mugu@mugu-ASUS:~/edgeai-tidl-tools$ python3 compile_model.py /home/mugu/edgeai-tidl-tools/last.onnx /home/mugu/edgeai-tidl-tools/test_data /home/mugu/edgeai-tidl-tools/model-artifacts/ Available execution providers : ['TIDLExecutionProvider', 'TIDLCompilationProvider', 'CPUExecutionProvider'] tidl_tools_path = /home/mugu/edgeai-tidl-tools/tidl_tools artifacts_folder = /home/mugu/edgeai-tidl-tools/model-artifacts/tidl_output tidl_tensor_bits = 8 debug_level = 3 num_tidl_subgraphs = 16 tidl_denylist = tidl_denylist_layer_name = tidl_denylist_layer_type = tidl_allowlist_layer_name = model_type = tidl_calibration_accuracy_level = 7 tidl_calibration_options:num_frames_calibration = 21 tidl_calibration_options:bias_calibration_iterations = 5 mixed_precision_factor = -1.000000 model_group_id = 0 power_of_2_quantization = 2 ONNX QDQ Enabled = 0 enable_high_resolution_optimization = 0 pre_batchnorm_fold = 1 add_data_convert_ops = 0 output_feature_16bit_names_list = m_params_16bit_names_list = reserved_compile_constraints_flag = 1601 ti_internal_reserved_1 = ****** WARNING : Network not identified as Object Detection network : (1) Ignore if network is not Object Detection network (2) If network is Object Detection network, please specify "model_type":"OD" as part of OSRT compilation options****** Supported TIDL layer type --- Conv -- /model.0/conv/Conv Supported TIDL layer type --- Relu -- /model.0/act/Relu Supported TIDL layer type --- Conv -- /model.1/conv/Conv Supported TIDL layer type --- Relu -- /model.1/act/Relu Supported TIDL layer type --- Conv -- /model.2/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.2/cv1/act/Relu Supported TIDL layer type --- Split -- /model.2/Split Supported TIDL layer type --- Conv -- /model.2/m.0/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.2/m.0/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.2/m.0/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.2/m.0/cv2/act/Relu Supported TIDL layer type --- Add -- /model.2/m.0/Add Supported TIDL layer type --- Concat -- /model.2/Concat Supported TIDL layer type --- Conv -- /model.2/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.2/cv2/act/Relu Supported TIDL layer type --- Conv -- /model.3/conv/Conv Supported TIDL layer type --- Relu -- /model.3/act/Relu Supported TIDL layer type --- Conv -- /model.4/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.4/cv1/act/Relu Supported TIDL layer type --- Split -- /model.4/Split Supported TIDL layer type --- Conv -- /model.4/m.0/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.4/m.0/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.4/m.0/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.4/m.0/cv2/act/Relu Supported TIDL layer type --- Add -- /model.4/m.0/Add Supported TIDL layer type --- Conv -- /model.4/m.1/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.4/m.1/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.4/m.1/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.4/m.1/cv2/act/Relu Supported TIDL layer type --- Add -- /model.4/m.1/Add Supported TIDL layer type --- Concat -- /model.4/Concat Supported TIDL layer type --- Conv -- /model.4/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.4/cv2/act/Relu Supported TIDL layer type --- Conv -- /model.5/conv/Conv Supported TIDL layer type --- Relu -- /model.5/act/Relu Supported TIDL layer type --- Conv -- /model.6/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.6/cv1/act/Relu Supported TIDL layer type --- Split -- /model.6/Split Supported TIDL layer type --- Conv -- /model.6/m.0/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.6/m.0/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.6/m.0/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.6/m.0/cv2/act/Relu