(onnx1.13) root@eac0c4dc2895:/docker_mount/yolov5# python ../yolov5_onnx2nef.py 
use toolchain binaries

use toolchain binaries

Checking 0/1...
/workspace/.tmp/models/input/input/output/compiler_720/ioinfo.json has been added to the bie (/workspace/.tmp/models/input/input/output/knerex_720/input.kdp720.scaled.bie).
 Success for model "input/input" when running "general/Success"


===========================================
=            report on flow status        =
===========================================

                 kdp720                                                                                                                              ... general                                                                              
                    FPS compiler frontend compiler_cfg compiler compiler hw info                                           cpu_node wt_overhead (%)  ... Success clean_opt nef_model_id gen_fx_report model oversize post_clean onnx size (MB)
category case                                                                                                                                        ...                                                                                      
input    input  11.7162                 ✓            ✓        ✓                ✓  Add: Add_206, Add_225, Add_244//Concat: Concat...              85  ...       ✓         ✓        32768             ✓              ✓          ✓             28

[1 rows x 16 columns]




Npu performance evaluation result:
docker_version: kneron/toolchain:v0.25.1
comments: 
kdp720/input bitwidth: int8
kdp720/output bitwidth: int8
kdp720/cpu bitwidth: int8
kdp720/datapath bitwidth: int8
kdp720/weight bitwidth: int8
kdp720/ip_eval/fps: 11.7162
kdp720/ip_eval/ITC(ms): 85.3516 ms
kdp720/ip_eval/C(GOPs): 8.36546e+09
kdp720/ip_eval/RV(mb): 117.902
kdp720/ip_eval/WV(mb): 93.6856
kdp720/ip_eval/cpu_node: Add: Add_206, Add_225, Add_244//Concat: Concat_215, Concat_234, Concat_253//KneronScale: Mul_204, Mul_208, Mul_210, Mul_223, Mul_227, Mul_229, Mul_242, Mul_246, Mul_248//KneronSquare: Pow_212, Pow_231, Pow_250//Mul: Mul_214, Mul_233, Mul_252//Reshape: Reshape_199, Reshape_216_TxpOpt_reshape, Reshape_218, Reshape_235_TxpOpt_reshape, Reshape_237, Reshape_254_TxpOpt_reshape//Sigmoid: Sigmoid_201, Sigmoid_220, Sigmoid_239//Slice: onnx::Concat_343, onnx::Concat_381, onnx::Concat_419, onnx::Mul_341, onnx::Mul_342, onnx::Mul_379, onnx::Mul_380, onnx::Mul_417, onnx::Mul_418//Transpose: Transpose_200, Transpose_219, Transpose_238
gen fx model report: model_fx_report.html
gen fx model json: model_fx_report.json

, node, node origin, type, node backend, CFUNC_runtime(ms), CMD_node_idx, MAC_cycle, MAC_runtime(ms), PFUNC_runtime(ms), RDMA_amount(Byte), RDMA_runtime(ms), SYNC_runtime(ms), WDMA_amount(Byte), WDMA_runtime(ms), Weight_amount(Byte), runtime(ms), in_fmt, out_fmt, 
74, Conv_0, Conv_0, NPU, Conv_0, 2.0, 0, 2001080.0, 2.858685, 0.0, 1740800.0, 0.0, 3.0, 3276800.0, 0.0, 36864.0, 3.517090, 4W4C8B, 1W16C8B, 
76, Conv_0_split_KNOPT_dummy_bn_1, Mul_2, NPU, Conv_0_split_KNOPT_dummy_bn_1, 0.0, 9, 27360.0, 0.039086, 0.0, 3276800.0, 0.0, 1.0, 3276800.0, 0.0, 10240.0, 0.898548, 1W16C8B, 1W16C8B_INTLV, 
75, Conv_0_split_KNOPT_dummy_bn_0, Sigmoid_1, NPU, Conv_0_split_KNOPT_dummy_bn_0, 0.0, 19, 34200.0, 0.048857, 0.0, 337920.0, 0.0, 3.0, 0.0, 0.0, 10240.0, 0.093163, 1W16C8B, 1W16C8B, 
402, Sigmoid_1, Sigmoid_1, NPU, Sigmoid_1, 0.0, 20, 513400.0, 0.733429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5120.0, 0.733429, 1W16C8B, 1W16C8B, 
463, Sigmoid_1_KNOPT_dummy_bn_0, Mul_2, NPU, Sigmoid_1_KNOPT_dummy_bn_0, 0.0, 21, 34200.0, 0.048857, 0.0, 3461120.0, 0.0, 0.0, 0.0, 0.0, 10240.0, 0.502419, 1W16C8B, 1W16C8B_INTLV, 
318, Mul_2, Mul_2, NPU, Mul_2, 0.0, 22, 65900.0, 0.094143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5120.0, 0.094143, 1W16C8B_INTLV, 1W16C8B, 
339, Mul_2_KNOPT_dummy_bn_0, Conv_3, NPU, Mul_2_KNOPT_dummy_bn_0, 0.0, 23, 34200.0, 0.048857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10240.0, 0.048857, 1W16C8B, 1W16C8B, 
179, Conv_3, Conv_3, NPU, Conv_3, 3.0, 24, 2246400.0, 3.209143, 0.0, 3123200.0, 0.0, 0.0, 1638400.0, 0.0, 204800.0, 3.832778, 1W16C8B, 1W16C8B, 
190, Conv_3_split_KNOPT_dummy_bn_1, Mul_5, NPU, Conv_3_split_KNOPT_dummy_bn_1, 0.0, 79, 14080.0, 0.020114, 0.0, 1638400.0, 0.0, 0.0, 1638400.0, 0.0, 10240.0, 0.449845, 1W16C8B, 1W16C8B_INTLV, 
189, Conv_3_split_KNOPT_dummy_bn_0, Sigmoid_4, NPU, Conv_3_split_KNOPT_dummy_bn_0, 0.0, 84, 14080.0, 0.020114, 0.0, 1638400.0, 0.0, 0.0, 0.0, 0.0, 10240.0, 0.235080, 1W16C8B, 1W16C8B, 
479, Sigmoid_4, Sigmoid_4, NPU, Sigmoid_4, 0.0, 85, 205920.0, 0.294171, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5120.0, 0.294171, 1W16C8B, 1W16C8B, 
486, Sigmoid_4_KNOPT_dummy_bn_0, Mul_5, NPU, Sigmoid_4_KNOPT_dummy_bn_0, 0.0, 86, 14080.0, 0.020114, 0.0, 1638400.0, 0.0, 0.0, 0.0, 0.0, 10240.0, 0.235080, 1W16C8B, 1W16C8B_INTLV, 
351, Mul_5, Mul_5, NPU, Mul_5, 0.0, 87, 26640.0, 0.038057, 0.0, 0.0, 0.0, 0.0, 1638400.0, 0.0, 5120.0, 0.252823, 1W16C8B_INTLV, 1W16C8B, 
360, Mul_5_split_KNOPT_dummy_bn_0, Conv_6, NPU, Mul_5_split_KNOPT_dummy_bn_0, 0.0, 104, 14080.0, 0.020114, 0.0, 1638400.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.234777, 1W16C8B, 1W16C8B, 
209, Conv_6, Conv_6, NPU, Conv_6, 0.0, 105, 64480.0, 0.092114, 0.0, 0.0, 0.0, 0.0, 819200.0, 0.0, 16384.0, 0.199551, 1W16C8B, 1W16C8B, 
217, Conv_6_split_KNOPT_dummy_bn_1, Mul_8, NPU, Conv_6_split_KNOPT_dummy_bn_1, 0.0, 112, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 3072.0, 0.225368, 1W16C8B, 1W16C8B_INTLV, 
216, Conv_6_split_KNOPT_dummy_bn_0, Sigmoid_7, NPU, Conv_6_split_KNOPT_dummy_bn_0, 0.0, 115, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.118024, 1W16C8B, 1W16C8B, 
499, Sigmoid_7, Sigmoid_7, NPU, Sigmoid_7, 0.0, 116, 108108.0, 0.154440, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1536.0, 0.154440, 1W16C8B, 1W16C8B, 
506, Sigmoid_7_KNOPT_dummy_bn_0, Mul_8, NPU, Sigmoid_7_KNOPT_dummy_bn_0, 0.0, 117, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.118024, 1W16C8B, 1W16C8B_INTLV, 
371, Mul_8, Mul_8, NPU, Mul_8, 0.0, 118, 13986.0, 0.019980, 0.0, 0.0, 0.0, 0.0, 819200.0, 0.0, 1536.0, 0.127324, 1W16C8B_INTLV, 1W16C8B, 
381, Mul_8_split_KNOPT_dummy_bn_0, Conv_9, NPU, Mul_8_split_KNOPT_dummy_bn_0, 0.0, 127, 7040.0, 0.010057, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.117388, 1W16C8B, 1W16C8B, 
236, Conv_9, Conv_9, NPU, Conv_9, 0.0, 128, 32160.0, 0.045943, 0.0, 0.0, 0.0, 0.0, 819200.0, 0.0, 4096.0, 0.153194, 1W16C8B, 1W16C8B, 
247, Conv_9_split_KNOPT_dummy_bn_1, Mul_11, NPU, Conv_9_split_KNOPT_dummy_bn_1, 0.0, 131, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 3072.0, 0.225368, 1W16C8B, 1W16C8B_INTLV, 
246, Conv_9_split_KNOPT_dummy_bn_0, Sigmoid_10, NPU, Conv_9_split_KNOPT_dummy_bn_0, 0.0, 134, 7392.0, 0.010560, 0.0, 281600.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.047475, 1W16C8B, 1W16C8B, 
403, Sigmoid_10, Sigmoid_10, NPU, Sigmoid_10, 0.0, 135, 108108.0, 0.154440, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1536.0, 0.154440, 1W16C8B, 1W16C8B, 
408, Sigmoid_10_KNOPT_dummy_bn_0, Mul_11, NPU, Sigmoid_10_KNOPT_dummy_bn_0, 0.0, 136, 7392.0, 0.010560, 0.0, 839680.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.120650, 1W16C8B, 1W16C8B_INTLV, 
263, Mul_11, Mul_11, NPU, Mul_11, 0.0, 137, 13986.0, 0.019980, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1536.0, 0.019980, 1W16C8B_INTLV, 1W16C8B, 
269, Mul_11_KNOPT_dummy_bn_0, Conv_12, NPU, Mul_11_KNOPT_dummy_bn_0, 0.0, 138, 7392.0, 0.010560, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.010560, 1W16C8B, 1W16C8B, 
89, Conv_12, Conv_12, NPU, Conv_12, 0.0, 139, 272640.0, 0.389486, 0.0, 558080.0, 0.0, 0.0, 819200.0, 0.0, 30720.0, 0.570004, 1W16C8B, 1W16C8B, 
103, Conv_12_split_KNOPT_dummy_bn_1, Mul_14, NPU, Conv_12_split_KNOPT_dummy_bn_1, 0.0, 152, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 3072.0, 0.225368, 1W16C8B, 1W16C8B_INTLV, 
102, Conv_12_split_KNOPT_dummy_bn_0, Sigmoid_13, NPU, Conv_12_split_KNOPT_dummy_bn_0, 0.0, 155, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.118024, 1W16C8B, 1W16C8B, 
419, Sigmoid_13, Sigmoid_13, NPU, Sigmoid_13, 0.0, 156, 108108.0, 0.154440, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1536.0, 0.154440, 1W16C8B, 1W16C8B, 
426, Sigmoid_13_KNOPT_dummy_bn_0, Mul_14, NPU, Sigmoid_13_KNOPT_dummy_bn_0, 0.0, 157, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.118024, 1W16C8B, 1W16C8B_INTLV, 
282, Mul_14, Mul_14, NPU, Mul_14, 0.0, 158, 13986.0, 0.019980, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1536.0, 0.019980, 1W16C8B_INTLV, 1W16C8B, 
1, Add_15_KNOPT_dummy_bn_0, Add_15, NPU, Add_15_KNOPT_dummy_bn_0, 0.0, 159, 7392.0, 0.010560, 0.0, 0.0, 0.0, 0.0, 819200.0, 0.0, 3072.0, 0.117904, 1W16C8B, 1W16C8B_INTLV, 
382, Mul_8_split_KNOPT_dummy_bn_1, Add_15, NPU, Mul_8_split_KNOPT_dummy_bn_1, 0.0, 170, 7392.0, 0.010560, 0.0, 1095680.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.154283, 1W16C8B, 1W16C8B_INTLV, 
0, Add_15, Add_15, NPU, Add_15, 0.0, 171, 14994.0, 0.021420, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1536.0, 0.021420, 1W16C8B_INTLV, 1W16C8B, 
2, Add_15_KNOPT_dummy_bn_1, Concat_19, NPU, Add_15_KNOPT_dummy_bn_1, 0.0, 172, 7392.0, 0.010560, 0.0, 952320.0, 0.0, 0.0, 819200.0, 0.0, 3072.0, 0.242775, 1W16C8B, 1W16C8B, 
361, Mul_5_split_KNOPT_dummy_bn_1, Conv_16, NPU, Mul_5_split_KNOPT_dummy_bn_1, 0.0, 179, 14080.0, 0.020114, 0.0, 1228800.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.181111, 1W16C8B, 1W16C8B, 
128, Conv_16, Conv_16, NPU, Conv_16, 0.0, 180, 64480.0, 0.092114, 0.0, 0.0, 0.0, 0.0, 819200.0, 0.0, 16384.0, 0.199551, 1W16C8B, 1W16C8B, 
139, Conv_16_split_KNOPT_dummy_bn_1, Mul_18, NPU, Conv_16_split_KNOPT_dummy_bn_1, 0.0, 187, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 3072.0, 0.225368, 1W16C8B, 1W16C8B_INTLV, 
138, Conv_16_split_KNOPT_dummy_bn_0, Sigmoid_17, NPU, Conv_16_split_KNOPT_dummy_bn_0, 0.0, 190, 7392.0, 0.010560, 0.0, 276480.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.046819, 1W16C8B, 1W16C8B, 
445, Sigmoid_17, Sigmoid_17, NPU, Sigmoid_17, 0.0, 191, 108108.0, 0.154440, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1536.0, 0.154440, 1W16C8B, 1W16C8B, 
452, Sigmoid_17_KNOPT_dummy_bn_0, Mul_18, NPU, Sigmoid_17_KNOPT_dummy_bn_0, 0.0, 192, 7392.0, 0.010560, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 3072.0, 0.118024, 1W16C8B, 1W16C8B_INTLV, 
305, Mul_18, Mul_18, NPU, Mul_18, 0.0, 193, 13986.0, 0.019980, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1536.0, 0.019980, 1W16C8B_INTLV, 1W16C8B, 
312, Mul_18_KNOPT_dummy_bn_0, Concat_19, NPU, Mul_18_KNOPT_dummy_bn_0, 0.0, 194, 7392.0, 0.010560, 0.0, 542720.0, 0.0, 0.0, 819200.0, 0.0, 3072.0, 0.189109, 1W16C8B, 1W16C8B, 
165, Conv_20, Conv_20, NPU, Conv_20, 0.0, 206, 126720.0, 0.181029, 0.0, 1638400.0, 0.0, 0.0, 1638400.0, 0.0, 32768.0, 0.610194, 1W16C8B, 1W16C8B, 
167, Conv_20_split_KNOPT_dummy_bn_1, Mul_22, NPU, Conv_20_split_KNOPT_dummy_bn_1, 0.0, 210, 14080.0, 0.020114, 0.0, 1638400.0, 0.0, 0.0, 1638400.0, 0.0, 10240.0, 0.449845, 1W16C8B, 1W16C8B_INTLV, 
