inception_benchmark.py

from utils import utilities, read_write_data, run_benchmark_models
import sys
import warnings
import params as args
warnings.simplefilter("ignore")

logging_delay = args.logging_delay

def run():
    csv_file_path = args.csv_file_path
    model_path = args.model_dir
    precision = args.precision

    # System Check
    system_check = utilities(jetson_devkit=args.jetson_devkit, gpu_freq=args.gpu_freq, dla_freq=args.dla_freq)
    if system_check.check_trt():
        sys.exit()
    system_check.set_power_mode(args.power_mode, args.jetson_devkit)
    system_check.clear_ram_space()
    system_check.run_set_clocks_withDVFS()
    system_check.set_jetson_fan(255)
    benchmark_data = read_write_data(csv_file_path=csv_file_path, model_path=model_path)

    # Actually run the inception v4 benchmark here
    model = run_benchmark_models(csv_file_path=csv_file_path, model_path=model_path, precision=precision, benchmark_data=benchmark_data)
    download_err = model.execute(read_index=0)
    if not download_err:
        fps, error_log = model.report()
        if not error_log:
            model.remove()
    system_check.clear_ram_space()
    system_check.set_jetson_fan(0)
    return fps[3]