Supported TIDL layer type --- Add -- /model.6/m.0/Add Supported TIDL layer type --- Conv -- /model.6/m.1/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.6/m.1/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.6/m.1/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.6/m.1/cv2/act/Relu Supported TIDL layer type --- Add -- /model.6/m.1/Add Supported TIDL layer type --- Concat -- /model.6/Concat Supported TIDL layer type --- Conv -- /model.6/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.6/cv2/act/Relu Supported TIDL layer type --- Conv -- /model.7/conv/Conv Supported TIDL layer type --- Relu -- /model.7/act/Relu Supported TIDL layer type --- Conv -- /model.8/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.8/cv1/act/Relu Supported TIDL layer type --- Split -- /model.8/Split Supported TIDL layer type --- Conv -- /model.8/m.0/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.8/m.0/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.8/m.0/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.8/m.0/cv2/act/Relu Supported TIDL layer type --- Add -- /model.8/m.0/Add Supported TIDL layer type --- Concat -- /model.8/Concat Supported TIDL layer type --- Conv -- /model.8/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.8/cv2/act/Relu Supported TIDL layer type --- Conv -- /model.9/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.9/cv1/act/Relu Supported TIDL layer type --- MaxPool -- /model.9/m/MaxPool Supported TIDL layer type --- MaxPool -- /model.9/m_1/MaxPool Supported TIDL layer type --- MaxPool -- /model.9/m_2/MaxPool Supported TIDL layer type --- Concat -- /model.9/Concat Supported TIDL layer type --- Conv -- /model.9/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.9/cv2/act/Relu Supported TIDL layer type --- Resize -- /model.10/Resize Supported TIDL layer type --- Concat -- /model.11/Concat Supported TIDL layer type --- Conv -- /model.12/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.12/cv1/act/Relu Supported TIDL layer type --- Split -- /model.12/Split Supported TIDL layer type --- Conv -- /model.12/m.0/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.12/m.0/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.12/m.0/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.12/m.0/cv2/act/Relu Supported TIDL layer type --- Concat -- /model.12/Concat Supported TIDL layer type --- Conv -- /model.12/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.12/cv2/act/Relu Supported TIDL layer type --- Resize -- /model.13/Resize Supported TIDL layer type --- Concat -- /model.14/Concat Supported TIDL layer type --- Conv -- /model.15/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.15/cv1/act/Relu Supported TIDL layer type --- Split -- /model.15/Split Supported TIDL layer type --- Conv -- /model.15/m.0/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.15/m.0/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.15/m.0/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.15/m.0/cv2/act/Relu Supported TIDL layer type --- Concat -- /model.15/Concat Supported TIDL layer type --- Conv -- /model.15/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.15/cv2/act/Relu Supported TIDL layer type --- Conv -- /model.16/conv/Conv Supported TIDL layer type --- Relu -- /model.16/act/Relu Supported TIDL layer type --- Concat -- /model.17/Concat Supported TIDL layer type --- Conv -- /model.18/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.18/cv1/act/Relu Supported TIDL layer type --- Split -- /model.18/Split Supported TIDL layer type --- Conv -- /model.18/m.0/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.18/m.0/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.18/m.0/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.18/m.0/cv2/act/Relu Supported TIDL layer type --- Concat -- /model.18/Concat Supported TIDL layer type --- Conv -- /model.18/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.18/cv2/act/Relu Supported TIDL layer type --- Conv -- /model.19/conv/Conv Supported TIDL layer type --- Relu -- /model.19/act/Relu Supported TIDL layer type --- Concat -- /model.20/Concat Supported TIDL layer type --- Conv -- /model.21/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.21/cv1/act/Relu Supported TIDL layer type --- Split -- /model.21/Split Supported TIDL layer type --- Conv -- /model.21/m.0/cv1/conv/Conv Supported TIDL layer type --- Relu -- /model.21/m.0/cv1/act/Relu Supported TIDL layer type --- Conv -- /model.21/m.0/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.21/m.0/cv2/act/Relu Supported TIDL layer type --- Concat -- /model.21/Concat Supported TIDL layer type --- Conv -- /model.21/cv2/conv/Conv Supported TIDL layer type --- Relu -- /model.21/cv2/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv3.2/cv3.2.0/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv3.2/cv3.2.0/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv3.2/cv3.2.1/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv3.2/cv3.2.1/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv3.2/cv3.2.2/Conv Supported TIDL layer type --- Conv -- /model.22/cv2.2/cv2.2.0/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv2.2/cv2.2.0/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv2.2/cv2.2.1/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv2.2/cv2.2.1/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv2.2/cv2.2.2/Conv Supported TIDL layer type --- Concat -- /model.22/Concat_2 Supported TIDL layer type --- Reshape -- /model.22/Reshape_2 Supported TIDL layer type --- Conv -- /model.22/cv3.1/cv3.1.0/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv3.1/cv3.1.0/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv3.1/cv3.1.1/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv3.1/cv3.1.1/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv3.1/cv3.1.2/Conv Supported TIDL layer type --- Conv -- /model.22/cv2.1/cv2.1.0/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv2.1/cv2.1.0/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv2.1/cv2.1.1/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv2.1/cv2.1.1/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv2.1/cv2.1.2/Conv Supported TIDL layer type --- Concat -- /model.22/Concat_1 Supported TIDL layer type --- Reshape -- /model.22/Reshape_1 Supported TIDL layer type --- Conv -- /model.22/cv3.0/cv3.0.0/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv3.0/cv3.0.0/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv3.0/cv3.0.1/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv3.0/cv3.0.1/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv3.0/cv3.0.2/Conv Supported TIDL layer type --- Conv -- /model.22/cv2.0/cv2.0.0/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv2.0/cv2.0.0/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv2.0/cv2.0.1/conv/Conv Supported TIDL layer type --- Relu -- /model.22/cv2.0/cv2.0.1/act/Relu Supported TIDL layer type --- Conv -- /model.22/cv2.0/cv2.0.2/Conv Supported TIDL layer type --- Concat -- /model.22/Concat Supported TIDL layer type --- Reshape -- /model.22/Reshape Supported TIDL layer type --- Concat -- /model.22/Concat_3 Supported TIDL layer type --- Split -- /model.22/Split Supported TIDL layer type --- Sigmoid -- /model.22/Sigmoid Supported TIDL layer type --- Reshape -- /model.22/dfl/Reshape