def benchmark_model(flags):
configs = format_model_config(flags)
clear_build_dirs(configs[YAMLKeyword.library_name])
target_socs = configs[YAMLKeyword.target_socs]
device_list = DeviceManager.list_devices(flags.device_yml)
if target_socs and ALL_SOC_TAG not in target_socs:
device_list = [
dev for dev in device_list
if dev[YAMLKeyword.target_socs].lower() in target_socs
]
for target_abi in configs[YAMLKeyword.target_abis]:
# build benchmark_model binary
for dev in device_list:
if target_abi in dev[YAMLKeyword.target_abis]:
toolchain = infer_toolchain(target_abi)
build_benchmark_model(configs, target_abi, toolchain,
not flags.disable_openmp,
flags.mace_lib_type)
device = DeviceWrapper(dev)
with device.lock():
device.bm_specific_target(flags, configs, target_abi)
else:
six.print_('There is no abi %s with soc %s' %
(target_abi, dev[YAMLKeyword.target_socs]),
file=sys.stderr)
def benchmark_model(flags):
configs = format_model_config(flags)
clear_build_dirs(configs[YAMLKeyword.library_name])
target_socs = configs[YAMLKeyword.target_socs]
device_list = DeviceManager.list_devices(flags.device_yml)
if target_socs and TargetSOCTag.all not in target_socs:
device_list = [dev for dev in device_list
if dev[YAMLKeyword.target_socs].lower() in target_socs]
for target_abi in configs[YAMLKeyword.target_abis]:
if flags.target_socs == TargetSOCTag.random:
target_devices = sh_commands.choose_a_random_device(
device_list, target_abi)
else:
target_devices = device_list
# build benchmark_model binary
for dev in target_devices:
if target_abi in dev[YAMLKeyword.target_abis]:
toolchain = infer_toolchain(target_abi)
build_benchmark_model(configs,
target_abi,
toolchain,
not flags.disable_openmp,
flags.mace_lib_type)
device = DeviceWrapper(dev)
start_time = time.time()
with device.lock():
device.bm_specific_target(flags, configs, target_abi)
elapse_minutes = (time.time() - start_time) / 60
print("Elapse time: %f minutes." % elapse_minutes)
else:
six.print_('There is no abi %s with soc %s' %
(target_abi, dev[YAMLKeyword.target_socs]),
file=sys.stderr)