2025-12-04 17:43:04,393 INFO log will be stored in /open_explorer/project/xingzenglan_libra/hb_mapper_makertbin.log 2025-12-04 17:43:04,394 INFO Start hb_mapper.... 2025-12-04 17:43:04,394 INFO hbdk version 3.49.15 2025-12-04 17:43:04,394 INFO horizon_nn version 1.1.0 2025-12-04 17:43:04,394 INFO hb_mapper version 1.24.3 2025-12-04 17:43:04,394 INFO Start Model Convert.... 2025-12-04 17:43:04,404 INFO Using onnx model file: /open_explorer/project/xingzenglan_libra/models/exp70_sr_model_20251203_horizon_2d-aggr.onnx 2025-12-04 17:43:04,457 INFO Model has 2 inputs according to model file 2025-12-04 17:43:04,457 INFO working_dir does not exist. Creating working_dir: /open_explorer/project/xingzenglan_libra/output_int16_aggr2d_lookup_20251204 2025-12-04 17:43:04,458 WARNING The calibration dir name suffix is not the same as the value float32 of the parameter cal_data_type, the parameter setting will prevail 2025-12-04 17:43:04,459 WARNING The calibration dir name suffix is not the same as the value float32 of the parameter cal_data_type, the parameter setting will prevail 2025-12-04 17:43:04,459 INFO custom_op does not exist, skipped 2025-12-04 17:43:04,459 WARNING Input node left's input_source not set, it will be set to ddr by default 2025-12-04 17:43:04,459 WARNING Input node right's input_source not set, it will be set to ddr by default 2025-12-04 17:43:04,468 INFO ******************************************* 2025-12-04 17:43:04,468 INFO First calibration picture name: 0.bin 2025-12-04 17:43:04,468 INFO First calibration picture md5: 1c0486e774c1e395f1a217b4025bd719 /open_explorer/project/xingzenglan_libra/quant_img/left/0.bin 2025-12-04 17:43:04,473 INFO ******************************************* 2025-12-04 17:43:04,474 INFO ******************************************* 2025-12-04 17:43:04,474 INFO First calibration picture name: 0.bin 2025-12-04 17:43:04,474 INFO First calibration picture md5: 3cb3c6655982f11c907653b7407abf14 /open_explorer/project/xingzenglan_libra/quant_img/right/0.bin 2025-12-04 17:43:04,479 INFO ******************************************* 2025-12-04 17:43:04,831 INFO Start to Horizon NN Model Convert. 2025-12-04 17:43:05,008 INFO Loading horizon_nn debug methods:set() 2025-12-04 17:43:05,009 INFO The activation calibration parameters: calibration_type: ['max', 'kl'] max_percentile: [0.99995, 1.0] per_channel: [True, False] asymmetric: [True, False] The modelwise search parameters: similarity: 0.995 metric: cosine-similarity All nodes in the model are set to datatype: int16 The input of node /cost_agg_3d/conv0/conv1/conv1.0/Conv are set to : int8 The output of node /cost_agg_3d/conv0/conv1/conv1.0/Conv are set to : int8 The input of node /cost_agg_3d/conv0/conv2/conv2.0/Conv are set to : int8 The output of node /cost_agg_3d/conv0/conv2/conv2.0/Conv are set to : int8 The input of node /cost_agg_3d/downconv1/conv/Conv are set to : int8 The output of node /cost_agg_3d/downconv1/conv/Conv are set to : int8 The input of node /cost_agg_3d/conv1/conv1/conv1.0/Conv are set to : int8 The output of node /cost_agg_3d/conv1/conv1/conv1.0/Conv are set to : int8 The input of node /cost_agg_3d/conv1/conv2/conv2.0/Conv are set to : int8 The output of node /cost_agg_3d/conv1/conv2/conv2.0/Conv are set to : int8 The input of node /cost_agg_3d/downconv2/conv/Conv are set to : int8 The output of node /cost_agg_3d/downconv2/conv/Conv are set to : int8 The input of node /cost_agg_3d/conv2/conv1/conv1.0/Conv are set to : int8 The output of node /cost_agg_3d/conv2/conv1/conv1.0/Conv are set to : int8 The input of node /cost_agg_3d/conv2/conv2/conv2.0/Conv are set to : int8 The output of node /cost_agg_3d/conv2/conv2/conv2.0/Conv are set to : int8 The input of node /cost_agg_3d/gce_4/Transpose are set to : int8 The output of node /cost_agg_3d/gce_4/Transpose are set to : int8 The input of node /cost_agg_3d/gce_4/Transpose_2 are set to : int8 The output of node /cost_agg_3d/gce_4/Transpose_2 are set to : int8 The input of node /cost_agg_3d/gce_8/Transpose are set to : int8 The output of node /cost_agg_3d/gce_8/Transpose are set to : int8 The input of node /cost_agg_3d/gce_8/Transpose_2 are set to : int8 The output of node /cost_agg_3d/gce_8/Transpose_2 are set to : int8 The input of node /cost_agg_3d/gce_16/Transpose are set to : int8 The output of node /cost_agg_3d/gce_16/Transpose are set to : int8 The input of node /cost_agg_3d/gce_16/Transpose_2 are set to : int8 The output of node /cost_agg_3d/gce_16/Transpose_2 are set to : int8 There are 17 nodes designated to run on the bpu: ['/Softmax', '/volume_lookup/Softmax_1', '/volume_lookup/Softmax', '/cost_agg_3d/conv0/conv1/conv1.0/Conv', '/cost_agg_3d/conv0/conv2/conv2.0/Conv', '/cost_agg_3d/downconv1/conv/Conv', '/cost_agg_3d/conv1/conv1/conv1.0/Conv', '/cost_agg_3d/conv1/conv2/conv2.0/Conv', '/cost_agg_3d/downconv2/conv/Conv', '/cost_agg_3d/conv2/conv1/conv1.0/Conv', '/cost_agg_3d/conv2/conv2/conv2.0/Conv', '/cost_agg_3d/gce_4/Transpose', '/cost_agg_3d/gce_4/Transpose_2', '/cost_agg_3d/gce_8/Transpose', '/cost_agg_3d/gce_8/Transpose_2', '/cost_agg_3d/gce_16/Transpose', '/cost_agg_3d/gce_16/Transpose_2']. 