Supported TIDL layer type --- Transpose -- /model.22/dfl/Transpose Supported TIDL layer type --- Softmax -- /model.22/dfl/Softmax Supported TIDL layer type --- Transpose -- /model.22/dfl/Transpose_1 Supported TIDL layer type --- Conv -- /model.22/dfl/conv/Conv Supported TIDL layer type --- Reshape -- /model.22/dfl/Reshape_1 Supported TIDL layer type --- Slice -- /model.22/Slice_1 Supported TIDL layer type --- Add -- /model.22/Add_1 Supported TIDL layer type --- Slice -- /model.22/Slice Supported TIDL layer type --- Sub -- /model.22/Sub Supported TIDL layer type --- Sub -- /model.22/Sub_1 Supported TIDL layer type --- Add -- /model.22/Add_2 Supported TIDL layer type --- Div -- /model.22/Div_1 Supported TIDL layer type --- Concat -- /model.22/Concat_4 Supported TIDL layer type --- Mul -- /model.22/Mul_2 Supported TIDL layer type --- Concat -- /model.22/Concat_5 Preliminary subgraphs created = 1 Final number of subgraphs created are : 1, - Offloaded Nodes - 177, Total Nodes - 177 INFORMATION -- [TIDL_ResizeLayer] Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION -- [TIDL_ResizeLayer] Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. Running runtimes graphviz - /home/mugu/edgeai-tidl-tools/tidl_tools/tidl_graphVisualiser_runtimes.out /home/mugu/edgeai-tidl-tools/model-artifacts/tidl_output/allowedNode.txt /home/mugu/edgeai-tidl-tools/model-artifacts/tidl_output/tempDir/graphvizInfo.txt /home/mugu/edgeai-tidl-tools/model-artifacts/tidl_output/tempDir/runtimes_visualization.svg *** In TIDL_createStateImportFunc *** Compute on node : TIDLExecutionProvider_TIDL_0_0 0, Conv, 3, 1, images, /model.0/conv/Conv_output_0 1, Relu, 1, 1, /model.0/conv/Conv_output_0, /model.0/act/Relu_output_0 2, Conv, 3, 1, /model.0/act/Relu_output_0, /model.1/conv/Conv_output_0 3, Relu, 1, 1, /model.1/conv/Conv_output_0, /model.1/act/Relu_output_0 4, Conv, 3, 1, /model.1/act/Relu_output_0, /model.2/cv1/conv/Conv_output_0 5, Relu, 1, 1, /model.2/cv1/conv/Conv_output_0, /model.2/cv1/act/Relu_output_0 6, Split, 1, 2, /model.2/cv1/act/Relu_output_0, /model.2/Split_output_0 7, Conv, 3, 1, /model.2/Split_output_1, /model.2/m.0/cv1/conv/Conv_output_0 8, Relu, 1, 1, /model.2/m.0/cv1/conv/Conv_output_0, /model.2/m.0/cv1/act/Relu_output_0 9, Conv, 3, 1, /model.2/m.0/cv1/act/Relu_output_0, /model.2/m.0/cv2/conv/Conv_output_0 10, Relu, 1, 1, /model.2/m.0/cv2/conv/Conv_output_0, /model.2/m.0/cv2/act/Relu_output_0 11, Add, 2, 1, /model.2/Split_output_1, /model.2/m.0/Add_output_0 12, Concat, 3, 1, /model.2/Split_output_0, /model.2/Concat_output_0 13, Conv, 3, 1, /model.2/Concat_output_0, /model.2/cv2/conv/Conv_output_0 14, Relu, 1, 1, /model.2/cv2/conv/Conv_output_0, /model.2/cv2/act/Relu_output_0 15, Conv, 3, 1, /model.2/cv2/act/Relu_output_0, /model.3/conv/Conv_output_0 16, Relu, 1, 1, /model.3/conv/Conv_output_0, /model.3/act/Relu_output_0 17, Conv, 3, 1, /model.3/act/Relu_output_0, /model.4/cv1/conv/Conv_output_0 18, Relu, 1, 1, /model.4/cv1/conv/Conv_output_0, /model.4/cv1/act/Relu_output_0 19, Split, 1, 2, /model.4/cv1/act/Relu_output_0, /model.4/Split_output_0 20, Conv, 3, 1, /model.4/Split_output_1, /model.4/m.0/cv1/conv/Conv_output_0 21, Relu, 1, 1, /model.4/m.0/cv1/conv/Conv_output_0, /model.4/m.0/cv1/act/Relu_output_0 22, Conv, 3, 1, /model.4/m.0/cv1/act/Relu_output_0, /model.4/m.0/cv2/conv/Conv_output_0 23, Relu, 1, 1, /model.4/m.0/cv2/conv/Conv_output_0, /model.4/m.0/cv2/act/Relu_output_0 24, Add, 2, 1, /model.4/Split_output_1, /model.4/m.0/Add_output_0 25, Conv, 3, 1, /model.4/m.0/Add_output_0, /model.4/m.1/cv1/conv/Conv_output_0 26, Relu, 1, 1, /model.4/m.1/cv1/conv/Conv_output_0, /model.4/m.1/cv1/act/Relu_output_0 27, Conv, 