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加载预编译模型失败 #56

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rzzhangtao opened this issue Nov 7, 2023 · 4 comments
Open

加载预编译模型失败 #56

rzzhangtao opened this issue Nov 7, 2023 · 4 comments

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@rzzhangtao
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在rv1126板子上（rknn runtime版本为1.7.5），通过C接口调用生成预编译模型并保存到文件中。
然后在该环境中加载上述预编译模型，返回错误码-6，请问可以如何解决？

捞取的信息如下：
Loading rknn_pre_compile.rknn...
librknn_runtime version 1.7.5 (ccb93f1 build: 2023-07-18 10:56:29 base: 1131)
E [parseModel:145]Invalid RKNN model:1313689686 vs 65550
rknn_init error ret=-6
ExtractorRknn fail
@eRaul
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eRaul commented Nov 14, 2023

生成出来的预编译模型是不是只有几kb，这样的预编译模型是有问题的。执行export RKNN_LOG_LEVEL=5命令，然后再运行预编译日志，把预编译的日志发出来看下。

@rzzhangtao
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这个模型不是只有几KB的情况，大小是正常的。原始rknn模型大小为6.9MB，生成的预编译模型大小为5.7MB。

执行export RKNN_LOG_LEVEL=5后，预编译生成的日志如下：
Loading mode modified_person_helmet-20230930.onnx.rknn...
librknn_runtime version 1.7.5 (ccb93f1 build: 2023-07-18 10:56:29 base: 1131)
D [vnn_CreateRKNN:5867]current chip platform = RK1109

D [set_chip_platform_env:229]evaluate model on RV1126
I [vnn_CreateRKNN:6121]rknn model optimization_level=3
I [vnn_CreateRKNN:6143]output_fmt=0
I [rknn_CreateGraph:478]OVXLIB_VERSION==1.1.31
I [setup_client_ops:5587]setup_client_ops num=0
I [setup_client_ops:5712]setup_client_ops finish
I [register_client_ops:5731]register_client_ops num=0
I [register_client_ops:5749]register_client_ops finish
I [vnn_CreateRKNN:6268]Norm tensor initialize
D [setup_norm_tensor:5042]tensor id=0, name=Sigmoid_Sigmoid_201/out0_0, opt = 0, attr.opt =0

D [setup_norm_tensor:5042]tensor id=1, name=Sigmoid_Sigmoid_203/out0_1, opt = 0, attr.opt =0

D [setup_norm_tensor:5042]tensor id=2, name=Sigmoid_Sigmoid_205/out0_2, opt = 0, attr.opt =0

