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Original question:

AM68A: QAT v2 cannot compilation by edgeai-tidl-tools-11_00_06_00/

AM68A: AM68A: QAT v2 cannot compilation by edgeai-tidl-tools-11_00_06_00

zhenzhou zhenzhou
Prodigy 50 points
Part Number: AM68A


Tool/software:

Hi TI，
    I try to compilate qat v2 model,I change the model config 

'advanced_options:prequantized_model': 1, 

data_convert = 0

   I compilate mobilenet_v2_lite_wt-v2_qat-v2-wc8-at8_20231120_model.onnx downloaded from model zoo link http://software-dl.ti.com/jacinto7/esd/modelzoo/11_01_00/modelartifacts/AM68A/8bits/cl-6508_onnxrt_imagenet1k_edgeai-tv2_mobilenet_v2_lite_wt-v2_qat-v2-wc8-at8_20231120_model_onnx.tar.gz successfully, but the qat model generated by edgeai-tensorlab/edgeai-modeloptimization/torchmodelopt/main/model_surgery_examples.py is fialed,

test_qatv2.zip

the log as follows:

/home/szz/anaconda3/envs/edgeai-tidl-1100/bin/python /home/szz/zx/code/edgeai-tidl-tools-11-00/examples/osrt_python/ort/imotion_onnxrt_ep.py -c -m mobilenet_v2_qat -ca ./quantization_data/calib_data/mobilenet_v2 -onnx /home/szz/zx/code/edgeai-tensorlab/edgeai-modeloptimization/torchmodelopt/main/data/checkpoints/v2/mobilenet_v2_quant_lite.onnx -output ./quantization_data/quantization
Skipping import of model optimizer
env SOC: am68a
env TIDL_TOOLS_PATH: /home/szz/zx/code/edgeai-tidl-tools-11-00/tools/AM68A/tidl_tools
env LD_LIBRARY_PATH: $LD_LIBRARY_PATH:/home/szz/zx/code/edgeai-tidl-tools-11-00/tools/AM68A/tidl_tools
env ARM64_GCC_PATH: /home/szz/zx/code/edgeai-tidl-tools-11-00/tools/arago-2025.01
env TIDL_RT_PERFSTATS: 1
Available execution providers : ['TIDLExecutionProvider', 'TIDLCompilationProvider', 'CPUExecutionProvider']
Running model - mobilenet_v2_qat
Running shape inference on model /home/szz/zx/code/edgeai-tensorlab/edgeai-modeloptimization/torchmodelopt/main/data/checkpoints/v2/mobilenet_v2_quant_lite.onnx
tidl_tools_path = /home/szz/zx/code/edgeai-tidl-tools-11-00/tools/AM68A/tidl_tools
artifacts_folder = ./quantization_data/quantization/mobilenet_v2_qat
tidl_tensor_bits = 8
debug_level = 4
num_tidl_subgraphs = 16
num_tidl_subgraph_max_node = 0
enable_rt_multi_subgraph_support = 0
tidl_denylist =
tidl_denylist_layer_name =
tidl_denylist_layer_type =
tidl_allowlist_layer_name =
model_type =
tidl_calibration_accuracy_level = 64
tidl_calibration_options:num_frames_calibration = 1
tidl_calibration_options:bias_calibration_iterations = 1
mixed_precision_factor = -1.000000
model_group_id = 0
power_of_2_quantization = 3
ONNX QDQ Enabled = 1
enable_high_resolution_optimization = 0
pre_batchnorm_fold = 1
add_data_convert_ops = 0
output_feature_16bit_names_list =
m_params_16bit_names_list =
m_single_core_layers_names_list =
m_spatial_split_layers_names_list =
m_channel_split_layers_names_list =
Inference mode = 0
Number of cores = 1
reserved_compile_constraints_flag = 1601
partial_init_during_compile = 0
packetize_mode = 0
enable_tfr_optimization = 0
ti_internal_reserved_1 =

========================= [Model Compilation Started] =========================

Model compilation will perform the following stages:
1. Parsing
2. Graph Optimization
3. Quantization & Calibration
4. Memory Planning

============================== [Version Summary] ==============================

-------------------------------------------------------------------------------
| TIDL Tools Version | 11_00_06_00 |
-------------------------------------------------------------------------------
| C7x Firmware Version | 11_00_00_00 |
-------------------------------------------------------------------------------
| Runtime Version | 1.15.0 |
-------------------------------------------------------------------------------
| Model Opset Version | 18 |
-------------------------------------------------------------------------------

============================== [Parsing Started] ==============================

[TIDL Import] [PARSER] 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
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/1_1/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/1_1/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_34/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_34/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_15/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_15/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_33/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_33/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_32/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_32/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_14/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_14/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_31/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_31/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_30/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_30/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_13/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_13/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_29/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_29/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_28/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_28/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_12/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_12/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_27/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_27/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_26/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_26/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_11/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_11/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_25/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_25/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_24/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_24/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_10/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_10/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_23/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_23/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_22/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_22/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_9/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_9/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_21/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_21/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_20/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_20/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_8/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_8/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_19/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_19/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_18/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_18/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_7/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_7/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_17/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_17/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_16/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_16/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_6/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_6/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_15/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_15/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_14/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_14/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_5/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_5/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_13/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_13/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_12/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_12/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_4/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_4/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_11/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_11/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_10/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_10/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_3/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_3/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_9/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_9/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_8/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_8/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_2/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_2/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_7/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_7/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_6/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_6/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_1/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_1/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_5/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_5/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_4/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_4/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_3/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_3/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_2/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_2/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/1/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/1/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_1/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_1/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_1/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_1/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_1/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/1/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/1/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/1/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_2/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_2/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_2/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_3/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_3/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_3/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_4/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_4/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_4/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_5/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_5/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_5/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_1/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_1/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_1/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_6/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_6/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_6/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_7/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_7/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_7/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_2/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_2/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_2/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_8/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_8/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_8/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_9/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_9/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_9/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_3/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_3/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_3/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_3 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_1 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_10/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_4 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_10/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_10/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_11/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_11/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_11/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_4/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_4/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_4/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_5 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_2 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_3 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_12/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_12/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_12/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_13/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_13/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_13/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_5/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_5/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_5/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_14/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_6 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_14/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_14/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_15/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_15/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_15/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_6/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_6/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_6/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_7 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_3 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_4 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_16/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_8 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_16/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_16/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_17/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_17/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_17/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_7/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_7/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_7/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_9 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_4 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_5 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_18/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_10 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_18/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_18/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_19/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_19/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_19/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_8/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_8/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_8/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_11 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_5 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_6 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_20/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_20/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_20/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_21/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_21/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_21/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_9/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_9/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_9/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_22/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_12 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_22/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_22/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_23/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_23/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_23/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_10/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_10/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_10/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_13 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_6 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_7 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_24/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_14 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_24/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_24/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_25/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_25/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_25/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_11/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_11/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_11/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_15 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_7 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_8 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_26/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_26/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_26/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_27/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_27/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_27/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_12/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_12/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_12/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_28/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_16 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_28/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_28/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_29/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_29/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_29/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_13/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_13/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_13/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_17 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_8 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_9 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_30/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_18 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_30/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_30/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_31/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_31/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_31/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_14/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_14/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_14/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_19 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Add, Node name - /module/Add_9 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_10 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_32/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_32/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_32/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_33/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_33/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_33/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/2_15/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/2_15/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/2_15/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/0_34/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Conv, Node name - /module/0_34/Conv -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/0_34/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_20 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - GlobalAveragePool, Node name - /module/GlobalAveragePool -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_11 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_21 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Flatten, Node name - /module/Flatten -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/QuantizeLinear_12 -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/1_1/DequantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - Gemm, Node name - /module/1_1/Gemm -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - QuantizeLinear, Node name - /module/1_1/QuantizeLinear -- [tidl_onnxRtImport_core.cpp, 624]
[TIDL Import] [PARSER] SUPPORTED: Layers type supported by TIDL --- layer type - DequantizeLinear, Node name - /module/DequantizeLinear_22 -- [tidl_onnxRtImport_core.cpp, 624]