3, 1, /model.4/m.1/cv1/act/Relu_output_0, /model.4/m.1/cv2/conv/Conv_output_0 28, Relu, 1, 1, /model.4/m.1/cv2/conv/Conv_output_0, /model.4/m.1/cv2/act/Relu_output_0 29, Add, 2, 1, /model.4/m.0/Add_output_0, /model.4/m.1/Add_output_0 30, Concat, 4, 1, /model.4/Split_output_0, /model.4/Concat_output_0 31, Conv, 3, 1, /model.4/Concat_output_0, /model.4/cv2/conv/Conv_output_0 32, Relu, 1, 1, /model.4/cv2/conv/Conv_output_0, /model.4/cv2/act/Relu_output_0 33, Conv, 3, 1, /model.4/cv2/act/Relu_output_0, /model.5/conv/Conv_output_0 34, Relu, 1, 1, /model.5/conv/Conv_output_0, /model.5/act/Relu_output_0 35, Conv, 3, 1, /model.5/act/Relu_output_0, /model.6/cv1/conv/Conv_output_0 36, Relu, 1, 1, /model.6/cv1/conv/Conv_output_0, /model.6/cv1/act/Relu_output_0 37, Split, 1, 2, /model.6/cv1/act/Relu_output_0, /model.6/Split_output_0 38, Conv, 3, 1, /model.6/Split_output_1, /model.6/m.0/cv1/conv/Conv_output_0 39, Relu, 1, 1, /model.6/m.0/cv1/conv/Conv_output_0, /model.6/m.0/cv1/act/Relu_output_0 40, Conv, 3, 1, /model.6/m.0/cv1/act/Relu_output_0, /model.6/m.0/cv2/conv/Conv_output_0 41, Relu, 1, 1, /model.6/m.0/cv2/conv/Conv_output_0, /model.6/m.0/cv2/act/Relu_output_0 42, Add, 2, 1, /model.6/Split_output_1, /model.6/m.0/Add_output_0 43, Conv, 3, 1, /model.6/m.0/Add_output_0, /model.6/m.1/cv1/conv/Conv_output_0 44, Relu, 1, 1, /model.6/m.1/cv1/conv/Conv_output_0, /model.6/m.1/cv1/act/Relu_output_0 45, Conv, 3, 1, /model.6/m.1/cv1/act/Relu_output_0, /model.6/m.1/cv2/conv/Conv_output_0 46, Relu, 1, 1, /model.6/m.1/cv2/conv/Conv_output_0, /model.6/m.1/cv2/act/Relu_output_0 47, Add, 2, 1, /model.6/m.0/Add_output_0, /model.6/m.1/Add_output_0 48, Concat, 4, 1, /model.6/Split_output_0, /model.6/Concat_output_0 49, Conv, 3, 1, /model.6/Concat_output_0, /model.6/cv2/conv/Conv_output_0 50, Relu, 1, 1, /model.6/cv2/conv/Conv_output_0, /model.6/cv2/act/Relu_output_0 51, Conv, 3, 1, /model.6/cv2/act/Relu_output_0, /model.7/conv/Conv_output_0 52, Relu, 1, 1, /model.7/conv/Conv_output_0, /model.7/act/Relu_output_0 53, Conv, 3, 1, /model.7/act/Relu_output_0, /model.8/cv1/conv/Conv_output_0 54, Relu, 1, 1, /model.8/cv1/conv/Conv_output_0, /model.8/cv1/act/Relu_output_0 55, Split, 1, 2, /model.8/cv1/act/Relu_output_0, /model.8/Split_output_0 56, Conv, 3, 1, /model.8/Split_output_1, /model.8/m.0/cv1/conv/Conv_output_0 57, Relu, 1, 1, /model.8/m.0/cv1/conv/Conv_output_0, /model.8/m.0/cv1/act/Relu_output_0 58, Conv, 3, 1, /model.8/m.0/cv1/act/Relu_output_0, /model.8/m.0/cv2/conv/Conv_output_0 59, Relu, 1, 1, /model.8/m.0/cv2/conv/Conv_output_0, /model.8/m.0/cv2/act/Relu_output_0 60, Add, 2, 1, /model.8/Split_output_1, /model.8/m.0/Add_output_0 61, Concat, 3, 1, /model.8/Split_output_0, /model.8/Concat_output_0 62, Conv, 3, 1, /model.8/Concat_output_0, /model.8/cv2/conv/Conv_output_0 63, Relu, 1, 1, /model.8/cv2/conv/Conv_output_0, /model.8/cv2/act/Relu_output_0 64, Conv, 3, 1, /model.8/cv2/act/Relu_output_0, /model.9/cv1/conv/Conv_output_0 65, Relu, 1, 1, /model.9/cv1/conv/Conv_output_0, /model.9/cv1/act/Relu_output_0 66, MaxPool, 1, 1, /model.9/cv1/act/Relu_output_0, /model.9/m/MaxPool_output_0 67, MaxPool, 1, 1, /model.9/m/MaxPool_output_0, /model.9/m_1/MaxPool_output_0 68, MaxPool, 1, 1, /model.9/m_1/MaxPool_output_0, /model.9/m_2/MaxPool_output_0 69, Concat, 4, 1, /model.9/cv1/act/Relu_output_0, /model.9/Concat_output_0 70, Conv, 3, 1, /model.9/Concat_output_0, /model.9/cv2/conv/Conv_output_0 71, Relu, 1, 1, /model.9/cv2/conv/Conv_output_0, /model.9/cv2/act/Relu_output_0 72, Resize, 3, 1, /model.9/cv2/act/Relu_output_0, /model.10/Resize_output_0 73, Concat, 2, 1, /model.10/Resize_output_0, /model.11/Concat_output_0 74, Conv, 3, 