Hi all,
I am trying to load a tflite model, however it fails. The only message recieved is Segmentation Fault without further details(with different Debug Levels).
Following is the piece of code:
import tflite_runtime.interpreter as tflite
compile_options = {"tidl_tools_path": os.environ['TIDL_TOOLS_PATH'],
"tensor_bits":8,
"accuracy":1,
"debug_level":1, # also tested with debug level 3
"artifacts_folder": "/home/tda4/output"}
tidl_delegate = [tflite.load_delegate(os.path.join(os.environ['TIDL_TOOLS_PATH'], 'tidl_model_import_tflite.so'),
compile_options)]
interpreter = tflite.Interpreter(model_path="/home/tda4/abc/tfl/data/model.tflite",
experimental_delegates=tidl_delegate)
And the output is:
****** WARNING : Network not identified as Object Detection network : (1) Ignore if network is not Object Detection network (2) If network is Object Detection network, please specify "model_type":"OD" as part of OSRT compilation options****** Segmentation fault
Some more information related to why the Segmentation fault occurs would be helpful, but I am not sure how to get this.
I have tested other tflite models they seem to work.
Edit: Tested the same model with ONNX EP now, this writes out more things in log. For ex: Slice and Sub layer were not supported. I added them in the deny_list. Now I still get the Segmentation Fault with following log:
tidl_tools_path = /home/root/tidl_tools artifacts_folder = /home/root/output tidl_tensor_bits = 8 debug_level = 1 num_tidl_subgraphs = 16 tidl_denylist = Slice Sub tidl_denylist_layer_name = tidl_denylist_layer_type = tidl_allowlist_layer_name = model_type = tidl_calibration_accuracy_level = 7 tidl_calibration_options:num_frames_calibration = 20 tidl_calibration_options:bias_calibration_iterations = 50 mixed_precision_factor = -1.000000 model_group_id = 0 power_of_2_quantization = 2 enable_high_resolution_optimization = 0 pre_batchnorm_fold = 1 add_data_convert_ops = 0 output_feature_16bit_names_list = m_params_16bit_names_list = reserved_compile_constraints_flag = 1601 ti_internal_reserved_1 = ****** WARNING : Network not identified as Object Detection network : (1) Ignore if network is not Object Detection network (2) If network is Object Detection network, please specify "model_type":"OD" as part of OSRT compilation options****** Op type 'Sub' added to unsupported nodes as specified in deny list Op t
The log does not seem to be complete though.
Best
Ashay