166, Conv_20_split_KNOPT_dummy_bn_0, Sigmoid_21, NPU, Conv_20_split_KNOPT_dummy_bn_0, 0.0, 215, 17600.0, 0.025143, 0.0, 337920.0, 0.0, 2.0, 0.0, 0.0, 10240.0, 0.069449, 1W16C8B, 1W16C8B, 
465, Sigmoid_21, Sigmoid_21, NPU, Sigmoid_21, 0.0, 216, 257400.0, 0.367714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5120.0, 0.367714, 1W16C8B, 1W16C8B, 
466, Sigmoid_21_KNOPT_dummy_bn_0, Mul_22, NPU, Sigmoid_21_KNOPT_dummy_bn_0, 0.0, 217, 17600.0, 0.025143, 0.0, 1720320.0, 0.0, 0.0, 0.0, 0.0, 10240.0, 0.250611, 1W16C8B, 1W16C8B_INTLV, 
323, Mul_22, Mul_22, NPU, Mul_22, 0.0, 218, 33300.0, 0.047571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5120.0, 0.047571, 1W16C8B_INTLV, 1W16C8B, 
327, Mul_22_KNOPT_dummy_bn_0, Conv_23, NPU, Mul_22_KNOPT_dummy_bn_0, 0.0, 219, 17600.0, 0.025143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 10240.0, 0.025143, 1W16C8B, 1W16C8B, 
169, Conv_23, Conv_23, NPU, Conv_23, 3.0, 220, 2278400.0, 3.254857, 0.0, 1382400.0, 0.0, 0.0, 819200.0, 0.0, 409600.0, 3.543209, 1W16C8B, 1W16C8B, 
172, Conv_23_split_KNOPT_dummy_bn_1, Mul_25, NPU, Conv_23_split_KNOPT_dummy_bn_1, 0.0, 245, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 12288.0, 0.227563, 1W16C8B, 1W16C8B_INTLV, 
171, Conv_23_split_KNOPT_dummy_bn_0, Sigmoid_24, NPU, Conv_23_split_KNOPT_dummy_bn_0, 0.0, 248, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 12288.0, 0.120218, 1W16C8B, 1W16C8B, 
469, Sigmoid_24, Sigmoid_24, NPU, Sigmoid_24, 0.0, 249, 124224.0, 0.177463, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6144.0, 0.177463, 1W16C8B, 1W16C8B, 
470, Sigmoid_24_KNOPT_dummy_bn_0, Mul_25, NPU, Sigmoid_24_KNOPT_dummy_bn_0, 0.0, 250, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 12288.0, 0.120218, 1W16C8B, 1W16C8B_INTLV, 
332, Mul_25, Mul_25, NPU, Mul_25, 0.0, 251, 16320.0, 0.023314, 0.0, 0.0, 0.0, 0.0, 819200.0, 0.0, 6144.0, 0.130658, 1W16C8B_INTLV, 1W16C8B, 
334, Mul_25_split_KNOPT_dummy_bn_0, Conv_26, NPU, Mul_25_split_KNOPT_dummy_bn_0, 0.0, 260, 7440.0, 0.010629, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.117960, 1W16C8B, 1W16C8B, 
173, Conv_26, Conv_26, NPU, Conv_26, 0.0, 261, 66800.0, 0.095429, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 32768.0, 0.149147, 1W16C8B, 1W16C8B, 
175, Conv_26_split_KNOPT_dummy_bn_1, Mul_28, NPU, Conv_26_split_KNOPT_dummy_bn_1, 0.0, 264, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.112831, 1W16C8B, 1W16C8B_INTLV, 
174, Conv_26_split_KNOPT_dummy_bn_0, Sigmoid_27, NPU, Conv_26_split_KNOPT_dummy_bn_0, 0.0, 266, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
471, Sigmoid_27, Sigmoid_27, NPU, Sigmoid_27, 0.0, 267, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
472, Sigmoid_27_KNOPT_dummy_bn_0, Mul_28, NPU, Sigmoid_27_KNOPT_dummy_bn_0, 0.0, 268, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
336, Mul_28, Mul_28, NPU, Mul_28, 0.0, 269, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.063433, 1W16C8B_INTLV, 1W16C8B, 
337, Mul_28_split_KNOPT_dummy_bn_0, Conv_29, NPU, Mul_28_split_KNOPT_dummy_bn_0, 0.0, 272, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
176, Conv_29, Conv_29, NPU, Conv_29, 0.0, 273, 38240.0, 0.054629, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.054629, 1W16C8B, 1W16C8B, 
178, Conv_29_split_KNOPT_dummy_bn_1, Mul_31, NPU, Conv_29_split_KNOPT_dummy_bn_1, 0.0, 274, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.059033, 1W16C8B, 1W16C8B_INTLV, 
177, Conv_29_split_KNOPT_dummy_bn_0, Sigmoid_30, NPU, Conv_29_split_KNOPT_dummy_bn_0, 0.0, 276, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B, 1W16C8B, 
473, Sigmoid_30, Sigmoid_30, NPU, Sigmoid_30, 0.0, 277, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
474, Sigmoid_30_KNOPT_dummy_bn_0, Mul_31, NPU, Sigmoid_30_KNOPT_dummy_bn_0, 0.0, 278, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
340, Mul_31, Mul_31, NPU, Mul_31, 0.0, 279, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.063433, 1W16C8B_INTLV, 1W16C8B, 
341, Mul_31_KNOPT_dummy_bn_0, Conv_32, NPU, Mul_31_KNOPT_dummy_bn_0, 0.0, 282, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
180, Conv_32, Conv_32, NPU, Conv_32, 0.0, 283, 280320.0, 0.400457, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 40960.0, 0.400457, 1W16C8B, 1W16C8B, 
182, Conv_32_split_KNOPT_dummy_bn_1, Mul_34, NPU, Conv_32_split_KNOPT_dummy_bn_1, 0.0, 284, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.059033, 1W16C8B, 1W16C8B_INTLV, 
181, Conv_32_split_KNOPT_dummy_bn_0, Sigmoid_33, NPU, Conv_32_split_KNOPT_dummy_bn_0, 0.0, 286, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B, 1W16C8B, 
475, Sigmoid_33, Sigmoid_33, NPU, Sigmoid_33, 0.0, 287, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
476, Sigmoid_33_KNOPT_dummy_bn_0, Mul_34, NPU, Sigmoid_33_KNOPT_dummy_bn_0, 0.0, 288, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
342, Mul_34, Mul_34, NPU, Mul_34, 0.0, 289, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.009714, 1W16C8B_INTLV, 1W16C8B, 
7, Add_35_KNOPT_dummy_bn_0, Add_35, NPU, Add_35_KNOPT_dummy_bn_0, 0.0, 290, 3720.0, 0.005314, 0.0, 204800.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.085932, 1W16C8B, 1W16C8B_INTLV, 
338, Mul_28_split_KNOPT_dummy_bn_1, Add_35, NPU, Mul_28_split_KNOPT_dummy_bn_1, 0.0, 294, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
6, Add_35, Add_35, NPU, Add_35, 0.0, 295, 7240.0, 0.010343, 0.0, 204800.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.090961, 1W16C8B_INTLV, 1W16C8B, 
8, Add_35_split_KNOPT_dummy_bn_0, Conv_36, NPU, Add_35_split_KNOPT_dummy_bn_0, 0.0, 298, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
183, Conv_36, Conv_36, NPU, Conv_36, 0.0, 299, 38240.0, 0.054629, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.054629, 1W16C8B, 1W16C8B, 
185, Conv_36_split_KNOPT_dummy_bn_1, Mul_38, NPU, Conv_36_split_KNOPT_dummy_bn_1, 0.0, 300, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.059033, 1W16C8B, 1W16C8B_INTLV, 
184, Conv_36_split_KNOPT_dummy_bn_0, Sigmoid_37, NPU, Conv_36_split_KNOPT_dummy_bn_0, 0.0, 302, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B, 1W16C8B, 
477, Sigmoid_37, Sigmoid_37, NPU, Sigmoid_37, 0.0, 303, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
478, Sigmoid_37_KNOPT_dummy_bn_0, Mul_38, NPU, Sigmoid_37_KNOPT_dummy_bn_0, 0.0, 304, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
343, Mul_38, Mul_38, NPU, Mul_38, 0.0, 305, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.063433, 1W16C8B_INTLV, 1W16C8B, 
344, Mul_38_KNOPT_dummy_bn_0, Conv_39, NPU, Mul_38_KNOPT_dummy_bn_0, 0.0, 308, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
186, Conv_39, Conv_39, NPU, Conv_39, 0.0, 309, 280320.0, 0.400457, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 40960.0, 0.400457, 1W16C8B, 1W16C8B, 
188, Conv_39_split_KNOPT_dummy_bn_1, Mul_41, NPU, Conv_39_split_KNOPT_dummy_bn_1, 0.0, 310, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.059033, 1W16C8B, 1W16C8B_INTLV, 
187, Conv_39_split_KNOPT_dummy_bn_0, Sigmoid_40, NPU, Conv_39_split_KNOPT_dummy_bn_0, 0.0, 312, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B, 1W16C8B, 
480, Sigmoid_40, Sigmoid_40, NPU, Sigmoid_40, 0.0, 313, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
481, Sigmoid_40_KNOPT_dummy_bn_0, Mul_41, NPU, Sigmoid_40_KNOPT_dummy_bn_0, 0.0, 314, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
345, Mul_41, Mul_41, NPU, Mul_41, 0.0, 315, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.009714, 1W16C8B_INTLV, 1W16C8B, 
11, Add_42_KNOPT_dummy_bn_0, Add_42, NPU, Add_42_KNOPT_dummy_bn_0, 0.0, 316, 3720.0, 0.005314, 0.0, 204800.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.085932, 1W16C8B, 1W16C8B_INTLV, 
9, Add_35_split_KNOPT_dummy_bn_1, Add_42, NPU, Add_35_split_KNOPT_dummy_bn_1, 0.0, 320, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
10, Add_42, Add_42, NPU, Add_42, 0.0, 321, 7240.0, 0.010343, 0.0, 204800.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.090961, 1W16C8B_INTLV, 1W16C8B, 
71, Concat_46_KNOPT_dummy_bn_0, Concat_46, NPU, Concat_46_KNOPT_dummy_bn_0, 0.0, 324, 3720.0, 0.005314, 0.0, 819200.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.166271, 1W16C8B, 1W16C8B, 
335, Mul_25_split_KNOPT_dummy_bn_1, Conv_43, NPU, Mul_25_split_KNOPT_dummy_bn_1, 0.0, 325, 7440.0, 0.010629, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.064294, 1W16C8B, 1W16C8B, 
191, Conv_43, Conv_43, NPU, Conv_43, 0.0, 326, 66800.0, 0.095429, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 32768.0, 0.149147, 1W16C8B, 1W16C8B, 
193, Conv_43_split_KNOPT_dummy_bn_1, Mul_45, NPU, Conv_43_split_KNOPT_dummy_bn_1, 0.0, 329, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.112831, 1W16C8B, 1W16C8B_INTLV, 
192, Conv_43_split_KNOPT_dummy_bn_0, Sigmoid_44, NPU, Conv_43_split_KNOPT_dummy_bn_0, 0.0, 331, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
482, Sigmoid_44, Sigmoid_44, NPU, Sigmoid_44, 0.0, 332, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
483, Sigmoid_44_KNOPT_dummy_bn_0, Mul_45, NPU, Sigmoid_44_KNOPT_dummy_bn_0, 0.0, 333, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
346, Mul_45, Mul_45, NPU, Mul_45, 0.0, 334, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.063433, 1W16C8B_INTLV, 1W16C8B, 
347, Mul_45_KNOPT_dummy_bn_0, Concat_46, NPU, Mul_45_KNOPT_dummy_bn_0, 0.0, 337, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.112606, 1W16C8B, 1W16C8B, 
194, Conv_47, Conv_47, NPU, Conv_47, 0.0, 339, 133600.0, 0.190857, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 65536.0, 0.405440, 1W16C8B, 1W16C8B, 
196, Conv_47_split_KNOPT_dummy_bn_1, Mul_49, NPU, Conv_47_split_KNOPT_dummy_bn_1, 0.0, 341, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 12288.0, 0.227563, 1W16C8B, 1W16C8B_INTLV, 
195, Conv_47_split_KNOPT_dummy_bn_0, Sigmoid_48, NPU, Conv_47_split_KNOPT_dummy_bn_0, 0.0, 344, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 12288.0, 0.120218, 1W16C8B, 1W16C8B, 
484, Sigmoid_48, Sigmoid_48, NPU, Sigmoid_48, 0.0, 345, 124224.0, 0.177463, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6144.0, 0.177463, 1W16C8B, 1W16C8B, 
485, Sigmoid_48_KNOPT_dummy_bn_0, Mul_49, NPU, Sigmoid_48_KNOPT_dummy_bn_0, 0.0, 346, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 12288.0, 0.120218, 1W16C8B, 1W16C8B_INTLV, 
348, Mul_49, Mul_49, NPU, Mul_49, 0.0, 347, 16320.0, 0.023314, 0.0, 0.0, 0.0, 0.0, 819200.0, 0.0, 6144.0, 0.130658, 1W16C8B_INTLV, 1W16C8B, 
349, Mul_49_split_KNOPT_dummy_bn_0, Conv_50, NPU, Mul_49_split_KNOPT_dummy_bn_0, 0.0, 356, 8928.0, 0.012754, 0.0, 839680.0, 0.0, 1.0, 0.0, 0.0, 8192.0, 0.122711, 1W16C8B, 1W16C8B, 
197, Conv_50, Conv_50, NPU, Conv_50, 3.0, 357, 2248704.0, 3.212434, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 655360.0, 3.266153, 1W16C8B, 1W16C8B, 
199, Conv_50_split_KNOPT_dummy_bn_1, Mul_52, NPU, Conv_50_split_KNOPT_dummy_bn_1, 0.0, 360, 4896.0, 0.006994, 0.0, 409600.0, 0.0, 1.0, 409600.0, 0.0, 16384.0, 0.114511, 1W16C8B, 1W16C8B_INTLV, 
198, Conv_50_split_KNOPT_dummy_bn_0, Sigmoid_51, NPU, Conv_50_split_KNOPT_dummy_bn_0, 0.0, 362, 4080.0, 0.005829, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.059494, 1W16C8B, 1W16C8B, 
487, Sigmoid_51, Sigmoid_51, NPU, Sigmoid_51, 0.0, 363, 52320.0, 0.074743, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.074743, 1W16C8B, 1W16C8B, 
