文档

AMCT (TensorFlow,Ascend)

This scenario applies only to.

AMCT needs to be installed in the online inference environment, which has the following requirements.
Table 1 Version mapping

Type

Version Requirement

How to Obtain

Remarks

OS

For details, see Supported Operating Systems.

Download the required software release from the Ubuntu official website and install it. Run the following command to query the installation:

cat /etc/*release && uname -m

Quantization on the NPU or CPU is supported. Quantization on the GPU is not supported.

Python

Python3.7.x, Python3.8.x, Python3.9.x

Python 3.9.2 is recommended.

For details, see chapter > in the manual.

To set up the Python 3.9.2 environment, do as follows:

This document uses Python 3.9.2 as an example. The environment variables and installation commands are subject to the actual Python version.

CPU version of TensorFlow

2.6.5 or 1.15.0

For details, see Dependency Installation.

The fake-quantized model cannot run on the GPU. Therefore, you only need to install the CPU version.

Mapping between TensorFlow and Python versions:

  • Python 3.9.2 is recommended for TensorFlow 2.6.5.
  • Only Python 3.7.5 can be used for TensorFlow 1.15.0.

Pillow

6.0.0+

For details, see Dependency Installation.

-