TDA4VH-Q1: Calibration ONNX QDQ Prequantized Model

Halil Ibrahim Öztürk

Part Number: TDA4VH-Q1

Tool/software:

Hi,

Since, I can not successfully calibrate my custom onnx model with TIDL tools, I used onnxruntime quantizer to quantize and calibrate my custom model, as recommended in https://github.com/TexasInstruments/edgeai-tidl-tools/blob/master/docs/tidl_fsg_quantization.md.

I set "advanced_options:prequantized_model" compilation parameter to 1. When I set tensor_bits to 32, I can compile model without an error, but the output is incorrect. When I set tensor_bits to 8 or 16, I can't compile model. The compilation process stops after "Import Error" message.

How should I compile model? What are proposed compilation parameters?

over 1 year ago

0 Asha Bhandarkar over 1 year ago

TI__Genius 10170 points

Hi,

Would you be able to share a full output of the compilation process that you are seeing where you get this error as well as the compilation options you are setting?

Best,

Asha

0 Halil Ibrahim Öztürk over 1 year ago in reply to Asha Bhandarkar

Prodigy 30 points

Compilation output, debug_level=2

tidl_tools_path                                 = /media/hdd/io22/edgeai-tidl-tools-09-02-06-00_am69a/tidl_tools 
artifacts_folder                                = model-artifacts/bev_perception_8bit_prequantized 
tidl_tensor_bits                                = 8 
debug_level                                     = 2 
num_tidl_subgraphs                              = 16 
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 = 8 
tidl_calibration_options:bias_calibration_iterations = 0 
mixed_precision_factor = -1.000000 
model_group_id = 0 
power_of_2_quantization                         = 2 
ONNX QDQ Enabled                                = 1 
enable_high_resolution_optimization             = 0 
pre_batchnorm_fold                              = 1 
add_data_convert_ops                            = 3 
output_feature_16bit_names_list                 =  
m_params_16bit_names_list                       =  
m_single_core_layers_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 ---  QuantizeLinear -- image_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- image_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1469_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_0 
Supported TIDL layer type ---  QuantizeLinear -- 422_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 422_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_3 
Supported TIDL layer type ---  QuantizeLinear -- 423_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 423_DequantizeLinear 
Supported TIDL layer type ---         MaxPool -- MaxPool_4 
Supported TIDL layer type ---  QuantizeLinear -- 424_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 424_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer1.0.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1479_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_5 
Supported TIDL layer type ---  QuantizeLinear -- 443_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 443_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_8 
Supported TIDL layer type ---  QuantizeLinear -- 444_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 444_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer1.0.conv2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1489_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_9 
Supported TIDL layer type ---  QuantizeLinear -- 463_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 463_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_12 
Supported TIDL layer type ---  QuantizeLinear -- 464_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 464_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_13 
Supported TIDL layer type ---  QuantizeLinear -- 465_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 465_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer1.1.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1499_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_14 
Supported TIDL layer type ---  QuantizeLinear -- 484_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 484_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_17 
Supported TIDL layer type ---  QuantizeLinear -- 485_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 485_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer1.1.conv2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1509_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_18 
Supported TIDL layer type ---  QuantizeLinear -- 504_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 504_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_21 
Supported TIDL layer type ---  QuantizeLinear -- 505_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 505_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_22 
Supported TIDL layer type ---  QuantizeLinear -- 506_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 506_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer2.0.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1519_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_23 
Supported TIDL layer type ---  QuantizeLinear -- 525_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 525_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_26 
Supported TIDL layer type ---  QuantizeLinear -- 526_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 526_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer2.0.conv2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1529_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_27 
Supported TIDL layer type ---  QuantizeLinear -- 545_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 545_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer2.0.downsample.0.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1539_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_30 
Supported TIDL layer type ---  QuantizeLinear -- 564_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 564_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_33 
Supported TIDL layer type ---  QuantizeLinear -- 565_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 565_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_34 
Supported TIDL layer type ---  QuantizeLinear -- 566_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 566_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer2.1.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1549_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_35 
Supported TIDL layer type ---  QuantizeLinear -- 585_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 585_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_38 
Supported TIDL layer type ---  QuantizeLinear -- 586_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 586_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer2.1.conv2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1559_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_39 
Supported TIDL layer type ---  QuantizeLinear -- 605_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 605_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_42 
Supported TIDL layer type ---  QuantizeLinear -- 606_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 606_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_43 
Supported TIDL layer type ---  QuantizeLinear -- 607_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 607_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer3.0.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1569_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_44 
Supported TIDL layer type ---  QuantizeLinear -- 626_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 626_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_47 
Supported TIDL layer type ---  QuantizeLinear -- 627_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 627_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer3.0.conv2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1579_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_48 
Supported TIDL layer type ---  QuantizeLinear -- 646_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 646_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer3.0.downsample.0.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1589_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_51 
Supported TIDL layer type ---  QuantizeLinear -- 665_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 665_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_54 
Supported TIDL layer type ---  QuantizeLinear -- 666_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 666_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_55 
Supported TIDL layer type ---  QuantizeLinear -- 667_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 667_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer3.1.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1599_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_56 
Supported TIDL layer type ---  QuantizeLinear -- 686_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 686_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_59 
Supported TIDL layer type ---  QuantizeLinear -- 687_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 687_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer3.1.conv2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1609_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_60 
Supported TIDL layer type ---  QuantizeLinear -- 706_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 706_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_63 
Supported TIDL layer type ---  QuantizeLinear -- 707_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 707_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_64 
Supported TIDL layer type ---  QuantizeLinear -- 708_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 708_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer4.0.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1619_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_65 
Supported TIDL layer type ---  QuantizeLinear -- 727_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 727_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_68 
Supported TIDL layer type ---  QuantizeLinear -- 728_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 728_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer4.0.conv2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1629_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_69 
Supported TIDL layer type ---  QuantizeLinear -- 747_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 747_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer4.0.downsample.0.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1639_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_72 
Supported TIDL layer type ---  QuantizeLinear -- 766_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 766_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_75 
Supported TIDL layer type ---  QuantizeLinear -- 767_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 767_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_76 
Supported TIDL layer type ---  QuantizeLinear -- 768_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 768_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer4.1.conv1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1649_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_77 
Supported TIDL layer type ---  QuantizeLinear -- 787_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 787_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_80 
Supported TIDL layer type ---  QuantizeLinear -- 788_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 788_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvMulFusion_W_encoder.backbone.body.layer4.1.conv2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ConvAddFusion_Add_B_1659_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_81 
Supported TIDL layer type ---  QuantizeLinear -- 807_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 807_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_84 
Supported TIDL layer type ---  QuantizeLinear -- 808_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 808_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_85 
Supported TIDL layer type ---  QuantizeLinear -- 809_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 809_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.inner_blocks.2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.inner_blocks.2.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_86 
Supported TIDL layer type ---  QuantizeLinear -- 810_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 810_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.layer_blocks.2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.layer_blocks.2.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_87 
Supported TIDL layer type ---  QuantizeLinear -- 811_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 811_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_105 
Supported TIDL layer type ---  QuantizeLinear -- 838_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 838_DequantizeLinear 
Supported TIDL layer type ---           Slice -- Slice_108 
Supported TIDL layer type ---           Slice -- Slice_111 
Supported TIDL layer type ---  QuantizeLinear -- 852_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 852_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_90 
Supported TIDL layer type ---  QuantizeLinear -- 817_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 817_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.inner_blocks.1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.inner_blocks.1.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_88 
Supported TIDL layer type ---  QuantizeLinear -- 812_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 812_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_91 
Supported TIDL layer type ---  QuantizeLinear -- 818_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 818_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.layer_blocks.1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.layer_blocks.1.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_92 
Supported TIDL layer type ---  QuantizeLinear -- 819_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 819_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_112 
Supported TIDL layer type ---  QuantizeLinear -- 853_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 853_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1288_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1287_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_113 
Supported TIDL layer type ---  QuantizeLinear -- 1286_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1286_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_114 
Supported TIDL layer type ---  QuantizeLinear -- 856_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 856_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1291_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1290_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_115 
Supported TIDL layer type ---  QuantizeLinear -- 1289_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1289_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_116 
Supported TIDL layer type ---  QuantizeLinear -- 859_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 859_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_124 
Supported TIDL layer type ---  QuantizeLinear -- 870_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 870_DequantizeLinear 
Supported TIDL layer type ---           Slice -- Slice_127 
Supported TIDL layer type ---           Slice -- Slice_130 
Supported TIDL layer type ---  QuantizeLinear -- 884_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 884_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_95 
Supported TIDL layer type ---  QuantizeLinear -- 825_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 825_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.inner_blocks.0.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.inner_blocks.0.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_93 
Supported TIDL layer type ---  QuantizeLinear -- 820_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 820_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_96 
Supported TIDL layer type ---  QuantizeLinear -- 826_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 826_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.layer_blocks.0.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- encoder.backbone.fpn.layer_blocks.0.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_97 
Supported TIDL layer type ---  QuantizeLinear -- 827_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 827_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_131 
Supported TIDL layer type ---  QuantizeLinear -- 885_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 885_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1294_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1293_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_132 
Supported TIDL layer type ---  QuantizeLinear -- 1292_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1292_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_133 
Supported TIDL layer type ---  QuantizeLinear -- 888_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 888_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1297_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1296_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_134 
Supported TIDL layer type ---  QuantizeLinear -- 1295_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1295_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_135 
Supported TIDL layer type ---  QuantizeLinear -- 891_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 891_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1300_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1299_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_136 
Supported TIDL layer type ---  QuantizeLinear -- 1298_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1298_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_137 
Supported TIDL layer type ---  QuantizeLinear -- 894_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 894_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_141 
Supported TIDL layer type ---  QuantizeLinear -- 898_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 898_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_156 
Supported TIDL layer type ---  QuantizeLinear -- 913_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 913_DequantizeLinear 
Supported TIDL layer type ---          Gather -- Gather_157 
Supported TIDL layer type ---  QuantizeLinear -- 914_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 914_DequantizeLinear 
Supported TIDL layer type ---  QuantizeLinear -- mask_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- mask_DequantizeLinear 
Supported TIDL layer type ---             Mul -- Mul_158 
Supported TIDL layer type ---  QuantizeLinear -- 915_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 915_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_165 
Supported TIDL layer type ---  QuantizeLinear -- 930_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 930_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_168 
Supported TIDL layer type ---  QuantizeLinear -- 939_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 939_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_169 
Supported TIDL layer type ---  QuantizeLinear -- 940_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 940_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1303_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1302_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_170 
Supported TIDL layer type ---  QuantizeLinear -- 1301_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1301_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_171 
Supported TIDL layer type ---  QuantizeLinear -- 943_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 943_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1306_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1305_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_175 
Supported TIDL layer type ---  QuantizeLinear -- 1304_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1304_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_176 
Supported TIDL layer type ---  QuantizeLinear -- 949_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 949_DequantizeLinear 
Supported TIDL layer type ---         MaxPool -- MaxPool_177 
Supported TIDL layer type ---  QuantizeLinear -- 950_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 950_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1309_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1308_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_178 
Supported TIDL layer type ---  QuantizeLinear -- 1307_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1307_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_179 
Supported TIDL layer type ---  QuantizeLinear -- 953_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 953_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1312_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1311_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_180 
Supported TIDL layer type ---  QuantizeLinear -- 1310_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1310_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_181 
Supported TIDL layer type ---  QuantizeLinear -- 956_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 956_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_182 
Supported TIDL layer type ---  QuantizeLinear -- 957_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 957_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1315_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1314_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_183 
Supported TIDL layer type ---  QuantizeLinear -- 1313_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1313_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_184 
Supported TIDL layer type ---  QuantizeLinear -- 960_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 960_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1318_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1317_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_185 
Supported TIDL layer type ---  QuantizeLinear -- 1316_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1316_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_186 
Supported TIDL layer type ---  QuantizeLinear -- 963_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 963_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_187 
Supported TIDL layer type ---  QuantizeLinear -- 964_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 964_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1321_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1320_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_188 
Supported TIDL layer type ---  QuantizeLinear -- 1319_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1319_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_189 
Supported TIDL layer type ---  QuantizeLinear -- 967_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 967_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1324_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1323_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_190 
Supported TIDL layer type ---  QuantizeLinear -- 1322_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1322_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1327_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1326_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_191 
Supported TIDL layer type ---  QuantizeLinear -- 1325_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1325_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_192 
Supported TIDL layer type ---  QuantizeLinear -- 972_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 972_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_193 
Supported TIDL layer type ---  QuantizeLinear -- 973_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 973_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1330_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1329_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_194 
Supported TIDL layer type ---  QuantizeLinear -- 1328_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1328_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_195 
Supported TIDL layer type ---  QuantizeLinear -- 976_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 976_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1333_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1332_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_196 
Supported TIDL layer type ---  QuantizeLinear -- 1331_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1331_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_197 
Supported TIDL layer type ---  QuantizeLinear -- 979_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 979_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_198 
Supported TIDL layer type ---  QuantizeLinear -- 980_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 980_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1336_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1335_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_199 
Supported TIDL layer type ---  QuantizeLinear -- 1334_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1334_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_200 
Supported TIDL layer type ---  QuantizeLinear -- 983_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 983_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1339_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1338_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_201 
Supported TIDL layer type ---  QuantizeLinear -- 1337_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1337_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1342_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1341_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_202 
Supported TIDL layer type ---  QuantizeLinear -- 1340_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1340_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_203 
Supported TIDL layer type ---  QuantizeLinear -- 988_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 988_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_204 
Supported TIDL layer type ---  QuantizeLinear -- 989_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 989_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1345_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1344_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_205 
Supported TIDL layer type ---  QuantizeLinear -- 1343_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1343_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_206 
Supported TIDL layer type ---  QuantizeLinear -- 992_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 992_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1348_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1347_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_207 
Supported TIDL layer type ---  QuantizeLinear -- 1346_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1346_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_208 
Supported TIDL layer type ---  QuantizeLinear -- 995_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 995_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_209 
Supported TIDL layer type ---  QuantizeLinear -- 996_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 996_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1351_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1350_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_210 
Supported TIDL layer type ---  QuantizeLinear -- 1349_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1349_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_211 
Supported TIDL layer type ---  QuantizeLinear -- 999_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 999_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1354_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1353_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_212 
Supported TIDL layer type ---  QuantizeLinear -- 1352_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1352_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1357_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1356_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_213 
Supported TIDL layer type ---  QuantizeLinear -- 1355_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1355_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_214 
Supported TIDL layer type ---  QuantizeLinear -- 1004_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1004_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_215 
Supported TIDL layer type ---  QuantizeLinear -- 1005_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1005_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1360_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1359_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_216 
Supported TIDL layer type ---  QuantizeLinear -- 1358_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1358_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_217 
Supported TIDL layer type ---  QuantizeLinear -- 1008_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1008_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1363_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1362_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_218 
Supported TIDL layer type ---  QuantizeLinear -- 1361_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1361_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_219 
Supported TIDL layer type ---  QuantizeLinear -- 1011_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1011_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_220 
Supported TIDL layer type ---  QuantizeLinear -- 1012_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1012_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.inner_blocks.3.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.inner_blocks.3.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_221 
Supported TIDL layer type ---  QuantizeLinear -- 1013_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1013_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_224 
Supported TIDL layer type ---  QuantizeLinear -- 1019_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1019_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.inner_blocks.2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.inner_blocks.2.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_222 
Supported TIDL layer type ---  QuantizeLinear -- 1014_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1014_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_225 
Supported TIDL layer type ---  QuantizeLinear -- 1020_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1020_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_229 
Supported TIDL layer type ---  QuantizeLinear -- 1027_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1027_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.inner_blocks.1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.inner_blocks.1.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_227 
Supported TIDL layer type ---  QuantizeLinear -- 1022_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1022_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_230 
Supported TIDL layer type ---  QuantizeLinear -- 1028_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1028_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.layer_blocks.1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.layer_blocks.1.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_231 
Supported TIDL layer type ---  QuantizeLinear -- 1029_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1029_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.layer_blocks.2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.layer_blocks.2.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_226 
Supported TIDL layer type ---  QuantizeLinear -- 1021_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1021_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_238 
Supported TIDL layer type ---  QuantizeLinear -- 1042_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1042_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1366_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1365_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_239 
Supported TIDL layer type ---  QuantizeLinear -- 1364_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1364_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_240 
Supported TIDL layer type ---  QuantizeLinear -- 1045_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1045_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_242 
Supported TIDL layer type ---  QuantizeLinear -- 1050_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1050_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1369_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1368_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_243 
Supported TIDL layer type ---  QuantizeLinear -- 1367_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1367_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_234 
Supported TIDL layer type ---  QuantizeLinear -- 1035_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1035_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.inner_blocks.0.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.inner_blocks.0.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_232 
Supported TIDL layer type ---  QuantizeLinear -- 1030_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1030_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_235 
Supported TIDL layer type ---  QuantizeLinear -- 1036_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1036_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.layer_blocks.0.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- decoder.backbone.fpn.layer_blocks.0.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_236 
Supported TIDL layer type ---  QuantizeLinear -- 1037_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1037_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_244 
Supported TIDL layer type ---  QuantizeLinear -- 1053_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1053_DequantizeLinear 
Supported TIDL layer type ---          Resize -- Resize_246 
Supported TIDL layer type ---  QuantizeLinear -- 1058_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1058_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1372_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1371_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_247 
Supported TIDL layer type ---  QuantizeLinear -- 1370_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1370_DequantizeLinear 
Supported TIDL layer type ---             Add -- Add_248 
Supported TIDL layer type ---  QuantizeLinear -- 1061_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1061_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_251 
Supported TIDL layer type ---  QuantizeLinear -- 1070_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1070_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1375_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1374_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_252 
Supported TIDL layer type ---  QuantizeLinear -- 1373_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1373_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1390_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1389_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_274 
Supported TIDL layer type ---  QuantizeLinear -- 1388_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1388_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_275 
Supported TIDL layer type ---  QuantizeLinear -- 1102_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1102_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1393_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1392_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_276 
Supported TIDL layer type ---  QuantizeLinear -- 1391_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1391_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_277 
Supported TIDL layer type ---  QuantizeLinear -- 1105_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1105_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1396_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1395_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_278 
Supported TIDL layer type ---  QuantizeLinear -- 1394_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1394_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_279 
Supported TIDL layer type ---  QuantizeLinear -- 1108_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1108_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1399_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1398_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_280 
Supported TIDL layer type ---  QuantizeLinear -- 1397_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1397_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_281 
Supported TIDL layer type ---  QuantizeLinear -- 1111_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1111_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.bbox_reg.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.bbox_reg.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_282 
Supported TIDL layer type ---  QuantizeLinear -- 1112_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1112_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ortshared_13_1_1_DequantizeLinear 
Supported TIDL layer type ---             Mul -- Mul_283 
Supported TIDL layer type ---  QuantizeLinear -- 1113_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1113_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_284 
Supported TIDL layer type ---  QuantizeLinear -- 1114_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1114_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_291 
Supported TIDL layer type ---  QuantizeLinear -- 1121_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1121_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_295 
Supported TIDL layer type ---  QuantizeLinear -- 1127_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1127_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_308 
Supported TIDL layer type ---  QuantizeLinear -- head3d.breg_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.breg_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1402_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1401_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_310 
Supported TIDL layer type ---  QuantizeLinear -- 1400_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1400_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_311 
Supported TIDL layer type ---  QuantizeLinear -- 1146_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1146_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1405_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1404_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_312 
Supported TIDL layer type ---  QuantizeLinear -- 1403_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1403_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_313 
Supported TIDL layer type ---  QuantizeLinear -- 1149_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1149_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1408_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1407_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_314 
Supported TIDL layer type ---  QuantizeLinear -- 1406_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1406_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_315 
Supported TIDL layer type ---  QuantizeLinear -- 1152_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1152_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1411_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1410_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_316 
Supported TIDL layer type ---  QuantizeLinear -- 1409_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1409_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_317 
Supported TIDL layer type ---  QuantizeLinear -- 1155_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1155_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.0.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.0.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_318 
Supported TIDL layer type ---  QuantizeLinear -- 1156_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1156_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ortshared_7_1_1_DequantizeLinear 
Supported TIDL layer type ---             Mul -- Mul_319 
Supported TIDL layer type ---  QuantizeLinear -- 1157_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1157_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_320 
Supported TIDL layer type ---  QuantizeLinear -- 1158_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1158_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_327 
Supported TIDL layer type ---  QuantizeLinear -- 1165_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1165_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_331 
Supported TIDL layer type ---  QuantizeLinear -- 1171_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1171_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_332 
Supported TIDL layer type ---  QuantizeLinear -- head3d.others.0_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.others.0_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1414_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1413_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_333 
Supported TIDL layer type ---  QuantizeLinear -- 1412_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1412_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_334 
Supported TIDL layer type ---  QuantizeLinear -- 1175_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1175_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1417_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1416_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_335 
Supported TIDL layer type ---  QuantizeLinear -- 1415_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1415_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_336 
Supported TIDL layer type ---  QuantizeLinear -- 1178_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1178_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1420_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1419_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_337 
Supported TIDL layer type ---  QuantizeLinear -- 1418_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1418_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_338 
Supported TIDL layer type ---  QuantizeLinear -- 1181_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1181_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1423_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1422_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_339 
Supported TIDL layer type ---  QuantizeLinear -- 1421_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1421_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_340 
Supported TIDL layer type ---  QuantizeLinear -- 1184_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1184_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.1.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.1.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_341 
Supported TIDL layer type ---  QuantizeLinear -- 1185_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1185_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ortshared_8_1_1_DequantizeLinear 
Supported TIDL layer type ---             Mul -- Mul_342 
Supported TIDL layer type ---  QuantizeLinear -- 1186_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1186_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_343 
Supported TIDL layer type ---  QuantizeLinear -- 1187_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1187_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_350 
Supported TIDL layer type ---  QuantizeLinear -- 1194_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1194_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_354 
Supported TIDL layer type ---  QuantizeLinear -- 1200_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1200_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_355 
Supported TIDL layer type ---  QuantizeLinear -- head3d.others.1_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.others.1_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1426_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1425_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_356 
Supported TIDL layer type ---  QuantizeLinear -- 1424_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1424_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_357 
Supported TIDL layer type ---  QuantizeLinear -- 1204_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1204_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1429_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1428_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_358 
Supported TIDL layer type ---  QuantizeLinear -- 1427_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1427_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_359 
Supported TIDL layer type ---  QuantizeLinear -- 1207_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1207_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1432_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1431_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_360 
Supported TIDL layer type ---  QuantizeLinear -- 1430_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1430_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_361 
Supported TIDL layer type ---  QuantizeLinear -- 1210_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1210_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1435_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1434_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_362 
Supported TIDL layer type ---  QuantizeLinear -- 1433_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1433_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_363 
Supported TIDL layer type ---  QuantizeLinear -- 1213_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1213_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.2.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.2.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_364 
Supported TIDL layer type ---  QuantizeLinear -- 1214_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1214_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ortshared_9_1_1_DequantizeLinear 
Supported TIDL layer type ---             Mul -- Mul_365 
Supported TIDL layer type ---  QuantizeLinear -- 1215_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1215_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_372 
Supported TIDL layer type ---  QuantizeLinear -- 1222_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1222_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_376 
Supported TIDL layer type ---  QuantizeLinear -- 1228_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1228_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_377 
Supported TIDL layer type ---  QuantizeLinear -- head3d.others.2_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.others.2_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1438_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1437_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_378 
Supported TIDL layer type ---  QuantizeLinear -- 1436_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1436_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_379 
Supported TIDL layer type ---  QuantizeLinear -- 1232_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1232_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1441_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1440_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_380 
Supported TIDL layer type ---  QuantizeLinear -- 1439_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1439_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_381 
Supported TIDL layer type ---  QuantizeLinear -- 1235_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1235_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1444_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1443_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_382 
Supported TIDL layer type ---  QuantizeLinear -- 1442_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1442_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_383 
Supported TIDL layer type ---  QuantizeLinear -- 1238_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1238_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1447_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1446_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_384 
Supported TIDL layer type ---  QuantizeLinear -- 1445_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1445_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_385 
Supported TIDL layer type ---  QuantizeLinear -- 1241_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1241_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.3.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.3.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_386 
Supported TIDL layer type ---  QuantizeLinear -- 1242_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1242_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ortshared_6_1_1_DequantizeLinear 
Supported TIDL layer type ---             Mul -- Mul_387 
Supported TIDL layer type ---  QuantizeLinear -- 1243_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1243_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_394 
Supported TIDL layer type ---  QuantizeLinear -- 1250_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1250_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_398 
Supported TIDL layer type ---  QuantizeLinear -- 1256_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1256_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_399 
Supported TIDL layer type ---  QuantizeLinear -- head3d.others.3_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.others.3_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1450_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1449_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_400 
Supported TIDL layer type ---  QuantizeLinear -- 1448_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1448_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_401 
Supported TIDL layer type ---  QuantizeLinear -- 1260_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1260_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1453_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1452_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_402 
Supported TIDL layer type ---  QuantizeLinear -- 1451_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1451_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_403 
Supported TIDL layer type ---  QuantizeLinear -- 1263_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1263_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1456_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1455_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_404 
Supported TIDL layer type ---  QuantizeLinear -- 1454_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1454_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_405 
Supported TIDL layer type ---  QuantizeLinear -- 1266_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1266_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1459_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1458_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_406 
Supported TIDL layer type ---  QuantizeLinear -- 1457_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1457_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_407 
Supported TIDL layer type ---  QuantizeLinear -- 1269_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1269_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.4.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.regression_heads.4.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_408 
Supported TIDL layer type ---  QuantizeLinear -- 1270_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1270_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ortshared_15_1_1_DequantizeLinear 
Supported TIDL layer type ---             Mul -- Mul_409 
Supported TIDL layer type ---  QuantizeLinear -- 1271_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1271_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_416 
Supported TIDL layer type ---  QuantizeLinear -- 1278_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1278_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_420 
Supported TIDL layer type ---  QuantizeLinear -- 1284_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1284_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_421 
Supported TIDL layer type ---  QuantizeLinear -- head3d.others.4_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.others.4_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1378_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1377_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_253 
Supported TIDL layer type ---  QuantizeLinear -- 1376_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1376_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_254 
Supported TIDL layer type ---  QuantizeLinear -- 1075_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1075_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1381_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1380_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_255 
Supported TIDL layer type ---  QuantizeLinear -- 1379_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1379_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_256 
Supported TIDL layer type ---  QuantizeLinear -- 1078_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1078_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1384_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1383_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_257 
Supported TIDL layer type ---  QuantizeLinear -- 1382_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1382_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_258 
Supported TIDL layer type ---  QuantizeLinear -- 1081_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1081_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1387_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1386_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_259 
Supported TIDL layer type ---  QuantizeLinear -- 1385_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1385_DequantizeLinear 
Supported TIDL layer type ---            Relu -- Relu_260 
Supported TIDL layer type ---  QuantizeLinear -- 1084_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1084_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.classification_head.cls_logits.weight_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.classification_head.cls_logits.bias_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_261 
Supported TIDL layer type ---  QuantizeLinear -- 1085_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1085_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_268 
Supported TIDL layer type ---  QuantizeLinear -- 1092_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1092_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_272 
Supported TIDL layer type ---  QuantizeLinear -- 1098_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1098_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_273 
Supported TIDL layer type ---  QuantizeLinear -- head3d.cls_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.cls_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- ortshared_12_1_1_DequantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.head.regression_head.centerness.weight_DequantizeLinear 
Supported TIDL layer type ---            Conv -- Conv_296 
Supported TIDL layer type ---  QuantizeLinear -- 1128_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1128_DequantizeLinear 
Supported TIDL layer type ---       Transpose -- Transpose_303 
Supported TIDL layer type ---  QuantizeLinear -- 1135_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1135_DequantizeLinear 
Supported TIDL layer type ---         Reshape -- Reshape_307 
Supported TIDL layer type ---  QuantizeLinear -- 1141_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- 1141_DequantizeLinear 
Supported TIDL layer type ---          Concat -- Concat_309 
Supported TIDL layer type ---  QuantizeLinear -- head3d.cetr_QuantizeLinear 
Supported TIDL layer type --- DequantizeLinear -- head3d.cetr_DequantizeLinear 