488, Sigmoid_51_KNOPT_dummy_bn_0, Mul_52, NPU, Sigmoid_51_KNOPT_dummy_bn_0, 0.0, 364, 4896.0, 0.006994, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.060793, 1W16C8B, 1W16C8B_INTLV, 
352, Mul_52, Mul_52, NPU, Mul_52, 0.0, 365, 8448.0, 0.012069, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 8192.0, 0.065787, 1W16C8B_INTLV, 1W16C8B, 
353, Mul_52_split_KNOPT_dummy_bn_0, Conv_53, NPU, Mul_52_split_KNOPT_dummy_bn_0, 0.0, 368, 4080.0, 0.005829, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.059494, 1W16C8B, 1W16C8B, 
200, Conv_53, Conv_53, NPU, Conv_53, 0.0, 369, 66480.0, 0.094971, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 65536.0, 0.094971, 1W16C8B, 1W16C8B, 
202, Conv_53_split_KNOPT_dummy_bn_1, Mul_55, NPU, Conv_53_split_KNOPT_dummy_bn_1, 0.0, 370, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
201, Conv_53_split_KNOPT_dummy_bn_0, Sigmoid_54, NPU, Conv_53_split_KNOPT_dummy_bn_0, 0.0, 371, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
489, Sigmoid_54, Sigmoid_54, NPU, Sigmoid_54, 0.0, 372, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
490, Sigmoid_54_KNOPT_dummy_bn_0, Mul_55, NPU, Sigmoid_54_KNOPT_dummy_bn_0, 0.0, 373, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
355, Mul_55, Mul_55, NPU, Mul_55, 0.0, 374, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
356, Mul_55_split_KNOPT_dummy_bn_0, Conv_56, NPU, Mul_55_split_KNOPT_dummy_bn_0, 0.0, 375, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
203, Conv_56, Conv_56, NPU, Conv_56, 0.0, 376, 32240.0, 0.046057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.046057, 1W16C8B, 1W16C8B, 
205, Conv_56_split_KNOPT_dummy_bn_1, Mul_58, NPU, Conv_56_split_KNOPT_dummy_bn_1, 0.0, 377, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
204, Conv_56_split_KNOPT_dummy_bn_0, Sigmoid_57, NPU, Conv_56_split_KNOPT_dummy_bn_0, 0.0, 378, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
491, Sigmoid_57, Sigmoid_57, NPU, Sigmoid_57, 0.0, 379, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
492, Sigmoid_57_KNOPT_dummy_bn_0, Mul_58, NPU, Sigmoid_57_KNOPT_dummy_bn_0, 0.0, 380, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
358, Mul_58, Mul_58, NPU, Mul_58, 0.0, 381, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
359, Mul_58_KNOPT_dummy_bn_0, Conv_59, NPU, Mul_58_KNOPT_dummy_bn_0, 0.0, 382, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
206, Conv_59, Conv_59, NPU, Conv_59, 0.0, 383, 295680.0, 0.422400, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 163840.0, 0.422400, 1W16C8B, 1W16C8B, 
208, Conv_59_split_KNOPT_dummy_bn_1, Mul_61, NPU, Conv_59_split_KNOPT_dummy_bn_1, 0.0, 384, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
207, Conv_59_split_KNOPT_dummy_bn_0, Sigmoid_60, NPU, Conv_59_split_KNOPT_dummy_bn_0, 0.0, 385, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
493, Sigmoid_60, Sigmoid_60, NPU, Sigmoid_60, 0.0, 386, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
494, Sigmoid_60_KNOPT_dummy_bn_0, Mul_61, NPU, Sigmoid_60_KNOPT_dummy_bn_0, 0.0, 387, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
362, Mul_61, Mul_61, NPU, Mul_61, 0.0, 388, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
13, Add_62_KNOPT_dummy_bn_0, Add_62, NPU, Add_62_KNOPT_dummy_bn_0, 0.0, 389, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
357, Mul_55_split_KNOPT_dummy_bn_1, Add_62, NPU, Mul_55_split_KNOPT_dummy_bn_1, 0.0, 390, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
12, Add_62, Add_62, NPU, Add_62, 0.0, 391, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B_INTLV, 1W16C8B, 
14, Add_62_split_KNOPT_dummy_bn_0, Conv_63, NPU, Add_62_split_KNOPT_dummy_bn_0, 0.0, 392, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
210, Conv_63, Conv_63, NPU, Conv_63, 0.0, 393, 32240.0, 0.046057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.046057, 1W16C8B, 1W16C8B, 
212, Conv_63_split_KNOPT_dummy_bn_1, Mul_65, NPU, Conv_63_split_KNOPT_dummy_bn_1, 0.0, 394, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
211, Conv_63_split_KNOPT_dummy_bn_0, Sigmoid_64, NPU, Conv_63_split_KNOPT_dummy_bn_0, 0.0, 395, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
495, Sigmoid_64, Sigmoid_64, NPU, Sigmoid_64, 0.0, 396, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
496, Sigmoid_64_KNOPT_dummy_bn_0, Mul_65, NPU, Sigmoid_64_KNOPT_dummy_bn_0, 0.0, 397, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
363, Mul_65, Mul_65, NPU, Mul_65, 0.0, 398, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
364, Mul_65_KNOPT_dummy_bn_0, Conv_66, NPU, Mul_65_KNOPT_dummy_bn_0, 0.0, 399, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
213, Conv_66, Conv_66, NPU, Conv_66, 0.0, 400, 295680.0, 0.422400, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 163840.0, 0.422400, 1W16C8B, 1W16C8B, 
215, Conv_66_split_KNOPT_dummy_bn_1, Mul_68, NPU, Conv_66_split_KNOPT_dummy_bn_1, 0.0, 401, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
214, Conv_66_split_KNOPT_dummy_bn_0, Sigmoid_67, NPU, Conv_66_split_KNOPT_dummy_bn_0, 0.0, 402, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
497, Sigmoid_67, Sigmoid_67, NPU, Sigmoid_67, 0.0, 403, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
498, Sigmoid_67_KNOPT_dummy_bn_0, Mul_68, NPU, Sigmoid_67_KNOPT_dummy_bn_0, 0.0, 404, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
365, Mul_68, Mul_68, NPU, Mul_68, 0.0, 405, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
17, Add_69_KNOPT_dummy_bn_0, Add_69, NPU, Add_69_KNOPT_dummy_bn_0, 0.0, 406, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
15, Add_62_split_KNOPT_dummy_bn_1, Add_69, NPU, Add_62_split_KNOPT_dummy_bn_1, 0.0, 407, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
16, Add_69, Add_69, NPU, Add_69, 0.0, 408, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B_INTLV, 1W16C8B, 
18, Add_69_split_KNOPT_dummy_bn_0, Conv_70, NPU, Add_69_split_KNOPT_dummy_bn_0, 0.0, 409, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
218, Conv_70, Conv_70, NPU, Conv_70, 0.0, 410, 32240.0, 0.046057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.046057, 1W16C8B, 1W16C8B, 
220, Conv_70_split_KNOPT_dummy_bn_1, Mul_72, NPU, Conv_70_split_KNOPT_dummy_bn_1, 0.0, 411, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
219, Conv_70_split_KNOPT_dummy_bn_0, Sigmoid_71, NPU, Conv_70_split_KNOPT_dummy_bn_0, 0.0, 412, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
500, Sigmoid_71, Sigmoid_71, NPU, Sigmoid_71, 0.0, 413, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
501, Sigmoid_71_KNOPT_dummy_bn_0, Mul_72, NPU, Sigmoid_71_KNOPT_dummy_bn_0, 0.0, 414, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
366, Mul_72, Mul_72, NPU, Mul_72, 0.0, 415, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
367, Mul_72_KNOPT_dummy_bn_0, Conv_73, NPU, Mul_72_KNOPT_dummy_bn_0, 0.0, 416, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
221, Conv_73, Conv_73, NPU, Conv_73, 0.0, 417, 295680.0, 0.422400, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 163840.0, 0.422400, 1W16C8B, 1W16C8B, 
223, Conv_73_split_KNOPT_dummy_bn_1, Mul_75, NPU, Conv_73_split_KNOPT_dummy_bn_1, 0.0, 418, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
222, Conv_73_split_KNOPT_dummy_bn_0, Sigmoid_74, NPU, Conv_73_split_KNOPT_dummy_bn_0, 0.0, 419, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
502, Sigmoid_74, Sigmoid_74, NPU, Sigmoid_74, 0.0, 420, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
503, Sigmoid_74_KNOPT_dummy_bn_0, Mul_75, NPU, Sigmoid_74_KNOPT_dummy_bn_0, 0.0, 421, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
368, Mul_75, Mul_75, NPU, Mul_75, 0.0, 422, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
21, Add_76_KNOPT_dummy_bn_0, Add_76, NPU, Add_76_KNOPT_dummy_bn_0, 0.0, 423, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
19, Add_69_split_KNOPT_dummy_bn_1, Add_76, NPU, Add_69_split_KNOPT_dummy_bn_1, 0.0, 424, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
20, Add_76, Add_76, NPU, Add_76, 0.0, 425, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B_INTLV, 1W16C8B, 
73, Concat_80_KNOPT_dummy_bn_0, Concat_80, NPU, Concat_80_KNOPT_dummy_bn_0, 0.0, 426, 2040.0, 0.002914, 0.0, 409600.0, 0.0, 0.0, 204800.0, 0.0, 4096.0, 0.083439, 1W16C8B, 1W16C8B, 
354, Mul_52_split_KNOPT_dummy_bn_1, Conv_77, NPU, Mul_52_split_KNOPT_dummy_bn_1, 0.0, 427, 4080.0, 0.005829, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.005829, 1W16C8B, 1W16C8B, 
224, Conv_77, Conv_77, NPU, Conv_77, 0.0, 428, 66480.0, 0.094971, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 65536.0, 0.094971, 1W16C8B, 1W16C8B, 
226, Conv_77_split_KNOPT_dummy_bn_1, Mul_79, NPU, Conv_77_split_KNOPT_dummy_bn_1, 0.0, 429, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
225, Conv_77_split_KNOPT_dummy_bn_0, Sigmoid_78, NPU, Conv_77_split_KNOPT_dummy_bn_0, 0.0, 430, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
504, Sigmoid_78, Sigmoid_78, NPU, Sigmoid_78, 0.0, 431, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
505, Sigmoid_78_KNOPT_dummy_bn_0, Mul_79, NPU, Sigmoid_78_KNOPT_dummy_bn_0, 0.0, 432, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
369, Mul_79, Mul_79, NPU, Mul_79, 0.0, 433, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
370, Mul_79_KNOPT_dummy_bn_0, Concat_80, NPU, Mul_79_KNOPT_dummy_bn_0, 0.0, 434, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 204800.0, 0.0, 4096.0, 0.029774, 1W16C8B, 1W16C8B, 
227, Conv_81, Conv_81, NPU, Conv_81, 0.0, 436, 132960.0, 0.189943, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 131072.0, 0.243609, 1W16C8B, 1W16C8B, 
229, Conv_81_split_KNOPT_dummy_bn_1, Mul_83, NPU, Conv_81_split_KNOPT_dummy_bn_1, 0.0, 437, 4896.0, 0.006994, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 16384.0, 0.060713, 1W16C8B, 1W16C8B_INTLV, 
228, Conv_81_split_KNOPT_dummy_bn_0, Sigmoid_82, NPU, Conv_81_split_KNOPT_dummy_bn_0, 0.0, 439, 4080.0, 0.005829, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.005829, 1W16C8B, 1W16C8B, 
507, Sigmoid_82, Sigmoid_82, NPU, Sigmoid_82, 0.0, 440, 52320.0, 0.074743, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.074743, 1W16C8B, 1W16C8B, 
508, Sigmoid_82_KNOPT_dummy_bn_0, Mul_83, NPU, Sigmoid_82_KNOPT_dummy_bn_0, 0.0, 441, 4896.0, 0.006994, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.060793, 1W16C8B, 1W16C8B_INTLV, 
372, Mul_83, Mul_83, NPU, Mul_83, 0.0, 442, 8448.0, 0.012069, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 8192.0, 0.065787, 1W16C8B_INTLV, 1W16C8B, 
373, Mul_83_split_KNOPT_dummy_bn_0, Conv_84, NPU, Mul_83_split_KNOPT_dummy_bn_0, 0.0, 445, 4080.0, 0.005829, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.059494, 1W16C8B, 1W16C8B, 
230, Conv_84, Conv_84, NPU, Conv_84, 3.0, 446, 2371584.0, 3.387977, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1310720.0, 3.387977, 1W16C8B, 1W16C8B, 
232, Conv_84_split_KNOPT_dummy_bn_1, Mul_86, NPU, Conv_84_split_KNOPT_dummy_bn_1, 0.0, 447, 2880.0, 0.004114, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B_INTLV, 
231, Conv_84_split_KNOPT_dummy_bn_0, Sigmoid_85, NPU, Conv_84_split_KNOPT_dummy_bn_0, 0.0, 448, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