------------------------- Subgraph Information Summary -------------------------
-------------------------------------------------------------------------------
| Core | No. of Nodes | Number of Subgraphs |
-------------------------------------------------------------------------------
| C7x | 313 | 1 |
| CPU | 0 | x |
-------------------------------------------------------------------------------
Running Runtimes GraphViz - /home/szz/zx/code/edgeai-tidl-tools-11-00/tools/AM68A/tidl_tools/tidl_graphVisualiser_runtimes.out ./quantization_data/quantization/mobilenet_v2_qat/allowedNode.txt ./quantization_data/quantization/mobilenet_v2_qat/tempDir/graphvizInfo.txt ./quantization_data/quantization/mobilenet_v2_qat/tempDir/runtimes_visualization.svg
============================= [Parsing Completed] =============================

TIDL_createStateImportFunc Started:
Compute on node : TIDLExecutionProvider_TIDL_0_0
0, QuantizeLinear, 3, 1, x, /module/QuantizeLinear_output_0
1, DequantizeLinear, 3, 1, /module/QuantizeLinear_output_0, /module/0/DequantizeLinear_output_0
2, DequantizeLinear, 3, 1, /module/0/Constant_output_0, /module/0/DequantizeLinear_1_output_0
3, DequantizeLinear, 3, 1, onnx::DequantizeLinear_1646, /module/0/DequantizeLinear_2_output_0
4, Conv, 3, 1, /module/0/DequantizeLinear_output_0, /module/0/Conv_output_0
5, QuantizeLinear, 3, 1, /module/0/Conv_output_0, /module/0/QuantizeLinear_output_0
6, DequantizeLinear, 3, 1, /module/0/QuantizeLinear_output_0, /module/0_1/DequantizeLinear_output_0
7, DequantizeLinear, 3, 1, /module/0_1/Constant_2_output_0, /module/0_1/DequantizeLinear_1_output_0
8, DequantizeLinear, 3, 1, /module/0_1/Constant_6_output_0, /module/0_1/DequantizeLinear_2_output_0
9, Conv, 3, 1, /module/0_1/DequantizeLinear_output_0, /module/0_1/Conv_output_0
10, QuantizeLinear, 3, 1, /module/0_1/Conv_output_0, /module/0_1/QuantizeLinear_output_0
11, DequantizeLinear, 3, 1, /module/0_1/QuantizeLinear_output_0, /module/1/DequantizeLinear_output_0
12, DequantizeLinear, 3, 1, /module/1/Constant_2_output_0, /module/1/DequantizeLinear_1_output_0
13, DequantizeLinear, 3, 1, /module/1/Constant_6_output_0, /module/1/DequantizeLinear_2_output_0
14, Conv, 3, 1, /module/1/DequantizeLinear_output_0, /module/1/Conv_output_0
15, QuantizeLinear, 3, 1, /module/1/Conv_output_0, /module/1/QuantizeLinear_output_0
16, DequantizeLinear, 3, 1, /module/1/QuantizeLinear_output_0, /module/0_2/DequantizeLinear_output_0
17, DequantizeLinear, 3, 1, /module/0_2/Constant_2_output_0, /module/0_2/DequantizeLinear_1_output_0
18, DequantizeLinear, 3, 1, /module/0_2/Constant_6_output_0, /module/0_2/DequantizeLinear_2_output_0
19, Conv, 3, 1, /module/0_2/DequantizeLinear_output_0, /module/0_2/Conv_output_0
20, QuantizeLinear, 3, 1, /module/0_2/Conv_output_0, /module/0_2/QuantizeLinear_output_0
21, DequantizeLinear, 3, 1, /module/0_2/QuantizeLinear_output_0, /module/0_3/DequantizeLinear_output_0
22, DequantizeLinear, 3, 1, /module/0_3/Constant_2_output_0, /module/0_3/DequantizeLinear_1_output_0
23, DequantizeLinear, 3, 1, /module/0_3/Constant_6_output_0, /module/0_3/DequantizeLinear_2_output_0
24, Conv, 3, 1, /module/0_3/DequantizeLinear_output_0, /module/0_3/Conv_output_0
25, QuantizeLinear, 3, 1, /module/0_3/Conv_output_0, /module/0_3/QuantizeLinear_output_0
26, DequantizeLinear, 3, 1, /module/0_3/QuantizeLinear_output_0, /module/2/DequantizeLinear_output_0
27, DequantizeLinear, 3, 1, /module/2/Constant_2_output_0, /module/2/DequantizeLinear_1_output_0
28, DequantizeLinear, 3, 1, /module/2/Constant_6_output_0, /module/2/DequantizeLinear_2_output_0
29, Conv, 3, 1, /module/2/DequantizeLinear_output_0, /module/2/Conv_output_0
30, QuantizeLinear, 3, 1, /module/2/Conv_output_0, /module/2/QuantizeLinear_output_0
31, DequantizeLinear, 3, 1, /module/2/QuantizeLinear_output_0, /module/0_4/DequantizeLinear_output_0
32, DequantizeLinear, 3, 1, /module/0_4/Constant_2_output_0, /module/0_4/DequantizeLinear_1_output_0
33, DequantizeLinear, 3, 1, /module/0_4/Constant_6_output_0, /module/0_4/DequantizeLinear_2_output_0
34, Conv, 3, 1, /module/0_4/DequantizeLinear_output_0, /module/0_4/Conv_output_0
35, QuantizeLinear, 3, 1, /module/0_4/Conv_output_0, /module/0_4/QuantizeLinear_output_0
36, DequantizeLinear, 3, 1, /module/0_4/QuantizeLinear_output_0, /module/0_5/DequantizeLinear_output_0
37, DequantizeLinear, 3, 1, /module/0_5/Constant_2_output_0, /module/0_5/DequantizeLinear_1_output_0
38, DequantizeLinear, 3, 1, /module/0_5/Constant_6_output_0, /module/0_5/DequantizeLinear_2_output_0
39, Conv, 3, 1, /module/0_5/DequantizeLinear_output_0, /module/0_5/Conv_output_0
40, QuantizeLinear, 3, 1, /module/0_5/Conv_output_0, /module/0_5/QuantizeLinear_output_0
41, DequantizeLinear, 3, 1, /module/0_5/QuantizeLinear_output_0, /module/2_1/DequantizeLinear_output_0
42, DequantizeLinear, 3, 1, /module/2_1/Constant_2_output_0, /module/2_1/DequantizeLinear_1_output_0
43, DequantizeLinear, 3, 1, /module/2_1/Constant_6_output_0, /module/2_1/DequantizeLinear_2_output_0
44, Conv, 3, 1, /module/2_1/DequantizeLinear_output_0, /module/2_1/Conv_output_0
45, QuantizeLinear, 3, 1, /module/2_1/Conv_output_0, /module/2_1/QuantizeLinear_output_0
46, DequantizeLinear, 3, 1, /module/2_1/QuantizeLinear_output_0, /module/DequantizeLinear_1_output_0
47, DequantizeLinear, 3, 1, /module/2/QuantizeLinear_output_0, /module/DequantizeLinear_output_0
48, Add, 2, 1, /module/DequantizeLinear_output_0, /module/Add_output_0
49, QuantizeLinear, 3, 1, /module/Add_output_0, /module/QuantizeLinear_1_output_0
50, DequantizeLinear, 3, 1, /module/QuantizeLinear_1_output_0, /module/0_6/DequantizeLinear_output_0
51, DequantizeLinear, 3, 1, /module/0_6/Constant_2_output_0, /module/0_6/DequantizeLinear_1_output_0
52, DequantizeLinear, 3, 1, /module/0_6/Constant_6_output_0, /module/0_6/DequantizeLinear_2_output_0
53, Conv, 3, 1, /module/0_6/DequantizeLinear_output_0, /module/0_6/Conv_output_0
54, QuantizeLinear, 3, 1, /module/0_6/Conv_output_0, /module/0_6/QuantizeLinear_output_0
55, DequantizeLinear, 3, 1, /module/0_6/QuantizeLinear_output_0, /module/0_7/DequantizeLinear_output_0
56, DequantizeLinear, 3, 1, /module/0_7/Constant_2_output_0, /module/0_7/DequantizeLinear_1_output_0
