ES_RUN_MODEL Model Testing Tool

To make it easier for users to call the NPU Runtime for model evaluation, NPU Runtime provides the es_run_model tool.

This tool offers several options that allow users to easily test model speed, accuracy, and other metrics. The parameter information for es_run_model is as follows:

debian@rockos-eswin:/opt/eswin/bin$ ./es_run_model --help
[E][ES_MEM]  open_mmz_vb_dev:  348 open /dev/mmz_vb failed!
usage: es_run_model --model=string [options] ...
options:
-m, --model                path to a model file (string)
-b, --batch                the model batch count (int [=1])
-d, --dieId                the die id number (int [=0])
-r, --repeat               repeat times running a model (int [=1])
-w, --warmup               repeat times before running a model to warming up (int [=0])
-i, --input-dir            the directory of each inputs (folders) located (string [=])
-o, --output-dir           the directory of each outputs (folders) will saved in (string [=])
-l, --list                 the list of inputs which will test (string [=])
-v  --verify               verify outputs after running model
-s  --save-perf            save performance result(min, max, avg) as a json file
-?, --help                 print this message

Installation Method

ヒント

Before installing the deb package, it is recommended to upgrade the system kernel first: sudo apt update, sudo apt upgrade, and then restart

sudo apt install es-sdk-npu

After installation, es_run_model will be located in the /opt/eswin/bin directory.

Usage Example

cd /opt/eswin/bin
sudo ./es_run_model -m ../data/npu/yolov3/end2endyolov3s416_batch1_int8_npu_b1.model -r 100