509, Sigmoid_85, Sigmoid_85, NPU, Sigmoid_85, 0.0, 449, 32064.0, 0.045806, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.045806, 1W16C8B, 1W16C8B, 
510, Sigmoid_85_KNOPT_dummy_bn_0, Mul_86, NPU, Sigmoid_85_KNOPT_dummy_bn_0, 0.0, 450, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B_INTLV, 
375, Mul_86, Mul_86, NPU, Mul_86, 0.0, 451, 4512.0, 0.006446, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.006446, 1W16C8B_INTLV, 1W16C8B, 
376, Mul_86_split_KNOPT_dummy_bn_0, Conv_87, NPU, Mul_86_split_KNOPT_dummy_bn_0, 0.0, 452, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
233, Conv_87, Conv_87, NPU, Conv_87, 0.0, 453, 95328.0, 0.136183, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 262144.0, 0.136183, 1W16C8B, 1W16C8B, 
235, Conv_87_split_KNOPT_dummy_bn_1, Mul_89, NPU, Conv_87_split_KNOPT_dummy_bn_1, 0.0, 454, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
234, Conv_87_split_KNOPT_dummy_bn_0, Sigmoid_88, NPU, Conv_87_split_KNOPT_dummy_bn_0, 0.0, 455, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
511, Sigmoid_88, Sigmoid_88, NPU, Sigmoid_88, 0.0, 456, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
512, Sigmoid_88_KNOPT_dummy_bn_0, Mul_89, NPU, Sigmoid_88_KNOPT_dummy_bn_0, 0.0, 457, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
378, Mul_89, Mul_89, NPU, Mul_89, 0.0, 458, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
379, Mul_89_split_KNOPT_dummy_bn_0, Conv_90, NPU, Mul_89_split_KNOPT_dummy_bn_0, 0.0, 459, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
237, Conv_90, Conv_90, NPU, Conv_90, 0.0, 460, 47712.0, 0.068160, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 131072.0, 0.068160, 1W16C8B, 1W16C8B, 
239, Conv_90_split_KNOPT_dummy_bn_1, Mul_92, NPU, Conv_90_split_KNOPT_dummy_bn_1, 0.0, 461, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
238, Conv_90_split_KNOPT_dummy_bn_0, Sigmoid_91, NPU, Conv_90_split_KNOPT_dummy_bn_0, 0.0, 462, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
513, Sigmoid_91, Sigmoid_91, NPU, Sigmoid_91, 0.0, 463, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
514, Sigmoid_91_KNOPT_dummy_bn_0, Mul_92, NPU, Sigmoid_91_KNOPT_dummy_bn_0, 0.0, 464, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
383, Mul_92, Mul_92, NPU, Mul_92, 0.0, 465, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
384, Mul_92_KNOPT_dummy_bn_0, Conv_93, NPU, Mul_92_KNOPT_dummy_bn_0, 0.0, 466, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
240, Conv_93, Conv_93, NPU, Conv_93, 0.0, 467, 320256.0, 0.457509, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 655360.0, 0.457509, 1W16C8B, 1W16C8B, 
242, Conv_93_split_KNOPT_dummy_bn_1, Mul_95, NPU, Conv_93_split_KNOPT_dummy_bn_1, 0.0, 468, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
241, Conv_93_split_KNOPT_dummy_bn_0, Sigmoid_94, NPU, Conv_93_split_KNOPT_dummy_bn_0, 0.0, 469, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
515, Sigmoid_94, Sigmoid_94, NPU, Sigmoid_94, 0.0, 470, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
516, Sigmoid_94_KNOPT_dummy_bn_0, Mul_95, NPU, Sigmoid_94_KNOPT_dummy_bn_0, 0.0, 471, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
385, Mul_95, Mul_95, NPU, Mul_95, 0.0, 472, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
23, Add_96_KNOPT_dummy_bn_0, Add_96, NPU, Add_96_KNOPT_dummy_bn_0, 0.0, 473, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
380, Mul_89_split_KNOPT_dummy_bn_1, Add_96, NPU, Mul_89_split_KNOPT_dummy_bn_1, 0.0, 474, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
22, Add_96, Add_96, NPU, Add_96, 0.0, 475, 2352.0, 0.003360, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003360, 1W16C8B_INTLV, 1W16C8B, 
24, Add_96_KNOPT_dummy_bn_1, Concat_100, NPU, Add_96_KNOPT_dummy_bn_1, 0.0, 476, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
377, Mul_86_split_KNOPT_dummy_bn_1, Conv_97, NPU, Mul_86_split_KNOPT_dummy_bn_1, 0.0, 477, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
243, Conv_97, Conv_97, NPU, Conv_97, 0.0, 478, 95328.0, 0.136183, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 262144.0, 0.136183, 1W16C8B, 1W16C8B, 
245, Conv_97_split_KNOPT_dummy_bn_1, Mul_99, NPU, Conv_97_split_KNOPT_dummy_bn_1, 0.0, 479, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
244, Conv_97_split_KNOPT_dummy_bn_0, Sigmoid_98, NPU, Conv_97_split_KNOPT_dummy_bn_0, 0.0, 480, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
517, Sigmoid_98, Sigmoid_98, NPU, Sigmoid_98, 0.0, 481, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
518, Sigmoid_98_KNOPT_dummy_bn_0, Mul_99, NPU, Sigmoid_98_KNOPT_dummy_bn_0, 0.0, 482, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
386, Mul_99, Mul_99, NPU, Mul_99, 0.0, 483, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
387, Mul_99_KNOPT_dummy_bn_0, Concat_100, NPU, Mul_99_KNOPT_dummy_bn_0, 0.0, 484, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
77, Conv_101, Conv_101, NPU, Conv_101, 0.0, 486, 190656.0, 0.272366, 0.0, 204800.0, 0.0, 0.0, 0.0, 0.0, 524288.0, 0.299265, 1W16C8B, 1W16C8B, 
79, Conv_101_split_KNOPT_dummy_bn_1, Mul_103, NPU, Conv_101_split_KNOPT_dummy_bn_1, 0.0, 487, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B_INTLV, 
78, Conv_101_split_KNOPT_dummy_bn_0, Sigmoid_102, NPU, Conv_101_split_KNOPT_dummy_bn_0, 0.0, 488, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
404, Sigmoid_102, Sigmoid_102, NPU, Sigmoid_102, 0.0, 489, 32064.0, 0.045806, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.045806, 1W16C8B, 1W16C8B, 
405, Sigmoid_102_KNOPT_dummy_bn_0, Mul_103, NPU, Sigmoid_102_KNOPT_dummy_bn_0, 0.0, 490, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B_INTLV, 
258, Mul_103, Mul_103, NPU, Mul_103, 0.0, 491, 4512.0, 0.006446, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.006446, 1W16C8B_INTLV, 1W16C8B, 
259, Mul_103_KNOPT_dummy_bn_0, Conv_104, NPU, Mul_103_KNOPT_dummy_bn_0, 0.0, 492, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
80, Conv_104, Conv_104, NPU, Conv_104, 0.0, 493, 95328.0, 0.136183, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 262144.0, 0.136183, 1W16C8B, 1W16C8B, 
82, Conv_104_split_KNOPT_dummy_bn_1, Mul_106, NPU, Conv_104_split_KNOPT_dummy_bn_1, 0.0, 494, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
81, Conv_104_split_KNOPT_dummy_bn_0, Sigmoid_105, NPU, Conv_104_split_KNOPT_dummy_bn_0, 0.0, 495, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
406, Sigmoid_105, Sigmoid_105, NPU, Sigmoid_105, 0.0, 496, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
407, Sigmoid_105_KNOPT_dummy_bn_0, Mul_106, NPU, Sigmoid_105_KNOPT_dummy_bn_0, 0.0, 497, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
260, Mul_106, Mul_106, NPU, Mul_106, 0.0, 498, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
261, Mul_106_split_KNOPT_dummy_bn_0, Concat_110, NPU, Mul_106_split_KNOPT_dummy_bn_0, 0.0, 499, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
262, Mul_106_split_KNOPT_dummy_bn_1, MaxPool_107, NPU, Mul_106_split_KNOPT_dummy_bn_1, 0.0, 500, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
248, MaxPool_107_KNX_0, MaxPool_107, NPU, MaxPool_107_KNX_0, 0.0, 501, 9984.0, 0.014263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.014263, 1W16C8B, 1W16C8B, 
249, MaxPool_107_KNX_1, MaxPool_107, NPU, MaxPool_107_KNX_1, 0.0, 502, 9984.0, 0.014263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.014263, 1W16C8B, 1W16C8B, 
250, MaxPool_107_KNX_1_split_KNOPT_dummy_bn_0, Concat_110, NPU, MaxPool_107_KNX_1_split_KNOPT_dummy_bn_0, 0.0, 503, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
251, MaxPool_107_KNX_1_split_KNOPT_dummy_bn_1, MaxPool_108, NPU, MaxPool_107_KNX_1_split_KNOPT_dummy_bn_1, 0.0, 504, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
252, MaxPool_108_KNX_0, MaxPool_108, NPU, MaxPool_108_KNX_0, 0.0, 505, 9984.0, 0.014263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.014263, 1W16C8B, 1W16C8B, 
253, MaxPool_108_KNX_1, MaxPool_108, NPU, MaxPool_108_KNX_1, 0.0, 506, 9984.0, 0.014263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.014263, 1W16C8B, 1W16C8B, 
254, MaxPool_108_KNX_1_split_KNOPT_dummy_bn_0, Concat_110, NPU, MaxPool_108_KNX_1_split_KNOPT_dummy_bn_0, 0.0, 507, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
255, MaxPool_108_KNX_1_split_KNOPT_dummy_bn_1, MaxPool_109, NPU, MaxPool_108_KNX_1_split_KNOPT_dummy_bn_1, 0.0, 508, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
256, MaxPool_109_KNX_0, MaxPool_109, NPU, MaxPool_109_KNX_0, 0.0, 509, 9984.0, 0.014263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.014263, 1W16C8B, 1W16C8B, 
257, MaxPool_109_KNX_1, MaxPool_109, NPU, MaxPool_109_KNX_1, 0.0, 510, 9984.0, 0.014263, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.014263, 1W16C8B, 1W16C8B, 
27, Concat_110_KNOPT_dummy_bn_0, Concat_110, NPU, Concat_110_KNOPT_dummy_bn_0, 0.0, 511, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
83, Conv_111, Conv_111, NPU, Conv_111, 0.0, 513, 381120.0, 0.544457, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 1048576.0, 0.598123, 1W16C8B, 1W16C8B, 
85, Conv_111_split_KNOPT_dummy_bn_1, Mul_113, NPU, Conv_111_split_KNOPT_dummy_bn_1, 0.0, 514, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B_INTLV, 
84, Conv_111_split_KNOPT_dummy_bn_0, Sigmoid_112, NPU, Conv_111_split_KNOPT_dummy_bn_0, 0.0, 515, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
409, Sigmoid_112, Sigmoid_112, NPU, Sigmoid_112, 0.0, 516, 32064.0, 0.045806, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.045806, 1W16C8B, 1W16C8B, 
410, Sigmoid_112_KNOPT_dummy_bn_0, Mul_113, NPU, Sigmoid_112_KNOPT_dummy_bn_0, 0.0, 517, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B_INTLV, 
264, Mul_113, Mul_113, NPU, Mul_113, 0.0, 518, 4512.0, 0.006446, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.006446, 1W16C8B_INTLV, 1W16C8B, 
265, Mul_113_KNOPT_dummy_bn_0, Conv_114, NPU, Mul_113_KNOPT_dummy_bn_0, 0.0, 519, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
86, Conv_114, Conv_114, NPU, Conv_114, 0.0, 520, 95328.0, 0.136183, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 262144.0, 0.136183, 1W16C8B, 1W16C8B, 
88, Conv_114_split_KNOPT_dummy_bn_1, Mul_116, NPU, Conv_114_split_KNOPT_dummy_bn_1, 0.0, 521, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
87, Conv_114_split_KNOPT_dummy_bn_0, Sigmoid_115, NPU, Conv_114_split_KNOPT_dummy_bn_0, 0.0, 522, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
411, Sigmoid_115, Sigmoid_115, NPU, Sigmoid_115, 0.0, 523, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
412, Sigmoid_115_KNOPT_dummy_bn_0, Mul_116, NPU, Sigmoid_115_KNOPT_dummy_bn_0, 0.0, 524, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
266, Mul_116, Mul_116, NPU, Mul_116, 0.0, 525, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
268, Mul_116_split_KNOPT_dummy_bn_1, Resize_118, NPU, Mul_116_split_KNOPT_dummy_bn_1, 0.0, 526, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
399, Resize_118_KNX_vus, Resize_118, NPU, Resize_118_KNX_vus, 0.0, 527, 9920.0, 0.014171, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 163840.0, 0.014171, 1W16C8B, 1W16C8B, 
398, Resize_118_KNX_hus, Resize_118, NPU, Resize_118_KNX_hus, 0.0, 528, 4000.0, 0.005714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.005714, 1W16C8B, 1W16C8B, 