57, DequantizeLinear, 3, 1, /module/0_7/Constant_6_output_0, /module/0_7/DequantizeLinear_2_output_0
58, Conv, 3, 1, /module/0_7/DequantizeLinear_output_0, /module/0_7/Conv_output_0
59, QuantizeLinear, 3, 1, /module/0_7/Conv_output_0, /module/0_7/QuantizeLinear_output_0
60, DequantizeLinear, 3, 1, /module/0_7/QuantizeLinear_output_0, /module/2_2/DequantizeLinear_output_0
61, DequantizeLinear, 3, 1, /module/2_2/Constant_2_output_0, /module/2_2/DequantizeLinear_1_output_0
62, DequantizeLinear, 3, 1, /module/2_2/Constant_6_output_0, /module/2_2/DequantizeLinear_2_output_0
63, Conv, 3, 1, /module/2_2/DequantizeLinear_output_0, /module/2_2/Conv_output_0
64, QuantizeLinear, 3, 1, /module/2_2/Conv_output_0, /module/2_2/QuantizeLinear_output_0
65, DequantizeLinear, 3, 1, /module/2_2/QuantizeLinear_output_0, /module/0_8/DequantizeLinear_output_0
66, DequantizeLinear, 3, 1, /module/0_8/Constant_2_output_0, /module/0_8/DequantizeLinear_1_output_0
67, DequantizeLinear, 3, 1, /module/0_8/Constant_6_output_0, /module/0_8/DequantizeLinear_2_output_0
68, Conv, 3, 1, /module/0_8/DequantizeLinear_output_0, /module/0_8/Conv_output_0
69, QuantizeLinear, 3, 1, /module/0_8/Conv_output_0, /module/0_8/QuantizeLinear_output_0
70, DequantizeLinear, 3, 1, /module/0_8/QuantizeLinear_output_0, /module/0_9/DequantizeLinear_output_0
71, DequantizeLinear, 3, 1, /module/0_9/Constant_2_output_0, /module/0_9/DequantizeLinear_1_output_0
72, DequantizeLinear, 3, 1, /module/0_9/Constant_6_output_0, /module/0_9/DequantizeLinear_2_output_0
73, Conv, 3, 1, /module/0_9/DequantizeLinear_output_0, /module/0_9/Conv_output_0
74, QuantizeLinear, 3, 1, /module/0_9/Conv_output_0, /module/0_9/QuantizeLinear_output_0
75, DequantizeLinear, 3, 1, /module/0_9/QuantizeLinear_output_0, /module/2_3/DequantizeLinear_output_0
76, DequantizeLinear, 3, 1, /module/2_3/Constant_2_output_0, /module/2_3/DequantizeLinear_1_output_0
77, DequantizeLinear, 3, 1, /module/2_3/Constant_6_output_0, /module/2_3/DequantizeLinear_2_output_0
78, Conv, 3, 1, /module/2_3/DequantizeLinear_output_0, /module/2_3/Conv_output_0
79, QuantizeLinear, 3, 1, /module/2_3/Conv_output_0, /module/2_3/QuantizeLinear_output_0
80, DequantizeLinear, 3, 1, /module/2_3/QuantizeLinear_output_0, /module/DequantizeLinear_3_output_0
81, DequantizeLinear, 3, 1, /module/2_2/QuantizeLinear_output_0, /module/DequantizeLinear_2_output_0
82, Add, 2, 1, /module/DequantizeLinear_2_output_0, /module/Add_1_output_0
83, QuantizeLinear, 3, 1, /module/Add_1_output_0, /module/QuantizeLinear_2_output_0
84, DequantizeLinear, 3, 1, /module/QuantizeLinear_2_output_0, /module/0_10/DequantizeLinear_output_0
85, DequantizeLinear, 3, 1, /module/0_10/Constant_2_output_0, /module/0_10/DequantizeLinear_1_output_0
86, DequantizeLinear, 3, 1, /module/0_10/Constant_6_output_0, /module/0_10/DequantizeLinear_2_output_0
87, Conv, 3, 1, /module/0_10/DequantizeLinear_output_0, /module/0_10/Conv_output_0
88, QuantizeLinear, 3, 1, /module/0_10/Conv_output_0, /module/0_10/QuantizeLinear_output_0
89, DequantizeLinear, 3, 1, /module/0_10/QuantizeLinear_output_0, /module/0_11/DequantizeLinear_output_0
90, DequantizeLinear, 3, 1, /module/0_11/Constant_2_output_0, /module/0_11/DequantizeLinear_1_output_0
91, DequantizeLinear, 3, 1, /module/0_11/Constant_6_output_0, /module/0_11/DequantizeLinear_2_output_0
92, Conv, 3, 1, /module/0_11/DequantizeLinear_output_0, /module/0_11/Conv_output_0
93, QuantizeLinear, 3, 1, /module/0_11/Conv_output_0, /module/0_11/QuantizeLinear_output_0
94, DequantizeLinear, 3, 1, /module/0_11/QuantizeLinear_output_0, /module/2_4/DequantizeLinear_output_0
95, DequantizeLinear, 3, 1, /module/2_4/Constant_2_output_0, /module/2_4/DequantizeLinear_1_output_0
96, DequantizeLinear, 3, 1, /module/2_4/Constant_6_output_0, /module/2_4/DequantizeLinear_2_output_0
97, Conv, 3, 1, /module/2_4/DequantizeLinear_output_0, /module/2_4/Conv_output_0
98, QuantizeLinear, 3, 1, /module/2_4/Conv_output_0, /module/2_4/QuantizeLinear_output_0
99, DequantizeLinear, 3, 1, /module/2_4/QuantizeLinear_output_0, /module/DequantizeLinear_5_output_0
100, DequantizeLinear, 3, 1, /module/QuantizeLinear_2_output_0, /module/DequantizeLinear_4_output_0
101, Add, 2, 1, /module/DequantizeLinear_4_output_0, /module/Add_2_output_0
102, QuantizeLinear, 3, 1, /module/Add_2_output_0, /module/QuantizeLinear_3_output_0
103, DequantizeLinear, 3, 1, /module/QuantizeLinear_3_output_0, /module/0_12/DequantizeLinear_output_0
104, DequantizeLinear, 3, 1, /module/0_12/Constant_2_output_0, /module/0_12/DequantizeLinear_1_output_0
105, DequantizeLinear, 3, 1, /module/0_12/Constant_6_output_0, /module/0_12/DequantizeLinear_2_output_0
106, Conv, 3, 1, /module/0_12/DequantizeLinear_output_0, /module/0_12/Conv_output_0
107, QuantizeLinear, 3, 1, /module/0_12/Conv_output_0, /module/0_12/QuantizeLinear_output_0
108, DequantizeLinear, 3, 1, /module/0_12/QuantizeLinear_output_0, /module/0_13/DequantizeLinear_output_0
109, DequantizeLinear, 3, 1, /module/0_13/Constant_2_output_0, /module/0_13/DequantizeLinear_1_output_0
110, DequantizeLinear, 3, 1, /module/0_13/Constant_6_output_0, /module/0_13/DequantizeLinear_2_output_0
111, Conv, 3, 1, /module/0_13/DequantizeLinear_output_0, /module/0_13/Conv_output_0
112, QuantizeLinear, 3, 1, /module/0_13/Conv_output_0, /module/0_13/QuantizeLinear_output_0
113, DequantizeLinear, 3, 1, /module/0_13/QuantizeLinear_output_0, /module/2_5/DequantizeLinear_output_0
114, DequantizeLinear, 3, 1, /module/2_5/Constant_2_output_0, /module/2_5/DequantizeLinear_1_output_0
115, DequantizeLinear, 3, 1, /module/2_5/Constant_6_output_0, /module/2_5/DequantizeLinear_2_output_0
116, Conv, 3, 1, /module/2_5/DequantizeLinear_output_0, /module/2_5/Conv_output_0
117, QuantizeLinear, 3, 1, /module/2_5/Conv_output_0, /module/2_5/QuantizeLinear_output_0
118, DequantizeLinear, 3, 1, /module/2_5/QuantizeLinear_output_0, /module/0_14/DequantizeLinear_output_0
119, DequantizeLinear, 3, 1, /module/0_14/Constant_2_output_0, /module/0_14/DequantizeLinear_1_output_0
120, DequantizeLinear, 3, 1, /module/0_14/Constant_6_output_0, /module/0_14/DequantizeLinear_2_output_0
