Caffe2

What is Caffe2?

Caffe2 is deployed at Facebook to help developers and researchers train large machine learning models and deliver AI-powered experiences in our mobile apps. Now, developers will have access to many of the same tools, allowing them to run large-scale distributed training scenarios and build machine learning applications for mobile.

Caffe2 is a tool in the Development & Training Tools category of a tech stack.

Caffe2 Pros & Cons

Pros of Caffe2

✓Mobile deployment
✓Open Source

Cons of Caffe2

No cons listed yet.

Caffe2 Integrations

Polyaxon, GraphPipe are some of the popular tools that integrate with Caffe2. Here's a list of all 2 tools that integrate with Caffe2.

Polyaxon

GraphPipe

Caffe2 Alternatives & Comparisons

What are some alternatives to Caffe2?

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.