2xlarge instance is in the g5 family with 8 vCPUs and 32 GiB of memory, priced from $1.21/hr or $884.76/mo.
EC2 Pricing Calculator
costcalc.cloudoptimo.com › aws-pricing-calculator › ec2 › g5.8xlarge
g5.8xlarge Pricing and Specs: AWS EC2
The g5.8xlarge instance is part of the g5 series, featuring 32 vCPUs and 25 Gigabit of RAM, with Gpu Instances. It is available at a rate of $2.4480/hour. Price / HourN.
Amazon Web Services
amazonaws.cn › home › amazon ec2 › amazon ec2 g5 instances
Amazon EC2 G5 Instances
1 week ago - With G5 instances, machine learning customers get high performance and cost-efficient infrastructure to train and deploy larger and more sophisticated models for natural language processing, computer vision, and recommender engine use cases.
CloudPrice
cloudprice.net › amazon web services › ec2 › g5.4xlarge
g5.4xlarge specs and pricing | AWS | CloudPrice
November 6, 2025 - Amazon EC2 instance g5.4xlarge with 16 vCPUs, 64 GiB RAM and 1 x NVIDIA A10G 22.35 GiB. Available in 16 regions starting from $1185.52 per month.
Doit
compute.doit.com › gpu
AWS GPU Instance Pricing | P5, G6, G5 Spot Price Comparison
Compare AWS GPU instance spot prices across P5, P4, P3, G6, G5, G4, G3 families. Find the most affordable GPU instances for ML, AI, rendering and HPC workloads.
Vantage
instances.vantage.sh › aws › ec2 › g5.2xlarge
g5.2xlarge pricing and specs - Vantage
The g5.2xlarge instance is in the GPU instance family with 8 vCPUs, 32 GiB of memory and up to 10 Gibps of bandwidth starting at $1.212 per hour.
EC2 Pricing Calculator
costcalc.cloudoptimo.com › aws-pricing-calculator › ec2 › g5.xlarge
g5.xlarge Pricing and Specs: AWS EC2
The g5.xlarge instance is part of the g5 series, featuring 4 vCPUs and Up to 10 Gigabit of RAM, with Gpu Instances. It is available at a rate of $1.0060/hour. Price / HourN.
AWS
aws.amazon.com › amazon ec2 › instance types › g5g instances
Amazon EC2 G5g instances - Amazon Web Services
1 week ago - Amazon EC2 G5g instances are powered by AWS Graviton2 processors and feature NVIDIA T4G Tensor Core GPUs to provide the best price performance in Amazon EC2 for graphics workloads such as Android game streaming.
Amazon Web Services
aws.amazon.com › machine learning › amazon sagemaker ai › pricing
SageMaker Pricing
1 week ago - The subtotal for training, hosting, and monitoring = $305.827. The sub-total for 3,100 MB of data processed In and 310 MB of data processed Out for Hosting per month = $0.06. The total charges for this example would be $305.887 per month. Let's say you wanted to provision a cluster of 4 ml.g5...
InfoQ
infoq.com › news › 2021 › 11 › ec2-g5-instances-nvidia
AWS Announces the Availability of EC2 Instances (G5) with NVIDIA A10G Tensor Core GPUs - InfoQ
November 19, 2021 - Over two years ago, AWS made G4 instances available, which featured up to eight NVIDIA T4 Tensor Core GPUs designed for machine learning inference and graphics-intensive applications. In the new G5 instances, the company claims up to 40% better price-performance for inferencing and ...
AWS
aws.amazon.com › about-aws › whats-new › 2023 › 06 › amazon-ec2-g5-instances-additional-regions
Amazon EC2 G5 instances now available in additional regions - AWS
June 27, 2023 - G5 instances are also available in the US East (N. Virginia), US West (Oregon), Europe (Ireland, Frankfurt, London), Asia Pacific (Tokyo, Mumbai), and Canada (Central) Regions. Customers can purchase G5 instances via Savings Plans, Reserved, On-Demand, and Spot instances. To get started, visit the AWS Management Console, AWS Command Line Interface (CLI), and AWS SDKs.
AWS
aws.amazon.com › compute › amazon ec2 › instance types
Instance Types
1 week ago - High-performance computing (HPC) instances offer the best price performance for running HPC workloads at scale.
Vantage
instances.vantage.sh › aws › ec2 › g5.12xlarge
g5.12xlarge pricing and specs - Vantage
The g5.12xlarge instance is in the GPU instance family with 48 vCPUs, 192 GiB of memory and 40 Gibps of bandwidth starting at $5.672 per hour.
Instance-pricing
instance-pricing.com › provider=aws-ec2 › instance=g5.24xlarge
g5.24xlarge instance pricing of AWS-EC2
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AWS
aws.amazon.com › about-aws › whats-new › 2021 › 11 › announcing-general-availability-amazon-ec2-g5-instances
Announcing general availability of Amazon EC2 G5 instances - AWS
November 12, 2021 - Customers can purchase G5 instances as On-Demand Instances, Reserved Instances, Spot Instances, or as part of Savings Plans. To get started, visit the AWS Management Console, AWS Command Line Interface (CLI), and AWS SDKs.
AWS
aws.amazon.com › amazon ec2 › spot instances › pricing
Amazon EC2 Spot Instances Pricing
1 week ago - With Spot Instances, you pay the Spot price that's in effect for the time period your instances are running. Spot Instance prices are set by Amazon EC2 and adjust gradually based on long-term trends in supply and demand for Spot Instance capacity. To learn more about pricing, visit the Spot ...