121, Conv, 3, 1, /module/0_14/DequantizeLinear_output_0, /module/0_14/Conv_output_0
122, QuantizeLinear, 3, 1, /module/0_14/Conv_output_0, /module/0_14/QuantizeLinear_output_0
123, DequantizeLinear, 3, 1, /module/0_14/QuantizeLinear_output_0, /module/0_15/DequantizeLinear_output_0
124, DequantizeLinear, 3, 1, /module/0_15/Constant_2_output_0, /module/0_15/DequantizeLinear_1_output_0
125, DequantizeLinear, 3, 1, /module/0_15/Constant_6_output_0, /module/0_15/DequantizeLinear_2_output_0
126, Conv, 3, 1, /module/0_15/DequantizeLinear_output_0, /module/0_15/Conv_output_0
127, QuantizeLinear, 3, 1, /module/0_15/Conv_output_0, /module/0_15/QuantizeLinear_output_0
128, DequantizeLinear, 3, 1, /module/0_15/QuantizeLinear_output_0, /module/2_6/DequantizeLinear_output_0
129, DequantizeLinear, 3, 1, /module/2_6/Constant_2_output_0, /module/2_6/DequantizeLinear_1_output_0
130, DequantizeLinear, 3, 1, /module/2_6/Constant_6_output_0, /module/2_6/DequantizeLinear_2_output_0
131, Conv, 3, 1, /module/2_6/DequantizeLinear_output_0, /module/2_6/Conv_output_0
132, QuantizeLinear, 3, 1, /module/2_6/Conv_output_0, /module/2_6/QuantizeLinear_output_0
133, DequantizeLinear, 3, 1, /module/2_6/QuantizeLinear_output_0, /module/DequantizeLinear_7_output_0
134, DequantizeLinear, 3, 1, /module/2_5/QuantizeLinear_output_0, /module/DequantizeLinear_6_output_0
135, Add, 2, 1, /module/DequantizeLinear_6_output_0, /module/Add_3_output_0
136, QuantizeLinear, 3, 1, /module/Add_3_output_0, /module/QuantizeLinear_4_output_0
137, DequantizeLinear, 3, 1, /module/QuantizeLinear_4_output_0, /module/0_16/DequantizeLinear_output_0
138, DequantizeLinear, 3, 1, /module/0_16/Constant_2_output_0, /module/0_16/DequantizeLinear_1_output_0
139, DequantizeLinear, 3, 1, /module/0_16/Constant_6_output_0, /module/0_16/DequantizeLinear_2_output_0
140, Conv, 3, 1, /module/0_16/DequantizeLinear_output_0, /module/0_16/Conv_output_0
141, QuantizeLinear, 3, 1, /module/0_16/Conv_output_0, /module/0_16/QuantizeLinear_output_0
142, DequantizeLinear, 3, 1, /module/0_16/QuantizeLinear_output_0, /module/0_17/DequantizeLinear_output_0
143, DequantizeLinear, 3, 1, /module/0_17/Constant_2_output_0, /module/0_17/DequantizeLinear_1_output_0
144, DequantizeLinear, 3, 1, /module/0_17/Constant_6_output_0, /module/0_17/DequantizeLinear_2_output_0
145, Conv, 3, 1, /module/0_17/DequantizeLinear_output_0, /module/0_17/Conv_output_0
146, QuantizeLinear, 3, 1, /module/0_17/Conv_output_0, /module/0_17/QuantizeLinear_output_0
147, DequantizeLinear, 3, 1, /module/0_17/QuantizeLinear_output_0, /module/2_7/DequantizeLinear_output_0
148, DequantizeLinear, 3, 1, /module/2_7/Constant_2_output_0, /module/2_7/DequantizeLinear_1_output_0
149, DequantizeLinear, 3, 1, /module/2_7/Constant_6_output_0, /module/2_7/DequantizeLinear_2_output_0
150, Conv, 3, 1, /module/2_7/DequantizeLinear_output_0, /module/2_7/Conv_output_0
151, QuantizeLinear, 3, 1, /module/2_7/Conv_output_0, /module/2_7/QuantizeLinear_output_0
152, DequantizeLinear, 3, 1, /module/2_7/QuantizeLinear_output_0, /module/DequantizeLinear_9_output_0
153, DequantizeLinear, 3, 1, /module/QuantizeLinear_4_output_0, /module/DequantizeLinear_8_output_0
154, Add, 2, 1, /module/DequantizeLinear_8_output_0, /module/Add_4_output_0
155, QuantizeLinear, 3, 1, /module/Add_4_output_0, /module/QuantizeLinear_5_output_0
156, DequantizeLinear, 3, 1, /module/QuantizeLinear_5_output_0, /module/0_18/DequantizeLinear_output_0
157, DequantizeLinear, 3, 1, /module/0_18/Constant_2_output_0, /module/0_18/DequantizeLinear_1_output_0
158, DequantizeLinear, 3, 1, /module/0_18/Constant_6_output_0, /module/0_18/DequantizeLinear_2_output_0
159, Conv, 3, 1, /module/0_18/DequantizeLinear_output_0, /module/0_18/Conv_output_0
160, QuantizeLinear, 3, 1, /module/0_18/Conv_output_0, /module/0_18/QuantizeLinear_output_0
161, DequantizeLinear, 3, 1, /module/0_18/QuantizeLinear_output_0, /module/0_19/DequantizeLinear_output_0
162, DequantizeLinear, 3, 1, /module/0_19/Constant_2_output_0, /module/0_19/DequantizeLinear_1_output_0
163, DequantizeLinear, 3, 1, /module/0_19/Constant_6_output_0, /module/0_19/DequantizeLinear_2_output_0
164, Conv, 3, 1, /module/0_19/DequantizeLinear_output_0, /module/0_19/Conv_output_0
165, QuantizeLinear, 3, 1, /module/0_19/Conv_output_0, /module/0_19/QuantizeLinear_output_0
166, DequantizeLinear, 3, 1, /module/0_19/QuantizeLinear_output_0, /module/2_8/DequantizeLinear_output_0
167, DequantizeLinear, 3, 1, /module/2_8/Constant_2_output_0, /module/2_8/DequantizeLinear_1_output_0
168, DequantizeLinear, 3, 1, /module/2_8/Constant_6_output_0, /module/2_8/DequantizeLinear_2_output_0
169, Conv, 3, 1, /module/2_8/DequantizeLinear_output_0, /module/2_8/Conv_output_0
170, QuantizeLinear, 3, 1, /module/2_8/Conv_output_0, /module/2_8/QuantizeLinear_output_0
171, DequantizeLinear, 3, 1, /module/2_8/QuantizeLinear_output_0, /module/DequantizeLinear_11_output_0
172, DequantizeLinear, 3, 1, /module/QuantizeLinear_5_output_0, /module/DequantizeLinear_10_output_0
173, Add, 2, 1, /module/DequantizeLinear_10_output_0, /module/Add_5_output_0
174, QuantizeLinear, 3, 1, /module/Add_5_output_0, /module/QuantizeLinear_6_output_0
175, DequantizeLinear, 3, 1, /module/QuantizeLinear_6_output_0, /module/0_20/DequantizeLinear_output_0
176, DequantizeLinear, 3, 1, /module/0_20/Constant_2_output_0, /module/0_20/DequantizeLinear_1_output_0
177, DequantizeLinear, 3, 1, /module/0_20/Constant_6_output_0, /module/0_20/DequantizeLinear_2_output_0
178, Conv, 3, 1, /module/0_20/DequantizeLinear_output_0, /module/0_20/Conv_output_0
179, QuantizeLinear, 3, 1, /module/0_20/Conv_output_0, /module/0_20/QuantizeLinear_output_0
180, DequantizeLinear, 3, 1, /module/0_20/QuantizeLinear_output_0, /module/0_21/DequantizeLinear_output_0
181, DequantizeLinear, 3, 1, /module/0_21/Constant_2_output_0, /module/0_21/DequantizeLinear_1_output_0
182, DequantizeLinear, 3, 1, /module/0_21/Constant_6_output_0, /module/0_21/DequantizeLinear_2_output_0
183, Conv, 3, 1, /module/0_21/DequantizeLinear_output_0, /module/0_21/Conv_output_0
184, QuantizeLinear, 3, 1, /module/0_21/Conv_output_0, /module/0_21/QuantizeLinear_output_0