2025-12-04 17:43:05,009 INFO The specified model compilation architecture: bayes-e. 2025-12-04 17:43:05,009 INFO The specified model compilation optimization parameters: []. 2025-12-04 17:43:05,009 INFO Start to prepare the onnx model. 2025-12-04 17:43:05,172 INFO Input ONNX Model Information: ONNX IR version: 6 Opset version: ['ai.onnx v11', 'horizon v1'] Producer: pytorch v2.6.0 Domain: None Version: None Graph input: left: shape=[1, 3, 384, 640], dtype=FLOAT32 right: shape=[1, 3, 384, 640], dtype=FLOAT32 Graph output: disp: shape=['Muldisp_dim_0', 1, 'Muldisp_dim_2', 'Muldisp_dim_3'], dtype=FLOAT32 2025-12-04 17:43:05,837 INFO End to prepare the onnx model. 2025-12-04 17:43:06,014 INFO Saving model to: output_original_float_model.onnx. 2025-12-04 17:43:06,014 INFO Start to optimize the onnx model. 2025-12-04 17:43:14,180 INFO End to optimize the onnx model. 2025-12-04 17:43:14,333 INFO Saving model to: output_optimized_float_model.onnx. 2025-12-04 17:43:14,333 INFO Start to calibrate the model. 2025-12-04 17:43:17,745 WARNING The input0 of Node(name:/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,745 WARNING The input1 of Node(name:/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,745 WARNING The input2 of Node(name:/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,745 WARNING The input3 of Node(name:/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,746 WARNING The input0 of Node(name:/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,746 WARNING The input1 of Node(name:/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,746 WARNING The input2 of Node(name:/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,746 WARNING The input3 of Node(name:/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,746 WARNING The output of Node(name:/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,746 WARNING The output of Node(name:/fnet/deconv8_4/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,747 WARNING The output of Node(name:/fnet/deconv16_8/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,747 WARNING The output of Node(name:/fnet/deconv32_16/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,747 WARNING The input0 of Node(name:/fnet/deconv32_16/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,747 WARNING The input1 of Node(name:/fnet/deconv32_16/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,747 WARNING The input2 of Node(name:/fnet/deconv32_16/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,748 WARNING The input0 of Node(name:/fnet/deconv16_8/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,748 WARNING The input1 of Node(name:/fnet/deconv16_8/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,748 WARNING The input2 of Node(name:/fnet/deconv16_8/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,748 WARNING The input0 of Node(name:/fnet/deconv8_4/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,748 WARNING The input1 of Node(name:/fnet/deconv8_4/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,749 WARNING The input2 of Node(name:/fnet/deconv8_4/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,749 WARNING The output of Node(name:/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,749 WARNING The output of Node(name:/fnet/deconv8_4/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,749 WARNING The output of Node(name:/fnet/deconv16_8/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,749 WARNING The output of Node(name:/fnet/deconv32_16/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,750 WARNING The input0 of Node(name:/fnet/deconv32_16/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,750 WARNING The input1 of Node(name:/fnet/deconv32_16/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,750 WARNING The input2 of Node(name:/fnet/deconv32_16/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,750 WARNING