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SDK_SG200x_V2/cviruntime/scripts/regression_models_cv181x.sh
carbon e25f20f7a3 add cviruntime
commit 3f4938648950a7f3bf9a19c320ca9fae7c52de20
Author: sophgo-forum-service <forum_service@sophgo.com>
Date:   Mon May 13 13:44:23 2024 +0800

    [feat] cviruntime opensource for cv18xx soc.

    - a4b6a3, add cumsum and gatherelements_pt.
2024-05-31 11:51:34 +08:00

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set -e
echo "cvimodels regression for cv181x platform"
if [[ -z "$MODEL_PATH" ]]; then
MODEL_PATH=$TPU_ROOT/../cvimodel_regression
fi
if [ ! -e $MODEL_PATH ]; then
echo "MODEL_PATH $MODEL_PATH does not exist"
echo "Please set MODEL_PATH to cvimodel_regression dir"
exit 1
fi
export MODEL_PATH=$MODEL_PATH
if [ -f "/sys/kernel/debug/ion/cvi_carveout_heap_dump/total_mem" ]; then
total_ion_size=$(cat /sys/kernel/debug/ion/cvi_carveout_heap_dump/total_mem)
else
# if ion size is unknown then execute basic tests.
total_ion_size=20000001
fi
# ION requirement >= 20 MB
if [ "$total_ion_size" -gt "20000000" ]; then
model_list="resnet18 mobilenet_v1 mobilenet_v2 squeezenet_v1.1 shufflenet_v2 googlenet densenet_121 efficientnet-lite_b0 nasnet_mobile retinaface_mnet25 retinaface_mnet25_600 mobilenet_ssd yolo_v3_tiny"
fi
if [ "$total_ion_size" -gt "35000000" ]; then
model_list="$model_list densenet_201 senet_res50 resnext50 yolo_v1_448 inception_v3"
fi
if [ "$total_ion_size" -gt "45000000" ]; then
model_list="$model_list arcface_res50"
fi
# turn on PMU
export TPU_ENABLE_PMU=1
if [ ! -e sdk_regression_out ]; then
mkdir sdk_regression_out
fi
ERR=0
cd sdk_regression_out
if [ -z $1 ]; then
for model in ${model_list}
do
echo "test $model"
model_runner \
--input $MODEL_PATH/${model}_bs1_in_fp32.npz \
--model $MODEL_PATH/${model}_bs1.cvimodel \
--reference $MODEL_PATH/${model}_bs1_out_all.npz 2>&1
if [ "$?" -ne "0" ]; then
echo "$model test FAILED" >> verdict.log
ERR=1
else
echo "$model test PASSED" >> verdict.log
fi
done
fi
# VERDICT
if [ $ERR -eq 0 ]; then
echo $0 ALL TEST PASSED
else
echo $0 FAILED
fi
exit $ERR