Statements (66)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:machine_learning
|
| gptkbp:allows |
dynamic computation graphs
|
| gptkbp:can_handle |
large-scale datasets
|
| gptkbp:collaborated_with |
open-source projects
|
| gptkbp:designed_for |
scaling neural networks
|
| gptkbp:developed_by |
gptkb:Google_Research
|
| gptkbp:enables |
distributed training
model sparsity |
| gptkbp:enhances |
model performance
|
| gptkbp:facilitates |
faster training times
|
| https://www.w3.org/2000/01/rdf-schema#label |
GShard
|
| gptkbp:improves |
model efficiency
|
| gptkbp:is_adopted_by |
academic institutions
industry leaders |
| gptkbp:is_based_on |
gptkb:Transformers
|
| gptkbp:is_compatible_with |
gptkb:TPUs
GPUs |
| gptkbp:is_discussed_in |
AI conferences
|
| gptkbp:is_documented_in |
gptkb:Git_Hub
research papers |
| gptkbp:is_evaluated_by |
performance metrics
case studies user feedback other frameworks |
| gptkbp:is_influenced_by |
previous frameworks
|
| gptkbp:is_integrated_with |
gptkb:Kubernetes
gptkb:cloud_services |
| gptkbp:is_mentioned_in |
technical blogs
|
| gptkbp:is_optimized_for |
large models
|
| gptkbp:is_part_of |
gptkb:Google_Cloud_AI
AI research initiatives Google AI ecosystem AI toolkits |
| gptkbp:is_promoted_by |
gptkb:Google_AI_team
|
| gptkbp:is_promoted_through |
workshops
webinars |
| gptkbp:is_related_to |
deep learning
parallel computing data parallelism model parallelism |
| gptkbp:is_supported_by |
gptkb:Documentation
tutorials community contributions community forums user groups |
| gptkbp:is_tested_for |
benchmark datasets
|
| gptkbp:is_used_for |
reinforcement learning
image classification transfer learning language modeling few-shot learning |
| gptkbp:is_used_in |
computer vision
natural language processing |
| gptkbp:is_used_to |
train large language models
train vision models |
| gptkbp:is_utilized_by |
data scientists
AI researchers |
| gptkbp:is_utilized_in |
production environments
research environments |
| gptkbp:provides |
automatic sharding
|
| gptkbp:released_in |
gptkb:2020
|
| gptkbp:supports |
multi-task learning
mixture of experts |
| gptkbp:utilizes |
gptkb:Tensor_Flow
|
| gptkbp:bfsParent |
gptkb:Super_GLUE_benchmark
|
| gptkbp:bfsLayer |
5
|