185, DequantizeLinear, 3, 1, /module/0_21/QuantizeLinear_output_0, /module/2_9/DequantizeLinear_output_0
186, DequantizeLinear, 3, 1, /module/2_9/Constant_2_output_0, /module/2_9/DequantizeLinear_1_output_0
187, DequantizeLinear, 3, 1, /module/2_9/Constant_6_output_0, /module/2_9/DequantizeLinear_2_output_0
188, Conv, 3, 1, /module/2_9/DequantizeLinear_output_0, /module/2_9/Conv_output_0
189, QuantizeLinear, 3, 1, /module/2_9/Conv_output_0, /module/2_9/QuantizeLinear_output_0
190, DequantizeLinear, 3, 1, /module/2_9/QuantizeLinear_output_0, /module/0_22/DequantizeLinear_output_0
191, DequantizeLinear, 3, 1, /module/0_22/Constant_2_output_0, /module/0_22/DequantizeLinear_1_output_0
192, DequantizeLinear, 3, 1, /module/0_22/Constant_6_output_0, /module/0_22/DequantizeLinear_2_output_0
193, Conv, 3, 1, /module/0_22/DequantizeLinear_output_0, /module/0_22/Conv_output_0
194, QuantizeLinear, 3, 1, /module/0_22/Conv_output_0, /module/0_22/QuantizeLinear_output_0
195, DequantizeLinear, 3, 1, /module/0_22/QuantizeLinear_output_0, /module/0_23/DequantizeLinear_output_0
196, DequantizeLinear, 3, 1, /module/0_23/Constant_2_output_0, /module/0_23/DequantizeLinear_1_output_0
197, DequantizeLinear, 3, 1, /module/0_23/Constant_6_output_0, /module/0_23/DequantizeLinear_2_output_0
198, Conv, 3, 1, /module/0_23/DequantizeLinear_output_0, /module/0_23/Conv_output_0
199, QuantizeLinear, 3, 1, /module/0_23/Conv_output_0, /module/0_23/QuantizeLinear_output_0
200, DequantizeLinear, 3, 1, /module/0_23/QuantizeLinear_output_0, /module/2_10/DequantizeLinear_output_0
201, DequantizeLinear, 3, 1, /module/2_10/Constant_2_output_0, /module/2_10/DequantizeLinear_1_output_0
202, DequantizeLinear, 3, 1, /module/2_10/Constant_6_output_0, /module/2_10/DequantizeLinear_2_output_0
203, Conv, 3, 1, /module/2_10/DequantizeLinear_output_0, /module/2_10/Conv_output_0
204, QuantizeLinear, 3, 1, /module/2_10/Conv_output_0, /module/2_10/QuantizeLinear_output_0
205, DequantizeLinear, 3, 1, /module/2_10/QuantizeLinear_output_0, /module/DequantizeLinear_13_output_0
206, DequantizeLinear, 3, 1, /module/2_9/QuantizeLinear_output_0, /module/DequantizeLinear_12_output_0
207, Add, 2, 1, /module/DequantizeLinear_12_output_0, /module/Add_6_output_0
208, QuantizeLinear, 3, 1, /module/Add_6_output_0, /module/QuantizeLinear_7_output_0
209, DequantizeLinear, 3, 1, /module/QuantizeLinear_7_output_0, /module/0_24/DequantizeLinear_output_0
210, DequantizeLinear, 3, 1, /module/0_24/Constant_2_output_0, /module/0_24/DequantizeLinear_1_output_0
211, DequantizeLinear, 3, 1, /module/0_24/Constant_6_output_0, /module/0_24/DequantizeLinear_2_output_0
212, Conv, 3, 1, /module/0_24/DequantizeLinear_output_0, /module/0_24/Conv_output_0
213, QuantizeLinear, 3, 1, /module/0_24/Conv_output_0, /module/0_24/QuantizeLinear_output_0
214, DequantizeLinear, 3, 1, /module/0_24/QuantizeLinear_output_0, /module/0_25/DequantizeLinear_output_0
215, DequantizeLinear, 3, 1, /module/0_25/Constant_2_output_0, /module/0_25/DequantizeLinear_1_output_0
216, DequantizeLinear, 3, 1, /module/0_25/Constant_6_output_0, /module/0_25/DequantizeLinear_2_output_0
217, Conv, 3, 1, /module/0_25/DequantizeLinear_output_0, /module/0_25/Conv_output_0
218, QuantizeLinear, 3, 1, /module/0_25/Conv_output_0, /module/0_25/QuantizeLinear_output_0
219, DequantizeLinear, 3, 1, /module/0_25/QuantizeLinear_output_0, /module/2_11/DequantizeLinear_output_0
220, DequantizeLinear, 3, 1, /module/2_11/Constant_2_output_0, /module/2_11/DequantizeLinear_1_output_0
221, DequantizeLinear, 3, 1, /module/2_11/Constant_6_output_0, /module/2_11/DequantizeLinear_2_output_0
222, Conv, 3, 1, /module/2_11/DequantizeLinear_output_0, /module/2_11/Conv_output_0
223, QuantizeLinear, 3, 1, /module/2_11/Conv_output_0, /module/2_11/QuantizeLinear_output_0
224, DequantizeLinear, 3, 1, /module/2_11/QuantizeLinear_output_0, /module/DequantizeLinear_15_output_0
225, DequantizeLinear, 3, 1, /module/QuantizeLinear_7_output_0, /module/DequantizeLinear_14_output_0
226, Add, 2, 1, /module/DequantizeLinear_14_output_0, /module/Add_7_output_0
227, QuantizeLinear, 3, 1, /module/Add_7_output_0, /module/QuantizeLinear_8_output_0
228, DequantizeLinear, 3, 1, /module/QuantizeLinear_8_output_0, /module/0_26/DequantizeLinear_output_0
229, DequantizeLinear, 3, 1, /module/0_26/Constant_2_output_0, /module/0_26/DequantizeLinear_1_output_0
230, DequantizeLinear, 3, 1, /module/0_26/Constant_6_output_0, /module/0_26/DequantizeLinear_2_output_0
231, Conv, 3, 1, /module/0_26/DequantizeLinear_output_0, /module/0_26/Conv_output_0
232, QuantizeLinear, 3, 1, /module/0_26/Conv_output_0, /module/0_26/QuantizeLinear_output_0
233, DequantizeLinear, 3, 1, /module/0_26/QuantizeLinear_output_0, /module/0_27/DequantizeLinear_output_0
234, DequantizeLinear, 3, 1, /module/0_27/Constant_2_output_0, /module/0_27/DequantizeLinear_1_output_0
235, DequantizeLinear, 3, 1, /module/0_27/Constant_6_output_0, /module/0_27/DequantizeLinear_2_output_0
236, Conv, 3, 1, /module/0_27/DequantizeLinear_output_0, /module/0_27/Conv_output_0
237, QuantizeLinear, 3, 1, /module/0_27/Conv_output_0, /module/0_27/QuantizeLinear_output_0
238, DequantizeLinear, 3, 1, /module/0_27/QuantizeLinear_output_0, /module/2_12/DequantizeLinear_output_0
239, DequantizeLinear, 3, 1, /module/2_12/Constant_2_output_0, /module/2_12/DequantizeLinear_1_output_0
240, DequantizeLinear, 3, 1, /module/2_12/Constant_6_output_0, /module/2_12/DequantizeLinear_2_output_0
241, Conv, 3, 1, /module/2_12/DequantizeLinear_output_0, /module/2_12/Conv_output_0
242, QuantizeLinear, 3, 1, /module/2_12/Conv_output_0, /module/2_12/QuantizeLinear_output_0
243, DequantizeLinear, 3, 1, /module/2_12/QuantizeLinear_output_0, /module/0_28/DequantizeLinear_output_0
244, DequantizeLinear, 3, 1, /module/0_28/Constant_2_output_0, /module/0_28/DequantizeLinear_1_output_0
245, DequantizeLinear, 3, 1, /module/0_28/Constant_6_output_0, /module/0_28/DequantizeLinear_2_output_0
246, Conv, 3, 1, /module/0_28/DequantizeLinear_output_0, /module/0_28/Conv_output_0
247, QuantizeLinear, 3, 1, /module/0_28/Conv_output_0, /module/0_28/QuantizeLinear_output_0
248, DequantizeLinear, 3, 1, /module/0_28/QuantizeLinear_output_0, /module/0_29/DequantizeLinear_output_0
