PyTorch

E17843

PyTorch is an open-source deep learning framework widely used for building and training neural networks, known for its dynamic computation graph and strong support for research and production in Python.

AI illustration

How this image was made

AI-generated illustration of PyTorch

This AI-generated illustration was produced by black-forest-labs/FLUX.2-dev (1024x1024) from a prompt written by openai/gpt-oss-120b from the entity's label + description.

Prompt

Generate an image of PyTorch (PyTorch is an open-source deep learning framework widely used for building and training neural networks, known for its dynamic computation graph and strong support for research and production in Python.)

All labels observed (16)

How this entity was disambiguated

Statements (59)

Predicate Object
instanceOf Python library ⓘ
deep learning framework ⓘ
machine learning library ⓘ
open-source software ⓘ
developer Meta AI ⓘ
Meta Platforms ⓘ
hasComponent torch.autograd ⓘ
torch.distributed ⓘ
linked to: PyTorch

torch.jit ⓘ
torch.nn ⓘ
linked to: PyTorch

torch.optim ⓘ
torch.utils.data ⓘ
linked to: PyTorch

torchaudio (ecosystem) ⓘ
linked to: PyTorch

torchtext (ecosystem) ⓘ
torchvision (ecosystem) ⓘ
hasFeature CUDA support ⓘ
GPU acceleration ⓘ
JIT compiler ⓘ
ONNX export ⓘ
TorchScript ⓘ
linked to: PyTorch

autograd engine ⓘ
automatic differentiation ⓘ
data parallelism ⓘ
distributed training ⓘ
dynamic computation graph ⓘ
eager execution ⓘ
mixed precision training ⓘ
mobile deployment support ⓘ
model parallelism ⓘ
multi-GPU training ⓘ
quantization support ⓘ
tensor computation ⓘ
knownFor Pythonic interface ⓘ
dynamic neural network definition ⓘ
flexibility for research ⓘ
license BSD 3-Clause License ⓘ
linked to: BSD license
programmingLanguage C++ ⓘ
Python ⓘ
supports inference in production ⓘ
model deployment ⓘ
neural network training ⓘ
supportsHardware CPUs ⓘ
NVIDIA GPUs ⓘ
linked to: NVIDIA CUDA

TPUs (via XLA integrations) ⓘ
supportsLanguage C++ ⓘ
Java (via extensions) ⓘ
Python ⓘ
R (via extensions) ⓘ
targetUser data scientists ⓘ
machine learning engineers ⓘ
researchers ⓘ
useCase computer vision ⓘ
generative models ⓘ
natural language processing ⓘ
recommendation systems ⓘ
reinforcement learning ⓘ
speech recognition ⓘ
time series modeling ⓘ
website https://pytorch.org/ ⓘ

How these facts were elicited

Referenced by (125)

Full triples — surface form annotated when it differs from this entity's canonical label.

OpenAI Gym → compatibleWith → PyTorch ⓘ
NumPy → influenced → PyTorch ⓘ
PyTorch → hasFeature → TorchScript ⓘ
linked to: PyTorch
PyTorch → hasComponent → torch.nn ⓘ
linked to: PyTorch
PyTorch → hasComponent → torch.distributed ⓘ
linked to: PyTorch
PyTorch → hasComponent → torch.utils.data ⓘ
linked to: PyTorch
PyTorch → hasComponent → torchaudio (ecosystem) ⓘ
linked to: PyTorch
NVIDIA DGX → supports → PyTorch ⓘ
VGG → implementedIn → PyTorch ⓘ
TPU → supportsFramework → PyTorch (via XLA or specialized backends) ⓘ
linked to: PyTorch
Vertex AI → supports → PyTorch ⓘ
torchvision → framework → PyTorch ⓘ
subject linked to: torchvision (ecosystem)
torchvision → supports → TorchScript ⓘ
subject linked to: torchvision (ecosystem)
linked to: PyTorch
torchvision → partOf → PyTorch ecosystem ⓘ
subject linked to: torchvision (ecosystem)
linked to: PyTorch
torchtext → compatibleWith → PyTorch ⓘ
subject linked to: torchtext (ecosystem)
torchtext → partOf → PyTorch ecosystem ⓘ
subject linked to: torchtext (ecosystem)
linked to: PyTorch
torchtext → maintainedBy → PyTorch team ⓘ
subject linked to: torchtext (ecosystem)
linked to: PyTorch
TPUs (via XLA integrations) → supportsFramework → PyTorch/XLA ⓘ
linked to: PyTorch
Theano → influenced → PyTorch ⓘ
RLlib → supportsFramework → PyTorch ⓘ
Gymnasium → compatibleWith → PyTorch ⓘ
Transformer → implementedIn → PyTorch ⓘ
RMSProp → implementedIn → PyTorch ⓘ
Gaudi → compatibleWith → PyTorch ⓘ
Adam optimizer → implementedIn → PyTorch ⓘ
WaveGlow → framework → PyTorch ⓘ
cuDNN → usedBy → PyTorch ⓘ
NCCL → usedBy → PyTorch distributed ⓘ
linked to: PyTorch
Tensor Cores → usedByFramework → PyTorch ⓘ
NVIDIA Triton Inference Server → supportsFormat → TorchScript ⓘ
linked to: PyTorch
CycleGAN → implementedIn → PyTorch ⓘ
AMD Instinct → supportsEcosystem → PyTorch (via ROCm) ⓘ
subject linked to: Instinct
linked to: PyTorch
AllenNLP → basedOn → PyTorch ⓘ
AllenNLP → requires → PyTorch ⓘ
AllenNLP research → uses → PyTorch ⓘ
ResNeXt → implementedIn → PyTorch ⓘ