AWS Deep Learning AMI
E814037
AWS Deep Learning AMI is an Amazon Web Services virtual machine image preconfigured with popular deep learning frameworks, tools, and drivers to simplify building and training machine learning models in the cloud.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Amazon Machine Image | 2 |
| AWS Deep Learning AMI canonical | 1 |
Statements (57)
| Predicate | Object |
|---|---|
| instanceOf |
Amazon Machine Image
ⓘ
cloud computing product ⓘ virtual machine image ⓘ |
| category |
deep learning infrastructure
ⓘ
machine learning infrastructure ⓘ |
| deploymentModel |
on-demand EC2 instances
ⓘ
reserved EC2 instances ⓘ spot EC2 instances ⓘ |
| developedBy | Amazon Web Services NERFINISHED ⓘ |
| distributionChannel |
AWS Management Console
NERFINISHED
ⓘ
AWS Marketplace NERFINISHED ⓘ |
| hasFeature |
AWS CLI preinstalled
ⓘ
Amazon CloudWatch integration ⓘ Docker support ⓘ Jupyter notebook support ⓘ conda environments ⓘ optimized for NVIDIA GPUs ⓘ preconfigured deep learning frameworks ⓘ preinstalled CUDA ⓘ preinstalled GPU drivers ⓘ preinstalled cuDNN ⓘ preinstalled machine learning libraries ⓘ |
| includesTool |
Anaconda
NERFINISHED
ⓘ
Git NERFINISHED ⓘ Jupyter Notebook NERFINISHED ⓘ JupyterLab NERFINISHED ⓘ NVIDIA drivers NERFINISHED ⓘ |
| integratesWith |
AWS Identity and Access Management
NERFINISHED
ⓘ
Amazon CloudWatch NERFINISHED ⓘ Amazon EBS NERFINISHED ⓘ Amazon S3 NERFINISHED ⓘ |
| licenseModel | pay-as-you-go with EC2 instance pricing ⓘ |
| optimizedFor | NVIDIA CUDA-enabled GPUs NERFINISHED ⓘ |
| partOf | Amazon Web Services ecosystem NERFINISHED ⓘ |
| providedBy | Amazon Web Services NERFINISHED ⓘ |
| purpose |
build deep learning applications
ⓘ
deploy deep learning models ⓘ train machine learning models ⓘ |
| runsOn |
Amazon EC2 GPU instances
NERFINISHED
ⓘ
Amazon Elastic Compute Cloud NERFINISHED ⓘ |
| supportsFramework |
Apache MXNet
NERFINISHED
ⓘ
Caffe NERFINISHED ⓘ Chainer NERFINISHED ⓘ Gluon NERFINISHED ⓘ Keras NERFINISHED ⓘ PyTorch NERFINISHED ⓘ TensorFlow NERFINISHED ⓘ Theano NERFINISHED ⓘ |
| supportsHardware |
CPU
ⓘ
GPU ⓘ |
| supportsLanguage |
Julia
NERFINISHED
ⓘ
Python ⓘ R ⓘ |
| useCase |
computer vision model training
ⓘ
distributed training on multiple GPUs ⓘ natural language processing model training ⓘ reinforcement learning experiments ⓘ |
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Amazon Machine Image
this entity surface form:
Amazon Machine Image