249, DequantizeLinear, 3, 1, /module/0_29/Constant_2_output_0, /module/0_29/DequantizeLinear_1_output_0
250, DequantizeLinear, 3, 1, /module/0_29/Constant_6_output_0, /module/0_29/DequantizeLinear_2_output_0
251, Conv, 3, 1, /module/0_29/DequantizeLinear_output_0, /module/0_29/Conv_output_0
252, QuantizeLinear, 3, 1, /module/0_29/Conv_output_0, /module/0_29/QuantizeLinear_output_0
253, DequantizeLinear, 3, 1, /module/0_29/QuantizeLinear_output_0, /module/2_13/DequantizeLinear_output_0
254, DequantizeLinear, 3, 1, /module/2_13/Constant_2_output_0, /module/2_13/DequantizeLinear_1_output_0
255, DequantizeLinear, 3, 1, /module/2_13/Constant_6_output_0, /module/2_13/DequantizeLinear_2_output_0
256, Conv, 3, 1, /module/2_13/DequantizeLinear_output_0, /module/2_13/Conv_output_0
257, QuantizeLinear, 3, 1, /module/2_13/Conv_output_0, /module/2_13/QuantizeLinear_output_0
258, DequantizeLinear, 3, 1, /module/2_13/QuantizeLinear_output_0, /module/DequantizeLinear_17_output_0
259, DequantizeLinear, 3, 1, /module/2_12/QuantizeLinear_output_0, /module/DequantizeLinear_16_output_0
260, Add, 2, 1, /module/DequantizeLinear_16_output_0, /module/Add_8_output_0
261, QuantizeLinear, 3, 1, /module/Add_8_output_0, /module/QuantizeLinear_9_output_0
262, DequantizeLinear, 3, 1, /module/QuantizeLinear_9_output_0, /module/0_30/DequantizeLinear_output_0
263, DequantizeLinear, 3, 1, /module/0_30/Constant_2_output_0, /module/0_30/DequantizeLinear_1_output_0
264, DequantizeLinear, 3, 1, /module/0_30/Constant_6_output_0, /module/0_30/DequantizeLinear_2_output_0
265, Conv, 3, 1, /module/0_30/DequantizeLinear_output_0, /module/0_30/Conv_output_0
266, QuantizeLinear, 3, 1, /module/0_30/Conv_output_0, /module/0_30/QuantizeLinear_output_0
267, DequantizeLinear, 3, 1, /module/0_30/QuantizeLinear_output_0, /module/0_31/DequantizeLinear_output_0
268, DequantizeLinear, 3, 1, /module/0_31/Constant_2_output_0, /module/0_31/DequantizeLinear_1_output_0
269, DequantizeLinear, 3, 1, /module/0_31/Constant_6_output_0, /module/0_31/DequantizeLinear_2_output_0
270, Conv, 3, 1, /module/0_31/DequantizeLinear_output_0, /module/0_31/Conv_output_0
271, QuantizeLinear, 3, 1, /module/0_31/Conv_output_0, /module/0_31/QuantizeLinear_output_0
272, DequantizeLinear, 3, 1, /module/0_31/QuantizeLinear_output_0, /module/2_14/DequantizeLinear_output_0
273, DequantizeLinear, 3, 1, /module/2_14/Constant_2_output_0, /module/2_14/DequantizeLinear_1_output_0
274, DequantizeLinear, 3, 1, /module/2_14/Constant_6_output_0, /module/2_14/DequantizeLinear_2_output_0
275, Conv, 3, 1, /module/2_14/DequantizeLinear_output_0, /module/2_14/Conv_output_0
276, QuantizeLinear, 3, 1, /module/2_14/Conv_output_0, /module/2_14/QuantizeLinear_output_0
277, DequantizeLinear, 3, 1, /module/2_14/QuantizeLinear_output_0, /module/DequantizeLinear_19_output_0
278, DequantizeLinear, 3, 1, /module/QuantizeLinear_9_output_0, /module/DequantizeLinear_18_output_0
279, Add, 2, 1, /module/DequantizeLinear_18_output_0, /module/Add_9_output_0
280, QuantizeLinear, 3, 1, /module/Add_9_output_0, /module/QuantizeLinear_10_output_0
281, DequantizeLinear, 3, 1, /module/QuantizeLinear_10_output_0, /module/0_32/DequantizeLinear_output_0
282, DequantizeLinear, 3, 1, /module/0_32/Constant_2_output_0, /module/0_32/DequantizeLinear_1_output_0
283, DequantizeLinear, 3, 1, /module/0_32/Constant_6_output_0, /module/0_32/DequantizeLinear_2_output_0
284, Conv, 3, 1, /module/0_32/DequantizeLinear_output_0, /module/0_32/Conv_output_0
285, QuantizeLinear, 3, 1, /module/0_32/Conv_output_0, /module/0_32/QuantizeLinear_output_0
286, DequantizeLinear, 3, 1, /module/0_32/QuantizeLinear_output_0, /module/0_33/DequantizeLinear_output_0
287, DequantizeLinear, 3, 1, /module/0_33/Constant_2_output_0, /module/0_33/DequantizeLinear_1_output_0
288, DequantizeLinear, 3, 1, /module/0_33/Constant_6_output_0, /module/0_33/DequantizeLinear_2_output_0
289, Conv, 3, 1, /module/0_33/DequantizeLinear_output_0, /module/0_33/Conv_output_0
290, QuantizeLinear, 3, 1, /module/0_33/Conv_output_0, /module/0_33/QuantizeLinear_output_0
291, DequantizeLinear, 3, 1, /module/0_33/QuantizeLinear_output_0, /module/2_15/DequantizeLinear_output_0
292, DequantizeLinear, 3, 1, /module/2_15/Constant_2_output_0, /module/2_15/DequantizeLinear_1_output_0
293, DequantizeLinear, 3, 1, /module/2_15/Constant_6_output_0, /module/2_15/DequantizeLinear_2_output_0
294, Conv, 3, 1, /module/2_15/DequantizeLinear_output_0, /module/2_15/Conv_output_0
295, QuantizeLinear, 3, 1, /module/2_15/Conv_output_0, /module/2_15/QuantizeLinear_output_0
296, DequantizeLinear, 3, 1, /module/2_15/QuantizeLinear_output_0, /module/0_34/DequantizeLinear_output_0
297, DequantizeLinear, 3, 1, /module/0_34/Constant_2_output_0, /module/0_34/DequantizeLinear_1_output_0
298, DequantizeLinear, 3, 1, /module/0_34/Constant_6_output_0, /module/0_34/DequantizeLinear_2_output_0
299, Conv, 3, 1, /module/0_34/DequantizeLinear_output_0, /module/0_34/Conv_output_0
300, QuantizeLinear, 3, 1, /module/0_34/Conv_output_0, /module/0_34/QuantizeLinear_output_0
301, DequantizeLinear, 3, 1, /module/0_34/QuantizeLinear_output_0, /module/DequantizeLinear_20_output_0
302, GlobalAveragePool, 1, 1, /module/DequantizeLinear_20_output_0, /module/GlobalAveragePool_output_0
303, QuantizeLinear, 3, 1, /module/GlobalAveragePool_output_0, /module/QuantizeLinear_11_output_0
304, DequantizeLinear, 3, 1, /module/QuantizeLinear_11_output_0, /module/DequantizeLinear_21_output_0
305, Flatten, 1, 1, /module/DequantizeLinear_21_output_0, /module/Flatten_output_0
306, QuantizeLinear, 3, 1, /module/Flatten_output_0, /module/QuantizeLinear_12_output_0
307, DequantizeLinear, 3, 1, /module/QuantizeLinear_12_output_0, /module/1_1/DequantizeLinear_output_0
308, DequantizeLinear, 3, 1, /module/1_1/Constant_2_output_0, /module/1_1/DequantizeLinear_1_output_0
309, DequantizeLinear, 3, 1, /module/1_1/Constant_6_output_0, /module/1_1/DequantizeLinear_2_output_0
310, Gemm, 3, 1, /module/1_1/DequantizeLinear_output_0, /module/1_1/Gemm_output_0
311, QuantizeLinear, 3, 1, /module/1_1/Gemm_output_0, /module/1_1/QuantizeLinear_output_0
312, DequantizeLinear, 3, 1, /module/1_1/QuantizeLinear_output_0, 1634

