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  1. Home
  2. /Repositories
  3. /pytorch/pytorch
Read original ↗
repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · yesterday

pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 54%Profiling in PyTorch (Part 2): From nn.Linear to a Fused MLP →
  • PossiblePossibly related (embedding) · 47%FlexViT: A Flexible FPGA-based Accelerator for Edge Vision Transformers →
  • PossiblePossibly related (embedding) · 47%GPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative Study →
  • LinkedLinked via dependency parse · 85%build →

    “Listed in requirements.txt”

  • LinkedLinked via dependency parse · 85%caffe2 →

    “Listed in requirements.txt”

  • LinkedLinked via dependency parse · 85%dependencies →

    “Listed in requirements.txt”

  • LinkedLinked via dependency parse · 85%entry-points →

    “Listed in requirements.txt”

  • LinkedLinked via dependency parse · 85%expecttest →

    “Listed in requirements.txt”

Covers

newsProfiling in PyTorch (Part 2): From nn.Linear to a Fused MLP

Implements

paperFlexViT: A Flexible FPGA-based Accelerator for Edge Vision TransformerspaperGPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative StudypaperA multi-scale feature enhanced graph neural network for fluid dynamics prediction in complex geometriespaperSymbal: Detecting Systematic Misalignments in Model-Generated CaptionspaperLearning from Synthetic Data without Model Collapse in Iterative Instruction TuningpaperIGGT4D: Streaming 4D Instance-Grounded Geometry TransformerpaperPoint Ladder Tuning: Parameter-Efficient Hierarchical Adaptation for 3D Point Cloud UnderstandingpaperSPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect SegmentationpaperAgent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin AssessmentpaperOpenForgeRL: Train Harness-native Agents in Any EnvironmentpaperAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

Related to

toolbuildtoolcaffe2tooldependenciestoolentry-pointstoolexpecttesttoolfilelocktoolfsspectoolhypothesistooljinja2toollicensetoollintrunnertoolnetworkxtoolninjatoolnumpytooloptreetoolpsutiltoolpytorchtoolpyyamltoolreadme.mdtoolrequeststoolriscv64tools390xtoolscriptstoolsetuptools.build_metatoolsixtoolspintoolsympytooltorchtooltorchgentoolversiontoolwheeltoolalltoolbuild-system.requirestoolcctoolcltoolcxxtooldebugtoolfunctorchtoolmax_jobstoolpiptoolredirecttoolrelwithdebinfotoolscikit_build_core.buildtoolwin32

Related to (incoming)

modelbigscience/bloommodelmicrosoft/phi-2

Implements (incoming)

paperAn Optimisation Framework for the Well-Conditioned Training of Physics-Informed Neural NetworkspaperQuantitative Gaussian-Process limits of Tensor Programs

contributed_to (incoming)

personpytorchmergebotpersonezyangpersonmalfetpersonzou3519personcyyeverpersonjerryzh168personsoumithpersongchananpersonanijain2305personjanselpersonpeterbell10personapaszkepersonsuopersonhuydhnpersonjaneyx99personalbanDpersonChilleepersonzdevitopersondesertfirepersonrohan-varmapersonswolchokpersoncolesburypersonmlazospersoneellisonpersonangelayi

Covers (incoming)

news[Paper] Automated Tensor Scheduling for Hybrid CPU-GPU LLM Inference on Consumer DevicesnewsBringing PyTorch Monarch to AMD GPUs

Related across the graph

toolfilelocktoolcaffe2toolbuildpaperA multi-scale feature enhanced graph neural network for fluid dynamics prediction in complex geometriespersonalbanDtoolpiptoolwheeltoolredirecttoollintrunnertoolfunctorchtoolexpecttestpaperPoint Ladder Tuning: Parameter-Efficient Hierarchical Adaptation for 3D Point Cloud UnderstandingtooldependenciespersonsuopaperAutoDesign: Meta-Harness Optimization for Long-Horizon Agentic DesignnewsProfiling in PyTorch (Part 2): From nn.Linear to a Fused MLPtoolsixmodelmicrosoft/phi-2toollicensetoolscriptstooldebugpersonjanseltoolpytorchpersonangelayipaperFlexViT: A Flexible FPGA-based Accelerator for Edge Vision Transformerstoolmax_jobspersonzou3519paperSPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect SegmentationtoolpsutiltoolspinpersonsoumithpersonmalfetpaperOpenForgeRL: Train Harness-native Agents in Any EnvironmenttoolrequestspaperQuantitative Gaussian-Process limits of Tensor Programsnews[Paper] Automated Tensor Scheduling for Hybrid CPU-GPU LLM Inference on Consumer Devicespersonjaneyx99toolcltoolscikit_build_core.buildpersonzdevitopersonChilleepersonhuydhnpersonpytorchmergebotpaperAgent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessmenttoolninjatools390xtoolfsspectoolpyyamltoolnumpytoolversionpaperSymbal: Detecting Systematic Misalignments in Model-Generated CaptionspaperAn Optimisation Framework for the Well-Conditioned Training of Physics-Informed Neural Networkspersonpeterbell10paperIGGT4D: Streaming 4D Instance-Grounded Geometry Transformerpersonjerryzh168personezyangpersoncyyevertoolalltooltorchgentoolnetworkxtoolwin32paperLearning from Synthetic Data without Model Collapse in Iterative Instruction Tuningtooljinja2tooltorchtoolreadme.mdtoolentry-pointspaperGPU Parallelization Strategies for Forward and Backward Propagation in Shallow Neural Networks: A CUDA-Based Comparative Studytoolrelwithdebinfopersonanijain2305toolsympypersongchanantoolhypothesistooloptreetoolsetuptools.build_metatoolbuild-system.requirespersoneellisontoolccpersonmlazospersonrohan-varmatoolcxxnewsBringing PyTorch Monarch to AMD GPUstoolriscv64modelbigscience/bloompersondesertfirepersonapaszkepersoncolesburypersonswolchok
Knowledge path··filelock→·caffe2→·build→Rpytorch/pytorch

Topics

autograddeep-learninggpumachine-learningneural-networknumpypythontensor

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