Theano 0.8.2 Document
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Extending Theano: FAQ and Troubleshooting
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2020-04-11 08:15:38
Extending Theano: FAQ and Troubleshooting
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Glossary
Tutorial
Advanced
Using multiple GPUs
Using the GPU
Sparse
Advanced configuration and debugging
Dealing with NaNs
Printing/Drawing Theano graphs
Debugging Theano: FAQ and Troubleshooting
Configuration Settings and Compiling Modes
Basics
More Examples
Derivatives in Theano
How Shape Information is Handled by Theano
Baby Steps - Algebra
Conditions
Loop
Further readings
PyCUDA/CUDAMat/Gnumpy compatibility
Frequently Asked Questions
Python Memory Management
Multi cores support in Theano
Loading and Saving
Understanding Memory Aliasing for Speed and Correctness
Prerequisites
NumPy refresher
Python tutorial
Welcome
Extending Theano
Overview of the compilation pipeline
Views and inplace operations
Implementing the arithmetic Ops in C
Using Op params
Unit Testing
Making the double type
Extending Theano with a C Op
Implementing some specific Ops
Extending Theano: FAQ and Troubleshooting
Graph Structures
Making arithmetic Ops on double
Graph optimization
Theano vs. C
Tips
Implementing double in C
Creating a new Op: Python implementation
Writing an Op to work on an ndarray in C
Developer Start Guide
API Documentation
printing – Graph Printing and Symbolic Print Statement
config – Theano Configuration
typed_list – Typed List
d3viz – d3viz: Interactive visualization of Theano compute graphs
scalar – Symbolic Scalar Types, Ops [doc TODO]
compile – Transforming Expression Graphs to Functions
gof – Theano Internals [doc TODO]
gradient – Symbolic Differentiation
sparse – Symbolic Sparse Matrices
tensor – Types and Ops for Symbolic numpy
misc.pkl_utils - Tools for serialization.
scan – Looping in Theano
sandbox – Experimental Code
sparse.sandbox – Sparse Op Sandbox
Internal Documentation
How to make a release
Release
Developer Start Guide MOVED!
Python booster
Acknowledgements
Documentation Documentation AKA Meta-Documentation
Links
Release Notes
LICENSE
Installing Theano
Optimizations
Theano at a Glance
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