Preliminary subgraphs created = 1 
Final number of subgraphs created are : 1, - Offloaded Nodes - 954, Total Nodes - 954 
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.  
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.  
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.  
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.  
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 - /media/hdd/io22/edgeai-tidl-tools-09-02-06-00_am69a/tidl_tools/tidl_graphVisualiser_runtimes.out model-artifacts/bev_perception_8bit_prequantized/allowedNode.txt model-artifacts/bev_perception_8bit_prequantized/tempDir/graphvizInfo.txt model-artifacts/bev_perception_8bit_prequantized/tempDir/runtimes_visualization.svg 
*** In TIDL_createStateImportFunc *** 
Compute on node : TIDLExecutionProvider_TIDL_0_0
  0, DequantizeLinear, 3, 1, head3d.head.regression_head.centerness.weight_quantized, head3d.head.regression_head.centerness.weight_DequantizeLinear_Output
  1, DequantizeLinear, 3, 1, ortshared_12_1_1_quantized, ortshared_12_1_1
  2, DequantizeLinear, 3, 1, 1398_quantized, 1398_DequantizeLinear_Output
  3, DequantizeLinear, 3, 1, 1399_quantized, 1399
  4, DequantizeLinear, 3, 1, 1395_quantized, 1395_DequantizeLinear_Output
  5, DequantizeLinear, 3, 1, 1396_quantized, 1396
  6, DequantizeLinear, 3, 1, 1392_quantized, 1392_DequantizeLinear_Output
  7, DequantizeLinear, 3, 1, 1393_quantized, 1393
  8, DequantizeLinear, 3, 1, 1389_quantized, 1389_DequantizeLinear_Output
  9, DequantizeLinear, 3, 1, 1390_quantized, 1390
 10, DequantizeLinear, 3, 1, 1374_quantized, 1374_DequantizeLinear_Output
 11, DequantizeLinear, 3, 1, 1375_quantized, 1375
 12, DequantizeLinear, 3, 1, 1371_quantized, 1371_DequantizeLinear_Output
 13, DequantizeLinear, 3, 1, 1372_quantized, 1372
 14, DequantizeLinear, 3, 1, decoder.backbone.fpn.layer_blocks.0.bias_quantized, decoder.backbone.fpn.layer_blocks.0.bias
 15, DequantizeLinear, 3, 1, decoder.backbone.fpn.layer_blocks.0.weight_quantized, decoder.backbone.fpn.layer_blocks.0.weight_DequantizeLinear_Output
 16, DequantizeLinear, 3, 1, decoder.backbone.fpn.inner_blocks.0.bias_quantized, decoder.backbone.fpn.inner_blocks.0.bias
 17, DequantizeLinear, 3, 1, decoder.backbone.fpn.inner_blocks.0.weight_quantized, decoder.backbone.fpn.inner_blocks.0.weight_DequantizeLinear_Output
 18, DequantizeLinear, 3, 1, 1317_quantized, 1317_DequantizeLinear_Output
 19, DequantizeLinear, 3, 1, 1318_quantized, 1318
 20, DequantizeLinear, 3, 1, 1314_quantized, 1314_DequantizeLinear_Output
 21, DequantizeLinear, 3, 1, 1315_quantized, 1315
 22, DequantizeLinear, 3, 1, 1311_quantized, 1311_DequantizeLinear_Output
 23, DequantizeLinear, 3, 1, 1312_quantized, 1312
 24, DequantizeLinear, 3, 1, 1308_quantized, 1308_DequantizeLinear_Output
 25, DequantizeLinear, 3, 1, 1309_quantized, 1309
 26, DequantizeLinear, 3, 1, 1305_quantized, 1305_DequantizeLinear_Output
 27, DequantizeLinear, 3, 1, 1306_quantized, 1306
 28, DequantizeLinear, 3, 1, 1302_quantized, 1302_DequantizeLinear_Output
 29, DequantizeLinear, 3, 1, 1303_quantized, 1303
 30,  QuantizeLinear, 3, 1, mask, mask_QuantizeLinear_Output
 31, DequantizeLinear, 3, 1, mask_QuantizeLinear_Output, mask_DequantizeLinear_Output
 32, DequantizeLinear, 3, 1, 1299_quantized, 1299_DequantizeLinear_Output
 33, DequantizeLinear, 3, 1, 1300_quantized, 1300
 34, DequantizeLinear, 3, 1, 1296_quantized, 1296_DequantizeLinear_Output
 35, DequantizeLinear, 3, 1, 1297_quantized, 1297
 36, DequantizeLinear, 3, 1, 1293_quantized, 1293_DequantizeLinear_Output
 37, DequantizeLinear, 3, 1, 1294_quantized, 1294
 38, DequantizeLinear, 3, 1, encoder.backbone.fpn.layer_blocks.0.bias_quantized, encoder.backbone.fpn.layer_blocks.0.bias
 39, DequantizeLinear, 3, 1, encoder.backbone.fpn.layer_blocks.0.weight_quantized, encoder.backbone.fpn.layer_blocks.0.weight_DequantizeLinear_Output
 40, DequantizeLinear, 3, 1, encoder.backbone.fpn.inner_blocks.0.bias_quantized, encoder.backbone.fpn.inner_blocks.0.bias
 41, DequantizeLinear, 3, 1, encoder.backbone.fpn.inner_blocks.0.weight_quantized, encoder.backbone.fpn.inner_blocks.0.weight_DequantizeLinear_Output
 42, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1559_quantized, ConvAddFusion_Add_B_1559
 43, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer2.1.conv2.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer2.1.conv2.weight_DequantizeLinear_Output
 44, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1549_quantized, ConvAddFusion_Add_B_1549
 45, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer2.1.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer2.1.conv1.weight_DequantizeLinear_Output
 46, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1539_quantized, ConvAddFusion_Add_B_1539
 47, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer2.0.downsample.0.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer2.0.downsample.0.weight_DequantizeLinear_Output
 48, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1509_quantized, ConvAddFusion_Add_B_1509
 49, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer1.1.conv2.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer1.1.conv2.weight_DequantizeLinear_Output
 50, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1499_quantized, ConvAddFusion_Add_B_1499
 51, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer1.1.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer1.1.conv1.weight_DequantizeLinear_Output
 52, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1489_quantized, ConvAddFusion_Add_B_1489
 53, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer1.0.conv2.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer1.0.conv2.weight_DequantizeLinear_Output
 54, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1479_quantized, ConvAddFusion_Add_B_1479
 55, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer1.0.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer1.0.conv1.weight_DequantizeLinear_Output
 56, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1469_quantized, ConvAddFusion_Add_B_1469
 57, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.conv1.weight_DequantizeLinear_Output
 58,  QuantizeLinear, 3, 1, image, image_QuantizeLinear_Output
 59, DequantizeLinear, 3, 1, image_QuantizeLinear_Output, image_DequantizeLinear_Output
 60,            Conv, 3, 1, image_DequantizeLinear_Output, 422
 61,  QuantizeLinear, 3, 1, 422, 422_QuantizeLinear_Output
 62, DequantizeLinear, 3, 1, 422_QuantizeLinear_Output, 422_DequantizeLinear_Output
 63,            Relu, 1, 1, 422_DequantizeLinear_Output, 423
 64,  QuantizeLinear, 3, 1, 423, 423_QuantizeLinear_Output
 65, DequantizeLinear, 3, 1, 423_QuantizeLinear_Output, 423_DequantizeLinear_Output
 66,         MaxPool, 1, 1, 423_DequantizeLinear_Output, 424
 67,  QuantizeLinear, 3, 1, 424, 424_QuantizeLinear_Output
 68, DequantizeLinear, 3, 1, 424_QuantizeLinear_Output, 424_DequantizeLinear_Output
 69,            Conv, 3, 1, 424_DequantizeLinear_Output, 443
 70,  QuantizeLinear, 3, 1, 443, 443_QuantizeLinear_Output
 71, DequantizeLinear, 3, 1, 443_QuantizeLinear_Output, 443_DequantizeLinear_Output
 72,            Relu, 1, 1, 443_DequantizeLinear_Output, 444
 73,  QuantizeLinear, 3, 1, 444, 444_QuantizeLinear_Output
 74, DequantizeLinear, 3, 1, 444_QuantizeLinear_Output, 444_DequantizeLinear_Output
 75,            Conv, 3, 1, 444_DequantizeLinear_Output, 463
 76,  QuantizeLinear, 3, 1, 463, 463_QuantizeLinear_Output
 77, DequantizeLinear, 3, 1, 463_QuantizeLinear_Output, 463_DequantizeLinear_Output
 78,             Add, 2, 1, 463_DequantizeLinear_Output, 464
 79,  QuantizeLinear, 3, 1, 464, 464_QuantizeLinear_Output
 80, DequantizeLinear, 3, 1, 464_QuantizeLinear_Output, 464_DequantizeLinear_Output
 81,            Relu, 1, 1, 464_DequantizeLinear_Output, 465
 82,  QuantizeLinear, 3, 1, 465, 465_QuantizeLinear_Output
 83, DequantizeLinear, 3, 1, 465_QuantizeLinear_Output, 465_DequantizeLinear_Output
 84,            Conv, 3, 1, 465_DequantizeLinear_Output, 484
 85,  QuantizeLinear, 3, 1, 484, 484_QuantizeLinear_Output
 86, DequantizeLinear, 3, 1, 484_QuantizeLinear_Output, 484_DequantizeLinear_Output
 87,            Relu, 1, 1, 484_DequantizeLinear_Output, 485
 88,  QuantizeLinear, 3, 1, 485, 485_QuantizeLinear_Output
 89, DequantizeLinear, 3, 1, 485_QuantizeLinear_Output, 485_DequantizeLinear_Output
 90,            Conv, 3, 1, 485_DequantizeLinear_Output, 504
 91,  QuantizeLinear, 3, 1, 504, 504_QuantizeLinear_Output
 92, DequantizeLinear, 3, 1, 504_QuantizeLinear_Output, 504_DequantizeLinear_Output
 93,             Add, 2, 1, 504_DequantizeLinear_Output, 505
 94,  QuantizeLinear, 3, 1, 505, 505_QuantizeLinear_Output
 95, DequantizeLinear, 3, 1, 505_QuantizeLinear_Output, 505_DequantizeLinear_Output
 96,            Relu, 1, 1, 505_DequantizeLinear_Output, 506
 97,  QuantizeLinear, 3, 1, 506, 506_QuantizeLinear_Output
 98, DequantizeLinear, 3, 1, 506_QuantizeLinear_Output, 506_DequantizeLinear_Output
 99,            Conv, 3, 1, 506_DequantizeLinear_Output, 564
100,  QuantizeLinear, 3, 1, 564, 564_QuantizeLinear_Output
101, DequantizeLinear, 3, 1, 564_QuantizeLinear_Output, 564_DequantizeLinear_Output
102, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1529_quantized, ConvAddFusion_Add_B_1529
103, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer2.0.conv2.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer2.0.conv2.weight_DequantizeLinear_Output
104, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1519_quantized, ConvAddFusion_Add_B_1519
105, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer2.0.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer2.0.conv1.weight_DequantizeLinear_Output
106,            Conv, 3, 1, 506_DequantizeLinear_Output, 525
107,  QuantizeLinear, 3, 1, 525, 525_QuantizeLinear_Output
108, DequantizeLinear, 3, 1, 525_QuantizeLinear_Output, 525_DequantizeLinear_Output
109,            Relu, 1, 1, 525_DequantizeLinear_Output, 526
110,  QuantizeLinear, 3, 1, 526, 526_QuantizeLinear_Output
111, DequantizeLinear, 3, 1, 526_QuantizeLinear_Output, 526_DequantizeLinear_Output
112,            Conv, 3, 1, 526_DequantizeLinear_Output, 545
113,  QuantizeLinear, 3, 1, 545, 545_QuantizeLinear_Output
114, DequantizeLinear, 3, 1, 545_QuantizeLinear_Output, 545_DequantizeLinear_Output
115,             Add, 2, 1, 545_DequantizeLinear_Output, 565
116,  QuantizeLinear, 3, 1, 565, 565_QuantizeLinear_Output
117, DequantizeLinear, 3, 1, 565_QuantizeLinear_Output, 565_DequantizeLinear_Output
118,            Relu, 1, 1, 565_DequantizeLinear_Output, 566
119,  QuantizeLinear, 3, 1, 566, 566_QuantizeLinear_Output
120, DequantizeLinear, 3, 1, 566_QuantizeLinear_Output, 566_DequantizeLinear_Output
121,            Conv, 3, 1, 566_DequantizeLinear_Output, 585
122,  QuantizeLinear, 3, 1, 585, 585_QuantizeLinear_Output
123, DequantizeLinear, 3, 1, 585_QuantizeLinear_Output, 585_DequantizeLinear_Output
124,            Relu, 1, 1, 585_DequantizeLinear_Output, 586
125,  QuantizeLinear, 3, 1, 586, 586_QuantizeLinear_Output
126, DequantizeLinear, 3, 1, 586_QuantizeLinear_Output, 586_DequantizeLinear_Output
127,            Conv, 3, 1, 586_DequantizeLinear_Output, 605
128,  QuantizeLinear, 3, 1, 605, 605_QuantizeLinear_Output
129, DequantizeLinear, 3, 1, 605_QuantizeLinear_Output, 605_DequantizeLinear_Output
130,             Add, 2, 1, 605_DequantizeLinear_Output, 606
131,  QuantizeLinear, 3, 1, 606, 606_QuantizeLinear_Output
132, DequantizeLinear, 3, 1, 606_QuantizeLinear_Output, 606_DequantizeLinear_Output
133,            Relu, 1, 1, 606_DequantizeLinear_Output, 607
134,  QuantizeLinear, 3, 1, 607, 607_QuantizeLinear_Output
135, DequantizeLinear, 3, 1, 607_QuantizeLinear_Output, 607_DequantizeLinear_Output
136,            Conv, 3, 1, 607_DequantizeLinear_Output, 820
137,  QuantizeLinear, 3, 1, 820, 820_QuantizeLinear_Output
138, DequantizeLinear, 3, 1, 820_QuantizeLinear_Output, 820_DequantizeLinear_Output
139, DequantizeLinear, 3, 1, encoder.backbone.fpn.inner_blocks.1.bias_quantized, encoder.backbone.fpn.inner_blocks.1.bias
140, DequantizeLinear, 3, 1, encoder.backbone.fpn.inner_blocks.1.weight_quantized, encoder.backbone.fpn.inner_blocks.1.weight_DequantizeLinear_Output
141, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1609_quantized, ConvAddFusion_Add_B_1609
142, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer3.1.conv2.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer3.1.conv2.weight_DequantizeLinear_Output
143, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1599_quantized, ConvAddFusion_Add_B_1599
144, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer3.1.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer3.1.conv1.weight_DequantizeLinear_Output
145, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1589_quantized, ConvAddFusion_Add_B_1589
146, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer3.0.downsample.0.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer3.0.downsample.0.weight_DequantizeLinear_Output
147,            Conv, 3, 1, 607_DequantizeLinear_Output, 665
148,  QuantizeLinear, 3, 1, 665, 665_QuantizeLinear_Output
149, DequantizeLinear, 3, 1, 665_QuantizeLinear_Output, 665_DequantizeLinear_Output
150, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1579_quantized, ConvAddFusion_Add_B_1579
151, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer3.0.conv2.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer3.0.conv2.weight_DequantizeLinear_Output
152, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1569_quantized, ConvAddFusion_Add_B_1569
153, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer3.0.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer3.0.conv1.weight_DequantizeLinear_Output
154,            Conv, 3, 1, 607_DequantizeLinear_Output, 626
155,  QuantizeLinear, 3, 1, 626, 626_QuantizeLinear_Output
156, DequantizeLinear, 3, 1, 626_QuantizeLinear_Output, 626_DequantizeLinear_Output
157,            Relu, 1, 1, 626_DequantizeLinear_Output, 627
158,  QuantizeLinear, 3, 1, 627, 627_QuantizeLinear_Output
159, DequantizeLinear, 3, 1, 627_QuantizeLinear_Output, 627_DequantizeLinear_Output
160,            Conv, 3, 1, 627_DequantizeLinear_Output, 646
161,  QuantizeLinear, 3, 1, 646, 646_QuantizeLinear_Output
162, DequantizeLinear, 3, 1, 646_QuantizeLinear_Output, 646_DequantizeLinear_Output
163,             Add, 2, 1, 646_DequantizeLinear_Output, 666
