Welcome to EDDL’s documentation!

EDDL is an optimized tensor library for distributed deep learning with hardware transparency support for CPUs, GPUs and FPGAs The code is open source, and available on github.

Installation

• Installation
• Build and configuration
• Troubleshoot
• FAQ

Get started

• Getting started
• Intermediate models
• Advanced models
• Pretrained models

Videotutorials

• Development
• Showcase

Layers

• Core
• Auxiliar Layers
• Activations
• Data augmentation
• Data transformation
• Convolutions
• Noise Layers
• Pooling
• Normalization
• Merge
• Generators
• Operators
• Reduce
• Recurrent

Model

• Model
• Save and load ONNX models

Training

• Coarse training
• Fine-grained training

Test & Score

• Test & Score

Bundle

• Losses
• Metrics
• Regularizers
• Initializers
• Optimizers

Computing Services

• CPU
• GPU
• FPGA
• COMPSS
• Serialization

Model Zoo

• Classification

Datasets

• Classification
• Segmentation

Tensor

• Creation Routines
• Manipulation
• Image operations
• Indexing & Sorting
• Input/Output Operations
• Linear algebra
• Logic functions
• Mathematical functions
• Misc

Indices and tables

• Index

• Module Index

• Search Page