NVIDIA DALI
0.7.0 -51804e9
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master (unstable)
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Documentation home
User Guide
Installation
DALI and NGC
Installing prebuilt DALI packages
Prerequisites
Installation
Compiling DALI from source (bare metal)
Prerequisites
Get the DALI source
Make the build directory
Compile DALI
Install Python bindings
Getting started
Overview
Optimal configuration
Pipeline
Defining the pipeline
Building the pipeline
Running the pipeline
Adding augmentations
Random shuffle
Augmentations
Tensors as arguments and Random Number Generation
GPU acceleration
Copying tensors to GPU
Hybrid decoding and nvJPEG
Tutorials
Data Loading
Data loading: LMDB database
Overview
Caffe LMDB format
Caffe 2 LMDB format
Data loading: MXNet recordIO
Overview
Creating index
Defining and running the pipeline
Data loading: TensorFlow TFRecord
Overview
Creating index
Defining and running the pipeline
ExternalSource operator
Defining the iterator
Defining the pipeline
Using the pipeline
COCO Reader
Simple Video pipeline reading from multiple files
Goal
Setting up
Running the pipeline
Visualizing the results
Serialization
Overview
Serialization
COCO Reader with augmentations
Augmentation Gallery
Color Space Conversion
Defining the pipeline
Building and running the pipeline
Visualizing the results
Create a custom operator
Operator definition
CPU operator implementation
GPU operator implementation
Building the plugin
Importing the plugin
Framework integration
MXNet
Gluon example with DALI
Overview
Sample
MXNet with DALI - ResNet 50 example
Overview
ResNet 50 pipeline
Training with MXNet
Using MXNet DALI plugin: using various readers
Overview
MXNet Plugin API reference
pyTorch
Using PyTorch DALI plugin: using various readers
Overview
ImageNet training in PyTorch
Requirements
Training
Usage
Single Shot MultiBox Detector training in PyTorch
Requirements
Usage
pyTorch Plugin API reference
TensorFlow
ResNet-N with TensorFlow and DALI
Requirements
Using Tensorflow DALI plugin: simple example
Overview
Defining the data loading pipeline
Using DALI TensorFlow plugin
Using the tensors in a simple Tensorflow graph
Using Tensorflow DALI plugin: using various readers
Overview
TensorFlow Plugin API reference
Python API
Pipeline
Tensor
TensorList
Enums
Supported operations
NVIDIA DALI
Docs
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Framework integration
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MXNet
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MXNet
ΒΆ
Gluon example with DALI
Overview
Sample
MXNet with DALI - ResNet 50 example
Overview
ResNet 50 pipeline
Training with MXNet
Using MXNet DALI plugin: using various readers
Overview
MXNet Plugin API reference