164,  QuantizeLinear, 3, 1, 666, 666_QuantizeLinear_Output
165, DequantizeLinear, 3, 1, 666_QuantizeLinear_Output, 666_DequantizeLinear_Output
166,            Relu, 1, 1, 666_DequantizeLinear_Output, 667
167,  QuantizeLinear, 3, 1, 667, 667_QuantizeLinear_Output
168, DequantizeLinear, 3, 1, 667_QuantizeLinear_Output, 667_DequantizeLinear_Output
169,            Conv, 3, 1, 667_DequantizeLinear_Output, 686
170,  QuantizeLinear, 3, 1, 686, 686_QuantizeLinear_Output
171, DequantizeLinear, 3, 1, 686_QuantizeLinear_Output, 686_DequantizeLinear_Output
172,            Relu, 1, 1, 686_DequantizeLinear_Output, 687
173,  QuantizeLinear, 3, 1, 687, 687_QuantizeLinear_Output
174, DequantizeLinear, 3, 1, 687_QuantizeLinear_Output, 687_DequantizeLinear_Output
175,            Conv, 3, 1, 687_DequantizeLinear_Output, 706
176,  QuantizeLinear, 3, 1, 706, 706_QuantizeLinear_Output
177, DequantizeLinear, 3, 1, 706_QuantizeLinear_Output, 706_DequantizeLinear_Output
178,             Add, 2, 1, 706_DequantizeLinear_Output, 707
179,  QuantizeLinear, 3, 1, 707, 707_QuantizeLinear_Output
180, DequantizeLinear, 3, 1, 707_QuantizeLinear_Output, 707_DequantizeLinear_Output
181,            Relu, 1, 1, 707_DequantizeLinear_Output, 708
182,  QuantizeLinear, 3, 1, 708, 708_QuantizeLinear_Output
183, DequantizeLinear, 3, 1, 708_QuantizeLinear_Output, 708_DequantizeLinear_Output
184,            Conv, 3, 1, 708_DequantizeLinear_Output, 812
185,  QuantizeLinear, 3, 1, 812, 812_QuantizeLinear_Output
186, DequantizeLinear, 3, 1, 812_QuantizeLinear_Output, 812_DequantizeLinear_Output
187, DequantizeLinear, 3, 1, encoder.backbone.fpn.inner_blocks.2.bias_quantized, encoder.backbone.fpn.inner_blocks.2.bias
188, DequantizeLinear, 3, 1, encoder.backbone.fpn.inner_blocks.2.weight_quantized, encoder.backbone.fpn.inner_blocks.2.weight_DequantizeLinear_Output
189, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1659_quantized, ConvAddFusion_Add_B_1659
190, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer4.1.conv2.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer4.1.conv2.weight_DequantizeLinear_Output
191, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1649_quantized, ConvAddFusion_Add_B_1649
192, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer4.1.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer4.1.conv1.weight_DequantizeLinear_Output
193, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1639_quantized, ConvAddFusion_Add_B_1639
194, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer4.0.downsample.0.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer4.0.downsample.0.weight_DequantizeLinear_Output
195,            Conv, 3, 1, 708_DequantizeLinear_Output, 766
196,  QuantizeLinear, 3, 1, 766, 766_QuantizeLinear_Output
197, DequantizeLinear, 3, 1, 766_QuantizeLinear_Output, 766_DequantizeLinear_Output
198, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1629_quantized, ConvAddFusion_Add_B_1629
199, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer4.0.conv2.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer4.0.conv2.weight_DequantizeLinear_Output
200, DequantizeLinear, 3, 1, ConvAddFusion_Add_B_1619_quantized, ConvAddFusion_Add_B_1619
201, DequantizeLinear, 3, 1, ConvMulFusion_W_encoder.backbone.body.layer4.0.conv1.weight_quantized, ConvMulFusion_W_encoder.backbone.body.layer4.0.conv1.weight_DequantizeLinear_Output
202,            Conv, 3, 1, 708_DequantizeLinear_Output, 727
203,  QuantizeLinear, 3, 1, 727, 727_QuantizeLinear_Output
204, DequantizeLinear, 3, 1, 727_QuantizeLinear_Output, 727_DequantizeLinear_Output
205,            Relu, 1, 1, 727_DequantizeLinear_Output, 728
206,  QuantizeLinear, 3, 1, 728, 728_QuantizeLinear_Output
207, DequantizeLinear, 3, 1, 728_QuantizeLinear_Output, 728_DequantizeLinear_Output
208,            Conv, 3, 1, 728_DequantizeLinear_Output, 747
209,  QuantizeLinear, 3, 1, 747, 747_QuantizeLinear_Output
210, DequantizeLinear, 3, 1, 747_QuantizeLinear_Output, 747_DequantizeLinear_Output
211,             Add, 2, 1, 747_DequantizeLinear_Output, 767
212,  QuantizeLinear, 3, 1, 767, 767_QuantizeLinear_Output
213, DequantizeLinear, 3, 1, 767_QuantizeLinear_Output, 767_DequantizeLinear_Output
214,            Relu, 1, 1, 767_DequantizeLinear_Output, 768
215,  QuantizeLinear, 3, 1, 768, 768_QuantizeLinear_Output
216, DequantizeLinear, 3, 1, 768_QuantizeLinear_Output, 768_DequantizeLinear_Output
217,            Conv, 3, 1, 768_DequantizeLinear_Output, 787
218,  QuantizeLinear, 3, 1, 787, 787_QuantizeLinear_Output
219, DequantizeLinear, 3, 1, 787_QuantizeLinear_Output, 787_DequantizeLinear_Output
220,            Relu, 1, 1, 787_DequantizeLinear_Output, 788
221,  QuantizeLinear, 3, 1, 788, 788_QuantizeLinear_Output
222, DequantizeLinear, 3, 1, 788_QuantizeLinear_Output, 788_DequantizeLinear_Output
223,            Conv, 3, 1, 788_DequantizeLinear_Output, 807
224,  QuantizeLinear, 3, 1, 807, 807_QuantizeLinear_Output
225, DequantizeLinear, 3, 1, 807_QuantizeLinear_Output, 807_DequantizeLinear_Output
226,             Add, 2, 1, 807_DequantizeLinear_Output, 808
227,  QuantizeLinear, 3, 1, 808, 808_QuantizeLinear_Output
228, DequantizeLinear, 3, 1, 808_QuantizeLinear_Output, 808_DequantizeLinear_Output
229,            Relu, 1, 1, 808_DequantizeLinear_Output, 809
230,  QuantizeLinear, 3, 1, 809, 809_QuantizeLinear_Output
231, DequantizeLinear, 3, 1, 809_QuantizeLinear_Output, 809_DequantizeLinear_Output
232,            Conv, 3, 1, 809_DequantizeLinear_Output, 810
233,  QuantizeLinear, 3, 1, 810, 810_QuantizeLinear_Output
234, DequantizeLinear, 3, 1, 810_QuantizeLinear_Output, 810_DequantizeLinear_Output
235,          Resize, 3, 1, 810_DequantizeLinear_Output, 817
236,  QuantizeLinear, 3, 1, 817, 817_QuantizeLinear_Output
237, DequantizeLinear, 3, 1, 817_QuantizeLinear_Output, 817_DequantizeLinear_Output
238,             Add, 2, 1, 812_DequantizeLinear_Output, 818
239,  QuantizeLinear, 3, 1, 818, 818_QuantizeLinear_Output
240, DequantizeLinear, 3, 1, 818_QuantizeLinear_Output, 818_DequantizeLinear_Output
241,          Resize, 3, 1, 818_DequantizeLinear_Output, 825
242,  QuantizeLinear, 3, 1, 825, 825_QuantizeLinear_Output
243, DequantizeLinear, 3, 1, 825_QuantizeLinear_Output, 825_DequantizeLinear_Output
244,             Add, 2, 1, 820_DequantizeLinear_Output, 826
245,  QuantizeLinear, 3, 1, 826, 826_QuantizeLinear_Output
246, DequantizeLinear, 3, 1, 826_QuantizeLinear_Output, 826_DequantizeLinear_Output
247,            Conv, 3, 1, 826_DequantizeLinear_Output, 827
248,  QuantizeLinear, 3, 1, 827, 827_QuantizeLinear_Output
249, DequantizeLinear, 3, 1, 827_QuantizeLinear_Output, 827_DequantizeLinear_Output
250, DequantizeLinear, 3, 1, 1290_quantized, 1290_DequantizeLinear_Output
251, DequantizeLinear, 3, 1, 1291_quantized, 1291
252, DequantizeLinear, 3, 1, 1287_quantized, 1287_DequantizeLinear_Output
253, DequantizeLinear, 3, 1, 1288_quantized, 1288
254, DequantizeLinear, 3, 1, encoder.backbone.fpn.layer_blocks.1.bias_quantized, encoder.backbone.fpn.layer_blocks.1.bias
255, DequantizeLinear, 3, 1, encoder.backbone.fpn.layer_blocks.1.weight_quantized, encoder.backbone.fpn.layer_blocks.1.weight_DequantizeLinear_Output
256,            Conv, 3, 1, 818_DequantizeLinear_Output, 819
257,  QuantizeLinear, 3, 1, 819, 819_QuantizeLinear_Output
258, DequantizeLinear, 3, 1, 819_QuantizeLinear_Output, 819_DequantizeLinear_Output
259, DequantizeLinear, 3, 1, encoder.backbone.fpn.layer_blocks.2.bias_quantized, encoder.backbone.fpn.layer_blocks.2.bias
260, DequantizeLinear, 3, 1, encoder.backbone.fpn.layer_blocks.2.weight_quantized, encoder.backbone.fpn.layer_blocks.2.weight_DequantizeLinear_Output
261,            Conv, 3, 1, 810_DequantizeLinear_Output, 811
262,  QuantizeLinear, 3, 1, 811, 811_QuantizeLinear_Output
263, DequantizeLinear, 3, 1, 811_QuantizeLinear_Output, 811_DequantizeLinear_Output
264,          Resize, 3, 1, 811_DequantizeLinear_Output, 838
265,  QuantizeLinear, 3, 1, 838, 838_QuantizeLinear_Output
266, DequantizeLinear, 3, 1, 838_QuantizeLinear_Output, 838_DequantizeLinear_Output
267,           Slice, 5, 1, 838_DequantizeLinear_Output, 845
268,           Slice, 5, 1, 845, 852
269,  QuantizeLinear, 3, 1, 852, 852_QuantizeLinear_Output
270, DequantizeLinear, 3, 1, 852_QuantizeLinear_Output, 852_DequantizeLinear_Output
271,          Concat, 2, 1, 819_DequantizeLinear_Output, 853
272,  QuantizeLinear, 3, 1, 853, 853_QuantizeLinear_Output
273, DequantizeLinear, 3, 1, 853_QuantizeLinear_Output, 853_DequantizeLinear_Output
274,            Conv, 3, 1, 853_DequantizeLinear_Output, 1286
275,  QuantizeLinear, 3, 1, 1286, 1286_QuantizeLinear_Output
276, DequantizeLinear, 3, 1, 1286_QuantizeLinear_Output, 1286_DequantizeLinear_Output
277,            Relu, 1, 1, 1286_DequantizeLinear_Output, 856
278,  QuantizeLinear, 3, 1, 856, 856_QuantizeLinear_Output
279, DequantizeLinear, 3, 1, 856_QuantizeLinear_Output, 856_DequantizeLinear_Output
280,            Conv, 3, 1, 856_DequantizeLinear_Output, 1289
281,  QuantizeLinear, 3, 1, 1289, 1289_QuantizeLinear_Output
282, DequantizeLinear, 3, 1, 1289_QuantizeLinear_Output, 1289_DequantizeLinear_Output
283,            Relu, 1, 1, 1289_DequantizeLinear_Output, 859
284,  QuantizeLinear, 3, 1, 859, 859_QuantizeLinear_Output
285, DequantizeLinear, 3, 1, 859_QuantizeLinear_Output, 859_DequantizeLinear_Output
286,          Resize, 3, 1, 859_DequantizeLinear_Output, 870
287,  QuantizeLinear, 3, 1, 870, 870_QuantizeLinear_Output
288, DequantizeLinear, 3, 1, 870_QuantizeLinear_Output, 870_DequantizeLinear_Output
289,           Slice, 5, 1, 870_DequantizeLinear_Output, 877
290,           Slice, 5, 1, 877, 884
291,  QuantizeLinear, 3, 1, 884, 884_QuantizeLinear_Output
292, DequantizeLinear, 3, 1, 884_QuantizeLinear_Output, 884_DequantizeLinear_Output
293,          Concat, 2, 1, 827_DequantizeLinear_Output, 885
294,  QuantizeLinear, 3, 1, 885, 885_QuantizeLinear_Output
295, DequantizeLinear, 3, 1, 885_QuantizeLinear_Output, 885_DequantizeLinear_Output
296,            Conv, 3, 1, 885_DequantizeLinear_Output, 1292
297,  QuantizeLinear, 3, 1, 1292, 1292_QuantizeLinear_Output
298, DequantizeLinear, 3, 1, 1292_QuantizeLinear_Output, 1292_DequantizeLinear_Output
299,            Relu, 1, 1, 1292_DequantizeLinear_Output, 888
300,  QuantizeLinear, 3, 1, 888, 888_QuantizeLinear_Output
301, DequantizeLinear, 3, 1, 888_QuantizeLinear_Output, 888_DequantizeLinear_Output
302,            Conv, 3, 1, 888_DequantizeLinear_Output, 1295
303,  QuantizeLinear, 3, 1, 1295, 1295_QuantizeLinear_Output
304, DequantizeLinear, 3, 1, 1295_QuantizeLinear_Output, 1295_DequantizeLinear_Output
305,            Relu, 1, 1, 1295_DequantizeLinear_Output, 891
306,  QuantizeLinear, 3, 1, 891, 891_QuantizeLinear_Output
307, DequantizeLinear, 3, 1, 891_QuantizeLinear_Output, 891_DequantizeLinear_Output
308,            Conv, 3, 1, 891_DequantizeLinear_Output, 1298
309,  QuantizeLinear, 3, 1, 1298, 1298_QuantizeLinear_Output
310, DequantizeLinear, 3, 1, 1298_QuantizeLinear_Output, 1298_DequantizeLinear_Output
311,            Relu, 1, 1, 1298_DequantizeLinear_Output, 894
312,  QuantizeLinear, 3, 1, 894, 894_QuantizeLinear_Output
313, DequantizeLinear, 3, 1, 894_QuantizeLinear_Output, 894_DequantizeLinear_Output
314,       Transpose, 1, 1, 894_DequantizeLinear_Output, 898
315,  QuantizeLinear, 3, 1, 898, 898_QuantizeLinear_Output
316, DequantizeLinear, 3, 1, 898_QuantizeLinear_Output, 898_DequantizeLinear_Output
317,         Reshape, 2, 1, 898_DequantizeLinear_Output, 913
318,  QuantizeLinear, 3, 1, 913, 913_QuantizeLinear_Output
319, DequantizeLinear, 3, 1, 913_QuantizeLinear_Output, 913_DequantizeLinear_Output
320,          Gather, 2, 1, 913_DequantizeLinear_Output, 914
321,  QuantizeLinear, 3, 1, 914, 914_QuantizeLinear_Output
322, DequantizeLinear, 3, 1, 914_QuantizeLinear_Output, 914_DequantizeLinear_Output
323,             Mul, 2, 1, 914_DequantizeLinear_Output, 915
324,  QuantizeLinear, 3, 1, 915, 915_QuantizeLinear_Output
325, DequantizeLinear, 3, 1, 915_QuantizeLinear_Output, 915_DequantizeLinear_Output
326,         Reshape, 2, 1, 915_DequantizeLinear_Output, 930
327,  QuantizeLinear, 3, 1, 930, 930_QuantizeLinear_Output
328, DequantizeLinear, 3, 1, 930_QuantizeLinear_Output, 930_DequantizeLinear_Output
329,         Reshape, 2, 1, 930_DequantizeLinear_Output, 939
330,  QuantizeLinear, 3, 1, 939, 939_QuantizeLinear_Output
331, DequantizeLinear, 3, 1, 939_QuantizeLinear_Output, 939_DequantizeLinear_Output
332,       Transpose, 1, 1, 939_DequantizeLinear_Output, 940
333,  QuantizeLinear, 3, 1, 940, 940_QuantizeLinear_Output
334, DequantizeLinear, 3, 1, 940_QuantizeLinear_Output, 940_DequantizeLinear_Output
335,            Conv, 3, 1, 940_DequantizeLinear_Output, 1301
336,  QuantizeLinear, 3, 1, 1301, 1301_QuantizeLinear_Output
337, DequantizeLinear, 3, 1, 1301_QuantizeLinear_Output, 1301_DequantizeLinear_Output
338,            Relu, 1, 1, 1301_DequantizeLinear_Output, 943
339,  QuantizeLinear, 3, 1, 943, 943_QuantizeLinear_Output
340, DequantizeLinear, 3, 1, 943_QuantizeLinear_Output, 943_DequantizeLinear_Output
341,            Conv, 3, 1, 943_DequantizeLinear_Output, 1304
342,  QuantizeLinear, 3, 1, 1304, 1304_QuantizeLinear_Output
343, DequantizeLinear, 3, 1, 1304_QuantizeLinear_Output, 1304_DequantizeLinear_Output
344,            Relu, 1, 1, 1304_DequantizeLinear_Output, 949
345,  QuantizeLinear, 3, 1, 949, 949_QuantizeLinear_Output
346, DequantizeLinear, 3, 1, 949_QuantizeLinear_Output, 949_DequantizeLinear_Output
347,         MaxPool, 1, 1, 949_DequantizeLinear_Output, 950
348,  QuantizeLinear, 3, 1, 950, 950_QuantizeLinear_Output
349, DequantizeLinear, 3, 1, 950_QuantizeLinear_Output, 950_DequantizeLinear_Output
350,            Conv, 3, 1, 950_DequantizeLinear_Output, 1307
351,  QuantizeLinear, 3, 1, 1307, 1307_QuantizeLinear_Output
352, DequantizeLinear, 3, 1, 1307_QuantizeLinear_Output, 1307_DequantizeLinear_Output
353,            Relu, 1, 1, 1307_DequantizeLinear_Output, 953
354,  QuantizeLinear, 3, 1, 953, 953_QuantizeLinear_Output
355, DequantizeLinear, 3, 1, 953_QuantizeLinear_Output, 953_DequantizeLinear_Output
356,            Conv, 3, 1, 953_DequantizeLinear_Output, 1310
357,  QuantizeLinear, 3, 1, 1310, 1310_QuantizeLinear_Output
358, DequantizeLinear, 3, 1, 1310_QuantizeLinear_Output, 1310_DequantizeLinear_Output
359,             Add, 2, 1, 1310_DequantizeLinear_Output, 956