29, Concat_119_KNOPT_dummy_bn_0, Concat_119, NPU, Concat_119_KNOPT_dummy_bn_0, 0.0, 529, 4080.0, 0.005829, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 8192.0, 0.059454, 1W16C8B, 1W16C8B, 
267, Mul_116_split_KNOPT_dummy_bn_0, Concat_181, NPU, Mul_116_split_KNOPT_dummy_bn_0, 0.0, 530, 1440.0, 0.002057, 0.0, 409600.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.069114, 1W16C8B, 1W16C8B, 
374, Mul_83_split_KNOPT_dummy_bn_1, Concat_119, NPU, Mul_83_split_KNOPT_dummy_bn_1, 0.0, 531, 4080.0, 0.005829, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 8192.0, 0.059454, 1W16C8B, 1W16C8B, 
30, Concat_119_split_KNOPT_dummy_bn_0, Conv_120, NPU, Concat_119_split_KNOPT_dummy_bn_0, 0.0, 533, 9792.0, 0.013989, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.121320, 1W16C8B, 1W16C8B, 
90, Conv_120, Conv_120, NPU, Conv_120, 0.0, 534, 185568.0, 0.265097, 0.0, 0.0, 0.0, 0.0, 204800.0, 0.0, 262144.0, 0.291879, 1W16C8B, 1W16C8B, 
92, Conv_120_split_KNOPT_dummy_bn_1, Mul_122, NPU, Conv_120_split_KNOPT_dummy_bn_1, 0.0, 537, 2040.0, 0.002914, 0.0, 204800.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.029814, 1W16C8B, 1W16C8B_INTLV, 
91, Conv_120_split_KNOPT_dummy_bn_0, Sigmoid_121, NPU, Conv_120_split_KNOPT_dummy_bn_0, 0.0, 538, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
413, Sigmoid_121, Sigmoid_121, NPU, Sigmoid_121, 0.0, 539, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
414, Sigmoid_121_KNOPT_dummy_bn_0, Mul_122, NPU, Sigmoid_121_KNOPT_dummy_bn_0, 0.0, 540, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
270, Mul_122, Mul_122, NPU, Mul_122, 0.0, 541, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
271, Mul_122_KNOPT_dummy_bn_0, Conv_123, NPU, Mul_122_KNOPT_dummy_bn_0, 0.0, 542, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
93, Conv_123, Conv_123, NPU, Conv_123, 0.0, 543, 32240.0, 0.046057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.046057, 1W16C8B, 1W16C8B, 
95, Conv_123_split_KNOPT_dummy_bn_1, Mul_125, NPU, Conv_123_split_KNOPT_dummy_bn_1, 0.0, 544, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
94, Conv_123_split_KNOPT_dummy_bn_0, Sigmoid_124, NPU, Conv_123_split_KNOPT_dummy_bn_0, 0.0, 545, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
415, Sigmoid_124, Sigmoid_124, NPU, Sigmoid_124, 0.0, 546, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
416, Sigmoid_124_KNOPT_dummy_bn_0, Mul_125, NPU, Sigmoid_124_KNOPT_dummy_bn_0, 0.0, 547, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
272, Mul_125, Mul_125, NPU, Mul_125, 0.0, 548, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
273, Mul_125_KNOPT_dummy_bn_0, Conv_126, NPU, Mul_125_KNOPT_dummy_bn_0, 0.0, 549, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
96, Conv_126, Conv_126, NPU, Conv_126, 0.0, 550, 295680.0, 0.422400, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 163840.0, 0.422400, 1W16C8B, 1W16C8B, 
98, Conv_126_split_KNOPT_dummy_bn_1, Mul_128, NPU, Conv_126_split_KNOPT_dummy_bn_1, 0.0, 551, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
97, Conv_126_split_KNOPT_dummy_bn_0, Sigmoid_127, NPU, Conv_126_split_KNOPT_dummy_bn_0, 0.0, 552, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
417, Sigmoid_127, Sigmoid_127, NPU, Sigmoid_127, 0.0, 553, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
418, Sigmoid_127_KNOPT_dummy_bn_0, Mul_128, NPU, Sigmoid_127_KNOPT_dummy_bn_0, 0.0, 554, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
274, Mul_128, Mul_128, NPU, Mul_128, 0.0, 555, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
33, Concat_132_KNOPT_dummy_bn_0, Concat_132, NPU, Concat_132_KNOPT_dummy_bn_0, 0.0, 556, 2040.0, 0.002914, 0.0, 409600.0, 0.0, 0.0, 204800.0, 0.0, 4096.0, 0.083439, 1W16C8B, 1W16C8B, 
31, Concat_119_split_KNOPT_dummy_bn_1, Conv_129, NPU, Concat_119_split_KNOPT_dummy_bn_1, 0.0, 557, 9792.0, 0.013989, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.013989, 1W16C8B, 1W16C8B, 
99, Conv_129, Conv_129, NPU, Conv_129, 0.0, 558, 185568.0, 0.265097, 0.0, 409600.0, 0.0, 0.0, 204800.0, 0.0, 262144.0, 0.345545, 1W16C8B, 1W16C8B, 
101, Conv_129_split_KNOPT_dummy_bn_1, Mul_131, NPU, Conv_129_split_KNOPT_dummy_bn_1, 0.0, 561, 2040.0, 0.002914, 0.0, 204800.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.029814, 1W16C8B, 1W16C8B_INTLV, 
100, Conv_129_split_KNOPT_dummy_bn_0, Sigmoid_130, NPU, Conv_129_split_KNOPT_dummy_bn_0, 0.0, 562, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
420, Sigmoid_130, Sigmoid_130, NPU, Sigmoid_130, 0.0, 563, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
421, Sigmoid_130_KNOPT_dummy_bn_0, Mul_131, NPU, Sigmoid_130_KNOPT_dummy_bn_0, 0.0, 564, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
275, Mul_131, Mul_131, NPU, Mul_131, 0.0, 565, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
276, Mul_131_KNOPT_dummy_bn_0, Concat_132, NPU, Mul_131_KNOPT_dummy_bn_0, 0.0, 566, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 204800.0, 0.0, 4096.0, 0.029774, 1W16C8B, 1W16C8B, 
104, Conv_133, Conv_133, NPU, Conv_133, 0.0, 568, 132960.0, 0.189943, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 131072.0, 0.243609, 1W16C8B, 1W16C8B, 
106, Conv_133_split_KNOPT_dummy_bn_1, Mul_135, NPU, Conv_133_split_KNOPT_dummy_bn_1, 0.0, 569, 4896.0, 0.006994, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 16384.0, 0.060713, 1W16C8B, 1W16C8B_INTLV, 
105, Conv_133_split_KNOPT_dummy_bn_0, Sigmoid_134, NPU, Conv_133_split_KNOPT_dummy_bn_0, 0.0, 571, 4080.0, 0.005829, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.005829, 1W16C8B, 1W16C8B, 
422, Sigmoid_134, Sigmoid_134, NPU, Sigmoid_134, 0.0, 572, 52320.0, 0.074743, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.074743, 1W16C8B, 1W16C8B, 
423, Sigmoid_134_KNOPT_dummy_bn_0, Mul_135, NPU, Sigmoid_134_KNOPT_dummy_bn_0, 0.0, 573, 4896.0, 0.006994, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.060793, 1W16C8B, 1W16C8B_INTLV, 
277, Mul_135, Mul_135, NPU, Mul_135, 0.0, 574, 8448.0, 0.012069, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 8192.0, 0.065787, 1W16C8B_INTLV, 1W16C8B, 
278, Mul_135_KNOPT_dummy_bn_0, Conv_136, NPU, Mul_135_KNOPT_dummy_bn_0, 0.0, 577, 4080.0, 0.005829, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.059494, 1W16C8B, 1W16C8B, 
107, Conv_136, Conv_136, NPU, Conv_136, 0.0, 578, 66480.0, 0.094971, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 65536.0, 0.094971, 1W16C8B, 1W16C8B, 
109, Conv_136_split_KNOPT_dummy_bn_1, Mul_138, NPU, Conv_136_split_KNOPT_dummy_bn_1, 0.0, 579, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
108, Conv_136_split_KNOPT_dummy_bn_0, Sigmoid_137, NPU, Conv_136_split_KNOPT_dummy_bn_0, 0.0, 580, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
424, Sigmoid_137, Sigmoid_137, NPU, Sigmoid_137, 0.0, 581, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
425, Sigmoid_137_KNOPT_dummy_bn_0, Mul_138, NPU, Sigmoid_137_KNOPT_dummy_bn_0, 0.0, 582, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
279, Mul_138, Mul_138, NPU, Mul_138, 0.0, 583, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 204800.0, 0.0, 2048.0, 0.031888, 1W16C8B_INTLV, 1W16C8B, 
281, Mul_138_split_KNOPT_dummy_bn_1, Resize_140, NPU, Mul_138_split_KNOPT_dummy_bn_1, 0.0, 584, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
401, Resize_140_KNX_vus, Resize_140, NPU, Resize_140_KNX_vus, 0.0, 585, 16640.0, 0.023771, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 163840.0, 0.023771, 1W16C8B, 1W16C8B, 
400, Resize_140_KNX_hus, Resize_140, NPU, Resize_140_KNX_hus, 0.0, 586, 7200.0, 0.010286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.010286, 1W16C8B, 1W16C8B, 
35, Concat_141_KNOPT_dummy_bn_0, Concat_141, NPU, Concat_141_KNOPT_dummy_bn_0, 0.0, 587, 7440.0, 0.010629, 0.0, 204800.0, 0.0, 0.0, 819200.0, 0.0, 8192.0, 0.144779, 1W16C8B, 1W16C8B, 
280, Mul_138_split_KNOPT_dummy_bn_0, Concat_161, NPU, Mul_138_split_KNOPT_dummy_bn_0, 0.0, 590, 2040.0, 0.002914, 0.0, 409600.0, 0.0, 0.0, 204800.0, 0.0, 4096.0, 0.083439, 1W16C8B, 1W16C8B, 
350, Mul_49_split_KNOPT_dummy_bn_1, Concat_141, NPU, Mul_49_split_KNOPT_dummy_bn_1, 0.0, 591, 7440.0, 0.010629, 0.0, 409600.0, 0.0, 0.0, 819200.0, 0.0, 8192.0, 0.171546, 1W16C8B, 1W16C8B, 
36, Concat_141_split_KNOPT_dummy_bn_0, Conv_142, NPU, Concat_141_split_KNOPT_dummy_bn_0, 0.0, 594, 17856.0, 0.025509, 0.0, 1638400.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.240171, 1W16C8B, 1W16C8B, 
110, Conv_142, Conv_142, NPU, Conv_142, 0.0, 595, 185088.0, 0.264411, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 131072.0, 0.317976, 1W16C8B, 1W16C8B, 
112, Conv_142_split_KNOPT_dummy_bn_1, Mul_144, NPU, Conv_142_split_KNOPT_dummy_bn_1, 0.0, 602, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.112831, 1W16C8B, 1W16C8B_INTLV, 
111, Conv_142_split_KNOPT_dummy_bn_0, Sigmoid_143, NPU, Conv_142_split_KNOPT_dummy_bn_0, 0.0, 604, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
427, Sigmoid_143, Sigmoid_143, NPU, Sigmoid_143, 0.0, 605, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
428, Sigmoid_143_KNOPT_dummy_bn_0, Mul_144, NPU, Sigmoid_143_KNOPT_dummy_bn_0, 0.0, 606, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
283, Mul_144, Mul_144, NPU, Mul_144, 0.0, 607, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.063433, 1W16C8B_INTLV, 1W16C8B, 
284, Mul_144_KNOPT_dummy_bn_0, Conv_145, NPU, Mul_144_KNOPT_dummy_bn_0, 0.0, 610, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
113, Conv_145, Conv_145, NPU, Conv_145, 0.0, 611, 38240.0, 0.054629, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.054629, 1W16C8B, 1W16C8B, 
115, Conv_145_split_KNOPT_dummy_bn_1, Mul_147, NPU, Conv_145_split_KNOPT_dummy_bn_1, 0.0, 612, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.059033, 1W16C8B, 1W16C8B_INTLV, 
114, Conv_145_split_KNOPT_dummy_bn_0, Sigmoid_146, NPU, Conv_145_split_KNOPT_dummy_bn_0, 0.0, 614, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B, 1W16C8B, 
429, Sigmoid_146, Sigmoid_146, NPU, Sigmoid_146, 0.0, 615, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
430, Sigmoid_146_KNOPT_dummy_bn_0, Mul_147, NPU, Sigmoid_146_KNOPT_dummy_bn_0, 0.0, 616, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
285, Mul_147, Mul_147, NPU, Mul_147, 0.0, 617, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.063433, 1W16C8B_INTLV, 1W16C8B, 
286, Mul_147_KNOPT_dummy_bn_0, Conv_148, NPU, Mul_147_KNOPT_dummy_bn_0, 0.0, 620, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
116, Conv_148, Conv_148, NPU, Conv_148, 0.0, 621, 280320.0, 0.400457, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 40960.0, 0.400457, 1W16C8B, 1W16C8B, 
118, Conv_148_split_KNOPT_dummy_bn_1, Mul_150, NPU, Conv_148_split_KNOPT_dummy_bn_1, 0.0, 622, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.059033, 1W16C8B, 1W16C8B_INTLV, 
117, Conv_148_split_KNOPT_dummy_bn_0, Sigmoid_149, NPU, Conv_148_split_KNOPT_dummy_bn_0, 0.0, 624, 3720.0, 0.005314, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005314, 1W16C8B, 1W16C8B, 
431, Sigmoid_149, Sigmoid_149, NPU, Sigmoid_149, 0.0, 625, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