The input0 of Node(name:/fnet/deconv16_8/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,750 WARNING The input1 of Node(name:/fnet/deconv16_8/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,751 WARNING The input2 of Node(name:/fnet/deconv16_8/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,751 WARNING The input0 of Node(name:/fnet/deconv8_4/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,751 WARNING The input1 of Node(name:/fnet/deconv8_4/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,751 WARNING The input2 of Node(name:/fnet/deconv8_4/deconv/conv_1/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,751 WARNING The output of Node(name:/context_net/deconv8_4/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,752 WARNING The output of Node(name:/context_net/deconv16_8/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,752 WARNING The output of Node(name:/context_net/deconv32_16/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,752 WARNING The input0 of Node(name:/context_net/deconv32_16/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,752 WARNING The input1 of Node(name:/context_net/deconv32_16/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,753 WARNING The input2 of Node(name:/context_net/deconv32_16/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,753 WARNING The input0 of Node(name:/context_net/deconv16_8/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,753 WARNING The input1 of Node(name:/context_net/deconv16_8/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,753 WARNING The input2 of Node(name:/context_net/deconv16_8/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,753 WARNING The input0 of Node(name:/context_net/deconv8_4/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,754 WARNING The input1 of Node(name:/context_net/deconv8_4/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,754 WARNING The input2 of Node(name:/context_net/deconv8_4/deconv/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,754 WARNING The output of Node(name:/volume_lookup/spx_2_gru/conv1/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,754 WARNING The output of Node(name:/volume_lookup/spx_2_gru_sr/conv1/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,754 WARNING The output of Node(name:/spa_att/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,755 WARNING The output of Node(name:/spa_att/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,755 WARNING The input0 of Node(name:/spa_att/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,755 WARNING The input0 of Node(name:/spa_att/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,755 WARNING The input1 of Node(name:/spa_att/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,755 WARNING The input2 of Node(name:/spa_att/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,755 WARNING The input3 of Node(name:/spa_att/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,756 WARNING The input1 of Node(name:/spa_att/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,756 WARNING The input2 of Node(name:/spa_att/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,756 WARNING The input3 of Node(name:/spa_att/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,756 WARNING The input0 of Node(name:/cost_agg0/conv5/conv5.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,756 WARNING The input1 of Node(name:/cost_agg0/conv5/conv5.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,756 WARNING The input2 of Node(name:/cost_agg0/conv5/conv5.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,757 WARNING The output of Node(name:/cost_agg0/conv5/conv5.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,757 WARNING The input0 of Node(name:/cost_agg0/conv6/conv6.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,757 WARNING The input1 of Node(name:/cost_agg0/conv6/conv6.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,757 WARNING The input2 of Node(name:/cost_agg0/conv6/conv6.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,757 WARNING The output of Node(name:/cost_agg0/conv6/conv6.