D [setup_norm_tensor:5042]tensor id=3, name=images_205, opt = 0, attr.opt =0

I [vnn_CreateRKNN:6283]Const tensor initialize
I [vnn_CreateRKNN:6298]Virtual tensor initialize
I [vnn_CreateRKNN:6310]Connection initialize
I [vnn_CreateRKNN:6320]graph io initialize
D [setup_node:441]Setup node id[0] uid[190] op[CONV2D] name[Conv_Conv_0_190]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 3] vtl[0] const[0] shape[ 640, 640, 3, 1 ] fmt[u8 ] qnt[ASM zp= 0, scale=0.003922]
D [print_tensor:146]in(1) : id[ 4] vtl[0] const[1] shape[ 6, 6, 3, 32 ] fmt[u8 ] qnt[ASM zp=131, scale=0.070797]
D [print_tensor:146]in(2) : id[ 5] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.000278]
D [print_tensor:146]out(0): id[ 124] vtl[1] const[0] shape[ 320, 320, 32, 1 ] fmt[u8 ] qnt[ASM zp=114, scale=0.372413]
D [setup_node:441]Setup node id[1] uid[175] op[SWISH] name[Sigmoid_Sigmoid_1_191_Mul_Mul_2_175]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 124] vtl[1] const[0] shape[ 320, 320, 32, 1 ] fmt[u8 ] qnt[ASM zp=114, scale=0.372413]
D [print_tensor:146]out(0): id[ 125] vtl[1] const[0] shape[ 320, 320, 32, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.207347]
D [setup_node:441]Setup node id[2] uid[174] op[CONV2D] name[Conv_Conv_3_174]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 125] vtl[1] const[0] shape[ 320, 320, 32, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.207347]
D [print_tensor:146]in(1) : id[ 6] vtl[0] const[1] shape[ 3, 3, 32, 64 ] fmt[u8 ] qnt[ASM zp=142, scale=0.007738]
D [print_tensor:146]in(2) : id[ 7] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.001604]
D [print_tensor:146]out(0): id[ 126] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp=130, scale=0.753578]
D [setup_node:441]Setup node id[3] uid[159] op[SWISH] name[Sigmoid_Sigmoid_4_160_Mul_Mul_5_159]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 126] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp=130, scale=0.753578]
D [print_tensor:146]out(0): id[ 127] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.371924]
D [setup_node:441]Setup node id[4] uid[145] op[CONV2D] name[Conv_Conv_16_145]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 127] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.371924]
D [print_tensor:146]in(1) : id[ 8] vtl[0] const[1] shape[ 1, 1, 64, 32 ] fmt[u8 ] qnt[ASM zp=176, scale=0.007201]
D [print_tensor:146]in(2) : id[ 9] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.002678]
D [print_tensor:146]out(0): id[ 128] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=183, scale=0.722165]
D [setup_node:441]Setup node id[5] uid[170] op[CONV2D] name[Conv_Conv_6_170]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 127] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.371924]
D [print_tensor:146]in(1) : id[ 10] vtl[0] const[1] shape[ 1, 1, 64, 32 ] fmt[u8 ] qnt[ASM zp=170, scale=0.003152]
D [print_tensor:146]in(2) : id[ 11] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.001172]
D [print_tensor:146]out(0): id[ 129] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=178, scale=0.249866]
D [setup_node:441]Setup node id[6] uid[132] op[SWISH] name[Sigmoid_Sigmoid_17_146_Mul_Mul_18_132]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 128] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=183, scale=0.722165]
D [print_tensor:146]out(0): id[ 130] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [setup_node:441]Setup node id[7] uid[157] op[SWISH] name[Sigmoid_Sigmoid_7_171_Mul_Mul_8_157]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 129] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=178, scale=0.249866]
D [print_tensor:146]out(0): id[ 131] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076973]
D [setup_node:441]Setup node id[8] uid[192] op[CONV2D] name[Conv_Conv_9_192]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 131] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076973]
D [print_tensor:146]in(1) : id[ 12] vtl[0] const[1] shape[ 1, 1, 32, 32 ] fmt[u8 ] qnt[ASM zp=163, scale=0.018862]
D [print_tensor:146]in(2) : id[ 13] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.001452]
D [print_tensor:146]out(0): id[ 132] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=195, scale=0.199908]
D [setup_node:441]Setup node id[9] uid[188] op[SWISH] name[Sigmoid_Sigmoid_10_189_Mul_Mul_11_188]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 132] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=195, scale=0.199908]
D [print_tensor:146]out(0): id[ 133] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048285]
D [setup_node:441]Setup node id[10] uid[172] op[CONV2D] name[Conv_Conv_12_172]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 133] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048285]
D [print_tensor:146]in(1) : id[ 14] vtl[0] const[1] shape[ 3, 3, 32, 32 ] fmt[u8 ] qnt[ASM zp=121, scale=0.013295]
D [print_tensor:146]in(2) : id[ 15] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.000642]
D [print_tensor:146]out(0): id[ 134] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=124, scale=0.217534]
D [setup_node:441]Setup node id[11] uid[158] op[SWISH] name[Sigmoid_Sigmoid_13_173_Mul_Mul_14_158]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 134] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=124, scale=0.217534]
D [print_tensor:146]out(0): id[ 135] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.112982]
D [setup_node:441]Setup node id[12] uid[144] op[ADD] name[Add_Add_15_144]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 131] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076973]
D [print_tensor:146]in(1) : id[ 135] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.112982]
D [print_tensor:146]out(0): id[ 136] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [setup_node:441]Setup node id[13] uid[131] op[CONCAT] name[Concat_Concat_19_131]
D [print_tensor:146]in(0) : id[ 136] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [print_tensor:146]in(1) : id[ 130] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [print_tensor:146]out(0): id[ 137] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [setup_node:441]Setup node id[14] uid[116] op[CONV2D] name[Conv_Conv_20_116]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 137] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [print_tensor:146]in(1) : id[ 16] vtl[0] const[1] shape[ 1, 1, 64, 64 ] fmt[u8 ] qnt[ASM zp=141, scale=0.005589]
D [print_tensor:146]in(2) : id[ 17] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.001156]
D [print_tensor:146]out(0): id[ 138] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp=161, scale=0.175178]
D [setup_node:441]Setup node id[15] uid[106] op[SWISH] name[Sigmoid_Sigmoid_21_117_Mul_Mul_22_106]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 138] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp=161, scale=0.175178]
D [print_tensor:146]out(0): id[ 139] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.065713]
D [setup_node:441]Setup node id[16] uid[104] op[CONV2D] name[Conv_Conv_23_104]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 139] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.065713]
D [print_tensor:146]in(1) : id[ 18] vtl[0] const[1] shape[ 3, 3, 64, 128 ] fmt[u8 ] qnt[ASM zp=121, scale=0.002588]
D [print_tensor:146]in(2) : id[ 19] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000170]
D [print_tensor:146]out(0): id[ 140] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=171, scale=0.090111]
D [setup_node:441]Setup node id[17] uid[93] op[SWISH] name[Sigmoid_Sigmoid_24_105_Mul_Mul_25_93]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 140] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=171, scale=0.090111]
D [print_tensor:146]out(0): id[ 141] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030701]
D [setup_node:441]Setup node id[18] uid[80] op[CONV2D] name[Conv_Conv_43_80]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 141] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030701]
D [print_tensor:146]in(1) : id[ 20] vtl[0] const[1] shape[ 1, 1, 128, 64 ] fmt[u8 ] qnt[ASM zp=124, scale=0.010764]
D [print_tensor:146]in(2) : id[ 21] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000330]
D [print_tensor:146]out(0): id[ 142] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=146, scale=0.076641]
D [setup_node:441]Setup node id[19] uid[125] op[CONV2D] name[Conv_Conv_26_125]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 141] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030701]
D [print_tensor:146]in(1) : id[ 22] vtl[0] const[1] shape[ 1, 1, 128, 64 ] fmt[u8 ] qnt[ASM zp=166, scale=0.003562]
D [print_tensor:146]in(2) : id[ 23] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000109]
D [print_tensor:146]out(0): id[ 143] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=178, scale=0.036697]
D [setup_node:441]Setup node id[20] uid[76] op[SWISH] name[Sigmoid_Sigmoid_44_79_Mul_Mul_45_76]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 142] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=146, scale=0.076641]
D [print_tensor:146]out(0): id[ 144] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [setup_node:441]Setup node id[21] uid[112] op[SWISH] name[Sigmoid_Sigmoid_27_126_Mul_Mul_28_112]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 143] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=178, scale=0.036697]
D [print_tensor:146]out(0): id[ 145] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 24, scale=0.011626]
D [setup_node:441]Setup node id[22] uid[142] op[CONV2D] name[Conv_Conv_29_142]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 145] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 24, scale=0.011626]
D [print_tensor:146]in(1) : id[ 24] vtl[0] const[1] shape[ 1, 1, 64, 64 ] fmt[u8 ] qnt[ASM zp=121, scale=0.017632]
D [print_tensor:146]in(2) : id[ 25] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000205]
D [print_tensor:146]out(0): id[ 146] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=137, scale=0.055454]
D [setup_node:441]Setup node id[23] uid[130] op[SWISH] name[Sigmoid_Sigmoid_30_143_Mul_Mul_31_130]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 146] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=137, scale=0.055454]
D [print_tensor:146]out(0): id[ 147] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.026718]
D [setup_node:441]Setup node id[24] uid[127] op[CONV2D] name[Conv_Conv_32_127]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 147] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.026718]
D [print_tensor:146]in(1) : id[ 26] vtl[0] const[1] shape[ 3, 3, 64, 64 ] fmt[u8 ] qnt[ASM zp=143, scale=0.002989]
D [print_tensor:146]in(2) : id[ 27] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000080]
D [print_tensor:146]out(0): id[ 148] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=157, scale=0.051463]
D [setup_node:441]Setup node id[25] uid[113] op[SWISH] name[Sigmoid_Sigmoid_33_128_Mul_Mul_34_113]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 148] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=157, scale=0.051463]
D [print_tensor:146]out(0): id[ 149] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 13, scale=0.020716]
D [setup_node:441]Setup node id[26] uid[101] op[ADD] name[Add_Add_35_101]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 145] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 24, scale=0.011626]
D [print_tensor:146]in(1) : id[ 149] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 13, scale=0.020716]
D [print_tensor:146]out(0): id[ 150] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 25, scale=0.022189]
D [setup_node:441]Setup node id[27] uid[129] op[CONV2D] name[Conv_Conv_36_129]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 150] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 25, scale=0.022189]
D [print_tensor:146]in(1) : id[ 28] vtl[0] const[1] shape[ 1, 1, 64, 64 ] fmt[u8 ] qnt[ASM zp=148, scale=0.012574]
D [print_tensor:146]in(2) : id[ 29] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000279]
D [print_tensor:146]out(0): id[ 151] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=150, scale=0.073397]
D [setup_node:441]Setup node id[28] uid[114] op[SWISH] name[Sigmoid_Sigmoid_37_115_Mul_Mul_38_114]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 151] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=150, scale=0.073397]
D [print_tensor:146]out(0): id[ 152] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.031369]
D [setup_node:441]Setup node id[29] uid[102] op[CONV2D] name[Conv_Conv_39_102]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 152] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.031369]
D [print_tensor:146]in(1) : id[ 30] vtl[0] const[1] shape[ 3, 3, 64, 64 ] fmt[u8 ] qnt[ASM zp=133, scale=0.004985]
D [print_tensor:146]in(2) : id[ 31] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000156]
D [print_tensor:146]out(0): id[ 153] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=145, scale=0.089957]
D [setup_node:441]Setup node id[30] uid[92] op[SWISH] name[Sigmoid_Sigmoid_40_103_Mul_Mul_41_92]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 153] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=145, scale=0.089957]
D [print_tensor:146]out(0): id[ 154] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.039933]
D [setup_node:441]Setup node id[31] uid[91] op[ADD] name[Add_Add_42_91]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 150] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 25, scale=0.022189]
D [print_tensor:146]in(1) : id[ 154] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.039933]
D [print_tensor:146]out(0): id[ 155] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [setup_node:441]Setup node id[32] uid[75] op[CONCAT] name[Concat_Concat_46_75]
D [print_tensor:146]in(0) : id[ 155] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [print_tensor:146]in(1) : id[ 144] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [print_tensor:146]out(0): id[ 156] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [setup_node:441]Setup node id[33] uid[58] op[CONV2D] name[Conv_Conv_47_58]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 156] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [print_tensor:146]in(1) : id[ 32] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=128, scale=0.004709]
D [print_tensor:146]in(2) : id[ 33] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000202]
D [print_tensor:146]out(0): id[ 157] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=133, scale=0.071989]
D [setup_node:441]Setup node id[34] uid[44] op[SWISH] name[Sigmoid_Sigmoid_48_59_Mul_Mul_49_44]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 157] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=133, scale=0.071989]
D [print_tensor:146]out(0): id[ 158] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[35] uid[156] op[CONV2D] name[Conv_Conv_50_156]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 158] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 34] vtl[0] const[1] shape[ 3, 3, 128, 256 ] fmt[u8 ] qnt[ASM zp=149, scale=0.004070]
D [print_tensor:146]in(2) : id[ 35] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000286]
D [print_tensor:146]out(0): id[ 159] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=138, scale=0.098534]
D [setup_node:441]Setup node id[36] uid[154] op[SWISH] name[Sigmoid_Sigmoid_51_155_Mul_Mul_52_154]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 159] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=138, scale=0.098534]
D [print_tensor:146]out(0): id[ 160] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.046170]
D [setup_node:441]Setup node id[37] uid[141] op[CONV2D] name[Conv_Conv_77_141]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 160] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.046170]
D [print_tensor:146]in(1) : id[ 36] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=158, scale=0.008809]
D [print_tensor:146]in(2) : id[ 37] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000407]
D [print_tensor:146]out(0): id[ 161] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=126, scale=0.122159]
D [setup_node:441]Setup node id[38] uid[201] op[CONV2D] name[Conv_Conv_53_201]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 160] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.046170]
D [print_tensor:146]in(1) : id[ 38] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=103, scale=0.004259]
D [print_tensor:146]in(2) : id[ 39] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000197]
D [print_tensor:146]out(0): id[ 162] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=146, scale=0.051849]
D [setup_node:441]Setup node id[39] uid[139] op[SWISH] name[Sigmoid_Sigmoid_78_140_Mul_Mul_79_139]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 161] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=126, scale=0.122159]