432, Sigmoid_149_KNOPT_dummy_bn_0, Mul_150, NPU, Sigmoid_149_KNOPT_dummy_bn_0, 0.0, 626, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
287, Mul_150, Mul_150, NPU, Mul_150, 0.0, 627, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.063433, 1W16C8B_INTLV, 1W16C8B, 
39, Concat_154_KNOPT_dummy_bn_0, Concat_154, NPU, Concat_154_KNOPT_dummy_bn_0, 0.0, 630, 3720.0, 0.005314, 0.0, 819200.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.166271, 1W16C8B, 1W16C8B, 
37, Concat_141_split_KNOPT_dummy_bn_1, Conv_151, NPU, Concat_141_split_KNOPT_dummy_bn_1, 0.0, 631, 17856.0, 0.025509, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.025509, 1W16C8B, 1W16C8B, 
119, Conv_151, Conv_151, NPU, Conv_151, 0.0, 632, 185088.0, 0.264411, 0.0, 1228800.0, 0.0, 0.0, 409600.0, 0.0, 131072.0, 0.478973, 1W16C8B, 1W16C8B, 
121, Conv_151_split_KNOPT_dummy_bn_1, Mul_153, NPU, Conv_151_split_KNOPT_dummy_bn_1, 0.0, 639, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 409600.0, 0.0, 4096.0, 0.112831, 1W16C8B, 1W16C8B_INTLV, 
120, Conv_151_split_KNOPT_dummy_bn_0, Sigmoid_152, NPU, Conv_151_split_KNOPT_dummy_bn_0, 0.0, 641, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.058980, 1W16C8B, 1W16C8B, 
433, Sigmoid_152, Sigmoid_152, NPU, Sigmoid_152, 0.0, 642, 51760.0, 0.073943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1024.0, 0.073943, 1W16C8B, 1W16C8B, 
434, Sigmoid_152_KNOPT_dummy_bn_0, Mul_153, NPU, Sigmoid_152_KNOPT_dummy_bn_0, 0.0, 643, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.059113, 1W16C8B, 1W16C8B_INTLV, 
288, Mul_153, Mul_153, NPU, Mul_153, 0.0, 644, 6800.0, 0.009714, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.063433, 1W16C8B_INTLV, 1W16C8B, 
289, Mul_153_KNOPT_dummy_bn_0, Concat_154, NPU, Mul_153_KNOPT_dummy_bn_0, 0.0, 647, 3720.0, 0.005314, 0.0, 409600.0, 0.0, 0.0, 409600.0, 0.0, 2048.0, 0.112606, 1W16C8B, 1W16C8B, 
122, Conv_155, Conv_155, NPU, Conv_155, 0.0, 649, 133600.0, 0.190857, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 65536.0, 0.405440, 1W16C8B, 1W16C8B, 
124, Conv_155_split_KNOPT_dummy_bn_1, Mul_157, NPU, Conv_155_split_KNOPT_dummy_bn_1, 0.0, 651, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 12288.0, 0.227563, 1W16C8B, 1W16C8B_INTLV, 
123, Conv_155_split_KNOPT_dummy_bn_0, Sigmoid_156, NPU, Conv_155_split_KNOPT_dummy_bn_0, 0.0, 654, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 12288.0, 0.120218, 1W16C8B, 1W16C8B, 
435, Sigmoid_156, Sigmoid_156, NPU, Sigmoid_156, 0.0, 655, 124224.0, 0.177463, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6144.0, 0.177463, 1W16C8B, 1W16C8B, 
436, Sigmoid_156_KNOPT_dummy_bn_0, Mul_157, NPU, Sigmoid_156_KNOPT_dummy_bn_0, 0.0, 656, 8928.0, 0.012754, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 12288.0, 0.120218, 1W16C8B, 1W16C8B_INTLV, 
290, Mul_157, Mul_157, NPU, Mul_157, 0.0, 657, 16320.0, 0.023314, 0.0, 0.0, 0.0, 0.0, 819200.0, 0.0, 6144.0, 0.130658, 1W16C8B_INTLV, 1W16C8B, 
291, Mul_157_split_KNOPT_dummy_bn_0, Conv_158, NPU, Mul_157_split_KNOPT_dummy_bn_0, 0.0, 666, 7440.0, 0.010629, 0.0, 819200.0, 0.0, 0.0, 819200.0, 0.0, 8192.0, 0.225211, 1W16C8B, 1W16C8B, 
125, Conv_158, Conv_158, NPU, Conv_158, 1.0, 668, 1124352.0, 1.606217, 0.0, 819200.0, 0.0, 0.0, 0.0, 0.0, 163840.0, 1.713586, 1W16C8B, 1W16C8B, 
127, Conv_158_split_KNOPT_dummy_bn_1, Mul_160, NPU, Conv_158_split_KNOPT_dummy_bn_1, 0.0, 669, 2040.0, 0.002914, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
126, Conv_158_split_KNOPT_dummy_bn_0, Sigmoid_159, NPU, Conv_158_split_KNOPT_dummy_bn_0, 0.0, 670, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
437, Sigmoid_159, Sigmoid_159, NPU, Sigmoid_159, 0.0, 671, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
438, Sigmoid_159_KNOPT_dummy_bn_0, Mul_160, NPU, Sigmoid_159_KNOPT_dummy_bn_0, 0.0, 672, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
293, Mul_160, Mul_160, NPU, Mul_160, 0.0, 673, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
294, Mul_160_KNOPT_dummy_bn_0, Concat_161, NPU, Mul_160_KNOPT_dummy_bn_0, 0.0, 674, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 204800.0, 0.0, 4096.0, 0.029774, 1W16C8B, 1W16C8B, 
41, Concat_161_split_KNOPT_dummy_bn_0, Conv_162, NPU, Concat_161_split_KNOPT_dummy_bn_0, 0.0, 676, 4080.0, 0.005829, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.059494, 1W16C8B, 1W16C8B, 
129, Conv_162, Conv_162, NPU, Conv_162, 0.0, 677, 66480.0, 0.094971, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 65536.0, 0.094971, 1W16C8B, 1W16C8B, 
131, Conv_162_split_KNOPT_dummy_bn_1, Mul_164, NPU, Conv_162_split_KNOPT_dummy_bn_1, 0.0, 678, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
130, Conv_162_split_KNOPT_dummy_bn_0, Sigmoid_163, NPU, Conv_162_split_KNOPT_dummy_bn_0, 0.0, 679, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
439, Sigmoid_163, Sigmoid_163, NPU, Sigmoid_163, 0.0, 680, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
440, Sigmoid_163_KNOPT_dummy_bn_0, Mul_164, NPU, Sigmoid_163_KNOPT_dummy_bn_0, 0.0, 681, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
295, Mul_164, Mul_164, NPU, Mul_164, 0.0, 682, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
296, Mul_164_KNOPT_dummy_bn_0, Conv_165, NPU, Mul_164_KNOPT_dummy_bn_0, 0.0, 683, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
132, Conv_165, Conv_165, NPU, Conv_165, 0.0, 684, 32240.0, 0.046057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 32768.0, 0.046057, 1W16C8B, 1W16C8B, 
134, Conv_165_split_KNOPT_dummy_bn_1, Mul_167, NPU, Conv_165_split_KNOPT_dummy_bn_1, 0.0, 685, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
133, Conv_165_split_KNOPT_dummy_bn_0, Sigmoid_166, NPU, Conv_165_split_KNOPT_dummy_bn_0, 0.0, 686, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
441, Sigmoid_166, Sigmoid_166, NPU, Sigmoid_166, 0.0, 687, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
442, Sigmoid_166_KNOPT_dummy_bn_0, Mul_167, NPU, Sigmoid_166_KNOPT_dummy_bn_0, 0.0, 688, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
297, Mul_167, Mul_167, NPU, Mul_167, 0.0, 689, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
298, Mul_167_KNOPT_dummy_bn_0, Conv_168, NPU, Mul_167_KNOPT_dummy_bn_0, 0.0, 690, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
135, Conv_168, Conv_168, NPU, Conv_168, 0.0, 691, 295680.0, 0.422400, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 163840.0, 0.422400, 1W16C8B, 1W16C8B, 
137, Conv_168_split_KNOPT_dummy_bn_1, Mul_170, NPU, Conv_168_split_KNOPT_dummy_bn_1, 0.0, 692, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
136, Conv_168_split_KNOPT_dummy_bn_0, Sigmoid_169, NPU, Conv_168_split_KNOPT_dummy_bn_0, 0.0, 693, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
443, Sigmoid_169, Sigmoid_169, NPU, Sigmoid_169, 0.0, 694, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
444, Sigmoid_169_KNOPT_dummy_bn_0, Mul_170, NPU, Sigmoid_169_KNOPT_dummy_bn_0, 0.0, 695, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
299, Mul_170, Mul_170, NPU, Mul_170, 0.0, 696, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
44, Concat_174_KNOPT_dummy_bn_0, Concat_174, NPU, Concat_174_KNOPT_dummy_bn_0, 0.0, 697, 2040.0, 0.002914, 0.0, 409600.0, 0.0, 0.0, 204800.0, 0.0, 4096.0, 0.083439, 1W16C8B, 1W16C8B, 
42, Concat_161_split_KNOPT_dummy_bn_1, Conv_171, NPU, Concat_161_split_KNOPT_dummy_bn_1, 0.0, 698, 4080.0, 0.005829, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.005829, 1W16C8B, 1W16C8B, 
140, Conv_171, Conv_171, NPU, Conv_171, 0.0, 699, 66480.0, 0.094971, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 65536.0, 0.094971, 1W16C8B, 1W16C8B, 
142, Conv_171_split_KNOPT_dummy_bn_1, Mul_173, NPU, Conv_171_split_KNOPT_dummy_bn_1, 0.0, 700, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
141, Conv_171_split_KNOPT_dummy_bn_0, Sigmoid_172, NPU, Conv_171_split_KNOPT_dummy_bn_0, 0.0, 701, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B, 
446, Sigmoid_172, Sigmoid_172, NPU, Sigmoid_172, 0.0, 702, 26160.0, 0.037371, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.037371, 1W16C8B, 1W16C8B, 
447, Sigmoid_172_KNOPT_dummy_bn_0, Mul_173, NPU, Sigmoid_172_KNOPT_dummy_bn_0, 0.0, 703, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.002914, 1W16C8B, 1W16C8B_INTLV, 
300, Mul_173, Mul_173, NPU, Mul_173, 0.0, 704, 3520.0, 0.005029, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2048.0, 0.005029, 1W16C8B_INTLV, 1W16C8B, 
301, Mul_173_KNOPT_dummy_bn_0, Concat_174, NPU, Mul_173_KNOPT_dummy_bn_0, 0.0, 705, 2040.0, 0.002914, 0.0, 0.0, 0.0, 0.0, 204800.0, 0.0, 4096.0, 0.029774, 1W16C8B, 1W16C8B, 
143, Conv_175, Conv_175, NPU, Conv_175, 0.0, 707, 132960.0, 0.189943, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 131072.0, 0.243609, 1W16C8B, 1W16C8B, 
145, Conv_175_split_KNOPT_dummy_bn_1, Mul_177, NPU, Conv_175_split_KNOPT_dummy_bn_1, 0.0, 708, 4896.0, 0.006994, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 16384.0, 0.060713, 1W16C8B, 1W16C8B_INTLV, 
144, Conv_175_split_KNOPT_dummy_bn_0, Sigmoid_176, NPU, Conv_175_split_KNOPT_dummy_bn_0, 0.0, 710, 4080.0, 0.005829, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.005829, 1W16C8B, 1W16C8B, 
448, Sigmoid_176, Sigmoid_176, NPU, Sigmoid_176, 0.0, 711, 52320.0, 0.074743, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.074743, 1W16C8B, 1W16C8B, 
449, Sigmoid_176_KNOPT_dummy_bn_0, Mul_177, NPU, Sigmoid_176_KNOPT_dummy_bn_0, 0.0, 712, 4896.0, 0.006994, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.060793, 1W16C8B, 1W16C8B_INTLV, 
302, Mul_177, Mul_177, NPU, Mul_177, 0.0, 713, 8448.0, 0.012069, 0.0, 0.0, 0.0, 0.0, 409600.0, 0.0, 8192.0, 0.065787, 1W16C8B_INTLV, 1W16C8B, 
303, Mul_177_split_KNOPT_dummy_bn_0, Conv_178, NPU, Mul_177_split_KNOPT_dummy_bn_0, 0.0, 716, 4080.0, 0.005829, 0.0, 409600.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.059494, 1W16C8B, 1W16C8B, 
146, Conv_178, Conv_178, NPU, Conv_178, 1.0, 717, 1185792.0, 1.693989, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 655360.0, 1.693989, 1W16C8B, 1W16C8B, 
148, Conv_178_split_KNOPT_dummy_bn_1, Mul_180, NPU, Conv_178_split_KNOPT_dummy_bn_1, 0.0, 718, 1440.0, 0.002057, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
147, Conv_178_split_KNOPT_dummy_bn_0, Sigmoid_179, NPU, Conv_178_split_KNOPT_dummy_bn_0, 0.0, 719, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
450, Sigmoid_179, Sigmoid_179, NPU, Sigmoid_179, 0.0, 720, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
451, Sigmoid_179_KNOPT_dummy_bn_0, Mul_180, NPU, Sigmoid_179_KNOPT_dummy_bn_0, 0.0, 721, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
306, Mul_180, Mul_180, NPU, Mul_180, 0.0, 722, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
307, Mul_180_KNOPT_dummy_bn_0, Concat_181, NPU, Mul_180_KNOPT_dummy_bn_0, 0.0, 723, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
46, Concat_181_split_KNOPT_dummy_bn_0, Conv_182, NPU, Concat_181_split_KNOPT_dummy_bn_0, 0.0, 725, 2880.0, 0.004114, 0.0, 204800.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.031014, 1W16C8B, 1W16C8B, 
149, Conv_182, Conv_182, NPU, Conv_182, 0.0, 726, 95328.0, 0.136183, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 262144.0, 0.136183, 1W16C8B, 1W16C8B, 
151, Conv_182_split_KNOPT_dummy_bn_1, Mul_184, NPU, Conv_182_split_KNOPT_dummy_bn_1, 0.0, 727, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
