Overview

Check the Comparison Result Description for this scenario.

In the TensorFlow scenario, only accuracy comparison between a non-quantized original model and a non-quantized offline model is supported. The following table lists the data files required for comparison.

**Table 1** Data file requirements for comparison between a non-quantized original model and a non-quantized offline model
File	Description	How to Obtain
.npy file of the non-quantized original model	Benchmark data	Preparing TensorFlow .npy Files
.json file generated by converting the offline model file using ATC	Operator mapping obtaining	Preparing Network-wide Information Files
Dump data file of the non-quantized offline model running on the AI processor	Data to be compared	In the offline inference scenario, the methods for obtaining the dump data of the NPU environment are the same for different frameworks. For details, see the following: Preparing Dump Data Files of an Offline Model

Parent topic: Comparison Between GPU and NPU (TensorFlow Offline Inference)