cloud TPUs

GPTKB entity

Statements (72)
Predicate Object
gptkbp:instance_of gptkb:Tensor_Flow
gptkbp:access gptkb:API
gptkbp:architecture custom ASIC
gptkbp:availability global
gptkbp:available_in gptkb:Google_Cloud_Platform
gptkbp:benefits cost efficiency
gptkbp:collaboration academic institutions
open source projects
industry partners
gptkbp:compute floating point operations
gptkbp:cost_model pay-as-you-go
gptkbp:designed_by gptkb:Google
gptkbp:environment cloud computing environment
gptkbp:equipment integrated circuits
gptkbp:first_generation second generation
gptkbp:has_programs TPU software stack
gptkbp:has_research_center gptkb:Google_data_centers
https://www.w3.org/2000/01/rdf-schema#label cloud TPUs
gptkbp:image_processing large datasets
gptkbp:integration gptkb:Kubernetes
gptkbp:is_scalable high
gptkbp:model_inference accelerated
gptkbp:model_training accelerated
gptkbp:performance gptkb:MLPerf
low
high throughput
gptkbp:power_consumption optimized
gptkbp:provides_training_for large models
gptkbp:ram high bandwidth memory
gptkbp:released_in gptkb:2016
gptkbp:research_focus gptkb:AI_technology
gptkbp:security cloud security measures
gptkbp:support gptkb:Tensor_Flow
gptkb:JAX
gptkb:machine_learning
gptkb:Py_Torch
computer vision
natural language processing
real-time analytics
edge computing
reinforcement learning
speech recognition
data augmentation
image classification
recommendation systems
transfer learning
video analysis
time series forecasting
anomaly detection
simulation models
data pipelines
distributed training
multi-modal learning
graph neural networks
mixed precision training
federated learning
cloud functions
Io T applications
large language models
gptkbp:training_frameworks supports multiple frameworks
gptkbp:training_speed faster than GPUs
gptkbp:tuning model optimization
gptkbp:type gptkb:Accelerator
gptkbp:usage deep learning
gptkbp:used_for gptkb:machine_learning
gptkbp:user_base gptkb:developers
gptkb:researchers
data scientists
gptkbp:user_interface web interface
command line interface
gptkbp:bfsParent gptkb:Google_Cloud_AI_Platform_Hyperparameter_Tuning_Jobs
gptkbp:bfsLayer 5