D [print_tensor:146]out(0): id[ 163] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [setup_node:441]Setup node id[40] uid[196] op[SWISH] name[Sigmoid_Sigmoid_54_202_Mul_Mul_55_196]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 162] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=146, scale=0.051849]
D [print_tensor:146]out(0): id[ 164] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 12, scale=0.023138]
D [setup_node:441]Setup node id[41] uid[204] op[CONV2D] name[Conv_Conv_56_204]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 164] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 12, scale=0.023138]
D [print_tensor:146]in(1) : id[ 40] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=107, scale=0.013509]
D [print_tensor:146]in(2) : id[ 41] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000313]
D [print_tensor:146]out(0): id[ 165] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=118, scale=0.088111]
D [setup_node:441]Setup node id[42] uid[200] op[SWISH] name[Sigmoid_Sigmoid_57_203_Mul_Mul_58_200]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 165] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=118, scale=0.088111]
D [print_tensor:146]out(0): id[ 166] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048426]
D [setup_node:441]Setup node id[43] uid[199] op[CONV2D] name[Conv_Conv_59_199]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 166] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048426]
D [print_tensor:146]in(1) : id[ 42] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=167, scale=0.003126]
D [print_tensor:146]in(2) : id[ 43] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000151]
D [print_tensor:146]out(0): id[ 167] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=153, scale=0.058458]
D [setup_node:441]Setup node id[44] uid[197] op[SWISH] name[Sigmoid_Sigmoid_60_198_Mul_Mul_61_197]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 167] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=153, scale=0.058458]
D [print_tensor:146]out(0): id[ 168] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.024305]
D [setup_node:441]Setup node id[45] uid[182] op[ADD] name[Add_Add_62_182]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 164] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 12, scale=0.023138]
D [print_tensor:146]in(1) : id[ 168] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.024305]
D [print_tensor:146]out(0): id[ 169] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 20, scale=0.028512]
D [setup_node:441]Setup node id[46] uid[195] op[CONV2D] name[Conv_Conv_63_195]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 169] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 20, scale=0.028512]
D [print_tensor:146]in(1) : id[ 44] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=127, scale=0.012131]
D [print_tensor:146]in(2) : id[ 45] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000346]
D [print_tensor:146]out(0): id[ 170] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=119, scale=0.086105]
D [setup_node:441]Setup node id[47] uid[187] op[SWISH] name[Sigmoid_Sigmoid_64_193_Mul_Mul_65_187]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 170] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=119, scale=0.086105]
D [print_tensor:146]out(0): id[ 171] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047084]
D [setup_node:441]Setup node id[48] uid[186] op[CONV2D] name[Conv_Conv_66_186]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 171] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047084]
D [print_tensor:146]in(1) : id[ 46] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=135, scale=0.004933]
D [print_tensor:146]in(2) : id[ 47] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000232]
D [print_tensor:146]out(0): id[ 172] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=133, scale=0.076744]
D [setup_node:441]Setup node id[49] uid[183] op[SWISH] name[Sigmoid_Sigmoid_67_185_Mul_Mul_68_183]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 172] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=133, scale=0.076744]
D [print_tensor:146]out(0): id[ 173] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.037724]
D [setup_node:441]Setup node id[50] uid[165] op[ADD] name[Add_Add_69_165]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 169] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 20, scale=0.028512]
D [print_tensor:146]in(1) : id[ 173] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.037724]
D [print_tensor:146]out(0): id[ 174] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.044021]
D [setup_node:441]Setup node id[51] uid[184] op[CONV2D] name[Conv_Conv_70_184]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 174] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.044021]
D [print_tensor:146]in(1) : id[ 48] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=132, scale=0.006095]
D [print_tensor:146]in(2) : id[ 49] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000268]
D [print_tensor:146]out(0): id[ 175] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.079066]
D [setup_node:441]Setup node id[52] uid[168] op[SWISH] name[Sigmoid_Sigmoid_71_169_Mul_Mul_72_168]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 175] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.079066]
D [print_tensor:146]out(0): id[ 176] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.037859]
D [setup_node:441]Setup node id[53] uid[166] op[CONV2D] name[Conv_Conv_73_166]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 176] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.037859]
D [print_tensor:146]in(1) : id[ 50] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=133, scale=0.008996]
D [print_tensor:146]in(2) : id[ 51] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000341]
D [print_tensor:146]out(0): id[ 177] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=144, scale=0.173823]
D [setup_node:441]Setup node id[54] uid[153] op[SWISH] name[Sigmoid_Sigmoid_74_167_Mul_Mul_75_153]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 177] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=144, scale=0.173823]
D [print_tensor:146]out(0): id[ 178] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076764]
D [setup_node:441]Setup node id[55] uid[152] op[ADD] name[Add_Add_76_152]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 174] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.044021]
D [print_tensor:146]in(1) : id[ 178] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076764]
D [print_tensor:146]out(0): id[ 179] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [setup_node:441]Setup node id[56] uid[138] op[CONCAT] name[Concat_Concat_80_138]
D [print_tensor:146]in(0) : id[ 179] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [print_tensor:146]in(1) : id[ 163] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [print_tensor:146]out(0): id[ 180] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [setup_node:441]Setup node id[57] uid[123] op[CONV2D] name[Conv_Conv_81_123]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 180] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [print_tensor:146]in(1) : id[ 52] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=119, scale=0.003344]
D [print_tensor:146]in(2) : id[ 53] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000266]
D [print_tensor:146]out(0): id[ 181] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=126, scale=0.080533]
D [setup_node:441]Setup node id[58] uid[111] op[SWISH] name[Sigmoid_Sigmoid_82_124_Mul_Mul_83_111]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 181] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=126, scale=0.080533]
D [print_tensor:146]out(0): id[ 182] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[59] uid[163] op[CONV2D] name[Conv_Conv_84_163]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 182] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 54] vtl[0] const[1] shape[ 3, 3, 256, 512 ] fmt[u8 ] qnt[ASM zp= 99, scale=0.002325]
D [print_tensor:146]in(2) : id[ 55] vtl[0] const[1] shape[ 512 ] fmt[i32] qnt[ASM zp= 0, scale=0.000110]
D [print_tensor:146]out(0): id[ 183] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=128, scale=0.094755]
D [setup_node:441]Setup node id[60] uid[151] op[SWISH] name[Sigmoid_Sigmoid_85_164_Mul_Mul_86_151]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 183] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=128, scale=0.094755]
D [print_tensor:146]out(0): id[ 184] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048468]
D [setup_node:441]Setup node id[61] uid[148] op[CONV2D] name[Conv_Conv_97_148]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 184] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048468]
D [print_tensor:146]in(1) : id[ 56] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=107, scale=0.004107]
D [print_tensor:146]in(2) : id[ 57] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000199]
D [print_tensor:146]out(0): id[ 185] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=140, scale=0.099362]
D [setup_node:441]Setup node id[62] uid[176] op[CONV2D] name[Conv_Conv_87_176]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 184] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048468]
D [print_tensor:146]in(1) : id[ 58] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=100, scale=0.003560]
D [print_tensor:146]in(2) : id[ 59] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000173]
D [print_tensor:146]out(0): id[ 186] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=159, scale=0.063884]
D [setup_node:441]Setup node id[63] uid[134] op[SWISH] name[Sigmoid_Sigmoid_98_149_Mul_Mul_99_134]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 185] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=140, scale=0.099362]
D [print_tensor:146]out(0): id[ 187] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [setup_node:441]Setup node id[64] uid[161] op[SWISH] name[Sigmoid_Sigmoid_88_177_Mul_Mul_89_161]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 186] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=159, scale=0.063884]
D [print_tensor:146]out(0): id[ 188] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.025036]
D [setup_node:441]Setup node id[65] uid[194] op[CONV2D] name[Conv_Conv_90_194]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 188] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.025036]
D [print_tensor:146]in(1) : id[ 60] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=137, scale=0.016385]
D [print_tensor:146]in(2) : id[ 61] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000410]
D [print_tensor:146]out(0): id[ 189] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=115, scale=0.090749]
D [setup_node:441]Setup node id[66] uid[180] op[SWISH] name[Sigmoid_Sigmoid_91_181_Mul_Mul_92_180]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 189] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=115, scale=0.090749]
D [print_tensor:146]out(0): id[ 190] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.050769]
D [setup_node:441]Setup node id[67] uid[178] op[CONV2D] name[Conv_Conv_93_178]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 190] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.050769]
D [print_tensor:146]in(1) : id[ 62] vtl[0] const[1] shape[ 3, 3, 256, 256 ] fmt[u8 ] qnt[ASM zp=142, scale=0.003690]
D [print_tensor:146]in(2) : id[ 63] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000187]
D [print_tensor:146]out(0): id[ 191] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=120, scale=0.119965]
D [setup_node:441]Setup node id[68] uid[162] op[SWISH] name[Sigmoid_Sigmoid_94_179_Mul_Mul_95_162]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 191] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=120, scale=0.119965]
D [print_tensor:146]out(0): id[ 192] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.064594]
D [setup_node:441]Setup node id[69] uid[147] op[ADD] name[Add_Add_96_147]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 188] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.025036]
D [print_tensor:146]in(1) : id[ 192] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.064594]
D [print_tensor:146]out(0): id[ 193] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [setup_node:441]Setup node id[70] uid[133] op[CONCAT] name[Concat_Concat_100_133]
D [print_tensor:146]in(0) : id[ 193] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [print_tensor:146]in(1) : id[ 187] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [print_tensor:146]out(0): id[ 194] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [setup_node:441]Setup node id[71] uid[118] op[CONV2D] name[Conv_Conv_101_118]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 194] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [print_tensor:146]in(1) : id[ 64] vtl[0] const[1] shape[ 1, 1, 512, 512 ] fmt[u8 ] qnt[ASM zp=127, scale=0.004496]
D [print_tensor:146]in(2) : id[ 65] vtl[0] const[1] shape[ 512 ] fmt[i32] qnt[ASM zp= 0, scale=0.000291]
D [print_tensor:146]out(0): id[ 195] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=127, scale=0.093586]
D [setup_node:441]Setup node id[72] uid[107] op[SWISH] name[Sigmoid_Sigmoid_102_119_Mul_Mul_103_107]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 195] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=127, scale=0.093586]
D [print_tensor:146]out(0): id[ 196] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047980]
D [setup_node:441]Setup node id[73] uid[97] op[CONV2D] name[Conv_Conv_104_97]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 196] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047980]
D [print_tensor:146]in(1) : id[ 66] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=130, scale=0.003997]
D [print_tensor:146]in(2) : id[ 67] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000192]
D [print_tensor:146]out(0): id[ 197] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=111, scale=0.059499]
D [setup_node:441]Setup node id[74] uid[94] op[SWISH] name[Sigmoid_Sigmoid_105_96_Mul_Mul_106_94]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 197] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=111, scale=0.059499]
D [print_tensor:146]out(0): id[ 198] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[75] uid[95] op[POOL] name[MaxPool_MaxPool_107_95]
D [validate_op_io_types:165]Validate [POOL]
D [print_tensor:146]in(0) : id[ 198] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]out(0): id[ 199] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[76] uid[86] op[POOL] name[MaxPool_MaxPool_108_86]
D [validate_op_io_types:165]Validate [POOL]
D [print_tensor:146]in(0) : id[ 199] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]out(0): id[ 200] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[77] uid[85] op[POOL] name[MaxPool_MaxPool_109_85]
D [validate_op_io_types:165]Validate [POOL]
D [print_tensor:146]in(0) : id[ 200] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]out(0): id[ 201] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[78] uid[82] op[CONCAT] name[Concat_Concat_110_82]
D [print_tensor:146]in(0) : id[ 198] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]in(1) : id[ 199] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]in(2) : id[ 200] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]in(3) : id[ 201] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]out(0): id[ 202] vtl[1] const[0] shape[ 20, 20, 1024, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[79] uid[81] op[CONV2D] name[Conv_Conv_111_81]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 202] vtl[1] const[0] shape[ 20, 20, 1024, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]in(1) : id[ 68] vtl[0] const[1] shape[ 1, 1, 1024, 512 ] fmt[u8 ] qnt[ASM zp=117, scale=0.003520]
D [print_tensor:146]in(2) : id[ 69] vtl[0] const[1] shape[ 512 ] fmt[i32] qnt[ASM zp= 0, scale=0.000122]
D [print_tensor:146]out(0): id[ 203] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=151, scale=0.062573]
D [setup_node:441]Setup node id[80] uid[64] op[SWISH] name[Sigmoid_Sigmoid_112_65_Mul_Mul_113_64]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 203] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=151, scale=0.062573]
D [print_tensor:146]out(0): id[ 204] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.026654]
D [setup_node:441]Setup node id[81] uid[48] op[CONV2D] name[Conv_Conv_114_48]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 204] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.026654]
D [print_tensor:146]in(1) : id[ 70] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=131, scale=0.009509]
