Statements (96)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Accelerator
gptkb:Library |
| gptkbp:api |
Python API
C++ API C API |
| gptkbp:available_on |
gptkb:Linux
gptkb:mac_OS gptkb:Windows |
| gptkbp:developed_by |
gptkb:NVIDIA
|
| gptkbp:enhances |
inference speed
training speed |
| gptkbp:has |
gptkb:API
|
| https://www.w3.org/2000/01/rdf-schema#label |
cu DNN
|
| gptkbp:improves |
memory efficiency
|
| gptkbp:includes |
tensor operations
|
| gptkbp:integrates_with |
gptkb:Tensor_Flow
gptkb:Caffe gptkb:MXNet gptkb:Py_Torch |
| gptkbp:is |
cross-platform
open source widely used used in finance used in research used in robotics designed for flexibility used in production available for Windows designed for performance integrated into cloud services part of AI frameworks designed for scalability highly optimized used in healthcare applications used in autonomous vehicles available for Linux available for mac OS part of NVIDIA Deep Learning SDK |
| gptkbp:is_available_for |
free download
|
| gptkbp:is_compatible_with |
gptkb:CUDA
|
| gptkbp:is_documented_in |
NVIDIA documentation
|
| gptkbp:is_optimized_for |
gptkb:NVIDIA_GPUs
gptkb:NVIDIA_Ampere_architecture gptkb:NVIDIA_Turing_architecture gptkb:NVIDIA_Volta_architecture gptkb:NVIDIA_Pascal_architecture |
| gptkbp:is_part_of |
gptkb:NVIDIA_AI_platform
gptkb:NVIDIA_Deep_Learning_SDK NVIDIA Deep Learning Frameworks |
| gptkbp:is_supported_by |
NVIDIA developer community
|
| gptkbp:is_tested_for |
gptkb:NVIDIA_GPUs
|
| gptkbp:is_updated_by |
yes
|
| gptkbp:is_used_for |
natural language processing
reinforcement learning image classification object detection |
| gptkbp:is_used_in |
gptkb:Industry
gptkb:research |
| gptkbp:latest_version |
8.0
8.6.0 |
| gptkbp:license |
NVIDIA End User License Agreement
|
| gptkbp:offers |
automatic tuning
|
| gptkbp:performance |
gptkb:neural_networks
deep learning models |
| gptkbp:provides |
profiling tools
activation functions multi-GPU support automatic differentiation high-performance primitives normalization functions pooling functions |
| gptkbp:provides_support_for |
activation functions
convolution operations normalization layers pooling operations |
| gptkbp:released_in |
gptkb:2014
|
| gptkbp:requires |
gptkb:CUDA_Toolkit
|
| gptkbp:supports |
deep learning frameworks
convolutional neural networks activation functions RNNs mixed precision training multi-GPU training FP16 precision INT8 precision convolution operations mixed precision GRUs LSTMs |
| gptkbp:used_for |
deep learning
|
| gptkbp:used_in |
machine learning applications
deep learning frameworks training neural networks |
| gptkbp:written_in |
gptkb:C++
|
| gptkbp:bfsParent |
gptkb:CUDA
|
| gptkbp:bfsLayer |
4
|