NVIDIA DALI
0.1

User Guide

  • Installation
    • Installing prebuilt DALI packages
      • Prerequisities
      • Installation
    • Compiling DALI from source
      • Prerequisities
      • Get the DALI source
      • Make the build directory
      • Compile DALI
      • Install Python bindings
  • Getting started
    • Overview
    • 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
    • Serialization
      • Overview
      • Serialization
    • Augmentation Gallery
  • Framework integration
    • MXNet
      • Gluon example with DALI
        • Overview
        • Sample
      • MXNet with DALI - ResNet 50 example
        • Overview
        • ResNet 50 pipeline
        • Training with MXNet
      • MXNet Plugin API reference
    • pyTorch
      • ImageNet training in PyTorch
        • Requirements
        • Training
        • Usage
      • pyTorch Plugin API reference
    • TensorFlow
      • Using Tensorflow DALI plugin: simple example
        • Overview
        • Defining the data loading pipeline
        • Using DALI TensorFlow plugin
        • Using the tensors in a simple Tensorflow graph
      • TensorFlow Plugin API reference
  • Python API
    • Pipeline
    • Tensor
    • TensorList
    • Enums
  • Supported operations
NVIDIA DALI
  • Docs »
  • Tutorials »
  • Data Loading
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Data LoadingΒΆ

  • 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
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