D [print_tensor:146]in(2) : id[ 71] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000253]
D [print_tensor:146]out(0): id[ 205] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=129, scale=0.072229]
D [setup_node:441]Setup node id[82] uid[36] op[SWISH] name[Sigmoid_Sigmoid_115_49_Mul_Mul_116_36]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 205] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=129, scale=0.072229]
D [print_tensor:146]out(0): id[ 206] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[83] uid[122] op[RESIZE] name[Resize_Resize_119_122]
D [print_tensor:146]in(0) : id[ 206] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]out(0): id[ 207] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[84] uid[110] op[CONCAT] name[Concat_Concat_120_110]
D [print_tensor:146]in(0) : id[ 207] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 182] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]out(0): id[ 208] vtl[1] const[0] shape[ 40, 40, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[85] uid[99] op[CONV2D] name[Conv_Conv_130_99]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 208] vtl[1] const[0] shape[ 40, 40, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 72] vtl[0] const[1] shape[ 1, 1, 512, 128 ] fmt[u8 ] qnt[ASM zp=149, scale=0.004487]
D [print_tensor:146]in(2) : id[ 73] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000213]
D [print_tensor:146]out(0): id[ 209] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=117, scale=0.072185]
D [setup_node:441]Setup node id[86] uid[150] op[CONV2D] name[Conv_Conv_121_150]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 208] vtl[1] const[0] shape[ 40, 40, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 74] vtl[0] const[1] shape[ 1, 1, 512, 128 ] fmt[u8 ] qnt[ASM zp=131, scale=0.005529]
D [print_tensor:146]in(2) : id[ 75] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000263]
D [print_tensor:146]out(0): id[ 210] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=138, scale=0.059056]
D [setup_node:441]Setup node id[87] uid[90] op[SWISH] name[Sigmoid_Sigmoid_131_100_Mul_Mul_132_90]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 209] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=117, scale=0.072185]
D [print_tensor:146]out(0): id[ 211] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [setup_node:441]Setup node id[88] uid[136] op[SWISH] name[Sigmoid_Sigmoid_122_137_Mul_Mul_123_136]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 210] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=138, scale=0.059056]
D [print_tensor:146]out(0): id[ 212] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.028186]
D [setup_node:441]Setup node id[89] uid[135] op[CONV2D] name[Conv_Conv_124_135]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 212] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.028186]
D [print_tensor:146]in(1) : id[ 76] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=129, scale=0.008401]
D [print_tensor:146]in(2) : id[ 77] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000237]
D [print_tensor:146]out(0): id[ 213] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=131, scale=0.060675]
D [setup_node:441]Setup node id[90] uid[120] op[SWISH] name[Sigmoid_Sigmoid_125_121_Mul_Mul_126_120]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 213] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=131, scale=0.060675]
D [print_tensor:146]out(0): id[ 214] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030555]
D [setup_node:441]Setup node id[91] uid[108] op[CONV2D] name[Conv_Conv_127_108]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 214] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030555]
D [print_tensor:146]in(1) : id[ 78] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=125, scale=0.004664]
D [print_tensor:146]in(2) : id[ 79] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000143]
D [print_tensor:146]out(0): id[ 215] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.066953]
D [setup_node:441]Setup node id[92] uid[98] op[SWISH] name[Sigmoid_Sigmoid_128_109_Mul_Mul_129_98]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 215] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.066953]
D [print_tensor:146]out(0): id[ 216] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [setup_node:441]Setup node id[93] uid[88] op[CONCAT] name[Concat_Concat_133_88]
D [print_tensor:146]in(0) : id[ 216] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [print_tensor:146]in(1) : id[ 211] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [print_tensor:146]out(0): id[ 217] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [setup_node:441]Setup node id[94] uid[87] op[CONV2D] name[Conv_Conv_134_87]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 217] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [print_tensor:146]in(1) : id[ 80] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=114, scale=0.007696]
D [print_tensor:146]in(2) : id[ 81] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000308]
D [print_tensor:146]out(0): id[ 218] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.099875]
D [setup_node:441]Setup node id[95] uid[70] op[SWISH] name[Sigmoid_Sigmoid_135_71_Mul_Mul_136_70]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 218] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.099875]
D [print_tensor:146]out(0): id[ 219] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047829]
D [setup_node:441]Setup node id[96] uid[53] op[CONV2D] name[Conv_Conv_137_53]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 219] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047829]
D [print_tensor:146]in(1) : id[ 82] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=127, scale=0.005902]
D [print_tensor:146]in(2) : id[ 83] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000282]
D [print_tensor:146]out(0): id[ 220] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=115, scale=0.065202]
D [setup_node:441]Setup node id[97] uid[40] op[SWISH] name[Sigmoid_Sigmoid_138_54_Mul_Mul_139_40]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 220] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=115, scale=0.065202]
D [print_tensor:146]out(0): id[ 221] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[98] uid[57] op[RESIZE] name[Resize_Resize_142_57]
D [print_tensor:146]in(0) : id[ 221] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]out(0): id[ 222] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[99] uid[43] op[CONCAT] name[Concat_Concat_143_43]
D [print_tensor:146]in(0) : id[ 222] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 158] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]out(0): id[ 223] vtl[1] const[0] shape[ 80, 80, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[100] uid[31] op[CONV2D] name[Conv_Conv_153_31]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 223] vtl[1] const[0] shape[ 80, 80, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 84] vtl[0] const[1] shape[ 1, 1, 256, 64 ] fmt[u8 ] qnt[ASM zp= 96, scale=0.005084]
D [print_tensor:146]in(2) : id[ 85] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000358]
D [print_tensor:146]out(0): id[ 224] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=109, scale=0.056246]
D [setup_node:441]Setup node id[101] uid[89] op[CONV2D] name[Conv_Conv_144_89]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 223] vtl[1] const[0] shape[ 80, 80, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 86] vtl[0] const[1] shape[ 1, 1, 256, 64 ] fmt[u8 ] qnt[ASM zp=126, scale=0.004772]
D [print_tensor:146]in(2) : id[ 87] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000336]
D [print_tensor:146]out(0): id[ 225] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=170, scale=0.050592]
D [setup_node:441]Setup node id[102] uid[23] op[SWISH] name[Sigmoid_Sigmoid_154_32_Mul_Mul_155_23]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 224] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=109, scale=0.056246]
D [print_tensor:146]out(0): id[ 226] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [setup_node:441]Setup node id[103] uid[73] op[SWISH] name[Sigmoid_Sigmoid_145_74_Mul_Mul_146_73]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 225] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=170, scale=0.050592]
D [print_tensor:146]out(0): id[ 227] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 16, scale=0.017681]
D [setup_node:441]Setup node id[104] uid[72] op[CONV2D] name[Conv_Conv_147_72]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 227] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 16, scale=0.017681]
D [print_tensor:146]in(1) : id[ 88] vtl[0] const[1] shape[ 1, 1, 64, 64 ] fmt[u8 ] qnt[ASM zp=148, scale=0.012021]
D [print_tensor:146]in(2) : id[ 89] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000213]
D [print_tensor:146]out(0): id[ 228] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=150, scale=0.043881]
D [setup_node:441]Setup node id[105] uid[55] op[SWISH] name[Sigmoid_Sigmoid_148_56_Mul_Mul_149_55]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 228] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=150, scale=0.043881]
D [print_tensor:146]out(0): id[ 229] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 15, scale=0.018917]
D [setup_node:441]Setup node id[106] uid[41] op[CONV2D] name[Conv_Conv_150_41]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 229] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 15, scale=0.018917]
D [print_tensor:146]in(1) : id[ 90] vtl[0] const[1] shape[ 3, 3, 64, 64 ] fmt[u8 ] qnt[ASM zp=172, scale=0.011055]
D [print_tensor:146]in(2) : id[ 91] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000209]
D [print_tensor:146]out(0): id[ 230] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=147, scale=0.123599]
D [setup_node:441]Setup node id[107] uid[30] op[SWISH] name[Sigmoid_Sigmoid_151_42_Mul_Mul_152_30]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 230] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=147, scale=0.123599]
D [print_tensor:146]out(0): id[ 231] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [setup_node:441]Setup node id[108] uid[22] op[CONCAT] name[Concat_Concat_156_22]
D [print_tensor:146]in(0) : id[ 231] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [print_tensor:146]in(1) : id[ 226] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [print_tensor:146]out(0): id[ 232] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [setup_node:441]Setup node id[109] uid[16] op[CONV2D] name[Conv_Conv_157_16]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 232] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [print_tensor:146]in(1) : id[ 92] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=119, scale=0.017043]
D [print_tensor:146]in(2) : id[ 93] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000910]
D [print_tensor:146]out(0): id[ 233] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=141, scale=0.164162]
D [setup_node:441]Setup node id[110] uid[11] op[SWISH] name[Sigmoid_Sigmoid_158_17_Mul_Mul_159_11]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 233] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=141, scale=0.164162]
D [print_tensor:146]out(0): id[ 234] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.074469]
D [setup_node:441]Setup node id[111] uid[8] op[CONV2D] name[Conv_Conv_200_8]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 234] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.074469]
D [print_tensor:146]in(1) : id[ 94] vtl[0] const[1] shape[ 1, 1, 128, 24 ] fmt[u8 ] qnt[ASM zp= 94, scale=0.003433]
D [print_tensor:146]in(2) : id[ 95] vtl[0] const[1] shape[ 24 ] fmt[i32] qnt[ASM zp= 0, scale=0.000256]
D [print_tensor:146]out(0): id[ 235] vtl[1] const[0] shape[ 80, 80, 24, 1 ] fmt[u8 ] qnt[ASM zp=148, scale=0.042549]
D [setup_node:441]Setup node id[112] uid[68] op[CONV2D] name[Conv_Conv_160_68]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 234] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.074469]
D [print_tensor:146]in(1) : id[ 96] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=109, scale=0.002115]
D [print_tensor:146]in(2) : id[ 97] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000157]
D [print_tensor:146]out(0): id[ 236] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 83, scale=0.102934]
D [setup_node:441]Setup node id[113] uid[5] op[SIGMOID] name[Sigmoid_Sigmoid_201_5]
D [validate_op_io_types:165]Validate [RSQRT]
D [print_tensor:146]in(0) : id[ 235] vtl[1] const[0] shape[ 80, 80, 24, 1 ] fmt[u8 ] qnt[ASM zp=148, scale=0.042549]
D [print_tensor:146]out(0): id[ 0] vtl[0] const[0] shape[ 80, 80, 24, 1 ] fmt[u8 ] qnt[ASM zp= 0, scale=0.003881]
D [setup_node:441]Setup node id[114] uid[52] op[SWISH] name[Sigmoid_Sigmoid_161_69_Mul_Mul_162_52]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 236] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 83, scale=0.102934]
D [print_tensor:146]out(0): id[ 237] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[115] uid[39] op[CONCAT] name[Concat_Concat_163_39]
D [print_tensor:146]in(0) : id[ 237] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 221] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]out(0): id[ 238] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[116] uid[28] op[CONV2D] name[Conv_Conv_173_28]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 238] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 98] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=160, scale=0.006986]
D [print_tensor:146]in(2) : id[ 99] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000492]
D [print_tensor:146]out(0): id[ 239] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 50, scale=0.147667]
D [setup_node:441]Setup node id[117] uid[83] op[CONV2D] name[Conv_Conv_164_83]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 238] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 100] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=136, scale=0.006655]
D [print_tensor:146]in(2) : id[ 101] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000468]
D [print_tensor:146]out(0): id[ 240] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=141, scale=0.067537]
D [setup_node:441]Setup node id[118] uid[21] op[SWISH] name[Sigmoid_Sigmoid_174_29_Mul_Mul_175_21]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 239] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 50, scale=0.147667]
D [print_tensor:146]out(0): id[ 241] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [setup_node:441]Setup node id[119] uid[67] op[SWISH] name[Sigmoid_Sigmoid_165_84_Mul_Mul_166_67]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 240] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=141, scale=0.067537]
D [print_tensor:146]out(0): id[ 242] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.031204]
D [setup_node:441]Setup node id[120] uid[66] op[CONV2D] name[Conv_Conv_167_66]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 242] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.031204]
D [print_tensor:146]in(1) : id[ 102] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=154, scale=0.007316]
D [print_tensor:146]in(2) : id[ 103] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000228]
D [print_tensor:146]out(0): id[ 243] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=155, scale=0.060185]
D [setup_node:441]Setup node id[121] uid[50] op[SWISH] name[Sigmoid_Sigmoid_168_51_Mul_Mul_169_50]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 243] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=155, scale=0.060185]
D [print_tensor:146]out(0): id[ 244] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.024527]
D [setup_node:441]Setup node id[122] uid[37] op[CONV2D] name[Conv_Conv_170_37]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 244] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.024527]
D [print_tensor:146]in(1) : id[ 104] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=138, scale=0.008290]
D [print_tensor:146]in(2) : id[ 105] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000203]
D [print_tensor:146]out(0): id[ 245] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=131, scale=0.098296]
D [setup_node:441]Setup node id[123] uid[27] op[SWISH] name[Sigmoid_Sigmoid_171_38_Mul_Mul_172_27]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 245] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=131, scale=0.098296]
D [print_tensor:146]out(0): id[ 246] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [setup_node:441]Setup node id[124] uid[20] op[CONCAT] name[Concat_Concat_176_20]