1, /model.11/Concat_output_0, /model.12/cv1/conv/Conv_output_0 75, Relu, 1, 1, /model.12/cv1/conv/Conv_output_0, /model.12/cv1/act/Relu_output_0 76, Split, 1, 2, /model.12/cv1/act/Relu_output_0, /model.12/Split_output_0 77, Conv, 3, 1, /model.12/Split_output_1, /model.12/m.0/cv1/conv/Conv_output_0 78, Relu, 1, 1, /model.12/m.0/cv1/conv/Conv_output_0, /model.12/m.0/cv1/act/Relu_output_0 79, Conv, 3, 1, /model.12/m.0/cv1/act/Relu_output_0, /model.12/m.0/cv2/conv/Conv_output_0 80, Relu, 1, 1, /model.12/m.0/cv2/conv/Conv_output_0, /model.12/m.0/cv2/act/Relu_output_0 81, Concat, 3, 1, /model.12/Split_output_0, /model.12/Concat_output_0 82, Conv, 3, 1, /model.12/Concat_output_0, /model.12/cv2/conv/Conv_output_0 83, Relu, 1, 1, /model.12/cv2/conv/Conv_output_0, /model.12/cv2/act/Relu_output_0 84, Resize, 3, 1, /model.12/cv2/act/Relu_output_0, /model.13/Resize_output_0 85, Concat, 2, 1, /model.13/Resize_output_0, /model.14/Concat_output_0 86, Conv, 3, 1, /model.14/Concat_output_0, /model.15/cv1/conv/Conv_output_0 87, Relu, 1, 1, /model.15/cv1/conv/Conv_output_0, /model.15/cv1/act/Relu_output_0 88, Split, 1, 2, /model.15/cv1/act/Relu_output_0, /model.15/Split_output_0 89, Conv, 3, 1, /model.15/Split_output_1, /model.15/m.0/cv1/conv/Conv_output_0 90, Relu, 1, 1, /model.15/m.0/cv1/conv/Conv_output_0, /model.15/m.0/cv1/act/Relu_output_0 91, Conv, 3, 1, /model.15/m.0/cv1/act/Relu_output_0, /model.15/m.0/cv2/conv/Conv_output_0 92, Relu, 1, 1, /model.15/m.0/cv2/conv/Conv_output_0, /model.15/m.0/cv2/act/Relu_output_0 93, Concat, 3, 1, /model.15/Split_output_0, /model.15/Concat_output_0 94, Conv, 3, 1, /model.15/Concat_output_0, /model.15/cv2/conv/Conv_output_0 95, Relu, 1, 1, /model.15/cv2/conv/Conv_output_0, /model.15/cv2/act/Relu_output_0 96, Conv, 3, 1, /model.15/cv2/act/Relu_output_0, /model.22/cv2.0/cv2.0.0/conv/Conv_output_0 97, Relu, 1, 1, /model.22/cv2.0/cv2.0.0/conv/Conv_output_0, /model.22/cv2.0/cv2.0.0/act/Relu_output_0 98, Conv, 3, 1, /model.22/cv2.0/cv2.0.0/act/Relu_output_0, /model.22/cv2.0/cv2.0.1/conv/Conv_output_0 99, Relu, 1, 1, /model.22/cv2.0/cv2.0.1/conv/Conv_output_0, /model.22/cv2.0/cv2.0.1/act/Relu_output_0 100, Conv, 3, 1, /model.22/cv2.0/cv2.0.1/act/Relu_output_0, /model.22/cv2.0/cv2.0.2/Conv_output_0 101, Conv, 3, 1, /model.15/cv2/act/Relu_output_0, /model.22/cv3.0/cv3.0.0/conv/Conv_output_0 102, Relu, 1, 1, /model.22/cv3.0/cv3.0.0/conv/Conv_output_0, /model.22/cv3.0/cv3.0.0/act/Relu_output_0 103, Conv, 3, 1, /model.22/cv3.0/cv3.0.0/act/Relu_output_0, /model.22/cv3.0/cv3.0.1/conv/Conv_output_0 104, Relu, 1, 1, /model.22/cv3.0/cv3.0.1/conv/Conv_output_0, /model.22/cv3.0/cv3.0.1/act/Relu_output_0 105, Conv, 3, 1, /model.22/cv3.0/cv3.0.1/act/Relu_output_0, /model.22/cv3.0/cv3.0.2/Conv_output_0 106, Concat, 2, 1, /model.22/cv2.0/cv2.0.2/Conv_output_0, /model.22/Concat_output_0 107, Reshape, 2, 1, /model.22/Concat_output_0, /model.22/Reshape_output_0 108, Conv, 3, 1, /model.15/cv2/act/Relu_output_0, /model.16/conv/Conv_output_0 109, Relu, 1, 1, /model.16/conv/Conv_output_0, /model.16/act/Relu_output_0 110, Concat, 2, 1, /model.16/act/Relu_output_0, /model.17/Concat_output_0 111, Conv, 3, 1, /model.17/Concat_output_0, /model.18/cv1/conv/Conv_output_0 112, Relu, 1, 1, /model.18/cv1/conv/Conv_output_0, /model.18/cv1/act/Relu_output_0 113, Split, 1, 2, /model.18/cv1/act/Relu_output_0, /model.18/Split_output_0 114, Conv, 3, 1, /model.18/Split_output_1, /model.18/m.0/cv1/conv/Conv_output_0 115, Relu, 1, 1, /model.18/m.0/cv1/conv/Conv_output_0, /model.18/m.0/cv1/act/Relu_output_0 116, Conv, 3, 1, /model.18/m.0/cv1/act/Relu_output_0, /model.18/m.0/cv2/conv/Conv_output_0 117, Relu, 1, 1, /model.18/m.0/cv2/conv/Conv_output_0, /model.18/m.0/cv2/act/Relu_output_0 