DALI VS Pytorch

Compare DALI vs Pytorch and see what are their differences.

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications. (by NVIDIA)

Pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration (by pytorch)
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DALI Pytorch
5 337
4,914 77,783
2.1% 2.4%
9.6 10.0
3 days ago 5 days ago
C++ Python
Apache License 2.0 BSD 1-Clause License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

DALI

Posts with mentions or reviews of DALI. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-15.

Pytorch

Posts with mentions or reviews of Pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-27.

What are some alternatives?

When comparing DALI and Pytorch you can also consider the following projects:

Blurry - Blurry is an easy blur library for Android

Flux.jl - Relax! Flux is the ML library that doesn't make you tensor

vision - Datasets, Transforms and Models specific to Computer Vision

mediapipe - Cross-platform, customizable ML solutions for live and streaming media.

executorch - On-device AI across mobile, embedded and edge for PyTorch

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

DREAMPlace - Deep learning toolkit-enabled VLSI placement

flax - Flax is a neural network library for JAX that is designed for flexibility.

MegEngine - MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

tinygrad - You like pytorch? You like micrograd? You love tinygrad! ❤️ [Moved to: https://github.com/tinygrad/tinygrad]

ocaml-torch - OCaml bindings for PyTorch

Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more