Input tensor name - x
Output tensor name - 1634
In TIDL_onnxRtImportInit subgraph_name=mobilenet_v2_0
Layer 0, subgraph id mobilenet_v2_0, name=1634
Layer 1, subgraph id mobilenet_v2_0, name=x
================== [Optimization for mobilenet_v2_0 Started] ==================

In TIDL_runtimesOptimizeNet: LayerIndex = 315, dataIndex = 314
[TIDL Import] [PARSER] ERROR: Unable to merge Dequantize - /module/DequantizeLinear_output_0 upwards - DQ without initializer? -- [tidl_import_common.cpp, 7973]
[TIDL Import] ERROR: - Failed in function: tidl_optimizeNet -- [tidl_import_core.cpp, 2678]
[TIDL Import] ERROR: Network Optimization failed - Failed in function: TIDL_runtimesOptimizeNet -- [tidl_runtimes_import_common.cpp, 1392]
[TIDL Import] [PARSER] ERROR: - Failed in function: TIDL_computeImportFunc -- [tidl_onnxRtImport_EP.cpp, 2672]
************ in TIDL_subgraphRtDelete ************
2025-10-10 15:51:12.899147989 [E:onnxruntime:, sequential_executor.cc:514 ExecuteKernel] Non-zero status code returned while running TIDL_0 node. Name:'TIDLExecutionProvider_TIDL_0_0' Status Message: TIDL Compute Import Failed.
Traceback (most recent call last):
File "/home/szz/zx/code/edgeai-tidl-tools-11-00/examples/osrt_python/ort/imotion_onnxrt_ep.py", line 303, in <module>
run_model(model, all_calibration_files, required_options)
File "/home/szz/zx/code/edgeai-tidl-tools-11-00/examples/osrt_python/ort/imotion_onnxrt_ep.py", line 236, in run_model
output, proc_time, sub_graph_time, height, width = infer_npy(sess, all_calibration_files[i], config)
File "/home/szz/zx/code/edgeai-tidl-tools-11-00/examples/osrt_python/ort/imotion_onnxrt_ep.py", line 153, in infer_npy
output = list(sess.run(None, {input_name: input_data}))
File "/home/szz/anaconda3/envs/edgeai-tidl-1100/lib/python3.10/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 217, in run
return self._sess.run(output_names, input_feed, run_options)
onnxruntime.capi.onnxruntime_pybind11_state.Fail: [ONNXRuntimeError] : 1 : FAIL : Non-zero status code returned while running TIDL_0 node. Name:'TIDLExecutionProvider_TIDL_0_0' Status Message: TIDL Compute Import Failed.

