Good morning,
Hi, I wanted to learn the process of compiling a pre-trained model with DFC, so I downloaded DFC v3.28.0 and successfully installed it, then I downloaded a pre-trained model from , unzipped it, located the
.onnx file, translated it to a .har file, added some layers with model_script, optimized it with a calibration dataset and then i proceeded to the next step to compile it to a hef file, I ended up with this error:
[error] Failed to produce compiled graph
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-68-b7c37a0edc83> in <cell line: 1>()
----> 1 hef = runner.compile()
14 frames
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/runner/client_runner.py in compile(self)
713 >>> compiled_model = runner.compile()
714 """
--> 715 return self._compile()
716
717 @contextmanager
/usr/local/lib/python3.10/dist-packages/hailo_sdk_common/states/states.py in wrapped_func(self, *args, **kwargs)
14 raise InvalidStateException("The execution of {} is not available under the state: "
15 "{}".format(func.__name__, self._state.value))
---> 16 return func(self, *args, **kwargs)
17
18 return wrapped_func
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/runner/client_runner.py in _compile(self, fps, mapping_timeout, allocator_script_filename)
830 self.load_model_script(allocator_script_filename)
831
--> 832 serialized_hef = self._sdk_backend.compile(fps, self.model_script, mapping_timeout)
833
834 self._auto_model_script = self._sdk_backend.get_auto_alls()
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/sdk_backend/sdk_backend.py in compile(self, fps, allocator_script, mapping_timeout)
1438 def compile(self, fps, allocator_script=None, mapping_timeout=None):
1439 self._model.fill_default_quantization_params(logger=self._logger)
-> 1440 hef, mapped_graph_file = self._compile(fps, allocator_script, mapping_timeout)
1441 # TODO: https://hailotech.atlassian.net/browse/SDK-31038
1442 if not SDKPaths().is_internal:
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/sdk_backend/sdk_backend.py in _compile(self, fps, allocator_script, mapping_timeout)
1432 'Did you forget to quantize?')
1433
-> 1434 hef, mapped_graph_file, auto_alls = self.hef_full_build(fps, mapping_timeout, model_params, allocator_script)
1435 self._auto_alls = auto_alls
1436 return hef, mapped_graph_file
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/sdk_backend/sdk_backend.py in hef_full_build(self, fps, mapping_timeout, params, allocator_script)
1406 config_paths = ConfigPaths(self._hw_arch, self._model.name)
1407 config_paths.set_stage('inference')
-> 1408 auto_alls, self._mapped_graph, self._integrated_graph = allocator.create_mapping_and_full_build_hef(
1409 config_paths.get_path('network_graph'),
1410 config_paths.get_path('mapped_graph'),
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/allocator/hailo_tools_runner.py in create_mapping_and_full_build_hef(self, network_graph_path, output_path, compilation_output_proto, agent, strategy, auto_mapping, params, expected_output_tensor, expected_pre_acts, allocator_script, allocator_script_mode, compiler_statistics_path, nms_metadata, har, alls_ignore_invalid_cmds)
596 "Number of clusters in layer placements is larger than allowed number of clusters")
597
--> 598 self.call_builder(network_graph_path, output_path, compilation_output_proto=compilation_output_proto,
599 agent=agent, strategy=strategy, exit_point=BuilderExitPoint.POST_CAT, params=params,
600 expected_output_tensor=expected_output_tensor, expected_pre_acts=expected_pre_acts,
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/allocator/hailo_tools_runner.py in call_builder(self, network_graph_path, output_path, blind_deserialize, **kwargs)
554 sys.excepthook = _hailo_tools_exception_hook
555 try:
--> 556 self.run_builder(network_graph_path, output_path, **kwargs)
557 except BackendInternalException:
558 try:
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/allocator/hailo_tools_runner.py in run_builder(self, network_graph_filename, output_filename, compilation_output_proto, agent, strategy, exit_point, params, expected_output_tensor, expected_pre_acts, allocator_script, allocator_script_mode, compiler_statistics_path, is_debug, nms_metadata, har, alls_ignore_invalid_cmds)
413
414 try:
--> 415 self._run_hailo_tools(paths)
416 except HailoToolsException as e:
417 print("\033[?25h") # Bring back the cursur if it's still hidden
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/allocator/hailo_tools_runner.py in _run_hailo_tools(self, tool_args)
289
290 def _run_hailo_tools(self, tool_args):
--> 291 self._output_integrated_pb_map, self._output_integrated_pb_graph = run_hailo_tools(tool_args, 'compiler',
292 client=self._client,
293 server=self._server,
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/allocator/hailo_tools_runner.py in run_hailo_tools(tool_args, exe_name, client, server, builder_pb_input)
207 def run_hailo_tools(tool_args, exe_name, client=None, server=None, builder_pb_input=None):
208 hailo_tools_path = SDKPaths().join_hailo_tools_path('build/' + exe_name)
--> 209 return run_tool_from_binary(hailo_tools_path, tool_args,
210 client=client, server=server, builder_pb_input=builder_pb_input)
211
/usr/local/lib/python3.10/dist-packages/hailo_sdk_client/allocator/hailo_tools_runner.py in run_tool_from_binary(binary_path, tool_args, client, server, builder_pb_input)
171 # Add the libraries for the or tools shared objects
172 env = create_env()
--> 173 process = subprocess.Popen(cmd_args, env=env, pass_fds=(client.fileno(),))
174 client.close()
175
/usr/lib/python3.10/subprocess.py in __init__(self, args, bufsize, executable, stdin, stdout, stderr, preexec_fn, close_fds, shell, cwd, env, universal_newlines, startupinfo, creationflags, restore_signals, start_new_session, pass_fds, user, group, extra_groups, encoding, errors, text, umask, pipesize)
969 encoding=encoding, errors=errors)
970
--> 971 self._execute_child(args, executable, preexec_fn, close_fds,
972 pass_fds, cwd, env,
973 startupinfo, creationflags, shell,
/usr/lib/python3.10/subprocess.py in _execute_child(self, args, executable, preexec_fn, close_fds, pass_fds, cwd, env, startupinfo, creationflags, shell, p2cread, p2cwrite, c2pread, c2pwrite, errread, errwrite, restore_signals, gid, gids, uid, umask, start_new_session)
1736
1737 if (_USE_POSIX_SPAWN
-> 1738 and os.path.dirname(executable)
1739 and preexec_fn is None
1740 and not close_fds
/usr/lib/python3.10/posixpath.py in dirname(p)
150 def dirname(p):
151 """Returns the directory component of a pathname"""
--> 152 p = os.fspath(p)
153 sep = _get_sep(p)
154 i = p.rfind(sep) + 1
TypeError: expected str, bytes or os.PathLike object, not NoneType
If anybody encountered the same did you find out how to get around this issue?