118, Concat, 3, 1, /model.18/Split_output_0, /model.18/Concat_output_0 119, Conv, 3, 1, /model.18/Concat_output_0, /model.18/cv2/conv/Conv_output_0 120, Relu, 1, 1, /model.18/cv2/conv/Conv_output_0, /model.18/cv2/act/Relu_output_0 121, Conv, 3, 1, /model.18/cv2/act/Relu_output_0, /model.22/cv2.1/cv2.1.0/conv/Conv_output_0 122, Relu, 1, 1, /model.22/cv2.1/cv2.1.0/conv/Conv_output_0, /model.22/cv2.1/cv2.1.0/act/Relu_output_0 123, Conv, 3, 1, /model.22/cv2.1/cv2.1.0/act/Relu_output_0, /model.22/cv2.1/cv2.1.1/conv/Conv_output_0 124, Relu, 1, 1, /model.22/cv2.1/cv2.1.1/conv/Conv_output_0, /model.22/cv2.1/cv2.1.1/act/Relu_output_0 125, Conv, 3, 1, /model.22/cv2.1/cv2.1.1/act/Relu_output_0, /model.22/cv2.1/cv2.1.2/Conv_output_0 126, Conv, 3, 1, /model.18/cv2/act/Relu_output_0, /model.22/cv3.1/cv3.1.0/conv/Conv_output_0 127, Relu, 1, 1, /model.22/cv3.1/cv3.1.0/conv/Conv_output_0, /model.22/cv3.1/cv3.1.0/act/Relu_output_0 128, Conv, 3, 1, /model.22/cv3.1/cv3.1.0/act/Relu_output_0, /model.22/cv3.1/cv3.1.1/conv/Conv_output_0 129, Relu, 1, 1, /model.22/cv3.1/cv3.1.1/conv/Conv_output_0, /model.22/cv3.1/cv3.1.1/act/Relu_output_0 130, Conv, 3, 1, /model.22/cv3.1/cv3.1.1/act/Relu_output_0, /model.22/cv3.1/cv3.1.2/Conv_output_0 131, Concat, 2, 1, /model.22/cv2.1/cv2.1.2/Conv_output_0, /model.22/Concat_1_output_0 132, Reshape, 2, 1, /model.22/Concat_1_output_0, /model.22/Reshape_1_output_0 133, Conv, 3, 1, /model.18/cv2/act/Relu_output_0, /model.19/conv/Conv_output_0 134, Relu, 1, 1, /model.19/conv/Conv_output_0, /model.19/act/Relu_output_0 135, Concat, 2, 1, /model.19/act/Relu_output_0, /model.20/Concat_output_0 136, Conv, 3, 1, /model.20/Concat_output_0, /model.21/cv1/conv/Conv_output_0 137, Relu, 1, 1, /model.21/cv1/conv/Conv_output_0, /model.21/cv1/act/Relu_output_0 138, Split, 1, 2, /model.21/cv1/act/Relu_output_0, /model.21/Split_output_0 139, Conv, 3, 1, /model.21/Split_output_1, /model.21/m.0/cv1/conv/Conv_output_0 140, Relu, 1, 1, /model.21/m.0/cv1/conv/Conv_output_0, /model.21/m.0/cv1/act/Relu_output_0 141, Conv, 3, 1, /model.21/m.0/cv1/act/Relu_output_0, /model.21/m.0/cv2/conv/Conv_output_0 142, Relu, 1, 1, /model.21/m.0/cv2/conv/Conv_output_0, /model.21/m.0/cv2/act/Relu_output_0 143, Concat, 3, 1, /model.21/Split_output_0, /model.21/Concat_output_0 144, Conv, 3, 1, /model.21/Concat_output_0, /model.21/cv2/conv/Conv_output_0 145, Relu, 1, 1, /model.21/cv2/conv/Conv_output_0, /model.21/cv2/act/Relu_output_0 146, Conv, 3, 1, /model.21/cv2/act/Relu_output_0, /model.22/cv2.2/cv2.2.0/conv/Conv_output_0 147, Relu, 1, 1, /model.22/cv2.2/cv2.2.0/conv/Conv_output_0, /model.22/cv2.2/cv2.2.0/act/Relu_output_0 148, Conv, 3, 1, /model.22/cv2.2/cv2.2.0/act/Relu_output_0, /model.22/cv2.2/cv2.2.1/conv/Conv_output_0 149, Relu, 1, 1, /model.22/cv2.2/cv2.2.1/conv/Conv_output_0, /model.22/cv2.2/cv2.2.1/act/Relu_output_0 150, Conv, 3, 1, /model.22/cv2.2/cv2.2.1/act/Relu_output_0, /model.22/cv2.2/cv2.2.2/Conv_output_0 151, Conv, 3, 1, /model.21/cv2/act/Relu_output_0, /model.22/cv3.2/cv3.2.0/conv/Conv_output_0 152, Relu, 1, 1, /model.22/cv3.2/cv3.2.0/conv/Conv_output_0, /model.22/cv3.2/cv3.2.0/act/Relu_output_0 153, Conv, 3, 1, /model.22/cv3.2/cv3.2.0/act/Relu_output_0, /model.22/cv3.2/cv3.2.1/conv/Conv_output_0 154, Relu, 1, 1, /model.22/cv3.2/cv3.2.1/conv/Conv_output_0, /model.22/cv3.2/cv3.2.1/act/Relu_output_0 155, Conv, 3, 1, /model.22/cv3.2/cv3.2.1/act/Relu_output_0, /model.22/cv3.2/cv3.2.2/Conv_output_0 156, Concat, 2, 1, /model.22/cv2.2/cv2.2.2/Conv_output_0, /model.22/Concat_2_output_0 157, Reshape, 2, 1, /model.22/Concat_2_output_0, /model.22/Reshape_2_output_0 158, Concat, 3, 1, /model.22/Reshape_output_0, /model.22/Concat_3_output_0 