FBDL.ORG
FBDL.ORG is a free open source deep learning framework for numerical computation using data flow graphs. It allows users to easily design, train and deploy deep neural networks.
deep-learning
neural-networks
dataflow-programming
numerical-computing
FBDL: Free Open Source Deep Learning Framework
A free open source deep learning framework for numerical computation using data flow graphs, allowing users to easily design, train and deploy deep neural networks.
What is FBDL.ORG?
FBDL.ORG is a free, open source deep learning framework designed for efficient numerical computation using data flow graphs. It enables users to easily design, train, and deploy deep neural networks for a wide range of applications.
Some key features of FBDL.ORG include:
- Flexible architecture based on composable data flow graphs, allowing complex models to be built with ease
- Support for all standard neural network layers and activation functions
- Automatic differentiation for fast, accurate gradient computation
- Multi-GPU and multi-machine training for accelerated performance
- Export trained models to ONNX format for inference across platforms
- Modular Python API for rapid prototyping and experimentation
- Active open source community contribution and support
FBDL.ORG focuses on providing an intuitive interface and high performance for deep learning research and product development. The data flow-based design enables high flexibility in model architecture while maintaining efficiency. With its comprehensive featue set and permissive Apache 2 license, FBDL.ORG is an attractive framework for organizations looking to leverage deep learning across domains.
FBDL.ORG Features
Features
- Graphical interface for building neural network architectures
- Support for common layers and activation functions
- Automatic differentiation for computing gradients
- Optimizers for training neural networks
- Built-in support for CPU and GPU training
- Model exporting for deployment
- Distributed training across multiple devices
- C++ backend with Python bindings
Pricing
- Open Source
Pros
User-friendly interface for building networks
Mature and well-tested framework
Good performance and scalability
Support for advanced features like distributed training
Open source with active development community
Cons
Limited documentation and learning resources
Not as flexible as frameworks like PyTorch and TensorFlow
Smaller ecosystem of pre-trained models and libraries compared to other frameworks
Official Links
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