ml.g4dn.12xlarge
Amazon SageMaker AI instance ml.g4dn.12xlarge with 24 vCPUs, 192 GiB RAM, 4 GPUs. Available in 23 regions starting from $3569.70 per month.
| Instance Type | ml.g4dn.12xlarge |
|---|---|
| Instance Family | Accelerated Computing Instances |
| Details | Machine Learning (ML), 3D visualizations, graphics-heavy remote workstations, 3D rendering, application streaming, video encoding, and server-side graphics tasks. ml – SageMaker ML optimized g – GPU (Graphics Processing Unit) 4 – Generation d – Instance store volume n – Network and EBS optimized 12xlarge – Size |
| vCPUs | 24 |
| Memory | 192 GiB |
| CPU Architecture | x86_64 |
| GPU | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Has GPU | yes | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GPU Count | 4 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GPU Name | T4 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GPU Memory | 16 GiB | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Instances | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Sizes | ml.g4dn.xlarge, ml.g4dn.2xlarge, ml.g4dn.4xlarge, ml.g4dn.8xlarge, ml.g4dn.12xlarge, ml.g4dn.16xlarge | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| EBS (Elastic Block Store) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| EBS Optimized | default | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| EBS Baseline IOPS | 40000 IOPS | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| EBS Max IOPS | 40000 IOPS | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| EBS Baseline Bandwidth | 9500 Mbps | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| EBS Max Bandwidth | 9500 Mbps | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Instance Storage | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Instance Storage | yes | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Storage Size | 900 GB | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Storage Type | ssd | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Networking | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Max Network Interfaces | 8 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| IPv6 Support | yes | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| ENA Support | required | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Regional Availability
US
GovCloud (US-East) / us-gov-east-1
GovCloud (US-West) / us-gov-west-1
US East (Ohio) / us-east-2
US East (Virginia) / us-east-1
US West (N. California) / us-west-1
US West (Oregon) / us-west-2
GovCloud (US-East) / us-gov-east-1
GovCloud (US-West) / us-gov-west-1
US East (Ohio) / us-east-2
US East (Virginia) / us-east-1
US West (N. California) / us-west-1
US West (Oregon) / us-west-2
Central America
Mexico (Central) / mx-central-1
Mexico (Central) / mx-central-1
Canada
Canada (Central) / ca-central-1
Canada West (Calgary) / ca-west-1
Canada (Central) / ca-central-1
Canada West (Calgary) / ca-west-1
Europe
Europe (Ireland) / eu-west-1
Europe (London) / eu-west-2
Europe (Frankfurt) / eu-central-1
Europe (Milan) / eu-south-1
Europe (Paris) / eu-west-3
Europe (Spain) / eu-south-2
Europe (Stockholm) / eu-north-1
Europe (Zurich) / eu-central-2
Europe (Ireland) / eu-west-1
Europe (London) / eu-west-2
Europe (Frankfurt) / eu-central-1
Europe (Milan) / eu-south-1
Europe (Paris) / eu-west-3
Europe (Spain) / eu-south-2
Europe (Stockholm) / eu-north-1
Europe (Zurich) / eu-central-2
Africa
Africa (Cape Town) / af-south-1
Africa (Cape Town) / af-south-1
South America
South America (São Paulo) / sa-east-1