D [print_tensor:146]in(0) : id[ 246] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [print_tensor:146]in(1) : id[ 241] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [print_tensor:146]out(0): id[ 247] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [setup_node:441]Setup node id[125] uid[14] op[CONV2D] name[Conv_Conv_177_14]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 247] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [print_tensor:146]in(1) : id[ 106] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=103, scale=0.014103]
D [print_tensor:146]in(2) : id[ 107] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.001687]
D [print_tensor:146]out(0): id[ 248] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=158, scale=0.191893]
D [setup_node:441]Setup node id[126] uid[10] op[SWISH] name[Sigmoid_Sigmoid_178_15_Mul_Mul_179_10]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 248] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=158, scale=0.191893]
D [print_tensor:146]out(0): id[ 249] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.073989]
D [setup_node:441]Setup node id[127] uid[7] op[CONV2D] name[Conv_Conv_202_7]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 249] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.073989]
D [print_tensor:146]in(1) : id[ 108] vtl[0] const[1] shape[ 1, 1, 256, 24 ] fmt[u8 ] qnt[ASM zp= 95, scale=0.002795]
D [print_tensor:146]in(2) : id[ 109] vtl[0] const[1] shape[ 24 ] fmt[i32] qnt[ASM zp= 0, scale=0.000207]
D [print_tensor:146]out(0): id[ 250] vtl[1] const[0] shape[ 40, 40, 24, 1 ] fmt[u8 ] qnt[ASM zp=154, scale=0.041031]
D [setup_node:441]Setup node id[128] uid[62] op[CONV2D] name[Conv_Conv_180_62]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 249] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.073989]
D [print_tensor:146]in(1) : id[ 110] vtl[0] const[1] shape[ 3, 3, 256, 256 ] fmt[u8 ] qnt[ASM zp=121, scale=0.002813]
D [print_tensor:146]in(2) : id[ 111] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000208]
D [print_tensor:146]out(0): id[ 251] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=113, scale=0.083276]
D [setup_node:441]Setup node id[129] uid[4] op[SIGMOID] name[Sigmoid_Sigmoid_203_4]
D [validate_op_io_types:165]Validate [RSQRT]
D [print_tensor:146]in(0) : id[ 250] vtl[1] const[0] shape[ 40, 40, 24, 1 ] fmt[u8 ] qnt[ASM zp=154, scale=0.041031]
D [print_tensor:146]out(0): id[ 1] vtl[0] const[0] shape[ 40, 40, 24, 1 ] fmt[u8 ] qnt[ASM zp= 0, scale=0.003861]
D [setup_node:441]Setup node id[130] uid[47] op[SWISH] name[Sigmoid_Sigmoid_181_63_Mul_Mul_182_47]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 251] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=113, scale=0.083276]
D [print_tensor:146]out(0): id[ 252] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[131] uid[35] op[CONCAT] name[Concat_Concat_183_35]
D [print_tensor:146]in(0) : id[ 252] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 206] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]out(0): id[ 253] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[132] uid[25] op[CONV2D] name[Conv_Conv_193_25]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 253] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 112] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=124, scale=0.004172]
D [print_tensor:146]in(2) : id[ 113] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000198]
D [print_tensor:146]out(0): id[ 254] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=121, scale=0.081630]
D [setup_node:441]Setup node id[133] uid[77] op[CONV2D] name[Conv_Conv_184_77]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 253] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 114] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=142, scale=0.006283]
D [print_tensor:146]in(2) : id[ 115] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000298]
D [print_tensor:146]out(0): id[ 255] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=121, scale=0.092349]
D [setup_node:441]Setup node id[134] uid[19] op[SWISH] name[Sigmoid_Sigmoid_194_26_Mul_Mul_195_19]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 254] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=121, scale=0.081630]
D [print_tensor:146]out(0): id[ 256] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [setup_node:441]Setup node id[135] uid[61] op[SWISH] name[Sigmoid_Sigmoid_185_78_Mul_Mul_186_61]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 255] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=121, scale=0.092349]
D [print_tensor:146]out(0): id[ 257] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.049586]
D [setup_node:441]Setup node id[136] uid[60] op[CONV2D] name[Conv_Conv_187_60]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 257] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.049586]
D [print_tensor:146]in(1) : id[ 116] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=174, scale=0.008063]
D [print_tensor:146]in(2) : id[ 117] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000400]
D [print_tensor:146]out(0): id[ 258] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=130, scale=0.096658]
D [setup_node:441]Setup node id[137] uid[45] op[SWISH] name[Sigmoid_Sigmoid_188_46_Mul_Mul_189_45]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 258] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=130, scale=0.096658]
D [print_tensor:146]out(0): id[ 259] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048539]
D [setup_node:441]Setup node id[138] uid[33] op[CONV2D] name[Conv_Conv_190_33]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 259] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048539]
D [print_tensor:146]in(1) : id[ 118] vtl[0] const[1] shape[ 3, 3, 256, 256 ] fmt[u8 ] qnt[ASM zp=155, scale=0.005565]
D [print_tensor:146]in(2) : id[ 119] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000270]
D [print_tensor:146]out(0): id[ 260] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=128, scale=0.132880]
D [setup_node:441]Setup node id[139] uid[24] op[SWISH] name[Sigmoid_Sigmoid_191_34_Mul_Mul_192_24]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 260] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=128, scale=0.132880]
D [print_tensor:146]out(0): id[ 261] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [setup_node:441]Setup node id[140] uid[18] op[CONCAT] name[Concat_Concat_196_18]
D [print_tensor:146]in(0) : id[ 261] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [print_tensor:146]in(1) : id[ 256] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [print_tensor:146]out(0): id[ 262] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [setup_node:441]Setup node id[141] uid[12] op[CONV2D] name[Conv_Conv_197_12]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 262] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [print_tensor:146]in(1) : id[ 120] vtl[0] const[1] shape[ 1, 1, 512, 512 ] fmt[u8 ] qnt[ASM zp=175, scale=0.006591]
D [print_tensor:146]in(2) : id[ 121] vtl[0] const[1] shape[ 512 ] fmt[i32] qnt[ASM zp= 0, scale=0.000443]
D [print_tensor:146]out(0): id[ 263] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=148, scale=0.128510]
D [setup_node:441]Setup node id[142] uid[9] op[SWISH] name[Sigmoid_Sigmoid_198_13_Mul_Mul_199_9]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 263] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=148, scale=0.128510]
D [print_tensor:146]out(0): id[ 264] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.054928]
D [setup_node:441]Setup node id[143] uid[6] op[CONV2D] name[Conv_Conv_204_6]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 264] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.054928]
D [print_tensor:146]in(1) : id[ 122] vtl[0] const[1] shape[ 1, 1, 512, 24 ] fmt[u8 ] qnt[ASM zp=115, scale=0.001869]
D [print_tensor:146]in(2) : id[ 123] vtl[0] const[1] shape[ 24 ] fmt[i32] qnt[ASM zp= 0, scale=0.000103]
D [print_tensor:146]out(0): id[ 265] vtl[1] const[0] shape[ 20, 20, 24, 1 ] fmt[u8 ] qnt[ASM zp=135, scale=0.046557]
D [setup_node:441]Setup node id[144] uid[3] op[SIGMOID] name[Sigmoid_Sigmoid_205_3]
D [validate_op_io_types:165]Validate [RSQRT]
D [print_tensor:146]in(0) : id[ 265] vtl[1] const[0] shape[ 20, 20, 24, 1 ] fmt[u8 ] qnt[ASM zp=135, scale=0.046557]
D [print_tensor:146]out(0): id[ 2] vtl[0] const[0] shape[ 20, 20, 24, 1 ] fmt[u8 ] qnt[ASM zp= 0, scale=0.003907]
D [optimize_node:385]Backward optimize neural network
D [op_optimize:437]Optimize CONCAT, uid 18
D [op_optimize:437]Optimize CONCAT, uid 35
D [op_optimize:437]Optimize CONCAT, uid 20
D [op_optimize:437]Optimize CONCAT, uid 39
D [op_optimize:437]Optimize CONCAT, uid 22
D [op_optimize:437]Optimize CONCAT, uid 43
D [op_optimize:437]Optimize CONCAT, uid 88
D [op_optimize:437]Optimize CONCAT, uid 110
D [op_optimize:437]Optimize CONCAT, uid 82
D [op_optimize:437]Optimize CONCAT, uid 133
D [op_optimize:437]Optimize CONCAT, uid 138
D [op_optimize:437]Optimize CONCAT, uid 75
D [op_optimize:437]Optimize CONCAT, uid 131
D [optimize_node:392]Forward optimize neural network
I [compute_node:327]Create vx node
D [compute_node:350]Instance node[0] "CONV2D" ...
D [compute_node:350]Instance node[1] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[2] "CONV2D" ...
D [compute_node:350]Instance node[3] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[4] "CONV2D" ...
D [compute_node:350]Instance node[5] "CONV2D" ...
D [compute_node:350]Instance node[6] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[7] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[8] "CONV2D" ...
D [compute_node:350]Instance node[9] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[10] "CONV2D" ...
D [compute_node:350]Instance node[11] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[12] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[13] "CONCAT" ...
D [compute_node:350]Instance node[14] "CONV2D" ...
D [compute_node:350]Instance node[15] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[16] "CONV2D" ...
D [compute_node:350]Instance node[17] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[18] "CONV2D" ...
D [compute_node:350]Instance node[19] "CONV2D" ...
D [compute_node:350]Instance node[20] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[21] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[22] "CONV2D" ...
D [compute_node:350]Instance node[23] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[24] "CONV2D" ...
D [compute_node:350]Instance node[25] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[26] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[27] "CONV2D" ...
D [compute_node:350]Instance node[28] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[29] "CONV2D" ...
D [compute_node:350]Instance node[30] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[31] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[32] "CONCAT" ...
D [compute_node:350]Instance node[33] "CONV2D" ...
D [compute_node:350]Instance node[34] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[35] "CONV2D" ...
D [compute_node:350]Instance node[36] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[37] "CONV2D" ...
D [compute_node:350]Instance node[38] "CONV2D" ...
D [compute_node:350]Instance node[39] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[40] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[41] "CONV2D" ...
D [compute_node:350]Instance node[42] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[43] "CONV2D" ...
D [compute_node:350]Instance node[44] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[45] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[46] "CONV2D" ...
D [compute_node:350]Instance node[47] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[48] "CONV2D" ...
D [compute_node:350]Instance node[49] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[50] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[51] "CONV2D" ...
D [compute_node:350]Instance node[52] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[53] "CONV2D" ...
D [compute_node:350]Instance node[54] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[55] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[56] "CONCAT" ...
D [compute_node:350]Instance node[57] "CONV2D" ...
D [compute_node:350]Instance node[58] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[59] "CONV2D" ...
D [compute_node:350]Instance node[60] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[61] "CONV2D" ...
D [compute_node:350]Instance node[62] "CONV2D" ...
D [compute_node:350]Instance node[63] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[64] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[65] "CONV2D" ...
D [compute_node:350]Instance node[66] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[67] "CONV2D" ...
D [compute_node:350]Instance node[68] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[69] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[70] "CONCAT" ...
D [compute_node:350]Instance node[71] "CONV2D" ...
D [compute_node:350]Instance node[72] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[73] "CONV2D" ...
D [compute_node:350]Instance node[74] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[75] "POOL" ...
D [compute_node:350]Instance node[76] "POOL" ...
D [compute_node:350]Instance node[77] "POOL" ...
D [compute_node:350]Instance node[78] "CONCAT" ...
D [compute_node:350]Instance node[79] "CONV2D" ...
D [compute_node:350]Instance node[80] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[81] "CONV2D" ...
D [compute_node:350]Instance node[82] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[83] "RESIZE" ...
D [compute_node:350]Instance node[84] "CONCAT" ...
D [compute_node:350]Instance node[85] "CONV2D" ...
D [compute_node:350]Instance node[86] "CONV2D" ...
D [compute_node:350]Instance node[87] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[88] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[89] "CONV2D" ...
D [compute_node:350]Instance node[90] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[91] "CONV2D" ...
D [compute_node:350]Instance node[92] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[93] "CONCAT" ...
D [compute_node:350]Instance node[94] "CONV2D" ...
D [compute_node:350]Instance node[95] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[96] "CONV2D" ...
D [compute_node:350]Instance node[97] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[98] "RESIZE" ...
D [compute_node:350]Instance node[99] "CONCAT" ...
D [compute_node:350]Instance node[100] "CONV2D" ...
D [compute_node:350]Instance node[101] "CONV2D" ...
D [compute_node:350]Instance node[102] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[103] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[104] "CONV2D" ...
D [compute_node:350]Instance node[105] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[106] "CONV2D" ...
D [compute_node:350]Instance node[107] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[108] "CONCAT" ...
D [compute_node:350]Instance node[109] "CONV2D" ...
D [compute_node:350]Instance node[110] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[111] "CONV2D" ...
D [compute_node:350]Instance node[112] "CONV2D" ...
D [compute_node:350]Instance node[113] "SIGMOID" ...
D [compute_node:350]Instance node[114] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[115] "CONCAT" ...
D [compute_node:350]Instance node[116] "CONV2D" ...
D [compute_node:350]Instance node[117] "CONV2D" ...
D [compute_node:350]Instance node[118] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[119] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[120] "CONV2D" ...
D [compute_node:350]Instance node[121] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[122] "CONV2D" ...
D [compute_node:350]Instance node[123] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[124] "CONCAT" ...
D [compute_node:350]Instance node[125] "CONV2D" ...
D [compute_node:350]Instance node[126] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[127] "CONV2D" ...
D [compute_node:350]Instance node[128] "CONV2D" ...
D [compute_node:350]Instance node[129] "SIGMOID" ...
D [compute_node:350]Instance node[130] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[131] "CONCAT" ...
D [compute_node:350]Instance node[132] "CONV2D" ...
D [compute_node:350]Instance node[133] "CONV2D" ...
D [compute_node:350]Instance node[134] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[135] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[136] "CONV2D" ...
D [compute_node:350]Instance node[137] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[138] "CONV2D" ...
D [compute_node:350]Instance node[139] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[140] "CONCAT" ...
D [compute_node:350]Instance node[141] "CONV2D" ...
D [compute_node:350]Instance node[142] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[143] "CONV2D" ...
D [compute_node:350]Instance node[144] "SIGMOID" ...
librknn_runtime version 1.7.5 (ccb93f1 build: 2023-07-18 10:56:29 base: 1131)
D [vnn_CreateRKNN:5867]current chip platform = RK1109