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,758 WARNING The output of Node(name:/volume_lookup/update_block_2/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,758 WARNING The output of Node(name:/volume_lookup/update_block_1/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,758 WARNING The output of Node(name:/volume_lookup/update_block/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,758 WARNING The input0 of Node(name:/volume_lookup/cam_4x/avg_pool/GlobalAveragePool, type:GlobalAveragePool) does not support data type: int16 2025-12-04 17:43:17,758 WARNING The input0 of Node(name:/volume_lookup/cam/avg_pool/GlobalAveragePool, type:GlobalAveragePool) does not support data type: int16 2025-12-04 17:43:17,759 WARNING The input0 of Node(name:/volume_lookup/cam/avg_pool_1/GlobalAveragePool, type:GlobalAveragePool) does not support data type: int16 2025-12-04 17:43:17,759 WARNING The input0 of Node(name:/volume_lookup/cam/avg_pool_2/GlobalAveragePool, type:GlobalAveragePool) does not support data type: int16 2025-12-04 17:43:17,759 WARNING The output of Node(name:/volume_lookup/update_block_2/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,759 WARNING The output of Node(name:/volume_lookup/update_block_1/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,759 WARNING The output of Node(name:/volume_lookup/update_block/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,760 WARNING The input0 of Node(name:/volume_lookup/update_block/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,760 WARNING The input1 of Node(name:/volume_lookup/update_block/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,760 WARNING The input2 of Node(name:/volume_lookup/update_block/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,760 WARNING The input3 of Node(name:/volume_lookup/update_block/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,760 WARNING The input0 of Node(name:/volume_lookup/update_block/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,761 WARNING The input1 of Node(name:/volume_lookup/update_block/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,761 WARNING The input2 of Node(name:/volume_lookup/update_block/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,761 WARNING The input3 of Node(name:/volume_lookup/update_block/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,761 WARNING The input0 of Node(name:/volume_lookup/update_block_1/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,761 WARNING The input1 of Node(name:/volume_lookup/update_block_1/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,762 WARNING The input2 of Node(name:/volume_lookup/update_block_1/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,762 WARNING The input3 of Node(name:/volume_lookup/update_block_1/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,777 WARNING The input0 of Node(name:/volume_lookup/update_block_1/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,777 WARNING The input1 of Node(name:/volume_lookup/update_block_1/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,778 WARNING The input2 of Node(name:/volume_lookup/update_block_1/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,778 WARNING The input3 of Node(name:/volume_lookup/update_block_1/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,778 WARNING The input0 of Node(name:/volume_lookup/update_block_2/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,779 WARNING The input1 of Node(name:/volume_lookup/update_block_2/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,779 WARNING The input2 of Node(name:/volume_lookup/update_block_2/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,779 WARNING The input3 of Node(name:/volume_lookup/update_block_2/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,779 WARNING The input0 of Node(name:/volume_lookup/update_block_2/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,780 WARNING The input1 of Node(name:/volume_lookup/update_block_2/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,780 WARNING The input2 of Node(name:/volume_lookup/update_block_2/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,780 WARNING The input3 of Node(name:/volume_lookup/update_block_2/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,780 WARNING The input0 of Node(name:/volume_lookup/refinement_2x/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,781 WARNING The input0 of Node(name:/volume_lookup/spx_2_gru/conv1/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,781 WARNING The input1 of Node(name:/volume_lookup/spx_2_gru/conv1/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,781 WARNING The input0 of Node(name:/volume_lookup/spx_gru/spx_gru.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,782 WARNING The input1 of Node(name:/volume_lookup/spx_gru/spx_gru.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,782 WARNING The input2 of Node(name:/volume_lookup/spx_gru/spx_gru.