South America (São Paulo) / sa-east-1
Asia Pacific
Asia Pacific (Hong Kong) / ap-east-1
Asia Pacific (Hyderabad) / ap-south-2
Asia Pacific (Jakarta) / ap-southeast-3
Asia Pacific (Malaysia) / ap-southeast-5
Asia Pacific (Melbourne) / ap-southeast-4
Asia Pacific (Mumbai) / ap-south-1
Asia Pacific (New Zealand) / ap-southeast-6
Asia Pacific (Osaka) / ap-northeast-3
Asia Pacific (Seoul) / ap-northeast-2
Asia Pacific (Singapore) / ap-southeast-1
Asia Pacific (Sydney) / ap-southeast-2
Asia Pacific (Taipei) / ap-east-2
Asia Pacific (Thailand) / ap-southeast-7
Asia Pacific (Tokyo) / ap-northeast-1
Asia Pacific (Hong Kong) / ap-east-1
Asia Pacific (Hyderabad) / ap-south-2
Asia Pacific (Jakarta) / ap-southeast-3
Asia Pacific (Malaysia) / ap-southeast-5
Asia Pacific (Melbourne) / ap-southeast-4
Asia Pacific (Mumbai) / ap-south-1
Asia Pacific (New Zealand) / ap-southeast-6
Asia Pacific (Osaka) / ap-northeast-3
Asia Pacific (Seoul) / ap-northeast-2
Asia Pacific (Singapore) / ap-southeast-1
Asia Pacific (Sydney) / ap-southeast-2
Asia Pacific (Taipei) / ap-east-2
Asia Pacific (Thailand) / ap-southeast-7
Asia Pacific (Tokyo) / ap-northeast-1
Middle East
Israel (Tel Aviv) / il-central-1
Middle East (Bahrain) / me-south-1
Middle East (UAE) / me-central-1
Israel (Tel Aviv) / il-central-1
Middle East (Bahrain) / me-south-1
Middle East (UAE) / me-central-1
Regional Prices
Geography | Region | Region | Instance Price |
|---|---|---|---|
| Hidden | Region 15 (hidden-region-15) | hidden-region-15 | 4.8900 |
| Hidden | Region 16 (hidden-region-16) | hidden-region-16 | 4.8900 |
| Hidden | Region 20 (hidden-region-20) | hidden-region-20 | 4.8900 |
| Hidden | Region 8 (hidden-region-8) | hidden-region-8 | 5.1880 |
| Hidden | Region 3 (hidden-region-3) | hidden-region-3 | 5.3830 |
| Hidden | Region 6 (hidden-region-6) | hidden-region-6 | 5.4290 |
| Hidden | Region 10 (hidden-region-10) | hidden-region-10 | 5.4530 |
| Hidden | Region 19 (hidden-region-19) | hidden-region-19 | 5.4770 |
| Hidden | Region 12 (hidden-region-12) | hidden-region-12 | 5.7170 |
| Hidden | Region 11 (hidden-region-11) | hidden-region-11 | 5.7210 |
| Hidden | Region 9 (hidden-region-9) | hidden-region-9 | 5.7250 |
| Hidden | Region 13 (hidden-region-13) | hidden-region-13 | 5.9980 |
| Hidden | Region 1 (hidden-region-1) | hidden-region-1 | 6.0150 |
| Hidden | Region 7 (hidden-region-7) | hidden-region-7 | 6.1120 |
| Hidden | Region 17 (hidden-region-17) | hidden-region-17 | 6.1638 |
| Hidden | Region 18 (hidden-region-18) | hidden-region-18 | 6.1640 |
| Hidden | Region 5 (hidden-region-5) | hidden-region-5 | 6.3590 |
| Africa | Africa (Cape Town) (af-south-1) | af-south-1 | 6.4880 |
| Asia Pacific | Asia Pacific (Tokyo) (ap-northeast-1) | ap-northeast-1 | 6.6010 |
| Hidden | Region 2 (hidden-region-2) | hidden-region-2 | 6.6013 |
| Hidden | Region 4 (hidden-region-4) | hidden-region-4 | 6.8430 |
| Asia Pacific | Asia Pacific (Hong Kong) (ap-east-1) | ap-east-1 | 7.5300 |
| Hidden | Region 14 (hidden-region-14) | hidden-region-14 | 8.3110 |
Similar Alternative Instances
Instance Type | Instance Family | vCPUs | Memory (GiB) | GPU | Instance Price |
|---|---|---|---|---|---|
| ml.m5.12xlarge | Standard Instances | 24 | 192 | no | 2.7650 |
| ml.m7i.12xlarge | Standard Instances | 24 | 192 | no | 2.9030 |
| ml.m5d.12xlarge | Standard Instances | 24 | 192 | no | 3.2540 |
| ml.g6.12xlarge | Accelerated Computing Instances | 24 | 192 | yes | 5.7520 |
| ml.g5.12xlarge | Accelerated Computing Instances | 24 | 192 | yes | 7.0900 |