360,  QuantizeLinear, 3, 1, 956, 956_QuantizeLinear_Output
361, DequantizeLinear, 3, 1, 956_QuantizeLinear_Output, 956_DequantizeLinear_Output
362,            Relu, 1, 1, 956_DequantizeLinear_Output, 957
363,  QuantizeLinear, 3, 1, 957, 957_QuantizeLinear_Output
364, DequantizeLinear, 3, 1, 957_QuantizeLinear_Output, 957_DequantizeLinear_Output
365,            Conv, 3, 1, 957_DequantizeLinear_Output, 1313
366,  QuantizeLinear, 3, 1, 1313, 1313_QuantizeLinear_Output
367, DequantizeLinear, 3, 1, 1313_QuantizeLinear_Output, 1313_DequantizeLinear_Output
368,            Relu, 1, 1, 1313_DequantizeLinear_Output, 960
369,  QuantizeLinear, 3, 1, 960, 960_QuantizeLinear_Output
370, DequantizeLinear, 3, 1, 960_QuantizeLinear_Output, 960_DequantizeLinear_Output
371,            Conv, 3, 1, 960_DequantizeLinear_Output, 1316
372,  QuantizeLinear, 3, 1, 1316, 1316_QuantizeLinear_Output
373, DequantizeLinear, 3, 1, 1316_QuantizeLinear_Output, 1316_DequantizeLinear_Output
374,             Add, 2, 1, 1316_DequantizeLinear_Output, 963
375,  QuantizeLinear, 3, 1, 963, 963_QuantizeLinear_Output
376, DequantizeLinear, 3, 1, 963_QuantizeLinear_Output, 963_DequantizeLinear_Output
377,            Relu, 1, 1, 963_DequantizeLinear_Output, 964
378,  QuantizeLinear, 3, 1, 964, 964_QuantizeLinear_Output
379, DequantizeLinear, 3, 1, 964_QuantizeLinear_Output, 964_DequantizeLinear_Output
380,            Conv, 3, 1, 964_DequantizeLinear_Output, 1030
381,  QuantizeLinear, 3, 1, 1030, 1030_QuantizeLinear_Output
382, DequantizeLinear, 3, 1, 1030_QuantizeLinear_Output, 1030_DequantizeLinear_Output
383, DequantizeLinear, 3, 1, decoder.backbone.fpn.inner_blocks.1.bias_quantized, decoder.backbone.fpn.inner_blocks.1.bias
384, DequantizeLinear, 3, 1, decoder.backbone.fpn.inner_blocks.1.weight_quantized, decoder.backbone.fpn.inner_blocks.1.weight_DequantizeLinear_Output
385, DequantizeLinear, 3, 1, 1332_quantized, 1332_DequantizeLinear_Output
386, DequantizeLinear, 3, 1, 1333_quantized, 1333
387, DequantizeLinear, 3, 1, 1329_quantized, 1329_DequantizeLinear_Output
388, DequantizeLinear, 3, 1, 1330_quantized, 1330
389, DequantizeLinear, 3, 1, 1326_quantized, 1326_DequantizeLinear_Output
390, DequantizeLinear, 3, 1, 1327_quantized, 1327
391,            Conv, 3, 1, 964_DequantizeLinear_Output, 1325
392,  QuantizeLinear, 3, 1, 1325, 1325_QuantizeLinear_Output
393, DequantizeLinear, 3, 1, 1325_QuantizeLinear_Output, 1325_DequantizeLinear_Output
394, DequantizeLinear, 3, 1, 1323_quantized, 1323_DequantizeLinear_Output
395, DequantizeLinear, 3, 1, 1324_quantized, 1324
396, DequantizeLinear, 3, 1, 1320_quantized, 1320_DequantizeLinear_Output
397, DequantizeLinear, 3, 1, 1321_quantized, 1321
398,            Conv, 3, 1, 964_DequantizeLinear_Output, 1319
399,  QuantizeLinear, 3, 1, 1319, 1319_QuantizeLinear_Output
400, DequantizeLinear, 3, 1, 1319_QuantizeLinear_Output, 1319_DequantizeLinear_Output
401,            Relu, 1, 1, 1319_DequantizeLinear_Output, 967
402,  QuantizeLinear, 3, 1, 967, 967_QuantizeLinear_Output
403, DequantizeLinear, 3, 1, 967_QuantizeLinear_Output, 967_DequantizeLinear_Output
404,            Conv, 3, 1, 967_DequantizeLinear_Output, 1322
405,  QuantizeLinear, 3, 1, 1322, 1322_QuantizeLinear_Output
406, DequantizeLinear, 3, 1, 1322_QuantizeLinear_Output, 1322_DequantizeLinear_Output
407,             Add, 2, 1, 1322_DequantizeLinear_Output, 972
408,  QuantizeLinear, 3, 1, 972, 972_QuantizeLinear_Output
409, DequantizeLinear, 3, 1, 972_QuantizeLinear_Output, 972_DequantizeLinear_Output
410,            Relu, 1, 1, 972_DequantizeLinear_Output, 973
411,  QuantizeLinear, 3, 1, 973, 973_QuantizeLinear_Output
412, DequantizeLinear, 3, 1, 973_QuantizeLinear_Output, 973_DequantizeLinear_Output
413,            Conv, 3, 1, 973_DequantizeLinear_Output, 1328
414,  QuantizeLinear, 3, 1, 1328, 1328_QuantizeLinear_Output
415, DequantizeLinear, 3, 1, 1328_QuantizeLinear_Output, 1328_DequantizeLinear_Output
416,            Relu, 1, 1, 1328_DequantizeLinear_Output, 976
417,  QuantizeLinear, 3, 1, 976, 976_QuantizeLinear_Output
418, DequantizeLinear, 3, 1, 976_QuantizeLinear_Output, 976_DequantizeLinear_Output
419,            Conv, 3, 1, 976_DequantizeLinear_Output, 1331
420,  QuantizeLinear, 3, 1, 1331, 1331_QuantizeLinear_Output
421, DequantizeLinear, 3, 1, 1331_QuantizeLinear_Output, 1331_DequantizeLinear_Output
422,             Add, 2, 1, 1331_DequantizeLinear_Output, 979
423,  QuantizeLinear, 3, 1, 979, 979_QuantizeLinear_Output
424, DequantizeLinear, 3, 1, 979_QuantizeLinear_Output, 979_DequantizeLinear_Output
425,            Relu, 1, 1, 979_DequantizeLinear_Output, 980
426,  QuantizeLinear, 3, 1, 980, 980_QuantizeLinear_Output
427, DequantizeLinear, 3, 1, 980_QuantizeLinear_Output, 980_DequantizeLinear_Output
428,            Conv, 3, 1, 980_DequantizeLinear_Output, 1022
429,  QuantizeLinear, 3, 1, 1022, 1022_QuantizeLinear_Output
430, DequantizeLinear, 3, 1, 1022_QuantizeLinear_Output, 1022_DequantizeLinear_Output
431, DequantizeLinear, 3, 1, decoder.backbone.fpn.inner_blocks.2.bias_quantized, decoder.backbone.fpn.inner_blocks.2.bias
432, DequantizeLinear, 3, 1, decoder.backbone.fpn.inner_blocks.2.weight_quantized, decoder.backbone.fpn.inner_blocks.2.weight_DequantizeLinear_Output
433, DequantizeLinear, 3, 1, 1347_quantized, 1347_DequantizeLinear_Output
434, DequantizeLinear, 3, 1, 1348_quantized, 1348
435, DequantizeLinear, 3, 1, 1344_quantized, 1344_DequantizeLinear_Output
436, DequantizeLinear, 3, 1, 1345_quantized, 1345
437, DequantizeLinear, 3, 1, 1341_quantized, 1341_DequantizeLinear_Output
438, DequantizeLinear, 3, 1, 1342_quantized, 1342
439,            Conv, 3, 1, 980_DequantizeLinear_Output, 1340
440,  QuantizeLinear, 3, 1, 1340, 1340_QuantizeLinear_Output
441, DequantizeLinear, 3, 1, 1340_QuantizeLinear_Output, 1340_DequantizeLinear_Output
442, DequantizeLinear, 3, 1, 1338_quantized, 1338_DequantizeLinear_Output
443, DequantizeLinear, 3, 1, 1339_quantized, 1339
444, DequantizeLinear, 3, 1, 1335_quantized, 1335_DequantizeLinear_Output
445, DequantizeLinear, 3, 1, 1336_quantized, 1336
446,            Conv, 3, 1, 980_DequantizeLinear_Output, 1334
447,  QuantizeLinear, 3, 1, 1334, 1334_QuantizeLinear_Output
448, DequantizeLinear, 3, 1, 1334_QuantizeLinear_Output, 1334_DequantizeLinear_Output
449,            Relu, 1, 1, 1334_DequantizeLinear_Output, 983
450,  QuantizeLinear, 3, 1, 983, 983_QuantizeLinear_Output
451, DequantizeLinear, 3, 1, 983_QuantizeLinear_Output, 983_DequantizeLinear_Output
452,            Conv, 3, 1, 983_DequantizeLinear_Output, 1337
453,  QuantizeLinear, 3, 1, 1337, 1337_QuantizeLinear_Output
454, DequantizeLinear, 3, 1, 1337_QuantizeLinear_Output, 1337_DequantizeLinear_Output
455,             Add, 2, 1, 1337_DequantizeLinear_Output, 988
456,  QuantizeLinear, 3, 1, 988, 988_QuantizeLinear_Output
457, DequantizeLinear, 3, 1, 988_QuantizeLinear_Output, 988_DequantizeLinear_Output
458,            Relu, 1, 1, 988_DequantizeLinear_Output, 989
459,  QuantizeLinear, 3, 1, 989, 989_QuantizeLinear_Output
460, DequantizeLinear, 3, 1, 989_QuantizeLinear_Output, 989_DequantizeLinear_Output
461,            Conv, 3, 1, 989_DequantizeLinear_Output, 1343
462,  QuantizeLinear, 3, 1, 1343, 1343_QuantizeLinear_Output
463, DequantizeLinear, 3, 1, 1343_QuantizeLinear_Output, 1343_DequantizeLinear_Output
464,            Relu, 1, 1, 1343_DequantizeLinear_Output, 992
465,  QuantizeLinear, 3, 1, 992, 992_QuantizeLinear_Output
466, DequantizeLinear, 3, 1, 992_QuantizeLinear_Output, 992_DequantizeLinear_Output
467,            Conv, 3, 1, 992_DequantizeLinear_Output, 1346
468,  QuantizeLinear, 3, 1, 1346, 1346_QuantizeLinear_Output
469, DequantizeLinear, 3, 1, 1346_QuantizeLinear_Output, 1346_DequantizeLinear_Output
470,             Add, 2, 1, 1346_DequantizeLinear_Output, 995
471,  QuantizeLinear, 3, 1, 995, 995_QuantizeLinear_Output
472, DequantizeLinear, 3, 1, 995_QuantizeLinear_Output, 995_DequantizeLinear_Output
473,            Relu, 1, 1, 995_DequantizeLinear_Output, 996
474,  QuantizeLinear, 3, 1, 996, 996_QuantizeLinear_Output
475, DequantizeLinear, 3, 1, 996_QuantizeLinear_Output, 996_DequantizeLinear_Output
476,            Conv, 3, 1, 996_DequantizeLinear_Output, 1014
477,  QuantizeLinear, 3, 1, 1014, 1014_QuantizeLinear_Output
478, DequantizeLinear, 3, 1, 1014_QuantizeLinear_Output, 1014_DequantizeLinear_Output
479, DequantizeLinear, 3, 1, decoder.backbone.fpn.inner_blocks.3.bias_quantized, decoder.backbone.fpn.inner_blocks.3.bias
480, DequantizeLinear, 3, 1, decoder.backbone.fpn.inner_blocks.3.weight_quantized, decoder.backbone.fpn.inner_blocks.3.weight_DequantizeLinear_Output
481, DequantizeLinear, 3, 1, 1362_quantized, 1362_DequantizeLinear_Output
482, DequantizeLinear, 3, 1, 1363_quantized, 1363
483, DequantizeLinear, 3, 1, 1359_quantized, 1359_DequantizeLinear_Output
484, DequantizeLinear, 3, 1, 1360_quantized, 1360
485, DequantizeLinear, 3, 1, 1356_quantized, 1356_DequantizeLinear_Output
486, DequantizeLinear, 3, 1, 1357_quantized, 1357
487,            Conv, 3, 1, 996_DequantizeLinear_Output, 1355
488,  QuantizeLinear, 3, 1, 1355, 1355_QuantizeLinear_Output
489, DequantizeLinear, 3, 1, 1355_QuantizeLinear_Output, 1355_DequantizeLinear_Output
490, DequantizeLinear, 3, 1, 1353_quantized, 1353_DequantizeLinear_Output
491, DequantizeLinear, 3, 1, 1354_quantized, 1354
492, DequantizeLinear, 3, 1, 1350_quantized, 1350_DequantizeLinear_Output
493, DequantizeLinear, 3, 1, 1351_quantized, 1351
494,            Conv, 3, 1, 996_DequantizeLinear_Output, 1349
495,  QuantizeLinear, 3, 1, 1349, 1349_QuantizeLinear_Output
496, DequantizeLinear, 3, 1, 1349_QuantizeLinear_Output, 1349_DequantizeLinear_Output
497,            Relu, 1, 1, 1349_DequantizeLinear_Output, 999
498,  QuantizeLinear, 3, 1, 999, 999_QuantizeLinear_Output
499, DequantizeLinear, 3, 1, 999_QuantizeLinear_Output, 999_DequantizeLinear_Output
500,            Conv, 3, 1, 999_DequantizeLinear_Output, 1352
501,  QuantizeLinear, 3, 1, 1352, 1352_QuantizeLinear_Output
502, DequantizeLinear, 3, 1, 1352_QuantizeLinear_Output, 1352_DequantizeLinear_Output
503,             Add, 2, 1, 1352_DequantizeLinear_Output, 1004
504,  QuantizeLinear, 3, 1, 1004, 1004_QuantizeLinear_Output
505, DequantizeLinear, 3, 1, 1004_QuantizeLinear_Output, 1004_DequantizeLinear_Output
506,            Relu, 1, 1, 1004_DequantizeLinear_Output, 1005
507,  QuantizeLinear, 3, 1, 1005, 1005_QuantizeLinear_Output
508, DequantizeLinear, 3, 1, 1005_QuantizeLinear_Output, 1005_DequantizeLinear_Output
509,            Conv, 3, 1, 1005_DequantizeLinear_Output, 1358
510,  QuantizeLinear, 3, 1, 1358, 1358_QuantizeLinear_Output
511, DequantizeLinear, 3, 1, 1358_QuantizeLinear_Output, 1358_DequantizeLinear_Output
512,            Relu, 1, 1, 1358_DequantizeLinear_Output, 1008
513,  QuantizeLinear, 3, 1, 1008, 1008_QuantizeLinear_Output
514, DequantizeLinear, 3, 1, 1008_QuantizeLinear_Output, 1008_DequantizeLinear_Output
515,            Conv, 3, 1, 1008_DequantizeLinear_Output, 1361
516,  QuantizeLinear, 3, 1, 1361, 1361_QuantizeLinear_Output
517, DequantizeLinear, 3, 1, 1361_QuantizeLinear_Output, 1361_DequantizeLinear_Output
518,             Add, 2, 1, 1361_DequantizeLinear_Output, 1011
519,  QuantizeLinear, 3, 1, 1011, 1011_QuantizeLinear_Output
520, DequantizeLinear, 3, 1, 1011_QuantizeLinear_Output, 1011_DequantizeLinear_Output
521,            Relu, 1, 1, 1011_DequantizeLinear_Output, 1012
522,  QuantizeLinear, 3, 1, 1012, 1012_QuantizeLinear_Output
523, DequantizeLinear, 3, 1, 1012_QuantizeLinear_Output, 1012_DequantizeLinear_Output
524,            Conv, 3, 1, 1012_DequantizeLinear_Output, 1013
525,  QuantizeLinear, 3, 1, 1013, 1013_QuantizeLinear_Output
526, DequantizeLinear, 3, 1, 1013_QuantizeLinear_Output, 1013_DequantizeLinear_Output
527,          Resize, 3, 1, 1013_DequantizeLinear_Output, 1019
528,  QuantizeLinear, 3, 1, 1019, 1019_QuantizeLinear_Output
529, DequantizeLinear, 3, 1, 1019_QuantizeLinear_Output, 1019_DequantizeLinear_Output
530,             Add, 2, 1, 1014_DequantizeLinear_Output, 1020
531,  QuantizeLinear, 3, 1, 1020, 1020_QuantizeLinear_Output
532, DequantizeLinear, 3, 1, 1020_QuantizeLinear_Output, 1020_DequantizeLinear_Output
533,          Resize, 3, 1, 1020_DequantizeLinear_Output, 1027
534,  QuantizeLinear, 3, 1, 1027, 1027_QuantizeLinear_Output
535, DequantizeLinear, 3, 1, 1027_QuantizeLinear_Output, 1027_DequantizeLinear_Output
536,             Add, 2, 1, 1022_DequantizeLinear_Output, 1028
537,  QuantizeLinear, 3, 1, 1028, 1028_QuantizeLinear_Output
538, DequantizeLinear, 3, 1, 1028_QuantizeLinear_Output, 1028_DequantizeLinear_Output
539,          Resize, 3, 1, 1028_DequantizeLinear_Output, 1035
540,  QuantizeLinear, 3, 1, 1035, 1035_QuantizeLinear_Output
541, DequantizeLinear, 3, 1, 1035_QuantizeLinear_Output, 1035_DequantizeLinear_Output
542,             Add, 2, 1, 1030_DequantizeLinear_Output, 1036
543,  QuantizeLinear, 3, 1, 1036, 1036_QuantizeLinear_Output
544, DequantizeLinear, 3, 1, 1036_QuantizeLinear_Output, 1036_DequantizeLinear_Output
545,            Conv, 3, 1, 1036_DequantizeLinear_Output, 1037
546,  QuantizeLinear, 3, 1, 1037, 1037_QuantizeLinear_Output
547, DequantizeLinear, 3, 1, 1037_QuantizeLinear_Output, 1037_DequantizeLinear_Output
548, DequantizeLinear, 3, 1, 1368_quantized, 1368_DequantizeLinear_Output
549, DequantizeLinear, 3, 1, 1369_quantized, 1369
550, DequantizeLinear, 3, 1, 1365_quantized, 1365_DequantizeLinear_Output
551, DequantizeLinear, 3, 1, 1366_quantized, 1366
552, DequantizeLinear, 3, 1, decoder.backbone.fpn.layer_blocks.2.bias_quantized, decoder.backbone.fpn.layer_blocks.2.bias
553, DequantizeLinear, 3, 1, decoder.backbone.fpn.layer_blocks.2.weight_quantized, decoder.backbone.fpn.layer_blocks.2.weight_DequantizeLinear_Output
554,            Conv, 3, 1, 1020_DequantizeLinear_Output, 1021
555,  QuantizeLinear, 3, 1, 1021, 1021_QuantizeLinear_Output
556, DequantizeLinear, 3, 1, 1021_QuantizeLinear_Output, 1021_DequantizeLinear_Output
557,          Resize, 3, 1, 1021_DequantizeLinear_Output, 1042
558,  QuantizeLinear, 3, 1, 1042, 1042_QuantizeLinear_Output
559, DequantizeLinear, 3, 1, 1042_QuantizeLinear_Output, 1042_DequantizeLinear_Output
560,            Conv, 3, 1, 1042_DequantizeLinear_Output, 1364
561,  QuantizeLinear, 3, 1, 1364, 1364_QuantizeLinear_Output
562, DequantizeLinear, 3, 1, 1364_QuantizeLinear_Output, 1364_DequantizeLinear_Output