D [set_chip_platform_env:229]evaluate model on RV1126
I [vnn_CreateRKNN:6121]rknn model optimization_level=3
I [vnn_CreateRKNN:6143]output_fmt=0
I [rknn_CreateGraph:478]OVXLIB_VERSION==1.1.31
I [setup_client_ops:5587]setup_client_ops num=0
I [setup_client_ops:5712]setup_client_ops finish
I [register_client_ops:5731]register_client_ops num=0
I [register_client_ops:5749]register_client_ops finish
I [vnn_CreateRKNN:6268]Norm tensor initialize
D [setup_norm_tensor:5042]tensor id=0, name=Sigmoid_Sigmoid_201/out0_0, opt = 0, attr.opt =0

D [setup_norm_tensor:5042]tensor id=1, name=Sigmoid_Sigmoid_203/out0_1, opt = 0, attr.opt =0

D [setup_norm_tensor:5042]tensor id=2, name=Sigmoid_Sigmoid_205/out0_2, opt = 0, attr.opt =0

D [setup_norm_tensor:5042]tensor id=3, name=images_205, opt = 0, attr.opt =0

I [vnn_CreateRKNN:6283]Const tensor initialize
I [vnn_CreateRKNN:6298]Virtual tensor initialize
I [vnn_CreateRKNN:6310]Connection initialize
I [vnn_CreateRKNN:6320]graph io initialize
D [setup_node:441]Setup node id[0] uid[190] op[CONV2D] name[Conv_Conv_0_190]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 3] vtl[0] const[0] shape[ 640, 640, 3, 1 ] fmt[u8 ] qnt[ASM zp= 0, scale=0.003922]
D [print_tensor:146]in(1) : id[ 4] vtl[0] const[1] shape[ 6, 6, 3, 32 ] fmt[u8 ] qnt[ASM zp=131, scale=0.070797]
D [print_tensor:146]in(2) : id[ 5] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.000278]
D [print_tensor:146]out(0): id[ 124] vtl[1] const[0] shape[ 320, 320, 32, 1 ] fmt[u8 ] qnt[ASM zp=114, scale=0.372413]
D [setup_node:441]Setup node id[1] uid[175] op[SWISH] name[Sigmoid_Sigmoid_1_191_Mul_Mul_2_175]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 124] vtl[1] const[0] shape[ 320, 320, 32, 1 ] fmt[u8 ] qnt[ASM zp=114, scale=0.372413]
D [print_tensor:146]out(0): id[ 125] vtl[1] const[0] shape[ 320, 320, 32, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.207347]
D [setup_node:441]Setup node id[2] uid[174] op[CONV2D] name[Conv_Conv_3_174]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 125] vtl[1] const[0] shape[ 320, 320, 32, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.207347]
D [print_tensor:146]in(1) : id[ 6] vtl[0] const[1] shape[ 3, 3, 32, 64 ] fmt[u8 ] qnt[ASM zp=142, scale=0.007738]
D [print_tensor:146]in(2) : id[ 7] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.001604]
D [print_tensor:146]out(0): id[ 126] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp=130, scale=0.753578]
D [setup_node:441]Setup node id[3] uid[159] op[SWISH] name[Sigmoid_Sigmoid_4_160_Mul_Mul_5_159]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 126] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp=130, scale=0.753578]
D [print_tensor:146]out(0): id[ 127] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.371924]
D [setup_node:441]Setup node id[4] uid[145] op[CONV2D] name[Conv_Conv_16_145]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 127] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.371924]
D [print_tensor:146]in(1) : id[ 8] vtl[0] const[1] shape[ 1, 1, 64, 32 ] fmt[u8 ] qnt[ASM zp=176, scale=0.007201]
D [print_tensor:146]in(2) : id[ 9] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.002678]
D [print_tensor:146]out(0): id[ 128] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=183, scale=0.722165]
D [setup_node:441]Setup node id[5] uid[170] op[CONV2D] name[Conv_Conv_6_170]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 127] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 1, scale=0.371924]
D [print_tensor:146]in(1) : id[ 10] vtl[0] const[1] shape[ 1, 1, 64, 32 ] fmt[u8 ] qnt[ASM zp=170, scale=0.003152]
D [print_tensor:146]in(2) : id[ 11] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.001172]
D [print_tensor:146]out(0): id[ 129] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=178, scale=0.249866]
D [setup_node:441]Setup node id[6] uid[132] op[SWISH] name[Sigmoid_Sigmoid_17_146_Mul_Mul_18_132]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 128] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=183, scale=0.722165]
D [print_tensor:146]out(0): id[ 130] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [setup_node:441]Setup node id[7] uid[157] op[SWISH] name[Sigmoid_Sigmoid_7_171_Mul_Mul_8_157]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 129] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=178, scale=0.249866]
D [print_tensor:146]out(0): id[ 131] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076973]
D [setup_node:441]Setup node id[8] uid[192] op[CONV2D] name[Conv_Conv_9_192]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 131] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076973]
D [print_tensor:146]in(1) : id[ 12] vtl[0] const[1] shape[ 1, 1, 32, 32 ] fmt[u8 ] qnt[ASM zp=163, scale=0.018862]
D [print_tensor:146]in(2) : id[ 13] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.001452]
D [print_tensor:146]out(0): id[ 132] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=195, scale=0.199908]
D [setup_node:441]Setup node id[9] uid[188] op[SWISH] name[Sigmoid_Sigmoid_10_189_Mul_Mul_11_188]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 132] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=195, scale=0.199908]
D [print_tensor:146]out(0): id[ 133] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048285]
D [setup_node:441]Setup node id[10] uid[172] op[CONV2D] name[Conv_Conv_12_172]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 133] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048285]
D [print_tensor:146]in(1) : id[ 14] vtl[0] const[1] shape[ 3, 3, 32, 32 ] fmt[u8 ] qnt[ASM zp=121, scale=0.013295]
D [print_tensor:146]in(2) : id[ 15] vtl[0] const[1] shape[ 32 ] fmt[i32] qnt[ASM zp= 0, scale=0.000642]
D [print_tensor:146]out(0): id[ 134] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=124, scale=0.217534]
D [setup_node:441]Setup node id[11] uid[158] op[SWISH] name[Sigmoid_Sigmoid_13_173_Mul_Mul_14_158]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 134] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp=124, scale=0.217534]
D [print_tensor:146]out(0): id[ 135] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.112982]
D [setup_node:441]Setup node id[12] uid[144] op[ADD] name[Add_Add_15_144]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 131] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076973]
D [print_tensor:146]in(1) : id[ 135] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.112982]
D [print_tensor:146]out(0): id[ 136] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [setup_node:441]Setup node id[13] uid[131] op[CONCAT] name[Concat_Concat_19_131]
D [print_tensor:146]in(0) : id[ 136] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [print_tensor:146]in(1) : id[ 130] vtl[1] const[0] shape[ 160, 160, 32, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [print_tensor:146]out(0): id[ 137] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [setup_node:441]Setup node id[14] uid[116] op[CONV2D] name[Conv_Conv_20_116]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 137] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 3, scale=0.206818]
D [print_tensor:146]in(1) : id[ 16] vtl[0] const[1] shape[ 1, 1, 64, 64 ] fmt[u8 ] qnt[ASM zp=141, scale=0.005589]
D [print_tensor:146]in(2) : id[ 17] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.001156]
D [print_tensor:146]out(0): id[ 138] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp=161, scale=0.175178]
D [setup_node:441]Setup node id[15] uid[106] op[SWISH] name[Sigmoid_Sigmoid_21_117_Mul_Mul_22_106]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 138] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp=161, scale=0.175178]
D [print_tensor:146]out(0): id[ 139] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.065713]
D [setup_node:441]Setup node id[16] uid[104] op[CONV2D] name[Conv_Conv_23_104]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 139] vtl[1] const[0] shape[ 160, 160, 64, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.065713]
D [print_tensor:146]in(1) : id[ 18] vtl[0] const[1] shape[ 3, 3, 64, 128 ] fmt[u8 ] qnt[ASM zp=121, scale=0.002588]
D [print_tensor:146]in(2) : id[ 19] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000170]
D [print_tensor:146]out(0): id[ 140] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=171, scale=0.090111]
D [setup_node:441]Setup node id[17] uid[93] op[SWISH] name[Sigmoid_Sigmoid_24_105_Mul_Mul_25_93]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 140] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=171, scale=0.090111]
D [print_tensor:146]out(0): id[ 141] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030701]
D [setup_node:441]Setup node id[18] uid[80] op[CONV2D] name[Conv_Conv_43_80]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 141] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030701]
D [print_tensor:146]in(1) : id[ 20] vtl[0] const[1] shape[ 1, 1, 128, 64 ] fmt[u8 ] qnt[ASM zp=124, scale=0.010764]
D [print_tensor:146]in(2) : id[ 21] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000330]
D [print_tensor:146]out(0): id[ 142] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=146, scale=0.076641]
D [setup_node:441]Setup node id[19] uid[125] op[CONV2D] name[Conv_Conv_26_125]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 141] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030701]
D [print_tensor:146]in(1) : id[ 22] vtl[0] const[1] shape[ 1, 1, 128, 64 ] fmt[u8 ] qnt[ASM zp=166, scale=0.003562]
D [print_tensor:146]in(2) : id[ 23] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000109]
D [print_tensor:146]out(0): id[ 143] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=178, scale=0.036697]
D [setup_node:441]Setup node id[20] uid[76] op[SWISH] name[Sigmoid_Sigmoid_44_79_Mul_Mul_45_76]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 142] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=146, scale=0.076641]
D [print_tensor:146]out(0): id[ 144] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [setup_node:441]Setup node id[21] uid[112] op[SWISH] name[Sigmoid_Sigmoid_27_126_Mul_Mul_28_112]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 143] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=178, scale=0.036697]
D [print_tensor:146]out(0): id[ 145] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 24, scale=0.011626]
D [setup_node:441]Setup node id[22] uid[142] op[CONV2D] name[Conv_Conv_29_142]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 145] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 24, scale=0.011626]
D [print_tensor:146]in(1) : id[ 24] vtl[0] const[1] shape[ 1, 1, 64, 64 ] fmt[u8 ] qnt[ASM zp=121, scale=0.017632]
D [print_tensor:146]in(2) : id[ 25] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000205]
D [print_tensor:146]out(0): id[ 146] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=137, scale=0.055454]
D [setup_node:441]Setup node id[23] uid[130] op[SWISH] name[Sigmoid_Sigmoid_30_143_Mul_Mul_31_130]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 146] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=137, scale=0.055454]
D [print_tensor:146]out(0): id[ 147] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.026718]
D [setup_node:441]Setup node id[24] uid[127] op[CONV2D] name[Conv_Conv_32_127]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 147] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.026718]
D [print_tensor:146]in(1) : id[ 26] vtl[0] const[1] shape[ 3, 3, 64, 64 ] fmt[u8 ] qnt[ASM zp=143, scale=0.002989]
D [print_tensor:146]in(2) : id[ 27] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000080]
D [print_tensor:146]out(0): id[ 148] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=157, scale=0.051463]
D [setup_node:441]Setup node id[25] uid[113] op[SWISH] name[Sigmoid_Sigmoid_33_128_Mul_Mul_34_113]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 148] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=157, scale=0.051463]
D [print_tensor:146]out(0): id[ 149] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 13, scale=0.020716]
D [setup_node:441]Setup node id[26] uid[101] op[ADD] name[Add_Add_35_101]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 145] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 24, scale=0.011626]
D [print_tensor:146]in(1) : id[ 149] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 13, scale=0.020716]
D [print_tensor:146]out(0): id[ 150] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 25, scale=0.022189]
D [setup_node:441]Setup node id[27] uid[129] op[CONV2D] name[Conv_Conv_36_129]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 150] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 25, scale=0.022189]
D [print_tensor:146]in(1) : id[ 28] vtl[0] const[1] shape[ 1, 1, 64, 64 ] fmt[u8 ] qnt[ASM zp=148, scale=0.012574]
D [print_tensor:146]in(2) : id[ 29] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000279]
D [print_tensor:146]out(0): id[ 151] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=150, scale=0.073397]
D [setup_node:441]Setup node id[28] uid[114] op[SWISH] name[Sigmoid_Sigmoid_37_115_Mul_Mul_38_114]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 151] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=150, scale=0.073397]
D [print_tensor:146]out(0): id[ 152] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.031369]
D [setup_node:441]Setup node id[29] uid[102] op[CONV2D] name[Conv_Conv_39_102]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 152] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.031369]
D [print_tensor:146]in(1) : id[ 30] vtl[0] const[1] shape[ 3, 3, 64, 64 ] fmt[u8 ] qnt[ASM zp=133, scale=0.004985]
D [print_tensor:146]in(2) : id[ 31] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000156]
D [print_tensor:146]out(0): id[ 153] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=145, scale=0.089957]
D [setup_node:441]Setup node id[30] uid[92] op[SWISH] name[Sigmoid_Sigmoid_40_103_Mul_Mul_41_92]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 153] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=145, scale=0.089957]
D [print_tensor:146]out(0): id[ 154] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.039933]
D [setup_node:441]Setup node id[31] uid[91] op[ADD] name[Add_Add_42_91]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 150] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 25, scale=0.022189]
D [print_tensor:146]in(1) : id[ 154] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.039933]
D [print_tensor:146]out(0): id[ 155] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [setup_node:441]Setup node id[32] uid[75] op[CONCAT] name[Concat_Concat_46_75]
D [print_tensor:146]in(0) : id[ 155] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [print_tensor:146]in(1) : id[ 144] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [print_tensor:146]out(0): id[ 156] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [setup_node:441]Setup node id[33] uid[58] op[CONV2D] name[Conv_Conv_47_58]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 156] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.042961]
D [print_tensor:146]in(1) : id[ 32] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=128, scale=0.004709]
D [print_tensor:146]in(2) : id[ 33] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000202]
D [print_tensor:146]out(0): id[ 157] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=133, scale=0.071989]
D [setup_node:441]Setup node id[34] uid[44] op[SWISH] name[Sigmoid_Sigmoid_48_59_Mul_Mul_49_44]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 157] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=133, scale=0.071989]
D [print_tensor:146]out(0): id[ 158] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[35] uid[156] op[CONV2D] name[Conv_Conv_50_156]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 158] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 34] vtl[0] const[1] shape[ 3, 3, 128, 256 ] fmt[u8 ] qnt[ASM zp=149, scale=0.004070]
D [print_tensor:146]in(2) : id[ 35] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000286]
D [print_tensor:146]out(0): id[ 159] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=138, scale=0.098534]
D [setup_node:441]Setup node id[36] uid[154] op[SWISH] name[Sigmoid_Sigmoid_51_155_Mul_Mul_52_154]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 159] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=138, scale=0.098534]
D [print_tensor:146]out(0): id[ 160] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.046170]
D [setup_node:441]Setup node id[37] uid[141] op[CONV2D] name[Conv_Conv_77_141]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 160] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.046170]
D [print_tensor:146]in(1) : id[ 36] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=158, scale=0.008809]
D [print_tensor:146]in(2) : id[ 37] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000407]
D [print_tensor:146]out(0): id[ 161] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=126, scale=0.122159]
D [setup_node:441]Setup node id[38] uid[201] op[CONV2D] name[Conv_Conv_53_201]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 160] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.046170]
D [print_tensor:146]in(1) : id[ 38] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=103, scale=0.004259]
D [print_tensor:146]in(2) : id[ 39] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000197]
D [print_tensor:146]out(0): id[ 162] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=146, scale=0.051849]
D [setup_node:441]Setup node id[39] uid[139] op[SWISH] name[Sigmoid_Sigmoid_78_140_Mul_Mul_79_139]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 161] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=126, scale=0.122159]
D [print_tensor:146]out(0): id[ 163] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [setup_node:441]Setup node id[40] uid[196] op[SWISH] name[Sigmoid_Sigmoid_54_202_Mul_Mul_55_196]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 162] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=146, scale=0.051849]
D [print_tensor:146]out(0): id[ 164] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 12, scale=0.023138]
D [setup_node:441]Setup node id[41] uid[204] op[CONV2D] name[Conv_Conv_56_204]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 164] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 12, scale=0.023138]
D [print_tensor:146]in(1) : id[ 40] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=107, scale=0.013509]
D [print_tensor:146]in(2) : id[ 41] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000313]
D [print_tensor:146]out(0): id[ 165] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=118, scale=0.088111]
D [setup_node:441]Setup node id[42] uid[200] op[SWISH] name[Sigmoid_Sigmoid_57_203_Mul_Mul_58_200]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 165] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=118, scale=0.088111]
D [print_tensor:146]out(0): id[ 166] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048426]
D [setup_node:441]Setup node id[43] uid[199] op[CONV2D] name[Conv_Conv_59_199]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 166] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048426]
D [print_tensor:146]in(1) : id[ 42] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=167, scale=0.003126]
D [print_tensor:146]in(2) : id[ 43] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000151]
D [print_tensor:146]out(0): id[ 167] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=153, scale=0.058458]
D [setup_node:441]Setup node id[44] uid[197] op[SWISH] name[Sigmoid_Sigmoid_60_198_Mul_Mul_61_197]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 167] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=153, scale=0.058458]