150, Conv_182_split_KNOPT_dummy_bn_0, Sigmoid_183, NPU, Conv_182_split_KNOPT_dummy_bn_0, 0.0, 728, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
453, Sigmoid_183, Sigmoid_183, NPU, Sigmoid_183, 0.0, 729, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
454, Sigmoid_183_KNOPT_dummy_bn_0, Mul_184, NPU, Sigmoid_183_KNOPT_dummy_bn_0, 0.0, 730, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
308, Mul_184, Mul_184, NPU, Mul_184, 0.0, 731, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
309, Mul_184_KNOPT_dummy_bn_0, Conv_185, NPU, Mul_184_KNOPT_dummy_bn_0, 0.0, 732, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
152, Conv_185, Conv_185, NPU, Conv_185, 0.0, 733, 47712.0, 0.068160, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 131072.0, 0.068160, 1W16C8B, 1W16C8B, 
154, Conv_185_split_KNOPT_dummy_bn_1, Mul_187, NPU, Conv_185_split_KNOPT_dummy_bn_1, 0.0, 734, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
153, Conv_185_split_KNOPT_dummy_bn_0, Sigmoid_186, NPU, Conv_185_split_KNOPT_dummy_bn_0, 0.0, 735, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
455, Sigmoid_186, Sigmoid_186, NPU, Sigmoid_186, 0.0, 736, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
456, Sigmoid_186_KNOPT_dummy_bn_0, Mul_187, NPU, Sigmoid_186_KNOPT_dummy_bn_0, 0.0, 737, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
310, Mul_187, Mul_187, NPU, Mul_187, 0.0, 738, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
311, Mul_187_KNOPT_dummy_bn_0, Conv_188, NPU, Mul_187_KNOPT_dummy_bn_0, 0.0, 739, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
155, Conv_188, Conv_188, NPU, Conv_188, 0.0, 740, 320256.0, 0.457509, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 655360.0, 0.457509, 1W16C8B, 1W16C8B, 
157, Conv_188_split_KNOPT_dummy_bn_1, Mul_190, NPU, Conv_188_split_KNOPT_dummy_bn_1, 0.0, 741, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
156, Conv_188_split_KNOPT_dummy_bn_0, Sigmoid_189, NPU, Conv_188_split_KNOPT_dummy_bn_0, 0.0, 742, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
457, Sigmoid_189, Sigmoid_189, NPU, Sigmoid_189, 0.0, 743, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
458, Sigmoid_189_KNOPT_dummy_bn_0, Mul_190, NPU, Sigmoid_189_KNOPT_dummy_bn_0, 0.0, 744, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
313, Mul_190, Mul_190, NPU, Mul_190, 0.0, 745, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
50, Concat_194_KNOPT_dummy_bn_0, Concat_194, NPU, Concat_194_KNOPT_dummy_bn_0, 0.0, 746, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
47, Concat_181_split_KNOPT_dummy_bn_1, Conv_191, NPU, Concat_181_split_KNOPT_dummy_bn_1, 0.0, 747, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
158, Conv_191, Conv_191, NPU, Conv_191, 0.0, 748, 95328.0, 0.136183, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 262144.0, 0.136183, 1W16C8B, 1W16C8B, 
160, Conv_191_split_KNOPT_dummy_bn_1, Mul_193, NPU, Conv_191_split_KNOPT_dummy_bn_1, 0.0, 749, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
159, Conv_191_split_KNOPT_dummy_bn_0, Sigmoid_192, NPU, Conv_191_split_KNOPT_dummy_bn_0, 0.0, 750, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B, 
459, Sigmoid_192, Sigmoid_192, NPU, Sigmoid_192, 0.0, 751, 16032.0, 0.022903, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.022903, 1W16C8B, 1W16C8B, 
460, Sigmoid_192_KNOPT_dummy_bn_0, Mul_193, NPU, Sigmoid_192_KNOPT_dummy_bn_0, 0.0, 752, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.002057, 1W16C8B, 1W16C8B_INTLV, 
314, Mul_193, Mul_193, NPU, Mul_193, 0.0, 753, 2256.0, 0.003223, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4096.0, 0.003223, 1W16C8B_INTLV, 1W16C8B, 
315, Mul_193_KNOPT_dummy_bn_0, Concat_194, NPU, Mul_193_KNOPT_dummy_bn_0, 0.0, 754, 1440.0, 0.002057, 0.0, 0.0, 0.0, 0.0, 102400.0, 0.0, 8192.0, 0.015448, 1W16C8B, 1W16C8B, 
161, Conv_195, Conv_195, NPU, Conv_195, 0.0, 756, 190656.0, 0.272366, 0.0, 204800.0, 0.0, 0.0, 0.0, 0.0, 524288.0, 0.299265, 1W16C8B, 1W16C8B, 
163, Conv_195_split_KNOPT_dummy_bn_1, Mul_197, NPU, Conv_195_split_KNOPT_dummy_bn_1, 0.0, 757, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B_INTLV, 
162, Conv_195_split_KNOPT_dummy_bn_0, Sigmoid_196, NPU, Conv_195_split_KNOPT_dummy_bn_0, 0.0, 758, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
461, Sigmoid_196, Sigmoid_196, NPU, Sigmoid_196, 0.0, 759, 32064.0, 0.045806, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.045806, 1W16C8B, 1W16C8B, 
462, Sigmoid_196_KNOPT_dummy_bn_0, Mul_197, NPU, Sigmoid_196_KNOPT_dummy_bn_0, 0.0, 760, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B_INTLV, 
316, Mul_197, Mul_197, NPU, Mul_197, 0.0, 761, 4512.0, 0.006446, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.006446, 1W16C8B_INTLV, 1W16C8B, 
317, Mul_197_KNOPT_dummy_bn_0, Conv_236, NPU, Mul_197_KNOPT_dummy_bn_0, 0.0, 762, 2880.0, 0.004114, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.004114, 1W16C8B, 1W16C8B, 
170, Conv_236, Conv_236, NPU, Conv_236, 0.0, 763, 95328.0, 0.136183, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 262144.0, 0.136183, 1W16C8B, 1W16C8B, 
396, Reshape_237, Reshape_237, NPU & CPU, cpu_fusion_node_Reshape_237, 0.0, 765, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, 16W1C8B, RAW8, 
521, Transpose_238, Transpose_238, CPU, cpu_fusion_node_Transpose_238, 0.0, 766, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
468, Sigmoid_239, Sigmoid_239, CPU, cpu_fusion_node_Sigmoid_239, 0.0, 767, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
529, onnx::Mul_417, onnx::Mul_417, CPU, cpu_fusion_node_onnx::Mul_417, 0.0, 768, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
329, Mul_242, Mul_242, CPU, cpu_fusion_node_Mul_242, 0.0, 769, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
5, Add_244, Add_244, CPU, cpu_fusion_node_Add_244, 0.0, 770, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
330, Mul_246, Mul_246, CPU, cpu_fusion_node_Mul_246, 0.0, 771, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
530, onnx::Mul_418, onnx::Mul_418, CPU, cpu_fusion_node_onnx::Mul_418, 0.0, 772, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
331, Mul_248, Mul_248, CPU, cpu_fusion_node_Mul_248, 0.0, 773, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
391, Pow_250, Pow_250, CPU, cpu_fusion_node_Pow_250, 0.0, 774, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
333, Mul_252, Mul_252, CPU, cpu_fusion_node_Mul_252, 0.0, 775, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
524, onnx::Concat_419, onnx::Concat_419, CPU, cpu_fusion_node_onnx::Concat_419, 0.0, 776, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
53, Concat_253, Concat_253, CPU, cpu_fusion_node_Concat_253, 0.0, 777, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
397, Reshape_254, Reshape_254, CPU, cpu_fusion_node_Reshape_254_TxpOpt_reshape, 0.0, 778, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
69, Concat_255_KNOPT_dummy_bn_2_pre_transpose, Concat_255, CPU, cpu_fusion_node_Reshape_254_TxpOpt_reshape, 0.0, 778, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
68, Concat_255_KNOPT_dummy_bn_2_pre_reshape, Concat_255, CPU, cpu_fusion_node_Reshape_254_TxpOpt_reshape, 0.0, 778, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
65, Concat_255_KNOPT_dummy_bn_2, Concat_255, NPU, cpu_fusion_node_Reshape_254_TxpOpt_reshape_KNERON_REFORMAT_next_0, 0.0, 779, 129600.0, 0.185143, 0.0, 1632000.0, 0.0, 0.0, 102000.0, 0.0, 38400.0, 0.412322, 16W1C8B, 1W16C8B, 
304, Mul_177_split_KNOPT_dummy_bn_1, Conv_217, NPU, Mul_177_split_KNOPT_dummy_bn_1, 0.0, 782, 4080.0, 0.005829, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8192.0, 0.005829, 1W16C8B, 1W16C8B, 
168, Conv_217, Conv_217, NPU, Conv_217, 0.0, 783, 132960.0, 0.189943, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 131072.0, 0.189943, 1W16C8B, 1W16C8B, 
394, Reshape_218, Reshape_218, NPU & CPU, cpu_fusion_node_Reshape_218, 0.0, 785, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, 16W1C8B, RAW8, 
520, Transpose_219, Transpose_219, CPU, cpu_fusion_node_Transpose_219, 0.0, 786, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
467, Sigmoid_220, Sigmoid_220, CPU, cpu_fusion_node_Sigmoid_220, 0.0, 787, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
527, onnx::Mul_379, onnx::Mul_379, CPU, cpu_fusion_node_onnx::Mul_379, 0.0, 788, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
324, Mul_223, Mul_223, CPU, cpu_fusion_node_Mul_223, 0.0, 789, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
4, Add_225, Add_225, CPU, cpu_fusion_node_Add_225, 0.0, 790, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
325, Mul_227, Mul_227, CPU, cpu_fusion_node_Mul_227, 0.0, 791, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
528, onnx::Mul_380, onnx::Mul_380, CPU, cpu_fusion_node_onnx::Mul_380, 0.0, 792, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
326, Mul_229, Mul_229, CPU, cpu_fusion_node_Mul_229, 0.0, 793, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
390, Pow_231, Pow_231, CPU, cpu_fusion_node_Pow_231, 0.0, 794, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
328, Mul_233, Mul_233, CPU, cpu_fusion_node_Mul_233, 0.0, 795, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
523, onnx::Concat_381, onnx::Concat_381, CPU, cpu_fusion_node_onnx::Concat_381, 0.0, 796, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
52, Concat_234, Concat_234, CPU, cpu_fusion_node_Concat_234, 0.0, 797, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
63, Concat_255_KNOPT_dummy_bn_1_pre_reshape, Concat_255, CPU, cpu_fusion_node_Reshape_235_TxpOpt_reshape, 0.0, 798, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
64, Concat_255_KNOPT_dummy_bn_1_pre_transpose, Concat_255, CPU, cpu_fusion_node_Reshape_235_TxpOpt_reshape, 0.0, 798, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
395, Reshape_235, Reshape_235, CPU, cpu_fusion_node_Reshape_235_TxpOpt_reshape, 0.0, 798, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
60, Concat_255_KNOPT_dummy_bn_1, Concat_255, NPU, cpu_fusion_node_Reshape_235_TxpOpt_reshape_KNERON_REFORMAT_next_0, 0.0, 799, 691200.0, 0.987429, 0.0, 6528000.0, 0.0, 0.0, 408000.0, 0.0, 614400.0, 1.895635, 16W1C8B, 1W16C8B, 
292, Mul_157_split_KNOPT_dummy_bn_1, Conv_198, NPU, Mul_157_split_KNOPT_dummy_bn_1, 0.0, 808, 8928.0, 0.012754, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 16384.0, 0.012754, 1W16C8B, 1W16C8B, 
164, Conv_198, Conv_198, NPU, Conv_198, 0.0, 809, 364416.0, 0.520594, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 262144.0, 0.520594, 1W16C8B, 1W16C8B, 
392, Reshape_199, Reshape_199, NPU & CPU, cpu_fusion_node_Reshape_199, 0.0, 820, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, 16W1C8B, RAW8, 
519, Transpose_200, Transpose_200, CPU, cpu_fusion_node_Transpose_200, 0.0, 821, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
464, Sigmoid_201, Sigmoid_201, CPU, cpu_fusion_node_Sigmoid_201, 0.0, 822, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
525, onnx::Mul_341, onnx::Mul_341, CPU, cpu_fusion_node_onnx::Mul_341, 0.0, 823, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
319, Mul_204, Mul_204, CPU, cpu_fusion_node_Mul_204, 0.0, 824, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