563, DequantizeLinear, 3, 1, decoder.backbone.fpn.layer_blocks.1.bias_quantized, decoder.backbone.fpn.layer_blocks.1.bias
564, DequantizeLinear, 3, 1, decoder.backbone.fpn.layer_blocks.1.weight_quantized, decoder.backbone.fpn.layer_blocks.1.weight_DequantizeLinear_Output
565,            Conv, 3, 1, 1028_DequantizeLinear_Output, 1029
566,  QuantizeLinear, 3, 1, 1029, 1029_QuantizeLinear_Output
567, DequantizeLinear, 3, 1, 1029_QuantizeLinear_Output, 1029_DequantizeLinear_Output
568,             Add, 2, 1, 1364_DequantizeLinear_Output, 1045
569,  QuantizeLinear, 3, 1, 1045, 1045_QuantizeLinear_Output
570, DequantizeLinear, 3, 1, 1045_QuantizeLinear_Output, 1045_DequantizeLinear_Output
571,          Resize, 3, 1, 1045_DequantizeLinear_Output, 1050
572,  QuantizeLinear, 3, 1, 1050, 1050_QuantizeLinear_Output
573, DequantizeLinear, 3, 1, 1050_QuantizeLinear_Output, 1050_DequantizeLinear_Output
574,            Conv, 3, 1, 1050_DequantizeLinear_Output, 1367
575,  QuantizeLinear, 3, 1, 1367, 1367_QuantizeLinear_Output
576, DequantizeLinear, 3, 1, 1367_QuantizeLinear_Output, 1367_DequantizeLinear_Output
577,             Add, 2, 1, 1367_DequantizeLinear_Output, 1053
578,  QuantizeLinear, 3, 1, 1053, 1053_QuantizeLinear_Output
579, DequantizeLinear, 3, 1, 1053_QuantizeLinear_Output, 1053_DequantizeLinear_Output
580,          Resize, 3, 1, 1053_DequantizeLinear_Output, 1058
581,  QuantizeLinear, 3, 1, 1058, 1058_QuantizeLinear_Output
582, DequantizeLinear, 3, 1, 1058_QuantizeLinear_Output, 1058_DequantizeLinear_Output
583,            Conv, 3, 1, 1058_DequantizeLinear_Output, 1370
584,  QuantizeLinear, 3, 1, 1370, 1370_QuantizeLinear_Output
585, DequantizeLinear, 3, 1, 1370_QuantizeLinear_Output, 1370_DequantizeLinear_Output
586,             Add, 2, 1, 1370_DequantizeLinear_Output, 1061
587,  QuantizeLinear, 3, 1, 1061, 1061_QuantizeLinear_Output
588, DequantizeLinear, 3, 1, 1061_QuantizeLinear_Output, 1061_DequantizeLinear_Output
589,         Reshape, 2, 1, 1061_DequantizeLinear_Output, 1070
590,  QuantizeLinear, 3, 1, 1070, 1070_QuantizeLinear_Output
591, DequantizeLinear, 3, 1, 1070_QuantizeLinear_Output, 1070_DequantizeLinear_Output
592,            Conv, 3, 1, 1070_DequantizeLinear_Output, 1373
593,  QuantizeLinear, 3, 1, 1373, 1373_QuantizeLinear_Output
594, DequantizeLinear, 3, 1, 1373_QuantizeLinear_Output, 1373_DequantizeLinear_Output
595,            Conv, 3, 1, 1373_DequantizeLinear_Output, 1388
596,  QuantizeLinear, 3, 1, 1388, 1388_QuantizeLinear_Output
597, DequantizeLinear, 3, 1, 1388_QuantizeLinear_Output, 1388_DequantizeLinear_Output
598,            Relu, 1, 1, 1388_DequantizeLinear_Output, 1102
599,  QuantizeLinear, 3, 1, 1102, 1102_QuantizeLinear_Output
600, DequantizeLinear, 3, 1, 1102_QuantizeLinear_Output, 1102_DequantizeLinear_Output
601,            Conv, 3, 1, 1102_DequantizeLinear_Output, 1391
602,  QuantizeLinear, 3, 1, 1391, 1391_QuantizeLinear_Output
603, DequantizeLinear, 3, 1, 1391_QuantizeLinear_Output, 1391_DequantizeLinear_Output
604,            Relu, 1, 1, 1391_DequantizeLinear_Output, 1105
605,  QuantizeLinear, 3, 1, 1105, 1105_QuantizeLinear_Output
606, DequantizeLinear, 3, 1, 1105_QuantizeLinear_Output, 1105_DequantizeLinear_Output
607,            Conv, 3, 1, 1105_DequantizeLinear_Output, 1394
608,  QuantizeLinear, 3, 1, 1394, 1394_QuantizeLinear_Output
609, DequantizeLinear, 3, 1, 1394_QuantizeLinear_Output, 1394_DequantizeLinear_Output
610,            Relu, 1, 1, 1394_DequantizeLinear_Output, 1108
611,  QuantizeLinear, 3, 1, 1108, 1108_QuantizeLinear_Output
612, DequantizeLinear, 3, 1, 1108_QuantizeLinear_Output, 1108_DequantizeLinear_Output
613,            Conv, 3, 1, 1108_DequantizeLinear_Output, 1397
614,  QuantizeLinear, 3, 1, 1397, 1397_QuantizeLinear_Output
615, DequantizeLinear, 3, 1, 1397_QuantizeLinear_Output, 1397_DequantizeLinear_Output
616,            Relu, 1, 1, 1397_DequantizeLinear_Output, 1111
617,  QuantizeLinear, 3, 1, 1111, 1111_QuantizeLinear_Output
618, DequantizeLinear, 3, 1, 1111_QuantizeLinear_Output, 1111_DequantizeLinear_Output
619,            Conv, 3, 1, 1111_DequantizeLinear_Output, 1128
620,  QuantizeLinear, 3, 1, 1128, 1128_QuantizeLinear_Output
621, DequantizeLinear, 3, 1, 1128_QuantizeLinear_Output, 1128_DequantizeLinear_Output
622,       Transpose, 1, 1, 1128_DequantizeLinear_Output, 1135
623,  QuantizeLinear, 3, 1, 1135, 1135_QuantizeLinear_Output
624, DequantizeLinear, 3, 1, 1135_QuantizeLinear_Output, 1135_DequantizeLinear_Output
625,         Reshape, 2, 1, 1135_DequantizeLinear_Output, 1141
626,  QuantizeLinear, 3, 1, 1141, 1141_QuantizeLinear_Output
627, DequantizeLinear, 3, 1, 1141_QuantizeLinear_Output, 1141_DequantizeLinear_Output
628,          Concat, 1, 1, 1141_DequantizeLinear_Output, head3d.cetr_QuantizeLinear_Input
629,  QuantizeLinear, 3, 1, head3d.cetr_QuantizeLinear_Input, head3d.cetr_QuantizeLinear_Output
630, DequantizeLinear, 3, 1, head3d.cetr_QuantizeLinear_Output, head3d.cetr
631, DequantizeLinear, 3, 1, head3d.head.classification_head.cls_logits.bias_quantized, head3d.head.classification_head.cls_logits.bias
632, DequantizeLinear, 3, 1, head3d.head.classification_head.cls_logits.weight_quantized, head3d.head.classification_head.cls_logits.weight_DequantizeLinear_Output
633, DequantizeLinear, 3, 1, 1386_quantized, 1386_DequantizeLinear_Output
634, DequantizeLinear, 3, 1, 1387_quantized, 1387
635, DequantizeLinear, 3, 1, 1383_quantized, 1383_DequantizeLinear_Output
636, DequantizeLinear, 3, 1, 1384_quantized, 1384
637, DequantizeLinear, 3, 1, 1380_quantized, 1380_DequantizeLinear_Output
638, DequantizeLinear, 3, 1, 1381_quantized, 1381
639, DequantizeLinear, 3, 1, 1377_quantized, 1377_DequantizeLinear_Output
640, DequantizeLinear, 3, 1, 1378_quantized, 1378
641,            Conv, 3, 1, 1373_DequantizeLinear_Output, 1376
642,  QuantizeLinear, 3, 1, 1376, 1376_QuantizeLinear_Output
643, DequantizeLinear, 3, 1, 1376_QuantizeLinear_Output, 1376_DequantizeLinear_Output
644,            Relu, 1, 1, 1376_DequantizeLinear_Output, 1075
645,  QuantizeLinear, 3, 1, 1075, 1075_QuantizeLinear_Output
646, DequantizeLinear, 3, 1, 1075_QuantizeLinear_Output, 1075_DequantizeLinear_Output
647,            Conv, 3, 1, 1075_DequantizeLinear_Output, 1379
648,  QuantizeLinear, 3, 1, 1379, 1379_QuantizeLinear_Output
649, DequantizeLinear, 3, 1, 1379_QuantizeLinear_Output, 1379_DequantizeLinear_Output
650,            Relu, 1, 1, 1379_DequantizeLinear_Output, 1078
651,  QuantizeLinear, 3, 1, 1078, 1078_QuantizeLinear_Output
652, DequantizeLinear, 3, 1, 1078_QuantizeLinear_Output, 1078_DequantizeLinear_Output
653,            Conv, 3, 1, 1078_DequantizeLinear_Output, 1382
654,  QuantizeLinear, 3, 1, 1382, 1382_QuantizeLinear_Output
655, DequantizeLinear, 3, 1, 1382_QuantizeLinear_Output, 1382_DequantizeLinear_Output
656,            Relu, 1, 1, 1382_DequantizeLinear_Output, 1081
657,  QuantizeLinear, 3, 1, 1081, 1081_QuantizeLinear_Output
658, DequantizeLinear, 3, 1, 1081_QuantizeLinear_Output, 1081_DequantizeLinear_Output
659,            Conv, 3, 1, 1081_DequantizeLinear_Output, 1385
660,  QuantizeLinear, 3, 1, 1385, 1385_QuantizeLinear_Output
661, DequantizeLinear, 3, 1, 1385_QuantizeLinear_Output, 1385_DequantizeLinear_Output
662,            Relu, 1, 1, 1385_DequantizeLinear_Output, 1084
663,  QuantizeLinear, 3, 1, 1084, 1084_QuantizeLinear_Output
664, DequantizeLinear, 3, 1, 1084_QuantizeLinear_Output, 1084_DequantizeLinear_Output
665,            Conv, 3, 1, 1084_DequantizeLinear_Output, 1085
666,  QuantizeLinear, 3, 1, 1085, 1085_QuantizeLinear_Output
667, DequantizeLinear, 3, 1, 1085_QuantizeLinear_Output, 1085_DequantizeLinear_Output
668,       Transpose, 1, 1, 1085_DequantizeLinear_Output, 1092
669,  QuantizeLinear, 3, 1, 1092, 1092_QuantizeLinear_Output
670, DequantizeLinear, 3, 1, 1092_QuantizeLinear_Output, 1092_DequantizeLinear_Output
671,         Reshape, 2, 1, 1092_DequantizeLinear_Output, 1098
672,  QuantizeLinear, 3, 1, 1098, 1098_QuantizeLinear_Output
673, DequantizeLinear, 3, 1, 1098_QuantizeLinear_Output, 1098_DequantizeLinear_Output
674,          Concat, 1, 1, 1098_DequantizeLinear_Output, head3d.cls_QuantizeLinear_Input
675,  QuantizeLinear, 3, 1, head3d.cls_QuantizeLinear_Input, head3d.cls_QuantizeLinear_Output
676, DequantizeLinear, 3, 1, head3d.cls_QuantizeLinear_Output, head3d.cls
677, DequantizeLinear, 3, 1, ortshared_15_1_1_quantized, ortshared_15_1_1_DequantizeLinear_Output
678, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.4.bias_quantized, head3d.head.regression_head.regression_heads.4.bias
679, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.4.weight_quantized, head3d.head.regression_head.regression_heads.4.weight_DequantizeLinear_Output
680, DequantizeLinear, 3, 1, 1458_quantized, 1458_DequantizeLinear_Output
681, DequantizeLinear, 3, 1, 1459_quantized, 1459
682, DequantizeLinear, 3, 1, 1455_quantized, 1455_DequantizeLinear_Output
683, DequantizeLinear, 3, 1, 1456_quantized, 1456
684, DequantizeLinear, 3, 1, 1452_quantized, 1452_DequantizeLinear_Output
685, DequantizeLinear, 3, 1, 1453_quantized, 1453
686, DequantizeLinear, 3, 1, 1449_quantized, 1449_DequantizeLinear_Output
687, DequantizeLinear, 3, 1, 1450_quantized, 1450
688,            Conv, 3, 1, 1373_DequantizeLinear_Output, 1448
689,  QuantizeLinear, 3, 1, 1448, 1448_QuantizeLinear_Output
690, DequantizeLinear, 3, 1, 1448_QuantizeLinear_Output, 1448_DequantizeLinear_Output
691,            Relu, 1, 1, 1448_DequantizeLinear_Output, 1260
692,  QuantizeLinear, 3, 1, 1260, 1260_QuantizeLinear_Output
693, DequantizeLinear, 3, 1, 1260_QuantizeLinear_Output, 1260_DequantizeLinear_Output
694,            Conv, 3, 1, 1260_DequantizeLinear_Output, 1451
695,  QuantizeLinear, 3, 1, 1451, 1451_QuantizeLinear_Output
696, DequantizeLinear, 3, 1, 1451_QuantizeLinear_Output, 1451_DequantizeLinear_Output
697,            Relu, 1, 1, 1451_DequantizeLinear_Output, 1263
698,  QuantizeLinear, 3, 1, 1263, 1263_QuantizeLinear_Output
699, DequantizeLinear, 3, 1, 1263_QuantizeLinear_Output, 1263_DequantizeLinear_Output
700,            Conv, 3, 1, 1263_DequantizeLinear_Output, 1454
701,  QuantizeLinear, 3, 1, 1454, 1454_QuantizeLinear_Output
702, DequantizeLinear, 3, 1, 1454_QuantizeLinear_Output, 1454_DequantizeLinear_Output
703,            Relu, 1, 1, 1454_DequantizeLinear_Output, 1266
704,  QuantizeLinear, 3, 1, 1266, 1266_QuantizeLinear_Output
705, DequantizeLinear, 3, 1, 1266_QuantizeLinear_Output, 1266_DequantizeLinear_Output
706,            Conv, 3, 1, 1266_DequantizeLinear_Output, 1457
707,  QuantizeLinear, 3, 1, 1457, 1457_QuantizeLinear_Output
708, DequantizeLinear, 3, 1, 1457_QuantizeLinear_Output, 1457_DequantizeLinear_Output
709,            Relu, 1, 1, 1457_DequantizeLinear_Output, 1269
710,  QuantizeLinear, 3, 1, 1269, 1269_QuantizeLinear_Output
711, DequantizeLinear, 3, 1, 1269_QuantizeLinear_Output, 1269_DequantizeLinear_Output
712,            Conv, 3, 1, 1269_DequantizeLinear_Output, 1270
713,  QuantizeLinear, 3, 1, 1270, 1270_QuantizeLinear_Output
714, DequantizeLinear, 3, 1, 1270_QuantizeLinear_Output, 1270_DequantizeLinear_Output
715,             Mul, 2, 1, 1270_DequantizeLinear_Output, 1271
716,  QuantizeLinear, 3, 1, 1271, 1271_QuantizeLinear_Output
717, DequantizeLinear, 3, 1, 1271_QuantizeLinear_Output, 1271_DequantizeLinear_Output
718,       Transpose, 1, 1, 1271_DequantizeLinear_Output, 1278
719,  QuantizeLinear, 3, 1, 1278, 1278_QuantizeLinear_Output
720, DequantizeLinear, 3, 1, 1278_QuantizeLinear_Output, 1278_DequantizeLinear_Output
721,         Reshape, 2, 1, 1278_DequantizeLinear_Output, 1284
722,  QuantizeLinear, 3, 1, 1284, 1284_QuantizeLinear_Output
723, DequantizeLinear, 3, 1, 1284_QuantizeLinear_Output, 1284_DequantizeLinear_Output
724,          Concat, 1, 1, 1284_DequantizeLinear_Output, head3d.others.4_QuantizeLinear_Input
725,  QuantizeLinear, 3, 1, head3d.others.4_QuantizeLinear_Input, head3d.others.4_QuantizeLinear_Output
726, DequantizeLinear, 3, 1, head3d.others.4_QuantizeLinear_Output, head3d.others.4
727, DequantizeLinear, 3, 1, ortshared_6_1_1_quantized, ortshared_6_1_1_DequantizeLinear_Output
728, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.3.bias_quantized, head3d.head.regression_head.regression_heads.3.bias
729, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.3.weight_quantized, head3d.head.regression_head.regression_heads.3.weight_DequantizeLinear_Output
730, DequantizeLinear, 3, 1, 1446_quantized, 1446_DequantizeLinear_Output
731, DequantizeLinear, 3, 1, 1447_quantized, 1447
732, DequantizeLinear, 3, 1, 1443_quantized, 1443_DequantizeLinear_Output
733, DequantizeLinear, 3, 1, 1444_quantized, 1444
734, DequantizeLinear, 3, 1, 1440_quantized, 1440_DequantizeLinear_Output
735, DequantizeLinear, 3, 1, 1441_quantized, 1441
736, DequantizeLinear, 3, 1, 1437_quantized, 1437_DequantizeLinear_Output
737, DequantizeLinear, 3, 1, 1438_quantized, 1438
738,            Conv, 3, 1, 1373_DequantizeLinear_Output, 1436
739,  QuantizeLinear, 3, 1, 1436, 1436_QuantizeLinear_Output
740, DequantizeLinear, 3, 1, 1436_QuantizeLinear_Output, 1436_DequantizeLinear_Output
741,            Relu, 1, 1, 1436_DequantizeLinear_Output, 1232
742,  QuantizeLinear, 3, 1, 1232, 1232_QuantizeLinear_Output
743, DequantizeLinear, 3, 1, 1232_QuantizeLinear_Output, 1232_DequantizeLinear_Output
744,            Conv, 3, 1, 1232_DequantizeLinear_Output, 1439
745,  QuantizeLinear, 3, 1, 1439, 1439_QuantizeLinear_Output
746, DequantizeLinear, 3, 1, 1439_QuantizeLinear_Output, 1439_DequantizeLinear_Output
747,            Relu, 1, 1, 1439_DequantizeLinear_Output, 1235
748,  QuantizeLinear, 3, 1, 1235, 1235_QuantizeLinear_Output
749, DequantizeLinear, 3, 1, 1235_QuantizeLinear_Output, 1235_DequantizeLinear_Output
750,            Conv, 3, 1, 1235_DequantizeLinear_Output, 1442
751,  QuantizeLinear, 3, 1, 1442, 1442_QuantizeLinear_Output
752, DequantizeLinear, 3, 1, 1442_QuantizeLinear_Output, 1442_DequantizeLinear_Output
753,            Relu, 1, 1, 1442_DequantizeLinear_Output, 1238
754,  QuantizeLinear, 3, 1, 1238, 1238_QuantizeLinear_Output
755, DequantizeLinear, 3, 1, 1238_QuantizeLinear_Output, 1238_DequantizeLinear_Output
756,            Conv, 3, 1, 1238_DequantizeLinear_Output, 1445
757,  QuantizeLinear, 3, 1, 1445, 1445_QuantizeLinear_Output
758, DequantizeLinear, 3, 1, 1445_QuantizeLinear_Output, 1445_DequantizeLinear_Output
759,            Relu, 1, 1, 1445_DequantizeLinear_Output, 1241
760,  QuantizeLinear, 3, 1, 1241, 1241_QuantizeLinear_Output