D [print_tensor:146]out(0): id[ 168] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.024305]
D [setup_node:441]Setup node id[45] uid[182] op[ADD] name[Add_Add_62_182]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 164] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 12, scale=0.023138]
D [print_tensor:146]in(1) : id[ 168] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.024305]
D [print_tensor:146]out(0): id[ 169] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 20, scale=0.028512]
D [setup_node:441]Setup node id[46] uid[195] op[CONV2D] name[Conv_Conv_63_195]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 169] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 20, scale=0.028512]
D [print_tensor:146]in(1) : id[ 44] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=127, scale=0.012131]
D [print_tensor:146]in(2) : id[ 45] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000346]
D [print_tensor:146]out(0): id[ 170] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=119, scale=0.086105]
D [setup_node:441]Setup node id[47] uid[187] op[SWISH] name[Sigmoid_Sigmoid_64_193_Mul_Mul_65_187]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 170] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=119, scale=0.086105]
D [print_tensor:146]out(0): id[ 171] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047084]
D [setup_node:441]Setup node id[48] uid[186] op[CONV2D] name[Conv_Conv_66_186]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 171] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047084]
D [print_tensor:146]in(1) : id[ 46] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=135, scale=0.004933]
D [print_tensor:146]in(2) : id[ 47] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000232]
D [print_tensor:146]out(0): id[ 172] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=133, scale=0.076744]
D [setup_node:441]Setup node id[49] uid[183] op[SWISH] name[Sigmoid_Sigmoid_67_185_Mul_Mul_68_183]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 172] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=133, scale=0.076744]
D [print_tensor:146]out(0): id[ 173] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.037724]
D [setup_node:441]Setup node id[50] uid[165] op[ADD] name[Add_Add_69_165]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 169] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 20, scale=0.028512]
D [print_tensor:146]in(1) : id[ 173] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.037724]
D [print_tensor:146]out(0): id[ 174] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.044021]
D [setup_node:441]Setup node id[51] uid[184] op[CONV2D] name[Conv_Conv_70_184]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 174] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.044021]
D [print_tensor:146]in(1) : id[ 48] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=132, scale=0.006095]
D [print_tensor:146]in(2) : id[ 49] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000268]
D [print_tensor:146]out(0): id[ 175] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.079066]
D [setup_node:441]Setup node id[52] uid[168] op[SWISH] name[Sigmoid_Sigmoid_71_169_Mul_Mul_72_168]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 175] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.079066]
D [print_tensor:146]out(0): id[ 176] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.037859]
D [setup_node:441]Setup node id[53] uid[166] op[CONV2D] name[Conv_Conv_73_166]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 176] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.037859]
D [print_tensor:146]in(1) : id[ 50] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=133, scale=0.008996]
D [print_tensor:146]in(2) : id[ 51] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000341]
D [print_tensor:146]out(0): id[ 177] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=144, scale=0.173823]
D [setup_node:441]Setup node id[54] uid[153] op[SWISH] name[Sigmoid_Sigmoid_74_167_Mul_Mul_75_153]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 177] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=144, scale=0.173823]
D [print_tensor:146]out(0): id[ 178] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076764]
D [setup_node:441]Setup node id[55] uid[152] op[ADD] name[Add_Add_76_152]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 174] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 19, scale=0.044021]
D [print_tensor:146]in(1) : id[ 178] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.076764]
D [print_tensor:146]out(0): id[ 179] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [setup_node:441]Setup node id[56] uid[138] op[CONCAT] name[Concat_Concat_80_138]
D [print_tensor:146]in(0) : id[ 179] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [print_tensor:146]in(1) : id[ 163] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [print_tensor:146]out(0): id[ 180] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [setup_node:441]Setup node id[57] uid[123] op[CONV2D] name[Conv_Conv_81_123]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 180] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 14, scale=0.079431]
D [print_tensor:146]in(1) : id[ 52] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=119, scale=0.003344]
D [print_tensor:146]in(2) : id[ 53] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000266]
D [print_tensor:146]out(0): id[ 181] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=126, scale=0.080533]
D [setup_node:441]Setup node id[58] uid[111] op[SWISH] name[Sigmoid_Sigmoid_82_124_Mul_Mul_83_111]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 181] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=126, scale=0.080533]
D [print_tensor:146]out(0): id[ 182] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[59] uid[163] op[CONV2D] name[Conv_Conv_84_163]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 182] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 54] vtl[0] const[1] shape[ 3, 3, 256, 512 ] fmt[u8 ] qnt[ASM zp= 99, scale=0.002325]
D [print_tensor:146]in(2) : id[ 55] vtl[0] const[1] shape[ 512 ] fmt[i32] qnt[ASM zp= 0, scale=0.000110]
D [print_tensor:146]out(0): id[ 183] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=128, scale=0.094755]
D [setup_node:441]Setup node id[60] uid[151] op[SWISH] name[Sigmoid_Sigmoid_85_164_Mul_Mul_86_151]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 183] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=128, scale=0.094755]
D [print_tensor:146]out(0): id[ 184] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048468]
D [setup_node:441]Setup node id[61] uid[148] op[CONV2D] name[Conv_Conv_97_148]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 184] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048468]
D [print_tensor:146]in(1) : id[ 56] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=107, scale=0.004107]
D [print_tensor:146]in(2) : id[ 57] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000199]
D [print_tensor:146]out(0): id[ 185] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=140, scale=0.099362]
D [setup_node:441]Setup node id[62] uid[176] op[CONV2D] name[Conv_Conv_87_176]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 184] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048468]
D [print_tensor:146]in(1) : id[ 58] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=100, scale=0.003560]
D [print_tensor:146]in(2) : id[ 59] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000173]
D [print_tensor:146]out(0): id[ 186] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=159, scale=0.063884]
D [setup_node:441]Setup node id[63] uid[134] op[SWISH] name[Sigmoid_Sigmoid_98_149_Mul_Mul_99_134]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 185] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=140, scale=0.099362]
D [print_tensor:146]out(0): id[ 187] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [setup_node:441]Setup node id[64] uid[161] op[SWISH] name[Sigmoid_Sigmoid_88_177_Mul_Mul_89_161]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 186] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=159, scale=0.063884]
D [print_tensor:146]out(0): id[ 188] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.025036]
D [setup_node:441]Setup node id[65] uid[194] op[CONV2D] name[Conv_Conv_90_194]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 188] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.025036]
D [print_tensor:146]in(1) : id[ 60] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=137, scale=0.016385]
D [print_tensor:146]in(2) : id[ 61] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000410]
D [print_tensor:146]out(0): id[ 189] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=115, scale=0.090749]
D [setup_node:441]Setup node id[66] uid[180] op[SWISH] name[Sigmoid_Sigmoid_91_181_Mul_Mul_92_180]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 189] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=115, scale=0.090749]
D [print_tensor:146]out(0): id[ 190] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.050769]
D [setup_node:441]Setup node id[67] uid[178] op[CONV2D] name[Conv_Conv_93_178]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 190] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.050769]
D [print_tensor:146]in(1) : id[ 62] vtl[0] const[1] shape[ 3, 3, 256, 256 ] fmt[u8 ] qnt[ASM zp=142, scale=0.003690]
D [print_tensor:146]in(2) : id[ 63] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000187]
D [print_tensor:146]out(0): id[ 191] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=120, scale=0.119965]
D [setup_node:441]Setup node id[68] uid[162] op[SWISH] name[Sigmoid_Sigmoid_94_179_Mul_Mul_95_162]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 191] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=120, scale=0.119965]
D [print_tensor:146]out(0): id[ 192] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.064594]
D [setup_node:441]Setup node id[69] uid[147] op[ADD] name[Add_Add_96_147]
D [validate_op_io_types:165]Validate [ADD]
D [print_tensor:146]in(0) : id[ 188] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.025036]
D [print_tensor:146]in(1) : id[ 192] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.064594]
D [print_tensor:146]out(0): id[ 193] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [setup_node:441]Setup node id[70] uid[133] op[CONCAT] name[Concat_Concat_100_133]
D [print_tensor:146]in(0) : id[ 193] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [print_tensor:146]in(1) : id[ 187] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [print_tensor:146]out(0): id[ 194] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [setup_node:441]Setup node id[71] uid[118] op[CONV2D] name[Conv_Conv_101_118]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 194] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.064732]
D [print_tensor:146]in(1) : id[ 64] vtl[0] const[1] shape[ 1, 1, 512, 512 ] fmt[u8 ] qnt[ASM zp=127, scale=0.004496]
D [print_tensor:146]in(2) : id[ 65] vtl[0] const[1] shape[ 512 ] fmt[i32] qnt[ASM zp= 0, scale=0.000291]
D [print_tensor:146]out(0): id[ 195] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=127, scale=0.093586]
D [setup_node:441]Setup node id[72] uid[107] op[SWISH] name[Sigmoid_Sigmoid_102_119_Mul_Mul_103_107]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 195] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=127, scale=0.093586]
D [print_tensor:146]out(0): id[ 196] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047980]
D [setup_node:441]Setup node id[73] uid[97] op[CONV2D] name[Conv_Conv_104_97]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 196] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047980]
D [print_tensor:146]in(1) : id[ 66] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=130, scale=0.003997]
D [print_tensor:146]in(2) : id[ 67] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000192]
D [print_tensor:146]out(0): id[ 197] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=111, scale=0.059499]
D [setup_node:441]Setup node id[74] uid[94] op[SWISH] name[Sigmoid_Sigmoid_105_96_Mul_Mul_106_94]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 197] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=111, scale=0.059499]
D [print_tensor:146]out(0): id[ 198] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[75] uid[95] op[POOL] name[MaxPool_MaxPool_107_95]
D [validate_op_io_types:165]Validate [POOL]
D [print_tensor:146]in(0) : id[ 198] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]out(0): id[ 199] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[76] uid[86] op[POOL] name[MaxPool_MaxPool_108_86]
D [validate_op_io_types:165]Validate [POOL]
D [print_tensor:146]in(0) : id[ 199] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]out(0): id[ 200] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[77] uid[85] op[POOL] name[MaxPool_MaxPool_109_85]
D [validate_op_io_types:165]Validate [POOL]
D [print_tensor:146]in(0) : id[ 200] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]out(0): id[ 201] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[78] uid[82] op[CONCAT] name[Concat_Concat_110_82]
D [print_tensor:146]in(0) : id[ 198] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]in(1) : id[ 199] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]in(2) : id[ 200] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]in(3) : id[ 201] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]out(0): id[ 202] vtl[1] const[0] shape[ 20, 20, 1024, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [setup_node:441]Setup node id[79] uid[81] op[CONV2D] name[Conv_Conv_111_81]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 202] vtl[1] const[0] shape[ 20, 20, 1024, 1 ] fmt[u8 ] qnt[ASM zp= 8, scale=0.034730]
D [print_tensor:146]in(1) : id[ 68] vtl[0] const[1] shape[ 1, 1, 1024, 512 ] fmt[u8 ] qnt[ASM zp=117, scale=0.003520]
D [print_tensor:146]in(2) : id[ 69] vtl[0] const[1] shape[ 512 ] fmt[i32] qnt[ASM zp= 0, scale=0.000122]
D [print_tensor:146]out(0): id[ 203] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=151, scale=0.062573]
D [setup_node:441]Setup node id[80] uid[64] op[SWISH] name[Sigmoid_Sigmoid_112_65_Mul_Mul_113_64]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 203] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=151, scale=0.062573]
D [print_tensor:146]out(0): id[ 204] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.026654]
D [setup_node:441]Setup node id[81] uid[48] op[CONV2D] name[Conv_Conv_114_48]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 204] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.026654]
D [print_tensor:146]in(1) : id[ 70] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=131, scale=0.009509]
D [print_tensor:146]in(2) : id[ 71] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000253]
D [print_tensor:146]out(0): id[ 205] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=129, scale=0.072229]
D [setup_node:441]Setup node id[82] uid[36] op[SWISH] name[Sigmoid_Sigmoid_115_49_Mul_Mul_116_36]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 205] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=129, scale=0.072229]
D [print_tensor:146]out(0): id[ 206] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[83] uid[122] op[RESIZE] name[Resize_Resize_119_122]
D [print_tensor:146]in(0) : id[ 206] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]out(0): id[ 207] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[84] uid[110] op[CONCAT] name[Concat_Concat_120_110]
D [print_tensor:146]in(0) : id[ 207] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 182] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]out(0): id[ 208] vtl[1] const[0] shape[ 40, 40, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[85] uid[99] op[CONV2D] name[Conv_Conv_130_99]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 208] vtl[1] const[0] shape[ 40, 40, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 72] vtl[0] const[1] shape[ 1, 1, 512, 128 ] fmt[u8 ] qnt[ASM zp=149, scale=0.004487]
D [print_tensor:146]in(2) : id[ 73] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000213]
D [print_tensor:146]out(0): id[ 209] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=117, scale=0.072185]
D [setup_node:441]Setup node id[86] uid[150] op[CONV2D] name[Conv_Conv_121_150]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 208] vtl[1] const[0] shape[ 40, 40, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 74] vtl[0] const[1] shape[ 1, 1, 512, 128 ] fmt[u8 ] qnt[ASM zp=131, scale=0.005529]
D [print_tensor:146]in(2) : id[ 75] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000263]
D [print_tensor:146]out(0): id[ 210] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=138, scale=0.059056]
D [setup_node:441]Setup node id[87] uid[90] op[SWISH] name[Sigmoid_Sigmoid_131_100_Mul_Mul_132_90]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 209] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=117, scale=0.072185]
D [print_tensor:146]out(0): id[ 211] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [setup_node:441]Setup node id[88] uid[136] op[SWISH] name[Sigmoid_Sigmoid_122_137_Mul_Mul_123_136]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 210] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=138, scale=0.059056]
D [print_tensor:146]out(0): id[ 212] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.028186]
D [setup_node:441]Setup node id[89] uid[135] op[CONV2D] name[Conv_Conv_124_135]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 212] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 10, scale=0.028186]
D [print_tensor:146]in(1) : id[ 76] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=129, scale=0.008401]
D [print_tensor:146]in(2) : id[ 77] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000237]
D [print_tensor:146]out(0): id[ 213] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=131, scale=0.060675]
D [setup_node:441]Setup node id[90] uid[120] op[SWISH] name[Sigmoid_Sigmoid_125_121_Mul_Mul_126_120]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 213] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=131, scale=0.060675]
D [print_tensor:146]out(0): id[ 214] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030555]
D [setup_node:441]Setup node id[91] uid[108] op[CONV2D] name[Conv_Conv_127_108]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 214] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.030555]
D [print_tensor:146]in(1) : id[ 78] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=125, scale=0.004664]
D [print_tensor:146]in(2) : id[ 79] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000143]
D [print_tensor:146]out(0): id[ 215] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.066953]
D [setup_node:441]Setup node id[92] uid[98] op[SWISH] name[Sigmoid_Sigmoid_128_109_Mul_Mul_129_98]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 215] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.066953]
D [print_tensor:146]out(0): id[ 216] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [setup_node:441]Setup node id[93] uid[88] op[CONCAT] name[Concat_Concat_133_88]
D [print_tensor:146]in(0) : id[ 216] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [print_tensor:146]in(1) : id[ 211] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [print_tensor:146]out(0): id[ 217] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [setup_node:441]Setup node id[94] uid[87] op[CONV2D] name[Conv_Conv_134_87]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 217] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 7, scale=0.040014]
D [print_tensor:146]in(1) : id[ 80] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=114, scale=0.007696]