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,782 WARNING The output of Node(name:/volume_lookup/spx_gru/spx_gru.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,782 WARNING The input0 of Node(name:/volume_lookup/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,783 WARNING The input1 of Node(name:/volume_lookup/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,783 WARNING The input2 of Node(name:/volume_lookup/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,783 WARNING The input3 of Node(name:/volume_lookup/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,783 WARNING The output of Node(name:/volume_lookup/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,784 WARNING The input1 of Node(name:/volume_lookup/refinement_2x/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,784 WARNING The input2 of Node(name:/volume_lookup/refinement_2x/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,793 WARNING The input3 of Node(name:/volume_lookup/refinement_2x/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,793 WARNING The output of Node(name:/volume_lookup/refinement_2x/Resize, type:Resize) does not support data type: int16 2025-12-04 17:43:17,793 WARNING The input0 of Node(name:/volume_lookup/spx_2_gru_sr/conv1/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,794 WARNING The input1 of Node(name:/volume_lookup/spx_2_gru_sr/conv1/conv/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,794 WARNING The input0 of Node(name:/volume_lookup/spx_gru_sr/spx_gru_sr.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,794 WARNING The input1 of Node(name:/volume_lookup/spx_gru_sr/spx_gru_sr.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,795 WARNING The input2 of Node(name:/volume_lookup/spx_gru_sr/spx_gru_sr.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,795 WARNING The output of Node(name:/volume_lookup/spx_gru_sr/spx_gru_sr.0/ConvTranspose, type:ConvTranspose) does not support data type: int16 2025-12-04 17:43:17,795 WARNING The input0 of Node(name:/volume_lookup/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,795 WARNING The input1 of Node(name:/volume_lookup/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,796 WARNING The input2 of Node(name:/volume_lookup/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,796 WARNING The input3 of Node(name:/volume_lookup/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,796 WARNING The output of Node(name:/volume_lookup/Resize_1, type:Resize) does not support data type: int16 2025-12-04 17:43:17,796 WARNING The output of Node(name:/Resize) is int8, then requantized to int16 2025-12-04 17:43:17,797 WARNING The input0 of Node(name:/spa_att/conv2/conv/Conv) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,797 WARNING The input0 of Node(name:/cost_agg0/att4/im_att/im_att.0/conv/Conv) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,797 WARNING The output of Node(name:/fnet/deconv32_16/concat/Relu) is int16, then requantized to int8 2025-12-04 17:43:17,797 WARNING The input0 of Node(name:/spa_att/conv1/conv/Conv) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,798 WARNING The input0 of Node(name:/cost_agg0/att2/im_att/im_att.0/conv/Conv) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,798 WARNING The output of Node(name:/fnet/deconv16_8/concat/Relu) is int16, then requantized to int8 2025-12-04 17:43:17,798 WARNING The output of Node(name:/Resize_1) is int8, then requantized to int16 2025-12-04 17:43:17,798 WARNING The output of Node(name:/fnet/deconv32_16/concat_1/Relu) is int16, then requantized to int8 2025-12-04 17:43:17,799 WARNING The output of Node(name:/fnet/deconv16_8/concat_1/Relu) is int16, then requantized to int8 2025-12-04 17:43:17,799 WARNING The input0 of Node(name:/context_net/deconv32_16/deconv/conv/ConvTranspose) is excepted to calculate in int8, but actually calculate in int16 2025-12-04 17:43:17,799 WARNING The input0 of Node(name:/context_net/deconv16_8/deconv/conv/ConvTranspose) is excepted to calculate in int8, but actually calculate in int16 2025-12-04 17:43:17,800 WARNING The input0 of Node(name:/context_net/deconv8_4/deconv/conv/ConvTranspose) is excepted to calculate in int8, but actually calculate in int16 2025-12-04 17:43:17,800 WARNING The output of Node(name:/cost_agg0/conv5/conv5.0/ConvTranspose) is int8, then requantized to int16 2025-12-04 17:43:17,800 WARNING The output of Node(name:/cost_agg0/Relu) is int16, then requantized to int8 2025-12-04 17:43:17,800 