761, DequantizeLinear, 3, 1, 1241_QuantizeLinear_Output, 1241_DequantizeLinear_Output
762,            Conv, 3, 1, 1241_DequantizeLinear_Output, 1242
763,  QuantizeLinear, 3, 1, 1242, 1242_QuantizeLinear_Output
764, DequantizeLinear, 3, 1, 1242_QuantizeLinear_Output, 1242_DequantizeLinear_Output
765,             Mul, 2, 1, 1242_DequantizeLinear_Output, 1243
766,  QuantizeLinear, 3, 1, 1243, 1243_QuantizeLinear_Output
767, DequantizeLinear, 3, 1, 1243_QuantizeLinear_Output, 1243_DequantizeLinear_Output
768,       Transpose, 1, 1, 1243_DequantizeLinear_Output, 1250
769,  QuantizeLinear, 3, 1, 1250, 1250_QuantizeLinear_Output
770, DequantizeLinear, 3, 1, 1250_QuantizeLinear_Output, 1250_DequantizeLinear_Output
771,         Reshape, 2, 1, 1250_DequantizeLinear_Output, 1256
772,  QuantizeLinear, 3, 1, 1256, 1256_QuantizeLinear_Output
773, DequantizeLinear, 3, 1, 1256_QuantizeLinear_Output, 1256_DequantizeLinear_Output
774,          Concat, 1, 1, 1256_DequantizeLinear_Output, head3d.others.3_QuantizeLinear_Input
775,  QuantizeLinear, 3, 1, head3d.others.3_QuantizeLinear_Input, head3d.others.3_QuantizeLinear_Output
776, DequantizeLinear, 3, 1, head3d.others.3_QuantizeLinear_Output, head3d.others.3
777, DequantizeLinear, 3, 1, ortshared_9_1_1_quantized, ortshared_9_1_1_DequantizeLinear_Output
778, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.2.bias_quantized, head3d.head.regression_head.regression_heads.2.bias
779, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.2.weight_quantized, head3d.head.regression_head.regression_heads.2.weight_DequantizeLinear_Output
780, DequantizeLinear, 3, 1, 1434_quantized, 1434_DequantizeLinear_Output
781, DequantizeLinear, 3, 1, 1435_quantized, 1435
782, DequantizeLinear, 3, 1, 1431_quantized, 1431_DequantizeLinear_Output
783, DequantizeLinear, 3, 1, 1432_quantized, 1432
784, DequantizeLinear, 3, 1, 1428_quantized, 1428_DequantizeLinear_Output
785, DequantizeLinear, 3, 1, 1429_quantized, 1429
786, DequantizeLinear, 3, 1, 1425_quantized, 1425_DequantizeLinear_Output
787, DequantizeLinear, 3, 1, 1426_quantized, 1426
788,            Conv, 3, 1, 1373_DequantizeLinear_Output, 1424
789,  QuantizeLinear, 3, 1, 1424, 1424_QuantizeLinear_Output
790, DequantizeLinear, 3, 1, 1424_QuantizeLinear_Output, 1424_DequantizeLinear_Output
791,            Relu, 1, 1, 1424_DequantizeLinear_Output, 1204
792,  QuantizeLinear, 3, 1, 1204, 1204_QuantizeLinear_Output
793, DequantizeLinear, 3, 1, 1204_QuantizeLinear_Output, 1204_DequantizeLinear_Output
794,            Conv, 3, 1, 1204_DequantizeLinear_Output, 1427
795,  QuantizeLinear, 3, 1, 1427, 1427_QuantizeLinear_Output
796, DequantizeLinear, 3, 1, 1427_QuantizeLinear_Output, 1427_DequantizeLinear_Output
797,            Relu, 1, 1, 1427_DequantizeLinear_Output, 1207
798,  QuantizeLinear, 3, 1, 1207, 1207_QuantizeLinear_Output
799, DequantizeLinear, 3, 1, 1207_QuantizeLinear_Output, 1207_DequantizeLinear_Output
800,            Conv, 3, 1, 1207_DequantizeLinear_Output, 1430
801,  QuantizeLinear, 3, 1, 1430, 1430_QuantizeLinear_Output
802, DequantizeLinear, 3, 1, 1430_QuantizeLinear_Output, 1430_DequantizeLinear_Output
803,            Relu, 1, 1, 1430_DequantizeLinear_Output, 1210
804,  QuantizeLinear, 3, 1, 1210, 1210_QuantizeLinear_Output
805, DequantizeLinear, 3, 1, 1210_QuantizeLinear_Output, 1210_DequantizeLinear_Output
806,            Conv, 3, 1, 1210_DequantizeLinear_Output, 1433
807,  QuantizeLinear, 3, 1, 1433, 1433_QuantizeLinear_Output
808, DequantizeLinear, 3, 1, 1433_QuantizeLinear_Output, 1433_DequantizeLinear_Output
809,            Relu, 1, 1, 1433_DequantizeLinear_Output, 1213
810,  QuantizeLinear, 3, 1, 1213, 1213_QuantizeLinear_Output
811, DequantizeLinear, 3, 1, 1213_QuantizeLinear_Output, 1213_DequantizeLinear_Output
812,            Conv, 3, 1, 1213_DequantizeLinear_Output, 1214
813,  QuantizeLinear, 3, 1, 1214, 1214_QuantizeLinear_Output
814, DequantizeLinear, 3, 1, 1214_QuantizeLinear_Output, 1214_DequantizeLinear_Output
815,             Mul, 2, 1, 1214_DequantizeLinear_Output, 1215
816,  QuantizeLinear, 3, 1, 1215, 1215_QuantizeLinear_Output
817, DequantizeLinear, 3, 1, 1215_QuantizeLinear_Output, 1215_DequantizeLinear_Output
818,       Transpose, 1, 1, 1215_DequantizeLinear_Output, 1222
819,  QuantizeLinear, 3, 1, 1222, 1222_QuantizeLinear_Output
820, DequantizeLinear, 3, 1, 1222_QuantizeLinear_Output, 1222_DequantizeLinear_Output
821,         Reshape, 2, 1, 1222_DequantizeLinear_Output, 1228
822,  QuantizeLinear, 3, 1, 1228, 1228_QuantizeLinear_Output
823, DequantizeLinear, 3, 1, 1228_QuantizeLinear_Output, 1228_DequantizeLinear_Output
824,          Concat, 1, 1, 1228_DequantizeLinear_Output, head3d.others.2_QuantizeLinear_Input
825,  QuantizeLinear, 3, 1, head3d.others.2_QuantizeLinear_Input, head3d.others.2_QuantizeLinear_Output
826, DequantizeLinear, 3, 1, head3d.others.2_QuantizeLinear_Output, head3d.others.2
827, DequantizeLinear, 3, 1, ortshared_8_1_1_quantized, ortshared_8_1_1_DequantizeLinear_Output
828, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.1.bias_quantized, head3d.head.regression_head.regression_heads.1.bias
829, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.1.weight_quantized, head3d.head.regression_head.regression_heads.1.weight_DequantizeLinear_Output
830, DequantizeLinear, 3, 1, 1422_quantized, 1422_DequantizeLinear_Output
831, DequantizeLinear, 3, 1, 1423_quantized, 1423
832, DequantizeLinear, 3, 1, 1419_quantized, 1419_DequantizeLinear_Output
833, DequantizeLinear, 3, 1, 1420_quantized, 1420
834, DequantizeLinear, 3, 1, 1416_quantized, 1416_DequantizeLinear_Output
835, DequantizeLinear, 3, 1, 1417_quantized, 1417
836, DequantizeLinear, 3, 1, 1413_quantized, 1413_DequantizeLinear_Output
837, DequantizeLinear, 3, 1, 1414_quantized, 1414
838,            Conv, 3, 1, 1373_DequantizeLinear_Output, 1412
839,  QuantizeLinear, 3, 1, 1412, 1412_QuantizeLinear_Output
840, DequantizeLinear, 3, 1, 1412_QuantizeLinear_Output, 1412_DequantizeLinear_Output
841,            Relu, 1, 1, 1412_DequantizeLinear_Output, 1175
842,  QuantizeLinear, 3, 1, 1175, 1175_QuantizeLinear_Output
843, DequantizeLinear, 3, 1, 1175_QuantizeLinear_Output, 1175_DequantizeLinear_Output
844,            Conv, 3, 1, 1175_DequantizeLinear_Output, 1415
845,  QuantizeLinear, 3, 1, 1415, 1415_QuantizeLinear_Output
846, DequantizeLinear, 3, 1, 1415_QuantizeLinear_Output, 1415_DequantizeLinear_Output
847,            Relu, 1, 1, 1415_DequantizeLinear_Output, 1178
848,  QuantizeLinear, 3, 1, 1178, 1178_QuantizeLinear_Output
849, DequantizeLinear, 3, 1, 1178_QuantizeLinear_Output, 1178_DequantizeLinear_Output
850,            Conv, 3, 1, 1178_DequantizeLinear_Output, 1418
851,  QuantizeLinear, 3, 1, 1418, 1418_QuantizeLinear_Output
852, DequantizeLinear, 3, 1, 1418_QuantizeLinear_Output, 1418_DequantizeLinear_Output
853,            Relu, 1, 1, 1418_DequantizeLinear_Output, 1181
854,  QuantizeLinear, 3, 1, 1181, 1181_QuantizeLinear_Output
855, DequantizeLinear, 3, 1, 1181_QuantizeLinear_Output, 1181_DequantizeLinear_Output
856,            Conv, 3, 1, 1181_DequantizeLinear_Output, 1421
857,  QuantizeLinear, 3, 1, 1421, 1421_QuantizeLinear_Output
858, DequantizeLinear, 3, 1, 1421_QuantizeLinear_Output, 1421_DequantizeLinear_Output
859,            Relu, 1, 1, 1421_DequantizeLinear_Output, 1184
860,  QuantizeLinear, 3, 1, 1184, 1184_QuantizeLinear_Output
861, DequantizeLinear, 3, 1, 1184_QuantizeLinear_Output, 1184_DequantizeLinear_Output
862,            Conv, 3, 1, 1184_DequantizeLinear_Output, 1185
863,  QuantizeLinear, 3, 1, 1185, 1185_QuantizeLinear_Output
864, DequantizeLinear, 3, 1, 1185_QuantizeLinear_Output, 1185_DequantizeLinear_Output
865,             Mul, 2, 1, 1185_DequantizeLinear_Output, 1186
866,  QuantizeLinear, 3, 1, 1186, 1186_QuantizeLinear_Output
867, DequantizeLinear, 3, 1, 1186_QuantizeLinear_Output, 1186_DequantizeLinear_Output
868,            Relu, 1, 1, 1186_DequantizeLinear_Output, 1187
869,  QuantizeLinear, 3, 1, 1187, 1187_QuantizeLinear_Output
870, DequantizeLinear, 3, 1, 1187_QuantizeLinear_Output, 1187_DequantizeLinear_Output
871,       Transpose, 1, 1, 1187_DequantizeLinear_Output, 1194
872,  QuantizeLinear, 3, 1, 1194, 1194_QuantizeLinear_Output
873, DequantizeLinear, 3, 1, 1194_QuantizeLinear_Output, 1194_DequantizeLinear_Output
874,         Reshape, 2, 1, 1194_DequantizeLinear_Output, 1200
875,  QuantizeLinear, 3, 1, 1200, 1200_QuantizeLinear_Output
876, DequantizeLinear, 3, 1, 1200_QuantizeLinear_Output, 1200_DequantizeLinear_Output
877,          Concat, 1, 1, 1200_DequantizeLinear_Output, head3d.others.1_QuantizeLinear_Input
878,  QuantizeLinear, 3, 1, head3d.others.1_QuantizeLinear_Input, head3d.others.1_QuantizeLinear_Output
879, DequantizeLinear, 3, 1, head3d.others.1_QuantizeLinear_Output, head3d.others.1
880, DequantizeLinear, 3, 1, ortshared_7_1_1_quantized, ortshared_7_1_1_DequantizeLinear_Output
881, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.0.bias_quantized, head3d.head.regression_head.regression_heads.0.bias
882, DequantizeLinear, 3, 1, head3d.head.regression_head.regression_heads.0.weight_quantized, head3d.head.regression_head.regression_heads.0.weight_DequantizeLinear_Output
883, DequantizeLinear, 3, 1, 1410_quantized, 1410_DequantizeLinear_Output
884, DequantizeLinear, 3, 1, 1411_quantized, 1411
885, DequantizeLinear, 3, 1, 1407_quantized, 1407_DequantizeLinear_Output
886, DequantizeLinear, 3, 1, 1408_quantized, 1408
887, DequantizeLinear, 3, 1, 1404_quantized, 1404_DequantizeLinear_Output
888, DequantizeLinear, 3, 1, 1405_quantized, 1405
889, DequantizeLinear, 3, 1, 1401_quantized, 1401_DequantizeLinear_Output
890, DequantizeLinear, 3, 1, 1402_quantized, 1402
891,            Conv, 3, 1, 1373_DequantizeLinear_Output, 1400
892,  QuantizeLinear, 3, 1, 1400, 1400_QuantizeLinear_Output
893, DequantizeLinear, 3, 1, 1400_QuantizeLinear_Output, 1400_DequantizeLinear_Output
894,            Relu, 1, 1, 1400_DequantizeLinear_Output, 1146
895,  QuantizeLinear, 3, 1, 1146, 1146_QuantizeLinear_Output
896, DequantizeLinear, 3, 1, 1146_QuantizeLinear_Output, 1146_DequantizeLinear_Output
897,            Conv, 3, 1, 1146_DequantizeLinear_Output, 1403
898,  QuantizeLinear, 3, 1, 1403, 1403_QuantizeLinear_Output
899, DequantizeLinear, 3, 1, 1403_QuantizeLinear_Output, 1403_DequantizeLinear_Output
900,            Relu, 1, 1, 1403_DequantizeLinear_Output, 1149
901,  QuantizeLinear, 3, 1, 1149, 1149_QuantizeLinear_Output
902, DequantizeLinear, 3, 1, 1149_QuantizeLinear_Output, 1149_DequantizeLinear_Output
903,            Conv, 3, 1, 1149_DequantizeLinear_Output, 1406
904,  QuantizeLinear, 3, 1, 1406, 1406_QuantizeLinear_Output
905, DequantizeLinear, 3, 1, 1406_QuantizeLinear_Output, 1406_DequantizeLinear_Output
906,            Relu, 1, 1, 1406_DequantizeLinear_Output, 1152
907,  QuantizeLinear, 3, 1, 1152, 1152_QuantizeLinear_Output
908, DequantizeLinear, 3, 1, 1152_QuantizeLinear_Output, 1152_DequantizeLinear_Output
909,            Conv, 3, 1, 1152_DequantizeLinear_Output, 1409
910,  QuantizeLinear, 3, 1, 1409, 1409_QuantizeLinear_Output
911, DequantizeLinear, 3, 1, 1409_QuantizeLinear_Output, 1409_DequantizeLinear_Output
912,            Relu, 1, 1, 1409_DequantizeLinear_Output, 1155
913,  QuantizeLinear, 3, 1, 1155, 1155_QuantizeLinear_Output
914, DequantizeLinear, 3, 1, 1155_QuantizeLinear_Output, 1155_DequantizeLinear_Output
915,            Conv, 3, 1, 1155_DequantizeLinear_Output, 1156
916,  QuantizeLinear, 3, 1, 1156, 1156_QuantizeLinear_Output
917, DequantizeLinear, 3, 1, 1156_QuantizeLinear_Output, 1156_DequantizeLinear_Output
918,             Mul, 2, 1, 1156_DequantizeLinear_Output, 1157
919,  QuantizeLinear, 3, 1, 1157, 1157_QuantizeLinear_Output
920, DequantizeLinear, 3, 1, 1157_QuantizeLinear_Output, 1157_DequantizeLinear_Output
921,            Relu, 1, 1, 1157_DequantizeLinear_Output, 1158
922,  QuantizeLinear, 3, 1, 1158, 1158_QuantizeLinear_Output
923, DequantizeLinear, 3, 1, 1158_QuantizeLinear_Output, 1158_DequantizeLinear_Output
924,       Transpose, 1, 1, 1158_DequantizeLinear_Output, 1165
925,  QuantizeLinear, 3, 1, 1165, 1165_QuantizeLinear_Output
926, DequantizeLinear, 3, 1, 1165_QuantizeLinear_Output, 1165_DequantizeLinear_Output
927,         Reshape, 2, 1, 1165_DequantizeLinear_Output, 1171
928,  QuantizeLinear, 3, 1, 1171, 1171_QuantizeLinear_Output
929, DequantizeLinear, 3, 1, 1171_QuantizeLinear_Output, 1171_DequantizeLinear_Output
930,          Concat, 1, 1, 1171_DequantizeLinear_Output, head3d.others.0_QuantizeLinear_Input
931,  QuantizeLinear, 3, 1, head3d.others.0_QuantizeLinear_Input, head3d.others.0_QuantizeLinear_Output
932, DequantizeLinear, 3, 1, head3d.others.0_QuantizeLinear_Output, head3d.others.0
933, DequantizeLinear, 3, 1, ortshared_13_1_1_quantized, ortshared_13_1_1_DequantizeLinear_Output
934, DequantizeLinear, 3, 1, head3d.head.regression_head.bbox_reg.bias_quantized, head3d.head.regression_head.bbox_reg.bias
935, DequantizeLinear, 3, 1, head3d.head.regression_head.bbox_reg.weight_quantized, head3d.head.regression_head.bbox_reg.weight_DequantizeLinear_Output
936,            Conv, 3, 1, 1111_DequantizeLinear_Output, 1112
937,  QuantizeLinear, 3, 1, 1112, 1112_QuantizeLinear_Output
938, DequantizeLinear, 3, 1, 1112_QuantizeLinear_Output, 1112_DequantizeLinear_Output
939,             Mul, 2, 1, 1112_DequantizeLinear_Output, 1113
940,  QuantizeLinear, 3, 1, 1113, 1113_QuantizeLinear_Output
941, DequantizeLinear, 3, 1, 1113_QuantizeLinear_Output, 1113_DequantizeLinear_Output
942,            Relu, 1, 1, 1113_DequantizeLinear_Output, 1114
943,  QuantizeLinear, 3, 1, 1114, 1114_QuantizeLinear_Output
944, DequantizeLinear, 3, 1, 1114_QuantizeLinear_Output, 1114_DequantizeLinear_Output
945,       Transpose, 1, 1, 1114_DequantizeLinear_Output, 1121
946,  QuantizeLinear, 3, 1, 1121, 1121_QuantizeLinear_Output
947, DequantizeLinear, 3, 1, 1121_QuantizeLinear_Output, 1121_DequantizeLinear_Output
948,         Reshape, 2, 1, 1121_DequantizeLinear_Output, 1127
949,  QuantizeLinear, 3, 1, 1127, 1127_QuantizeLinear_Output
950, DequantizeLinear, 3, 1, 1127_QuantizeLinear_Output, 1127_DequantizeLinear_Output
951,          Concat, 1, 1, 1127_DequantizeLinear_Output, head3d.breg_QuantizeLinear_Input
952,  QuantizeLinear, 3, 1, head3d.breg_QuantizeLinear_Input, head3d.breg_QuantizeLinear_Output
953, DequantizeLinear, 3, 1, head3d.breg_QuantizeLinear_Output, head3d.breg

