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September 20, 2022 16:41
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""" | |
Copyright (c) 2022 Intel Corporation | |
Licensed under the Apache License, Version 2.0 (the "License"); | |
you may not use this file except in compliance with the License. | |
You may obtain a copy of the License at | |
http://www.apache.org/licenses/LICENSE-2.0 | |
Unless required by applicable law or agreed to in writing, software | |
distributed under the License is distributed on an "AS IS" BASIS, | |
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
See the License for the specific language governing permissions and | |
limitations under the License. | |
""" | |
# The models need to be placed and mounted in a particular directory structure and according to the following rules: | |
# tree models/ | |
# models/ | |
# ├── model1 | |
# │ ├── 1 | |
# │ │ ├── ir_model.bin | |
# │ │ └── ir_model.xml | |
# │ └── 2 | |
# │ ├── ir_model.bin | |
# │ └── ir_model.xml | |
# └── model2 | |
# │ └── 1 | |
# │ ├── ir_model.bin | |
# │ ├── ir_model.xml | |
# │ └── mapping_config.json | |
# └── model3 | |
# └── 1 | |
# └── model.onnx | |
# You can add multiple models that need benchmarking like below: | |
# model_paths_list=("/path/to/model1/" "/path/to/model2/") | |
# model_paths_list=("${PWD}/models/FP32/efficientnet-b0/") | |
model_paths_list=("${PWD}/models/FP32/product-detection-0001/") | |
# Set parameters for only one mode for each run. | |
# If you want to run in Mode 1, parameters in mode 2 and mode 3 should be commented. | |
##**************************************************************## | |
# MODE 1: | |
# For a given Concurrency(Cameras), Script will output: | |
# - Min Latency | |
# - OVMS Config Params: CPU_THROUGHPUT_STREAMS | |
# Uncomment below line for MODE 1 | |
kpi_concurrency=10 # number of Concurrency(cameras) | |
##**************************************************************## | |
##**************************************************************## | |
# MODE 2: | |
# For a given latency, the script will output: | |
# - Min, Max Concurrency (Cameras) | |
# - OVMS Config Params: CPU_THROUGHPUT_STREAMS | |
# Uncomment below 3 lines for MODE 2 | |
# kpi_latency=0.09 # in ms (milliseconds) | |
# min_concurrency=1 # min number of Concurrency(cameras) | |
# max_concurrency=1 # max number of Concurrency(cameras) | |
##**************************************************************## | |
##**************************************************************## | |
# MODE 3: | |
# KPIs are unknown, Script will output several combinations of Streams,Concurrency,Latency(ms) | |
# There are no parameters for this mode. | |
##**************************************************************## | |
##**************************************************************## | |
# Change below parameters if neccesary. | |
##**************************************************************## | |
benchmark_duration=10 | |
grpc_workers=1 | |
batch_size=1 | |
shape="auto" | |
port=9001 | |
r_port=9000 | |
ovms_docker_image='openvino/model_server:latest' | |
benchmark_docker_image='benchmark_client:latest' | |
ovms_container_name="ovms_server_benchm" | |
benchclient_container_name="benchmark_client_benchm" |
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