Pytorch LightningPytorch Lightning
What is Pytorch Lightning?
It makes coding complex neural networks simple. Spend more time on research, less on engineering. It is fully flexible to fit any use case and built on pure PyTorch so there is no need to learn a new language.
Pytorch Lightning is a tool in the Development & Training Tools category of a tech stack.
Key Features
Run your code on any hardwarePerformance & bottleneck profilerModel checkpointing16-bit precisionRun distributed trainingLoggingMetricsVisualizationEarly stopping
Pytorch Lightning Pros & Cons
Pros of Pytorch Lightning
No pros listed yet.
Cons of Pytorch Lightning
No cons listed yet.
Pytorch Lightning Alternatives & Comparisons
What are some alternatives to Pytorch Lightning?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