Input tensor name -  image 

Input tensor name -  locations 

Input tensor name -  mask 
Output tensor name - head3d.breg 
Output tensor name - head3d.others.0 
Output tensor name - head3d.others.1 
Output tensor name - head3d.others.2 
Output tensor name - head3d.others.3 
Output tensor name - head3d.others.4 
Output tensor name - head3d.cls 
Output tensor name - head3d.cetr 
 Graph Domain TO version : 11In TIDL_onnxRtImportInit subgraph_name=head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg
Layer 0, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=head3d.breg
Layer 1, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=head3d.others.0
Layer 2, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=head3d.others.1
Layer 3, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=head3d.others.2
Layer 4, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=head3d.others.3
Layer 5, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=head3d.others.4
Layer 6, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=head3d.cls
Layer 7, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=head3d.cetr
Layer 8, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=image
Layer 9, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=locations
Layer 10, subgraph id head3d.cetrhead3d.clshead3d.others.4head3d.others.3head3d.others.2head3d.others.1head3d.others.0head3d.breg, name=mask
In TIDL_runtimesOptimizeNet: LayerIndex = 965, dataIndex = 957 
WARNING: Batch Norm Layer Mul_409'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 Mul_387'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 Mul_365'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 Mul_342'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 Mul_319'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 Mul_283'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 : Requested Input Data Convert Layer is not Added to the network, It is currently not Optimal

 ************** Frame index 1 : Running float import ************* 
In TIDL_runtimesPostProcessNet 
In TIDL_runtimesPostProcessNet 1
In TIDL_runtimesPostProcessNet 2
In TIDL_runtimesPostProcessNet 3
INFORMATION: [TIDL_ResizeLayer] Resize_90 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] Resize_95 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] Resize_105 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] Resize_124 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] Resize_224 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] Resize_229 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] Resize_234 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] Resize_238 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] Resize_242 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] Resize_246 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.
****************************************************
**         10 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
 0.3s:  VX_ZONE_ERROR:Enabled
 0.4s:  VX_ZONE_WARNING:Enabled
 0.2320s:  VX_ZONE_INIT:[tivxInit:185] Initialization Done !!!