3, Add_206, Add_206, CPU, cpu_fusion_node_Add_206, 0.0, 825, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
320, Mul_208, Mul_208, CPU, cpu_fusion_node_Mul_208, 0.0, 826, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
526, onnx::Mul_342, onnx::Mul_342, CPU, cpu_fusion_node_onnx::Mul_342, 0.0, 827, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
321, Mul_210, Mul_210, CPU, cpu_fusion_node_Mul_210, 0.0, 828, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
389, Pow_212, Pow_212, CPU, cpu_fusion_node_Pow_212, 0.0, 829, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
322, Mul_214, Mul_214, CPU, cpu_fusion_node_Mul_214, 0.0, 830, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
522, onnx::Concat_343, onnx::Concat_343, CPU, cpu_fusion_node_onnx::Concat_343, 0.0, 831, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
51, Concat_215, Concat_215, CPU, cpu_fusion_node_Concat_215, 0.0, 832, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, RAW8, 
58, Concat_255_KNOPT_dummy_bn_0_pre_reshape, Concat_255, CPU, cpu_fusion_node_Reshape_216_TxpOpt_reshape, 0.0, 833, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
59, Concat_255_KNOPT_dummy_bn_0_pre_transpose, Concat_255, CPU, cpu_fusion_node_Reshape_216_TxpOpt_reshape, 0.0, 833, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
393, Reshape_216, Reshape_216, CPU, cpu_fusion_node_Reshape_216_TxpOpt_reshape, 0.0, 833, 0.0, 0.000000, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000000, RAW8, 16W1C8B, 
55, Concat_255_KNOPT_dummy_bn_0, Concat_255, NPU, cpu_fusion_node_Reshape_216_TxpOpt_reshape_KNERON_REFORMAT_next_0, 0.0, 834, 5011200.0, 7.158857, 7.0, 921600.0, 0.0, 5.0, 0.0, 0.0, 8908800.0, 7.279694, 16W1C8B, 1W16C8B, 
25, Concat_100, Concat_100, FUSED, Concat_100, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
26, Concat_110, Concat_110, FUSED, Concat_110, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
28, Concat_119, Concat_119, FUSED, Concat_119, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
32, Concat_132, Concat_132, FUSED, Concat_132, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
34, Concat_141, Concat_141, FUSED, Concat_141, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
38, Concat_154, Concat_154, FUSED, Concat_154, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
40, Concat_161, Concat_161, FUSED, Concat_161, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
43, Concat_174, Concat_174, FUSED, Concat_174, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
45, Concat_181, Concat_181, FUSED, Concat_181, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
48, Concat_19, Concat_19, FUSED, Concat_19, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
49, Concat_194, Concat_194, FUSED, Concat_194, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
54, Concat_255, Concat_255, FUSED, Concat_255, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
56, Concat_255_KNOPT_dummy_bn_0_post_reshape, Concat_255, FUSED, None, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 
57, Concat_255_KNOPT_dummy_bn_0_post_transpose, Concat_255, FUSED, None, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 
61, Concat_255_KNOPT_dummy_bn_1_post_reshape, Concat_255, FUSED, None, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 
62, Concat_255_KNOPT_dummy_bn_1_post_transpose, Concat_255, FUSED, None, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 
66, Concat_255_KNOPT_dummy_bn_2_post_reshape, Concat_255, FUSED, None, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 
67, Concat_255_KNOPT_dummy_bn_2_post_transpose, Concat_255, FUSED, None, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 
70, Concat_46, Concat_46, FUSED, Concat_46, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
72, Concat_80, Concat_80, FUSED, Concat_80, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 1W16C8B, 1W16C8B, 
388, OutputNode_output0, OutputNode_output0, FUSED, OutputNode_output0, NaN, <NA>, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, NaN, 

/docker_mount/yolov5/data/images/bus.jpg
/docker_mount/yolov5/data/images/zidane.jpg
/workspace/.tmp/models/input/input/output/compiler_720/ioinfo.json has been added to the bie (/workspace/.tmp/models/input/input/output/knerex_720/input.kdp720.scaled.bie).
 Success for model "input/input" when running "general/Success"


===========================================
=            report on flow status        =
===========================================

                 kdp720                                                                                                                     ... general                                                                              
                    FPS compiler frontend knerex compiler_cfg compiler compiler hw info                                           cpu_node  ... Success clean_opt nef_model_id gen_fx_report model oversize post_clean onnx size (MB)
category case                                                                                                                               ...                                                                                      
input    input  10.4668                 ✓      ✓            ✓        ✓                ✓  Add: Add_206, Add_225, Add_244//Concat: Concat...  ...       ✓         ✓        32768             ✓              ✓          ✓             28

[1 rows x 20 columns]




Fixed-point analysis done. Saved bie model to '/docker_mount/nef_730_result/yolov5/input.kdp720.scaled.bie'
[tool][info][batch_compile.cc:1179][main] Use compiler built by commit [cd711186]
[tool][info][batch_compile.cc:513][BatchCompile] compiling input.kdp720.scaled.bie
[common][info][compile.cc:59][LoadCfg] Loading config.
[piano][debug][graph.cc:203][constructGraph] Start constructing graph.
[common][info][compile_utils.cc:522][OptimizeGraph] (FE) optimize graph [1/1]
[graph][info][graph_opt_fe.cc:45][GraphOptFE] Graph is generated from optimized graph, skip graph optimization
[common][info][compile_utils.cc:537][OptimizeGraph] (BE) optimize graph [1/1]
[common][info][tgt_graph_gen.cc:44][GraphOptBE] Working on hardware relevant optimizations.
[common][info][knerex_fp.cc:33][ReWriteKnerexInfo] radix_json specified, rewrite FP info.
[common][info][knerex_fp.cc:52][PatchKnerexInfo] patch FP info.
[common][info][tgt_post_process.cc:488][BeethovenPostProcess] Working on graph post process
[piano][debug][generate_onnx.cc:85][GenerateDebugOnnxFromGraph] Export debug ONNX to [debug.onnx]
[common][info][compile.cc:274][CompileSubGraph] Lowering IR
[cmd][info][cmd_node_gen.cc:500][CutAnalysis] Cutting image
[cmd][debug][node_gen_utils.cc:156][CollectWeights] Totally 1229 weight nodes found in graph.
[fmcut][info][img_cut.cc:65][ImageCut] Start image cut with mode [default]
[mmu][info][mmu.cc:1790][MemoryManagement] Allocationg memory
[mmu][info][mmu.cc:542][LogStat] CNODE: cnt [1108], npu [1066], cpu [42]
[mmu][info][mmu.cc:545][LogStat] DRAM: in buf size [2041600]
[mmu][info][mmu.cc:546][LogStat] DRAM: out buf size [34272000]
[mmu][info][mmu.cc:547][LogStat] DRAM: work buf size [38673200]
[mmu][info][mmu.cc:549][LogStat] RDMA: cnt [481], opt_cnt [204], size [155851360]
[mmu][info][mmu.cc:550][LogStat] WDMA: cnt [389], opt_cnt [389], size [126863200]
[mmu][info][mmu.cc:551][LogStat] PFUNC: cnt [94], opt_cnt [1]
[mmu][info][mmu.cc:552][LogStat] Inplace OP: cnt [135]
[common][info][compile.cc:277][CompileSubGraph] Generating weight
[wt][debug][wt_common.cc:13][MergeContWtInfo] merge continuous weight infos
[common][info][compile.cc:280][CompileSubGraph] Generating command
[cmd][info][cmd_generator.cc:653][GenCmds] Generate commands based on [1108] cmd nodes
[cmd][info][cmd_generator.cc:2556][RemoveRedundantConfCmd] 40220 out of 52239 CONF cmds are optimized out
[cmd][info][cmd_generator.cc:563][Generate] Total GETW: [31444992] bytes, refetch: [2350592] bytes
[common][info][compile.cc:306][CompileSubGraph] input [7], output [1], wt [13552640], cmd [59472], fw [427444], in_buf [2041600], out_buf [34272000], data_buf [38673200]
[common][debug][addr_info.cc:155][CheckMemRegion] Memory region [input]: [0x80220000-0x80412700]
[common][debug][addr_info.cc:155][CheckMemRegion] Memory region [output]: [0x80412700-0x824c1a00]
[common][debug][addr_info.cc:155][CheckMemRegion] Memory region [cmd]: [0x849a3540-0x849b1d90]
[common][debug][addr_info.cc:155][CheckMemRegion] Memory region [weight]: [0x849b1dc0-0x8569e9c0]
[common][debug][addr_info.cc:155][CheckMemRegion] Memory region [dram]: [0x824c1a00-0x849a3530]
[common][debug][addr_info.cc:155][CheckMemRegion] Memory region [sram]: [0xd0000000-0xd0000000]
[common][debug][addr_info.cc:155][CheckMemRegion] Memory region [cpu_tmp]: [0x849a3540-0x849a3540]
[common][info][compile.cc:320][CompileSubGraph] Compilation completed.
[tool][debug][batch_compile.cc:539][BatchCompile] max input size:0x001f2700
[tool][debug][batch_compile.cc:540][BatchCompile] max output size:0x020af300
[tool][debug][batch_compile.cc:541][BatchCompile] max wbuf size:0x024e1b30
[tool][info][batch_compile.cc:551][LayoutBins] Re-layout binaries
[tool][info][batch_compile.cc:601][LayoutBins] output start: 0x824c1a00, end: 0x824c1a00
[tool][debug][batch_compile.cc:623][LayoutBins] Layout address input: 80220000, output: 80412700, wbuf: 824c1a00
[tool][debug][batch_compile.cc:626][LayoutBins] Layout address cmd: 849a3530, weight: 849b1d80, setup: 8569e980
[tool][info][batch_compile.cc:711][CombineAllBin] Combine all bin files of all models into all_models.bin
[tool][debug][batch_compile.cc:720][operator()] write file input_modelid_211/command.bin with len 59472 at pos 0
[tool][debug][batch_compile.cc:720][operator()] write file input_modelid_211/weight.bin with len 13552640 at pos 59472
[tool][debug][batch_compile.cc:720][operator()] write file input_modelid_211/setup.bin with len 427444 at pos 13612112
[tool][info][batch_compile.cc:787][WriteFwInfo] Generate firmware info to fw_info.txt & fw_info.bin
[tool][info][batch_compile.cc:653][VerifyOutput] 
=> 1 models
[tool][info][batch_compile.cc:661][VerifyOutput]      id: 211
[tool][info][batch_compile.cc:662][VerifyOutput]      version: 0x1
[tool][info][batch_compile.cc:667][VerifyOutput]      addr: 0x80220000, size: 0x1f2700
[tool][info][batch_compile.cc:667][VerifyOutput]      addr: 0x80412700, size: 0x20af300
[tool][info][batch_compile.cc:667][VerifyOutput]      addr: 0x824c1a00, size: 0x24e1b30
[tool][info][batch_compile.cc:667][VerifyOutput]      addr: 0x849a3530, size: 0xe850
[tool][info][batch_compile.cc:667][VerifyOutput]      addr: 0x849b1d80, size: 0xcecc00
[tool][info][batch_compile.cc:667][VerifyOutput]      addr: 0x8569e980, size: 0x685b4
[tool][info][batch_compile.cc:670][VerifyOutput] 

[tool][info][batch_compile.cc:674][VerifyOutput]   end addr 0x85706f34, 
[tool][info][batch_compile.cc:676][VerifyOutput] total bin size 0xd63a04
[common][debug][archiver.cc:492][GenFWBinData] NEF included crc information
[tool][info][batch_compile.cc:1236][main] batch_compile complete[0]

Compile done. Saved Nef file to '/docker_mount/nef_730_result/yolov5/models_720.nef'