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0.9.dev0

Getting Started

  • Installing TVM
  • Contributor Guide

User Guide

  • User Tutorial
  • How To Guides
    • Compile Deep Learning Models
      • Compile PyTorch Models
      • Compile Tensorflow Models
      • Compile MXNet Models
      • Compile ONNX Models
      • Compile Keras Models
      • Compile TFLite Models
      • Compile CoreML Models
      • Compile YOLO-V2 and YOLO-V3 in DarkNet Models
      • Compile PaddlePaddle Models
      • Compile OneFlow Models
    • Deploy Models and Integrate TVM
    • Work With Relay
    • Work With Tensor Expression and Schedules
    • Optimize Tensor Operators
    • Auto-Tune with Templates and AutoTVM
    • Use AutoScheduler for Template-Free Scheduling
    • Work With microTVM
    • Extend TVM
    • Profile Models
    • Handle TVM Errors
    • Frequently Asked Questions

Developer Guide

  • Developer Tutorial
  • Developer How-To Guide

Architecture Guide

  • Design and Architecture

Topic Guides

  • microTVM: TVM on bare-metal
  • VTA: Versatile Tensor Accelerator

Reference Guide

  • Language Reference
  • Python API
  • Other APIs
  • Publications
  • Index
Table of content
  • Docs >
  • How To Guides >
  • Compile Deep Learning Models
  • viewsource

Compile Deep Learning Models¶

TVM includes a variety of front-ends that can import models in different formats. These how-tos demostrate how to import models using the Python API.

../../_images/sphx_glr_from_pytorch_thumb.png

Compile PyTorch Models¶

../../_images/sphx_glr_from_tensorflow_thumb.png

Compile Tensorflow Models¶

../../_images/sphx_glr_from_mxnet_thumb.png

Compile MXNet Models¶

../../_images/sphx_glr_from_onnx_thumb.png

Compile ONNX Models¶

../../_images/sphx_glr_from_keras_thumb.png

Compile Keras Models¶

../../_images/sphx_glr_from_tflite_thumb.png

Compile TFLite Models¶

../../_images/sphx_glr_from_coreml_thumb.png

Compile CoreML Models¶

../../_images/sphx_glr_from_darknet_thumb.png

Compile YOLO-V2 and YOLO-V3 in DarkNet Models¶

../../_images/sphx_glr_from_paddle_thumb.png

Compile PaddlePaddle Models¶

../../_images/sphx_glr_from_oneflow_thumb.png

Compile OneFlow Models¶

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