159, Split, 1, 2, /model.22/Concat_3_output_0, /model.22/Split_output_0 160, Reshape, 2, 1, /model.22/Split_output_0, /model.22/dfl/Reshape_output_0 161, Transpose, 1, 1, /model.22/dfl/Reshape_output_0, /model.22/dfl/Transpose_output_0 162, Softmax, 1, 1, /model.22/dfl/Transpose_output_0, /model.22/dfl/Softmax_output_0 163, Transpose, 1, 1, /model.22/dfl/Softmax_output_0, /model.22/dfl/Transpose_1_output_0 164, Conv, 2, 1, /model.22/dfl/Transpose_1_output_0, /model.22/dfl/conv/Conv_output_0 165, Reshape, 2, 1, /model.22/dfl/conv/Conv_output_0, /model.22/dfl/Reshape_1_output_0 166, Slice, 4, 1, /model.22/dfl/Reshape_1_output_0, /model.22/Slice_output_0 167, Sub, 2, 1, /model.22/Constant_9_output_0, /model.22/Sub_output_0 168, Slice, 4, 1, /model.22/dfl/Reshape_1_output_0, /model.22/Slice_1_output_0 169, Add, 2, 1, /model.22/Constant_9_output_0, /model.22/Add_1_output_0 170, Add, 2, 1, /model.22/Sub_output_0, /model.22/Add_2_output_0 171, Div, 2, 1, /model.22/Add_2_output_0, /model.22/Div_1_output_0 172, Sub, 2, 1, /model.22/Add_1_output_0, /model.22/Sub_1_output_0 173, Concat, 2, 1, /model.22/Div_1_output_0, /model.22/Concat_4_output_0 174, Mul, 2, 1, /model.22/Concat_4_output_0, /model.22/Mul_2_output_0 175, Sigmoid, 1, 1, /model.22/Split_output_1, /model.22/Sigmoid_output_0 176, Concat, 2, 1, /model.22/Mul_2_output_0, output0 Input tensor name - images Output tensor name - output0 Input shape: [1, 3, 640, 640] Input "images": tensor(float) Graph Domain TO version : 11In TIDL_onnxRtImportInit subgraph_name=output0 Layer 0, subgraph id output0, name=output0 Layer 1, subgraph id output0, name=images In TIDL_runtimesOptimizeNet: LayerIndex = 179, dataIndex = 187 WARNING: Batch Norm Layer /model.22/Sub's coeff cannot be found(or not match) in coef file, Random bias will be generated! Only for evaluation usage! Results are all random! WARNING: Batch Norm Layer /model.22/Div_1's coeff cannot be found(or not match) in coef file, Random bias will be generated! Only for evaluation usage! Results are all random! Error: Layer 126, /model.22/Sub_1:/model.22/Sub_1_output_0 is missing inputs in the network and cannot be topologically sorted Input 0: /model.22/Add_1_output_0, dataId=124 Input 1: /model.22/Sub_output_0, dataId=254 ************** Frame index 1 : Running float import ************* In TIDL_runtimesPostProcessNet In TIDL_runtimesPostProcessNet 1 In TIDL_runtimesPostProcessNet 2 In TIDL_runtimesPostProcessNet 3 INFORMATION: [TIDL_ResizeLayer] /model.10/Resize Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. INFORMATION: [TIDL_ResizeLayer] /model.13/Resize Any resize ratio which is power of 2 and greater than 4 will be placed by combination of 4x4 resize layer and 2x2 resize layer. For example a 8x8 resize will be replaced by 4x4 resize followed by 2x2 resize. **************************************************** ** 2 WARNINGS 0 ERRORS ** **************************************************** In TIDL_runtimesPostProcessNet 4 ************ in TIDL_subgraphRtCreate ************ The soft limit is 2048 The hard limit is 2048 MEM: Init ... !!! MEM: Init ... Done !!! 0.0s: VX_ZONE_INIT:Enabled 0.4s: VX_ZONE_ERROR:Enabled 0.5s: VX_ZONE_WARNING:Enabled 0.1382s: VX_ZONE_INIT:[tivxInit:185] Initialization Done !!! ************ TIDL_subgraphRtCreate done ************ Warning : Couldn't find corresponding ioBuf tensor for onnx tensor with matching name 2024-03-22 12:05:15.362450533 [W:onnxruntime:, execution_frame.cc:835 VerifyOutputSizes] Expected shape from model of {1,5,8400} does not match actual shape of {} for output output0 ******* In TIDL_subgraphRtInvoke ******** Segmentation fault (core dumped)