Cover Image

From Code Smells to Best Practices: Tackling Resource Leaks in PyTorch, TensorFlow, and Keras

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Abdallah, Bashar, Wojciechowska, Martyna E., Santos, Gustavo, Yu, Edmand, Lamothe, Maxime, Abran, Alain, Hamdaqa, Mohammad
Format:	Preprint
Published:	2025
Subjects:	Software Engineering
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

KHNNs: hypercomplex neural networks computations via Keras using TensorFlow and PyTorch
by: Niemczynowicz, Agnieszka, et al.
Published: (2024)

Performance comparison of medical image classification systems using TensorFlow Keras, PyTorch, and JAX
by: Bećirović, Merjem, et al.
Published: (2025)

Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality
by: Li, Hao, et al.
Published: (2024)

Comparative Analysis of CNN Performance in Keras, PyTorch and JAX on PathMNIST
by: Nezović, Anida, et al.
Published: (2025)

A Comparative Survey of PyTorch vs TensorFlow for Deep Learning: Usability, Performance, and Deployment Trade-offs
by: Alawi, Zakariya Ba
Published: (2025)

Characterising Open Source Co-opetition in Company-hosted Open Source Software Projects: The Cases of PyTorch, TensorFlow, and Transformers
by: Osborne, Cailean, et al.
Published: (2024)

LTNtorch: PyTorch Implementation of Logic Tensor Networks
by: Carraro, Tommaso, et al.
Published: (2024)

DMFF in PyTorch backend
by: Zhu, Jia-Xin, et al.
Published: (2026)

ADMP in PyTorch backend
by: Zhu, Jia-Xin, et al.
Published: (2026)

torchsom: The Reference PyTorch Library for Self-Organizing Maps
by: Berthier, Louis, et al.
Published: (2025)

torchtune: PyTorch native post-training library
by: Obozov, Mark, et al.
Published: (2026)

TorchSim: An efficient atomistic simulation engine in PyTorch
by: Cohen, Orion, et al.
Published: (2025)

PyLO: Towards Accessible Learned Optimizers in PyTorch
by: Janson, Paul, et al.
Published: (2025)

TorchAO: PyTorch-Native Training-to-Serving Model Optimization
by: Or, Andrew, et al.
Published: (2025)

HOBOTAN: Efficient Higher Order Binary Optimization Solver with Tensor Networks and PyTorch
by: Yasuda, Shoya, et al.
Published: (2024)

GraphMend: Code Transformations for Fixing Graph Breaks in PyTorch 2
by: Kashmira, Savini, et al.
Published: (2025)

PyGraph: Robust Compiler Support for CUDA Graphs in PyTorch
by: Ghosh, Abhishek, et al.
Published: (2025)

Venom: A PyTorch Generative Modeling Toolkit
by: Yan, Liang
Published: (2026)

Demystifying the Silence of Correctness Bugs in PyTorch Compiler
by: Li, Meiziniu, et al.
Published: (2026)

Lowering PyTorch's Memory Consumption for Selective Differentiation
by: Bhatia, Samarth, et al.
Published: (2024)

torchgfn: A PyTorch GFlowNet library
by: Viviano, Joseph D., et al.
Published: (2023)

Torch Geometric Pool: the PyTorch library for pooling in Graph Neural Networks
by: Abate, Carlo, et al.
Published: (2025)

Smells-sus: Sustainability Smells in IaC
by: Kosbar, Seif, et al.
Published: (2025)

TorchFX: A modern approach to Audio DSP with PyTorch and GPU acceleration
by: Spanio, Matteo, et al.
Published: (2025)

NewsTorch: A PyTorch-based Toolkit for Learner-oriented News Recommendation
by: Wang, Rongyao, et al.
Published: (2026)

Torch-Choice: A PyTorch Package for Large-Scale Choice Modeling with Python
by: Du, Tianyu, et al.
Published: (2023)

ExecuTorch -- A Unified PyTorch Solution to Run AI Models On-Device
by: Nachin, Mergen, et al.
Published: (2026)

A PyTorch Library of Turing-Complete Neural Networks
by: Bates, Jonathan
Published: (2026)

Flashlight: PyTorch Compiler Extensions to Accelerate Attention Variants
by: You, Bozhi, et al.
Published: (2025)

VMAF Re-implementation on PyTorch: Some Experimental Results
by: Aistov, Kirill, et al.
Published: (2023)

PyTorch-IE: Fast and Reproducible Prototyping for Information Extraction
by: Binder, Arne, et al.
Published: (2024)

Fully Differentiable dMRI Streamline Propagation in PyTorch
by: Yoon, Jongyeon, et al.
Published: (2025)

Learning Bug Context for PyTorch-to-JAX Translation with LLMs
by: Phan, Hung, et al.
Published: (2025)

PiShield: A PyTorch Package for Learning with Requirements
by: Stoian, Mihaela Cătălina, et al.
Published: (2024)

torch-sla: Differentiable Sparse Linear Algebra with Adjoint Solvers and Sparse Tensor Parallelism for PyTorch
by: Chi, Mingyuan, et al.
Published: (2026)

A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden
by: Purohit, Vishal, et al.
Published: (2024)

Ep. 170: The Heavy Metal of Machine Learning: Inside PyTorch
by: Rosehill, Daniel, et al.
Published: (2026)

Soft Decision Tree classifier: explainable and extendable PyTorch implementation
by: Shamir, Reuben R
Published: (2025)

SCOREQ: Speech Quality Assessment with Contrastive Regression - PyTorch weights
by: Ragano, Alessandro
Published: (2025)

TiledAttention: a CUDA Tile SDPA Kernel for PyTorch
by: Khan, Taimur
Published: (2026)