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About

Provision a VM quickly with everything you need to get your deep learning project started on Google Cloud. Deep Learning VM Image makes it easy and fast to instantiate a VM image containing the most popular AI frameworks on a Google Compute Engine instance without worrying about software compatibility. You can launch Compute Engine instances pre-installed with TensorFlow, PyTorch, scikit-learn, and more. You can also easily add Cloud GPU and Cloud TPU support. Deep Learning VM Image supports the most popular and latest machine learning frameworks, like TensorFlow and PyTorch. To accelerate your model training and deployment, Deep Learning VM Images are optimized with the latest NVIDIA® CUDA-X AI libraries and drivers and the Intel® Math Kernel Library. Get started immediately with all the required frameworks, libraries, and drivers pre-installed and tested for compatibility. Deep Learning VM Image delivers a seamless notebook experience with integrated support for JupyterLab.

About

NVIDIA Triton™ inference server delivers fast and scalable AI in production. Open-source inference serving software, Triton inference server streamlines AI inference by enabling teams deploy trained AI models from any framework (TensorFlow, NVIDIA TensorRT®, PyTorch, ONNX, XGBoost, Python, custom and more on any GPU- or CPU-based infrastructure (cloud, data center, or edge). Triton runs models concurrently on GPUs to maximize throughput and utilization, supports x86 and ARM CPU-based inferencing, and offers features like dynamic batching, model analyzer, model ensemble, and audio streaming. Triton helps developers deliver high-performance inference aTriton integrates with Kubernetes for orchestration and scaling, exports Prometheus metrics for monitoring, supports live model updates, and can be used in all major public cloud machine learning (ML) and managed Kubernetes platforms. Triton helps standardize model deployment in production.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and professionals seeking a solution to get preconfigured VMs for deep learning applications

Audience

Developers and companies searching for an inference server solution to improve AI production

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Google
Founded: 1998
United States
cloud.google.com/deep-learning-vm

Company Information

NVIDIA
United States
developer.nvidia.com/nvidia-triton-inference-server

Alternatives

Alternatives

NVIDIA NIM

NVIDIA NIM

NVIDIA
AWS Neuron

AWS Neuron

Amazon Web Services
AWS Neuron

AWS Neuron

Amazon Web Services

Categories

Categories

Integrations

MXNet
PyTorch
TensorFlow
Alibaba CloudAP
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Azure Kubernetes Service (AKS)
Azure Machine Learning
FauxPilot
Google Cloud Platform
Google Cloud TPU
Google Compute Engine
HPE Ezmeral
JupyterLab
Kubernetes
LiteLLM
NVIDIA DRIVE
NVIDIA DeepStream SDK
NVIDIA Morpheus
Vertex AI

Integrations

MXNet
PyTorch
TensorFlow
Alibaba CloudAP
Amazon EKS
Amazon Elastic Container Service (Amazon ECS)
Azure Kubernetes Service (AKS)
Azure Machine Learning
FauxPilot
Google Cloud Platform
Google Cloud TPU
Google Compute Engine
HPE Ezmeral
JupyterLab
Kubernetes
LiteLLM
NVIDIA DRIVE
NVIDIA DeepStream SDK
NVIDIA Morpheus
Vertex AI
Claim Google Cloud Deep Learning VM Image and update features and information
Claim Google Cloud Deep Learning VM Image and update features and information
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Claim NVIDIA Triton Inference Server and update features and information