Process finished with exit code 139 (interrupted by signal 11:SIGSEGV)

 

  • 0
    TI__Expert 7831 points

    Hi;

    Thanks for the question and onnx model. We are looking into them and trying to compile them in our end.

    If you can provide your model config file and compiling-command, that will be great.

    Best regards

    Wen Li

  • 0 in reply to Wen Li
    TI__Expert 7831 points

    Hi;

    I did the compilations of your two models on our end. 

    1. The "mobilenet_v2_lite_wt-v2_qat-v2-wc8-at8_20231120_model.onnx" model has been compiled successfully. 

    2. But the "mobilenet_v2_quant_lite.onnx" model's compilation failed.

    Based on the compilation info, it indicates your model #2 has un-supported the data-type and layer. Please see the screenshot.

    Next, We will need to look into your model #2's optimization process. We want to do the optimization in our end, and get the onnx model like you did, so we can see what went wrong. Please provide the details as I mentioned in my previous reply. 

    Thanks and regards

    Wen Li

     

  • +1 in reply to Wen Li
    Prodigy 50 points

    Thanks for your reply, I have resolved this issue by adding onnxsim.simplify

  • 0 in reply to zhenzhou zhenzhou
    TI__Expert 7831 points

    Thank you for the feedback!

    Regards

    Wen Li