WARNING The output of Node(name:/cost_agg0/conv6/conv6.0/ConvTranspose) is int8, then requantized to int16 2025-12-04 17:43:17,801 WARNING The input0 of Node(name:/volume_lookup/Mul) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,801 WARNING The input0 of Node(name:/volume_lookup/cam_4x/max_pool/MaxPool) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,801 WARNING The output of Node(name:/volume_lookup/Relu) is int16, then requantized to int8 2025-12-04 17:43:17,801 WARNING The input0 of Node(name:/volume_lookup/Mul_1) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,802 WARNING The input0 of Node(name:/volume_lookup/cam/max_pool/MaxPool) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,817 WARNING The output of Node(name:/volume_lookup/Relu_1) is int16, then requantized to int8 2025-12-04 17:43:17,818 WARNING The input0 of Node(name:/volume_lookup/Mul_2) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,818 WARNING The input0 of Node(name:/volume_lookup/cam/max_pool_1/MaxPool) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,818 WARNING The output of Node(name:/volume_lookup/Relu_2) is int16, then requantized to int8 2025-12-04 17:43:17,819 WARNING The input0 of Node(name:/volume_lookup/Mul_3) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,819 WARNING The input0 of Node(name:/volume_lookup/cam/max_pool_2/MaxPool) is excepted to calculate in int16, but actually calculate in int8 2025-12-04 17:43:17,819 WARNING The output of Node(name:/volume_lookup/Relu_3) is int16, then requantized to int8 2025-12-04 17:43:17,819 WARNING The input0 of Node(name:/volume_lookup/update_block/Resize) is excepted to calculate in int8, but actually calculate in int16 2025-12-04 17:43:17,820 WARNING The input0 of Node(name:/volume_lookup/update_block/Resize_1) is excepted to calculate in int8, but actually calculate in int16 2025-12-04 17:43:17,820 WARNING The input0 of Node(name:/volume_lookup/update_block_1/Resize) is excepted to calculate in int8, but actually calculate in int16 2025-12-04 17:43:17,820 WARNING The input0 of Node(name:/volume_lookup/update_block_1/Resize_1) is excepted to calculate in int8, but actually calculate in int16 2025-12-04 17:43:17,827 WARNING The input0 of Node(name:/volume_lookup/refinement_2x/Resize) is excepted to calculate in int8, but actually calculate in int16 2025-12-04 17:43:17,828 WARNING The output of Node(name:/volume_lookup/spx_2_gru/conv2/Relu) is int16, then requantized to int8 2025-12-04 17:43:17,828 WARNING The output of Node(name:/volume_lookup/spx_gru/spx_gru.0/ConvTranspose) is int8, then requantized to int16 2025-12-04 17:43:17,828 WARNING The output of Node(name:/volume_lookup/Resize) is int8, then requantized to int16 2025-12-04 17:43:17,828 WARNING The output of Node(name:/volume_lookup/refinement_2x/Resize) is int8, then requantized to int16 2025-12-04 17:43:17,829 WARNING The output of Node(name:/volume_lookup/spx_2_gru_sr/conv2/Relu) is int16, then requantized to int8 2025-12-04 17:43:17,829 WARNING The output of Node(name:/volume_lookup/spx_gru_sr/spx_gru_sr.0/ConvTranspose) is int8, then requantized to int16 2025-12-04 17:43:17,829 WARNING The output of Node(name:/volume_lookup/Resize_1) is int8, then requantized to int16 2025-12-04 17:43:18,214 INFO There are 100 samples in the data set. 2025-12-04 17:43:18,214 INFO Run calibration model with modelwise search method. 2025-12-04 17:43:22,084 INFO Calibration using batch 8 calibration in progress: 0%| | 0/13 [00:00&, onnxruntime::UpsampleMode) const scales.size() == 2 || (scales.size() == 4 && scales[0] == 1 && scales[1] == 1) was false. 'Linear' mode and 'Cubic' mode only support 2-D inputs ('Bilinear', 'Bicubic') or 4-D inputs with the corresponding outermost 2 scale values being 1 in the Resize operator calibration in progress: 0%| | 0/13 [00:03&, onnxruntime::UpsampleMode) const scales.size() == 2 || (scales.size() == 4 && scales[0] == 1 && scales[1] == 1) was false. 'Linear' mode and 'Cubic' mode only support 2-D inputs ('Bilinear', 'Bicubic') or 4-D inputs with the corresponding outermost 2 scale values being 1 in the Resize operator calibration in progress: 0%| | 0/13 [00:00&, onnxruntime::UpsampleMode) const scales.size() == 2 || (scales.size() == 4 && scales[0] == 1 && scales[1] == 1) was false. 'Linear' mode and 'Cubic' mode only support 2-D inputs ('Bilinear', 'Bicubic') or 4-D inputs with the corresponding outermost 2 scale values being 1 in the Resize operator calibration in progress: 0%| | 0/13 [00:03