I tried running the following command:
hailomz optimize --hw-arch hailo8 --har ./yolov5s_c3tr.har yolov5s_c3tr
and got the following error:
<Hailo Model Zoo INFO> Start run for network yolov5s_c3tr ...
<Hailo Model Zoo INFO> Initializing the hailo8 runner...
[warning] hw_arch from HAR is hailo8l but client runner was initialized with hailo8. Using hailo8
<Hailo Model Zoo INFO> Preparing calibration data...
[info] Loading model script commands to yolov5s_c3tr from /home/luo/Downloads/hailo_model_zoo-2.13/hailo_model_zoo/cfg/alls/generic/yolov5s_c3tr.alls
Traceback (most recent call last):
File "/home/luo/anaconda3/envs/hailo/bin/hailomz", line 33, in <module>
sys.exit(load_entry_point('hailo-model-zoo', 'console_scripts', 'hailomz')())
File "/home/luo/Downloads/hailo_model_zoo-2.13/hailo_model_zoo/main.py", line 122, in main
run(args)
File "/home/luo/Downloads/hailo_model_zoo-2.13/hailo_model_zoo/main.py", line 111, in run
return handlers[args.command](args)
File "/home/luo/Downloads/hailo_model_zoo-2.13/hailo_model_zoo/main_driver.py", line 227, in optimize
optimize_model(
File "/home/luo/Downloads/hailo_model_zoo-2.13/hailo_model_zoo/core/main_utils.py", line 324, in optimize_model
optimize_full_precision_model(runner, calib_feed_callback, logger, model_script, resize, input_conversion, classes)
File "/home/luo/Downloads/hailo_model_zoo-2.13/hailo_model_zoo/core/main_utils.py", line 310, in optimize_full_precision_model
runner.optimize_full_precision(calib_data=calib_feed_callback)
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_common/states/states.py", line 16, in wrapped_func
return func(self, *args, **kwargs)
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_client/runner/client_runner.py", line 1996, in optimize_full_precision
self._optimize_full_precision(calib_data=calib_data, data_type=data_type)
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_client/runner/client_runner.py", line 1999, in _optimize_full_precision
self._sdk_backend.optimize_full_precision(calib_data=calib_data, data_type=data_type)
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_client/sdk_backend/sdk_backend.py", line 1497, in optimize_full_precision
model, params = self._apply_model_modification_commands(model, params, update_model_and_params)
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_client/sdk_backend/sdk_backend.py", line 1388, in _apply_model_modification_commands
model, params = command.apply(model, params, hw_consts=self.hw_arch.consts)
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_client/sdk_backend/script_parser/nms_postprocess_command.py", line 385, in apply
self._update_config_file(hailo_nn)
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_client/sdk_backend/script_parser/nms_postprocess_command.py", line 545, in _update_config_file
self._layers_scope_addition(hailo_nn)
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_client/sdk_backend/script_parser/nms_postprocess_command.py", line 588, in _layers_scope_addition
bbox_decoder[field.value] = hailo_nn.get_layer_by_name(bbox_decoder[field.value]).name
File "/home/luo/anaconda3/envs/hailo/lib/python3.10/site-packages/hailo_sdk_common/hailo_nn/hailo_nn.py", line 529, in get_layer_by_name
raise HailoNNException(f"The layer named {layer_name} doesn't exist in the HN")
hailo_sdk_common.hailo_nn.exceptions.HailoNNException: The layer named conv64 doesn't exist in the HN
I don’t understand what encoded_layer refers to, and how to determine which one it is in the onnx model I converted？