--------------------------------------------
TIDL Memory size requiement (record wise):
MemRecNum   , Space               , Attribute   , Alignment   , Size(KBytes), BasePtr     
0           , DDR Cacheable       , Persistent  ,  128, 19.65   , 0x00000000
1           , DDR Cacheable       , Persistent  ,  128, 0.64    , 0x00000000
2           , DDR Cacheable       , Scratch     ,  128, 16.00   , 0x00000000
3           , DDR Cacheable       , Scratch     ,  128, 4.00    , 0x00000000
4           , DDR Cacheable       , Scratch     ,  128, 56.00   , 0x00000000
5           , DDR Cacheable       , Persistent  ,  128, 559.27  , 0x00000000
6           , DDR Cacheable       , Scratch     ,  128, 196286.75, 0x00000000
7           , DDR Cacheable       , Scratch     ,  128, 0.12    , 0x00000000
8           , DDR Cacheable       , Scratch     ,  128, 18690.12, 0x00000000
9           , DDR Cacheable       , Scratch     ,  128, 24579.00, 0x00000000
10          , DDR Cacheable       , Persistent  ,  128, 3131.71 , 0x00000000
11          , DDR Cacheable       , Scratch     ,  128, 512.25  , 0x00000000
12          , DDR Cacheable       , Persistent  ,  128, 0.12    , 0x00000000
13          , DDR Cacheable       , Persistent  ,  128, 130311.38, 0x00000000
14          , DDR Cacheable       , Persistent  ,  128, 0.00    , 0x00000000
--------------------------------------------
Total memory size requirement (space wise):
Mem Space , Size(KBytes)
DDR Cacheable, 374167.02
--------------------------------------------
NOTE: Memory requirement in host emulation can be different from the same on EVM
      To get the actual TIDL memory requirement make sure to run on EVM with 
      debugTraceLevel = 2

--------------------------------------------
TIDL init call from ivision API 

--------------------------------------------
TIDL Memory size requiement (record wise):
MemRecNum   , Space               , Attribute   , Alignment   , Size(KBytes), BasePtr     
0           , DDR Cacheable       , Persistent  ,  128, 19.65   , 0x1382a000
1           , DDR Cacheable       , Persistent  ,  128, 0.64    , 0xb6fae000
2           , DDR Cacheable       , Scratch     ,  128, 16.00   , 0xb328d000
3           , DDR Cacheable       , Scratch     ,  128, 4.00    , 0xb6f77000
4           , DDR Cacheable       , Scratch     ,  128, 56.00   , 0x6e197000
5           , DDR Cacheable       , Persistent  ,  128, 559.27  , 0x54539000
6           , DDR Cacheable       , Scratch     ,  128, 196286.75, 0xb609e000
7           , DDR Cacheable       , Scratch     ,  128, 0.12    , 0xb6f76000
8           , DDR Cacheable       , Scratch     ,  128, 18690.12, 0xb4e5d000
9           , DDR Cacheable       , Scratch     ,  128, 24579.00, 0xb365c000
10          , DDR Cacheable       , Persistent  ,  128, 3131.71 , 0x5422a000
11          , DDR Cacheable       , Scratch     ,  128, 512.25  , 0x58e3f000
12          , DDR Cacheable       , Persistent  ,  128, 0.12    , 0xb6dd8000
13          , DDR Cacheable       , Persistent  ,  128, 130311.38, 0xab71a000
14          , DDR Cacheable       , Persistent  ,  128, 0.00    , 0xb6dd7000
--------------------------------------------
Total memory size requirement (space wise):
Mem Space , Size(KBytes)
DDR Cacheable, 374167.02
--------------------------------------------
NOTE: Memory requirement in host emulation can be different from the same on EVM
      To get the actual TIDL memory requirement make sure to run on EVM with 
      debugTraceLevel = 2

--------------------------------------------
Alg Init for Layer # -    3
Alg Init for Layer # -    4
Alg Init for Layer # -    5
Alg Init for Layer # -    6
Alg Init for Layer # -    7
Alg Init for Layer # -    8
Alg Init for Layer # -    9
Alg Init for Layer # -   10
Alg Init for Layer # -   11
Alg Init for Layer # -   12
Alg Init for Layer # -   13
Alg Init for Layer # -   14
Alg Init for Layer # -   15
Alg Init for Layer # -   16
Alg Init for Layer # -   17
Alg Init for Layer # -   18
Alg Init for Layer # -   19
Alg Init for Layer # -   20
Alg Init for Layer # -   21
Alg Init for Layer # -   22
Alg Init for Layer # -   23
Alg Init for Layer # -   24
Alg Init for Layer # -   25
Alg Init for Layer # -   26
Alg Init for Layer # -   27
Alg Init for Layer # -   28
Alg Init for Layer # -   29
Alg Init for Layer # -   30
Alg Init for Layer # -   31
Alg Init for Layer # -   32
Alg Init for Layer # -   33
Alg Init for Layer # -   34
Alg Init for Layer # -   35
Alg Init for Layer # -   36
Alg Init for Layer # -   37
Alg Init for Layer # -   38
Alg Init for Layer # -   39
Alg Init for Layer # -   40
Alg Init for Layer # -   41
Alg Init for Layer # -   42
Alg Init for Layer # -   43
Alg Init for Layer # -   44
Alg Init for Layer # -   45
Alg Init for Layer # -   46
Alg Init for Layer # -   47
Alg Init for Layer # -   48
Alg Init for Layer # -   49
Alg Init for Layer # -   50
Alg Init for Layer # -   51
Alg Init for Layer # -   52
Alg Init for Layer # -   53
Alg Init for Layer # -   54
Alg Init for Layer # -   55
Alg Init for Layer # -   56
Alg Init for Layer # -   57
Alg Init for Layer # -   58
Alg Init for Layer # -   59
Alg Init for Layer # -   60
Alg Init for Layer # -   61
Alg Init for Layer # -   62
Alg Init for Layer # -   63
Alg Init for Layer # -   64
Alg Init for Layer # -   65
Alg Init for Layer # -   66
Alg Init for Layer # -   67
Alg Init for Layer # -   68
Alg Init for Layer # -   69
Alg Init for Layer # -   70
Alg Init for Layer # -   71
Alg Init for Layer # -   72
Alg Init for Layer # -   73
Alg Init for Layer # -   74
Alg Init for Layer # -   75
Alg Init for Layer # -   76
Alg Init for Layer # -   77
Alg Init for Layer # -   78
Alg Init for Layer # -   79
Alg Init for Layer # -   80
Alg Init for Layer # -   81
Alg Init for Layer # -   82
Alg Init for Layer # -   83
Alg Init for Layer # -   84
Alg Init for Layer # -   85
Alg Init for Layer # -   86
Alg Init for Layer # -   87
Alg Init for Layer # -   88
Alg Init for Layer # -   89
Alg Init for Layer # -   90
Alg Init for Layer # -   91
Alg Init for Layer # -   92
Alg Init for Layer # -   93
Alg Init for Layer # -   94
Alg Init for Layer # -   95
Alg Init for Layer # -   96
Alg Init for Layer # -   97
Alg Init for Layer # -   98
Alg Init for Layer # -   99
Alg Init for Layer # -  100
Alg Init for Layer # -  101
Alg Init for Layer # -  102
Alg Init for Layer # -  103
Alg Init for Layer # -  104
Alg Init for Layer # -  105
Alg Init for Layer # -  106
Alg Init for Layer # -  107
Alg Init for Layer # -  108
Alg Init for Layer # -  109
Alg Init for Layer # -  110
Alg Init for Layer # -  111
Alg Init for Layer # -  112
Alg Init for Layer # -  113
Alg Init for Layer # -  114
Alg Init for Layer # -  115
Alg Init for Layer # -  116
Alg Init for Layer # -  117
Alg Init for Layer # -  118
Alg Init for Layer # -  119
Alg Init for Layer # -  120
Alg Init for Layer # -  121
Alg Init for Layer # -  122
Alg Init for Layer # -  123
Alg Init for Layer # -  124
Alg Init for Layer # -  125
Alg Init for Layer # -  126
Alg Init for Layer # -  127
Alg Init for Layer # -  128
Alg Init for Layer # -  129
Alg Init for Layer # -  130
Alg Init for Layer # -  131
Alg Init for Layer # -  132
Alg Init for Layer # -  133
Alg Init for Layer # -  134
Alg Init for Layer # -  135
Alg Init for Layer # -  136
Alg Init for Layer # -  137
Alg Init for Layer # -  138
Alg Init for Layer # -  139
Alg Init for Layer # -  140
Alg Init for Layer # -  141
Alg Init for Layer # -  142
Alg Init for Layer # -  143
Alg Init for Layer # -  144
Alg Init for Layer # -  145
Alg Init for Layer # -  146
Alg Init for Layer # -  147
Alg Init for Layer # -  148
Alg Init for Layer # -  149
Alg Init for Layer # -  150
Alg Init for Layer # -  151
Alg Init for Layer # -  152
Alg Init for Layer # -  153
Alg Init for Layer # -  154
Alg Init for Layer # -  155
Alg Init for Layer # -  156
Alg Init for Layer # -  157
Alg Init for Layer # -  158
Alg Init for Layer # -  159
Alg Init for Layer # -  160
Alg Init for Layer # -  161
Alg Init for Layer # -  162
Alg Init for Layer # -  163
Alg Init for Layer # -  164
Alg Init for Layer # -  165
Alg Init for Layer # -  166
Alg Init for Layer # -  167
Alg Init for Layer # -  168
Alg Init for Layer # -  169
Alg Init for Layer # -  170
Alg Init for Layer # -  171
Alg Init for Layer # -  172
Alg Init for Layer # -  173
Alg Init for Layer # -  174
Alg Init for Layer # -  175
Alg Init for Layer # -  176
Alg Init for Layer # -  177
Alg Init for Layer # -  178
Alg Init for Layer # -  179
Alg Init for Layer # -  180
Alg Init for Layer # -  181
Alg Init for Layer # -  182
Alg Init for Layer # -  183
Alg Init for Layer # -  184
Alg Init for Layer # -  185
Alg Init for Layer # -  186
Alg Init for Layer # -  187
Alg Init for Layer # -  188
Alg Init for Layer # -  189
Alg Init for Layer # -  190
Alg Init for Layer # -  191
Alg Init for Layer # -  192
Alg Init for Layer # -  193
Alg Init for Layer # -  194
Alg Init for Layer # -  195
Alg Init for Layer # -  196
Alg Init for Layer # -  197
Alg Init for Layer # -  198
Alg Init for Layer # -  199
Alg Init for Layer # -  200
Alg Init for Layer # -  201
Alg Init for Layer # -  202
Alg Init for Layer # -  203
Alg Init for Layer # -  204
Alg Init for Layer # -  205
Alg Init for Layer # -  206
Alg Init for Layer # -  207
Alg Init for Layer # -  208
Alg Init for Layer # -  209
Alg Init for Layer # -  210
Alg Init for Layer # -  211
Alg Init for Layer # -  212
Alg Init for Layer # -  213
Alg Init for Layer # -  214
Alg Init for Layer # -  215
Alg Init for Layer # -  216
Alg Init for Layer # -  217
Alg Init for Layer # -  218
Alg Init for Layer # -  219
Alg Init for Layer # -  220
Alg Init for Layer # -  221
Alg Init for Layer # -  222
Alg Init for Layer # -  223
Alg Init for Layer # -  224
Alg Init for Layer # -  225
Alg Init for Layer # -  226
Alg Init for Layer # -  227
Alg Init for Layer # -  228
Alg Init for Layer # -  229
Alg Init for Layer # -  230
Alg Init for Layer # -  231
Alg Init for Layer # -  232
Alg Init for Layer # -  233
Alg Init for Layer # -  234
Alg Init for Layer # -  235
Alg Init for Layer # -  236
Alg Init for Layer # -  237
Alg Init for Layer # -  238
Alg Init for Layer # -  239
Alg Init for Layer # -  240
Alg Init for Layer # -  241
Alg Init for Layer # -  242
Alg Init for Layer # -  243
Alg Init for Layer # -  244
Alg Init for Layer # -  245
Alg Init for Layer # -  246
Alg Init for Layer # -  247
Alg Init for Layer # -  248
Alg Init for Layer # -  249
Alg Init for Layer # -  250
Alg Init for Layer # -  251
Alg Init for Layer # -  252
Alg Init for Layer # -  253
Alg Init for Layer # -  254
Alg Init for Layer # -  255
Alg Init for Layer # -  256
Alg Init for Layer # -  257
Alg Init for Layer # -  258
Alg Init for Layer # -  259
Alg Init for Layer # -  260
Alg Init for Layer # -  261
Alg Init for Layer # -  262
Alg Init for Layer # -  263
Alg Init for Layer # -  264
Alg Init for Layer # -  265
Alg Init for Layer # -  266
Alg Init for Layer # -  267
Alg Init for Layer # -  268
Alg Init for Layer # -  269
Alg Init for Layer # -  270
Alg Init for Layer # -  271
Alg Init for Layer # -  272
Alg Init for Layer # -  273
Alg Init for Layer # -  274
Alg Init for Layer # -  275
Alg Init for Layer # -  276
Alg Init for Layer # -  277
Alg Init for Layer # -  278
Alg Init for Layer # -  279
Alg Init for Layer # -  280
Alg Init for Layer # -  281
Alg Init for Layer # -  282
Alg Init for Layer # -  283
Alg Init for Layer # -  284
Alg Init for Layer # -  285
Alg Init for Layer # -  286
Alg Init for Layer # -  287
Alg Init for Layer # -  288
Alg Init for Layer # -  289
Alg Init for Layer # -  290
Alg Init for Layer # -  291
Alg Init for Layer # -  292
Alg Init for Layer # -  293
Alg Init for Layer # -  294
Alg Init for Layer # -  295
Alg Init for Layer # -  296
Alg Init for Layer # -  297
Alg Init for Layer # -  298
Alg Init for Layer # -  299
Alg Init for Layer # -  300
Alg Init for Layer # -  301
Alg Init for Layer # -  302
Alg Init for Layer # -  303
Alg Init for Layer # -  304
Alg Init for Layer # -  305
Alg Init for Layer # -  306
Alg Init for Layer # -  307
PREEMPTION: Adding a new priority object for targetPriority = 0, handle = 0x7f891382a000
PREEMPTION: Now total number of priority objects = 1 at priorityId = 0,    with new memRec of base = 0x7f89b6dd8000 and size = 128
PREEMPTION: Requesting context memory addr for handle 0x7f891382a000, return Addr = 0x7f880d28f4b8
************ TIDL_subgraphRtCreate done ************ 
 
**********  Frame Index 1 : Running float inference **********
 Graph Domain TO version : 11
**********  Frame Index 2 : Running float inference **********
 Graph Domain TO version : 11
**********  Frame Index 3 : Running float inference **********
 Graph Domain TO version : 11
**********  Frame Index 4 : Running float inference **********
 Graph Domain TO version : 11
**********  Frame Index 5 : Running float inference **********
 Graph Domain TO version : 11
**********  Frame Index 6 : Running float inference **********
 Graph Domain TO version : 11
**********  Frame Index 7 : Running float inference **********
 Graph Domain TO version : 11
**********  Frame Index 8 : Running fixed point mode for calibration **********
In TIDL_runtimesPostProcessNet 
In TIDL_runtimesPostProcessNet 1
In TIDL_runtimesPostProcessNet 2
In TIDL_runtimesPostProcessNet 3
Import Error: Model with all ranges not supplied

params:

{'tidl_tools_path': '***', 'platform': 'J7', 'version': '9.0', 'tensor_bits': 8, 'debug_level': 2, 'max_num_subgraphs': 16, 'deny_list': '', 'deny_list:layer_type': '', 'den
y_list:layer_name': '', 'model_type': '', 'accuracy_level': 0, 'advanced_options:calibration_frames': 8, 'advanced_options:calibration_iterations': 0, 'advanced_options:prequantized_model': 1, 'advanced_options:output_feature_16bit_
names_list': '', 'advanced_options:params_16bit_names_list': '', 'advanced_options:mixed_precision_factor': -1, 'advanced_options:quantization_scale_type': 0, 'advanced_options:high_resolution_optimization': 0, 'advanced_options:pre
_batchnorm_fold': 1, 'ti_internal_nc_flag': 1601, 'advanced_options:activation_clipping': 1, 'advanced_options:weight_clipping': 1, 'advanced_options:bias_calibration': 1, 'advanced_options:add_data_convert_ops': 3, 'advanced_option
s:channel_wise_quantization': 0, 'advanced_options:inference_mode': 0, 'advanced_options:num_cores': 1, 'artifacts_folder': 'model-artifacts/bev_perception_8bit_prequantized'}

0 Asha Bhandarkar over 1 year ago in reply to Halil Ibrahim Öztürk

TI__Genius 10170 points

Hi Halil,

Sorry for the late response on this. Your compilation settings look fine to me. I would like to investigate this on my side further. I will be reaching out to your FAE via regarding getting your QDQ model if this is something that is okay on your end.

Best,

Asha

0 Asha Bhandarkar over 1 year ago in reply to Asha Bhandarkar

TI__Genius 10170 points

Hi Halil,

I reached out to Tamas after my prior message, but are you able to provide the model to him? Or have you already done so (in which case I will communicate with him)? I would like to unblock you on this particular issue.

Best,

Asha

0 Asha Bhandarkar over 1 year ago in reply to Asha Bhandarkar

TI__Genius 10170 points

Hi Halil,

Can you please check if this is resolved with the 09_02_09 version of edgeai-tidl-tools. I am wondering if your model falls into the category that is described by TIDL-4029 as part of the release notes: https://github.com/TexasInstruments/edgeai-tidl-tools/releases/tag/09_02_09_00

Best,

Asha

Processors

Processors forum

TDA4VH-Q1: Calibration ONNX QDQ Prequantized Model