trn2.48xlarge vs r9gd.48xlarge

Instance Typetrn2.48xlarger9gd.48xlarge
Instance FamilyMachine Learning ASICMemory optimized
DetailsMachine Learning (ML) training

trn – AWS Trainium
2 – Generation
48xlarge – Size
High-performance databases, data mining/analysis, in-memory databases, distributed large-scale caches, real-time processing apps for unstructured big data, Hadoop/Spark clusters, and other enterprise apps.

r – RAM / memory optimized
9 – Generation
g – AWS Graviton processor
d – Instance store volume
48xlarge – Size
vCPUs192192
Memory2048 GiB1536 GiB
CPU Architecturex86_64arm64
ProcessorIntel Xeon Scalable (Sapphire Rapids)AWS Graviton5 Processor
Clock Speed3.5 GHz3.3 GHz
Threads Per Core21
Accelerators
GPUnono
GPUs16
Inference Acceleratornono
Accelerator Memory15363 GiB
FPGAnono
Instances
Sizestrn2.48xlarger9gd.12xlarge, r9gd.16xlarge, r9gd.24xlarge, r9gd.2xlarge, r9gd.48xlarge, r9gd.4xlarge, r9gd.8xlarge, r9gd.large, r9gd.medium, r9gd.metal-48xl, r9gd.xlarge
Generationsr8gd.48xlarge, r9gd.48xlarge
Variantsr9g.48xlarge
SageMakerml.trn2.48xlarge
Free Tiernono
Burstablenono
Hibernationnono
Instance StorageEBS only3 x 3800 NVMe SSD
EBS (Elastic Block Store)
EBS Optimizeddefaultdefault
Encryptionsupportedsupported
NVMerequiredrequired
Dedicated Throughput81920 MBps72000 MBps
Optimized Baseline Bandwidth80000 Mbps72000 Mbps
Optimized Baseline Throughput10000 Mbps9000 Mbps
Optimized Baseline Performance260000 IOPS288000 IOPS
Optimized Max Performance260000 IOPS288000 IOPS
Optimized Max Bandwidth80000 Mbps72000 Mbps
Optimized Max Throughput10000 Mbps9000 Mbps
Networking
Networking Performance3200 Gigabit100 Gigabit
Enhanced Networkingyesyes
Max Interfaces3224
Max Cards161
IPv4 Addresses per Interface5064
IPv6 Addresses per Interface5064
IPv6 Supportyesyes
ENA Supportrequiredrequired
EFA Supportyesyes
EFA Max Interfaces161
Encryption in Transit Supportyesyes
ENA SRD Supportnoyes
Avg Price DiffInfinityx

Regional Prices

US Dollar ($)
Per Hour
Linux
Shared Tenancy
On Demand
Geography
Region
trn2.48xlarge
r9gd.48xlarge
HiddenHidden (hidden-1)n/a18.4762
USUS East (Ohio) (us-east-2)n/a15.3773
USUS East (Virginia) (us-east-1)n/a15.3773
USUS West (Oregon) (us-west-2)n/a15.3773
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