D [print_tensor:146]in(2) : id[ 81] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000308]
D [print_tensor:146]out(0): id[ 218] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.099875]
D [setup_node:441]Setup node id[95] uid[70] op[SWISH] name[Sigmoid_Sigmoid_135_71_Mul_Mul_136_70]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 218] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=136, scale=0.099875]
D [print_tensor:146]out(0): id[ 219] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047829]
D [setup_node:441]Setup node id[96] uid[53] op[CONV2D] name[Conv_Conv_137_53]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 219] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047829]
D [print_tensor:146]in(1) : id[ 82] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=127, scale=0.005902]
D [print_tensor:146]in(2) : id[ 83] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000282]
D [print_tensor:146]out(0): id[ 220] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=115, scale=0.065202]
D [setup_node:441]Setup node id[97] uid[40] op[SWISH] name[Sigmoid_Sigmoid_138_54_Mul_Mul_139_40]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 220] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=115, scale=0.065202]
D [print_tensor:146]out(0): id[ 221] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[98] uid[57] op[RESIZE] name[Resize_Resize_142_57]
D [print_tensor:146]in(0) : id[ 221] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]out(0): id[ 222] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[99] uid[43] op[CONCAT] name[Concat_Concat_143_43]
D [print_tensor:146]in(0) : id[ 222] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 158] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]out(0): id[ 223] vtl[1] const[0] shape[ 80, 80, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[100] uid[31] op[CONV2D] name[Conv_Conv_153_31]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 223] vtl[1] const[0] shape[ 80, 80, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 84] vtl[0] const[1] shape[ 1, 1, 256, 64 ] fmt[u8 ] qnt[ASM zp= 96, scale=0.005084]
D [print_tensor:146]in(2) : id[ 85] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000358]
D [print_tensor:146]out(0): id[ 224] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=109, scale=0.056246]
D [setup_node:441]Setup node id[101] uid[89] op[CONV2D] name[Conv_Conv_144_89]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 223] vtl[1] const[0] shape[ 80, 80, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 86] vtl[0] const[1] shape[ 1, 1, 256, 64 ] fmt[u8 ] qnt[ASM zp=126, scale=0.004772]
D [print_tensor:146]in(2) : id[ 87] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000336]
D [print_tensor:146]out(0): id[ 225] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=170, scale=0.050592]
D [setup_node:441]Setup node id[102] uid[23] op[SWISH] name[Sigmoid_Sigmoid_154_32_Mul_Mul_155_23]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 224] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=109, scale=0.056246]
D [print_tensor:146]out(0): id[ 226] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [setup_node:441]Setup node id[103] uid[73] op[SWISH] name[Sigmoid_Sigmoid_145_74_Mul_Mul_146_73]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 225] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=170, scale=0.050592]
D [print_tensor:146]out(0): id[ 227] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 16, scale=0.017681]
D [setup_node:441]Setup node id[104] uid[72] op[CONV2D] name[Conv_Conv_147_72]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 227] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 16, scale=0.017681]
D [print_tensor:146]in(1) : id[ 88] vtl[0] const[1] shape[ 1, 1, 64, 64 ] fmt[u8 ] qnt[ASM zp=148, scale=0.012021]
D [print_tensor:146]in(2) : id[ 89] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000213]
D [print_tensor:146]out(0): id[ 228] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=150, scale=0.043881]
D [setup_node:441]Setup node id[105] uid[55] op[SWISH] name[Sigmoid_Sigmoid_148_56_Mul_Mul_149_55]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 228] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=150, scale=0.043881]
D [print_tensor:146]out(0): id[ 229] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 15, scale=0.018917]
D [setup_node:441]Setup node id[106] uid[41] op[CONV2D] name[Conv_Conv_150_41]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 229] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 15, scale=0.018917]
D [print_tensor:146]in(1) : id[ 90] vtl[0] const[1] shape[ 3, 3, 64, 64 ] fmt[u8 ] qnt[ASM zp=172, scale=0.011055]
D [print_tensor:146]in(2) : id[ 91] vtl[0] const[1] shape[ 64 ] fmt[i32] qnt[ASM zp= 0, scale=0.000209]
D [print_tensor:146]out(0): id[ 230] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=147, scale=0.123599]
D [setup_node:441]Setup node id[107] uid[30] op[SWISH] name[Sigmoid_Sigmoid_151_42_Mul_Mul_152_30]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 230] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp=147, scale=0.123599]
D [print_tensor:146]out(0): id[ 231] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [setup_node:441]Setup node id[108] uid[22] op[CONCAT] name[Concat_Concat_156_22]
D [print_tensor:146]in(0) : id[ 231] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [print_tensor:146]in(1) : id[ 226] vtl[1] const[0] shape[ 80, 80, 64, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [print_tensor:146]out(0): id[ 232] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [setup_node:441]Setup node id[109] uid[16] op[CONV2D] name[Conv_Conv_157_16]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 232] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.053378]
D [print_tensor:146]in(1) : id[ 92] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=119, scale=0.017043]
D [print_tensor:146]in(2) : id[ 93] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000910]
D [print_tensor:146]out(0): id[ 233] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=141, scale=0.164162]
D [setup_node:441]Setup node id[110] uid[11] op[SWISH] name[Sigmoid_Sigmoid_158_17_Mul_Mul_159_11]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 233] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp=141, scale=0.164162]
D [print_tensor:146]out(0): id[ 234] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.074469]
D [setup_node:441]Setup node id[111] uid[8] op[CONV2D] name[Conv_Conv_200_8]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 234] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.074469]
D [print_tensor:146]in(1) : id[ 94] vtl[0] const[1] shape[ 1, 1, 128, 24 ] fmt[u8 ] qnt[ASM zp= 94, scale=0.003433]
D [print_tensor:146]in(2) : id[ 95] vtl[0] const[1] shape[ 24 ] fmt[i32] qnt[ASM zp= 0, scale=0.000256]
D [print_tensor:146]out(0): id[ 235] vtl[1] const[0] shape[ 80, 80, 24, 1 ] fmt[u8 ] qnt[ASM zp=148, scale=0.042549]
D [setup_node:441]Setup node id[112] uid[68] op[CONV2D] name[Conv_Conv_160_68]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 234] vtl[1] const[0] shape[ 80, 80, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.074469]
D [print_tensor:146]in(1) : id[ 96] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=109, scale=0.002115]
D [print_tensor:146]in(2) : id[ 97] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000157]
D [print_tensor:146]out(0): id[ 236] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 83, scale=0.102934]
D [setup_node:441]Setup node id[113] uid[5] op[SIGMOID] name[Sigmoid_Sigmoid_201_5]
D [validate_op_io_types:165]Validate [RSQRT]
D [print_tensor:146]in(0) : id[ 235] vtl[1] const[0] shape[ 80, 80, 24, 1 ] fmt[u8 ] qnt[ASM zp=148, scale=0.042549]
D [print_tensor:146]out(0): id[ 0] vtl[0] const[0] shape[ 80, 80, 24, 1 ] fmt[u8 ] qnt[ASM zp= 0, scale=0.003881]
D [setup_node:441]Setup node id[114] uid[52] op[SWISH] name[Sigmoid_Sigmoid_161_69_Mul_Mul_162_52]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 236] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 83, scale=0.102934]
D [print_tensor:146]out(0): id[ 237] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[115] uid[39] op[CONCAT] name[Concat_Concat_163_39]
D [print_tensor:146]in(0) : id[ 237] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 221] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]out(0): id[ 238] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [setup_node:441]Setup node id[116] uid[28] op[CONV2D] name[Conv_Conv_173_28]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 238] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 98] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=160, scale=0.006986]
D [print_tensor:146]in(2) : id[ 99] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000492]
D [print_tensor:146]out(0): id[ 239] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 50, scale=0.147667]
D [setup_node:441]Setup node id[117] uid[83] op[CONV2D] name[Conv_Conv_164_83]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 238] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.070371]
D [print_tensor:146]in(1) : id[ 100] vtl[0] const[1] shape[ 1, 1, 256, 128 ] fmt[u8 ] qnt[ASM zp=136, scale=0.006655]
D [print_tensor:146]in(2) : id[ 101] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000468]
D [print_tensor:146]out(0): id[ 240] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=141, scale=0.067537]
D [setup_node:441]Setup node id[118] uid[21] op[SWISH] name[Sigmoid_Sigmoid_174_29_Mul_Mul_175_21]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 239] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 50, scale=0.147667]
D [print_tensor:146]out(0): id[ 241] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [setup_node:441]Setup node id[119] uid[67] op[SWISH] name[Sigmoid_Sigmoid_165_84_Mul_Mul_166_67]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 240] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=141, scale=0.067537]
D [print_tensor:146]out(0): id[ 242] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.031204]
D [setup_node:441]Setup node id[120] uid[66] op[CONV2D] name[Conv_Conv_167_66]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 242] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 9, scale=0.031204]
D [print_tensor:146]in(1) : id[ 102] vtl[0] const[1] shape[ 1, 1, 128, 128 ] fmt[u8 ] qnt[ASM zp=154, scale=0.007316]
D [print_tensor:146]in(2) : id[ 103] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000228]
D [print_tensor:146]out(0): id[ 243] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=155, scale=0.060185]
D [setup_node:441]Setup node id[121] uid[50] op[SWISH] name[Sigmoid_Sigmoid_168_51_Mul_Mul_169_50]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 243] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=155, scale=0.060185]
D [print_tensor:146]out(0): id[ 244] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.024527]
D [setup_node:441]Setup node id[122] uid[37] op[CONV2D] name[Conv_Conv_170_37]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 244] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 11, scale=0.024527]
D [print_tensor:146]in(1) : id[ 104] vtl[0] const[1] shape[ 3, 3, 128, 128 ] fmt[u8 ] qnt[ASM zp=138, scale=0.008290]
D [print_tensor:146]in(2) : id[ 105] vtl[0] const[1] shape[ 128 ] fmt[i32] qnt[ASM zp= 0, scale=0.000203]
D [print_tensor:146]out(0): id[ 245] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=131, scale=0.098296]
D [setup_node:441]Setup node id[123] uid[27] op[SWISH] name[Sigmoid_Sigmoid_171_38_Mul_Mul_172_27]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 245] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp=131, scale=0.098296]
D [print_tensor:146]out(0): id[ 246] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [setup_node:441]Setup node id[124] uid[20] op[CONCAT] name[Concat_Concat_176_20]
D [print_tensor:146]in(0) : id[ 246] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [print_tensor:146]in(1) : id[ 241] vtl[1] const[0] shape[ 40, 40, 128, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [print_tensor:146]out(0): id[ 247] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [setup_node:441]Setup node id[125] uid[14] op[CONV2D] name[Conv_Conv_177_14]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 247] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 2, scale=0.119646]
D [print_tensor:146]in(1) : id[ 106] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=103, scale=0.014103]
D [print_tensor:146]in(2) : id[ 107] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.001687]
D [print_tensor:146]out(0): id[ 248] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=158, scale=0.191893]
D [setup_node:441]Setup node id[126] uid[10] op[SWISH] name[Sigmoid_Sigmoid_178_15_Mul_Mul_179_10]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 248] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp=158, scale=0.191893]
D [print_tensor:146]out(0): id[ 249] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.073989]
D [setup_node:441]Setup node id[127] uid[7] op[CONV2D] name[Conv_Conv_202_7]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 249] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.073989]
D [print_tensor:146]in(1) : id[ 108] vtl[0] const[1] shape[ 1, 1, 256, 24 ] fmt[u8 ] qnt[ASM zp= 95, scale=0.002795]
D [print_tensor:146]in(2) : id[ 109] vtl[0] const[1] shape[ 24 ] fmt[i32] qnt[ASM zp= 0, scale=0.000207]
D [print_tensor:146]out(0): id[ 250] vtl[1] const[0] shape[ 40, 40, 24, 1 ] fmt[u8 ] qnt[ASM zp=154, scale=0.041031]
D [setup_node:441]Setup node id[128] uid[62] op[CONV2D] name[Conv_Conv_180_62]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 249] vtl[1] const[0] shape[ 40, 40, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.073989]
D [print_tensor:146]in(1) : id[ 110] vtl[0] const[1] shape[ 3, 3, 256, 256 ] fmt[u8 ] qnt[ASM zp=121, scale=0.002813]
D [print_tensor:146]in(2) : id[ 111] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000208]
D [print_tensor:146]out(0): id[ 251] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=113, scale=0.083276]
D [setup_node:441]Setup node id[129] uid[4] op[SIGMOID] name[Sigmoid_Sigmoid_203_4]
D [validate_op_io_types:165]Validate [RSQRT]
D [print_tensor:146]in(0) : id[ 250] vtl[1] const[0] shape[ 40, 40, 24, 1 ] fmt[u8 ] qnt[ASM zp=154, scale=0.041031]
D [print_tensor:146]out(0): id[ 1] vtl[0] const[0] shape[ 40, 40, 24, 1 ] fmt[u8 ] qnt[ASM zp= 0, scale=0.003861]
D [setup_node:441]Setup node id[130] uid[47] op[SWISH] name[Sigmoid_Sigmoid_181_63_Mul_Mul_182_47]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 251] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=113, scale=0.083276]
D [print_tensor:146]out(0): id[ 252] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[131] uid[35] op[CONCAT] name[Concat_Concat_183_35]
D [print_tensor:146]in(0) : id[ 252] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 206] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]out(0): id[ 253] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [setup_node:441]Setup node id[132] uid[25] op[CONV2D] name[Conv_Conv_193_25]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 253] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 112] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=124, scale=0.004172]
D [print_tensor:146]in(2) : id[ 113] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000198]
D [print_tensor:146]out(0): id[ 254] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=121, scale=0.081630]
D [setup_node:441]Setup node id[133] uid[77] op[CONV2D] name[Conv_Conv_184_77]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 253] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.047496]
D [print_tensor:146]in(1) : id[ 114] vtl[0] const[1] shape[ 1, 1, 512, 256 ] fmt[u8 ] qnt[ASM zp=142, scale=0.006283]
D [print_tensor:146]in(2) : id[ 115] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000298]
D [print_tensor:146]out(0): id[ 255] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=121, scale=0.092349]
D [setup_node:441]Setup node id[134] uid[19] op[SWISH] name[Sigmoid_Sigmoid_194_26_Mul_Mul_195_19]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 254] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=121, scale=0.081630]
D [print_tensor:146]out(0): id[ 256] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [setup_node:441]Setup node id[135] uid[61] op[SWISH] name[Sigmoid_Sigmoid_185_78_Mul_Mul_186_61]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 255] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=121, scale=0.092349]
D [print_tensor:146]out(0): id[ 257] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.049586]
D [setup_node:441]Setup node id[136] uid[60] op[CONV2D] name[Conv_Conv_187_60]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 257] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.049586]
D [print_tensor:146]in(1) : id[ 116] vtl[0] const[1] shape[ 1, 1, 256, 256 ] fmt[u8 ] qnt[ASM zp=174, scale=0.008063]
D [print_tensor:146]in(2) : id[ 117] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000400]
D [print_tensor:146]out(0): id[ 258] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=130, scale=0.096658]
D [setup_node:441]Setup node id[137] uid[45] op[SWISH] name[Sigmoid_Sigmoid_188_46_Mul_Mul_189_45]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 258] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=130, scale=0.096658]
D [print_tensor:146]out(0): id[ 259] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048539]
D [setup_node:441]Setup node id[138] uid[33] op[CONV2D] name[Conv_Conv_190_33]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 259] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 6, scale=0.048539]
D [print_tensor:146]in(1) : id[ 118] vtl[0] const[1] shape[ 3, 3, 256, 256 ] fmt[u8 ] qnt[ASM zp=155, scale=0.005565]
D [print_tensor:146]in(2) : id[ 119] vtl[0] const[1] shape[ 256 ] fmt[i32] qnt[ASM zp= 0, scale=0.000270]
D [print_tensor:146]out(0): id[ 260] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=128, scale=0.132880]
D [setup_node:441]Setup node id[139] uid[24] op[SWISH] name[Sigmoid_Sigmoid_191_34_Mul_Mul_192_24]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 260] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp=128, scale=0.132880]
D [print_tensor:146]out(0): id[ 261] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [setup_node:441]Setup node id[140] uid[18] op[CONCAT] name[Concat_Concat_196_18]
D [print_tensor:146]in(0) : id[ 261] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [print_tensor:146]in(1) : id[ 256] vtl[1] const[0] shape[ 20, 20, 256, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [print_tensor:146]out(0): id[ 262] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [setup_node:441]Setup node id[141] uid[12] op[CONV2D] name[Conv_Conv_197_12]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 262] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 4, scale=0.067189]
D [print_tensor:146]in(1) : id[ 120] vtl[0] const[1] shape[ 1, 1, 512, 512 ] fmt[u8 ] qnt[ASM zp=175, scale=0.006591]
D [print_tensor:146]in(2) : id[ 121] vtl[0] const[1] shape[ 512 ] fmt[i32] qnt[ASM zp= 0, scale=0.000443]
D [print_tensor:146]out(0): id[ 263] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=148, scale=0.128510]
D [setup_node:441]Setup node id[142] uid[9] op[SWISH] name[Sigmoid_Sigmoid_198_13_Mul_Mul_199_9]
D [validate_op_io_types:165]Validate [SWISH]
D [print_tensor:146]in(0) : id[ 263] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp=148, scale=0.128510]
D [print_tensor:146]out(0): id[ 264] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.054928]
D [setup_node:441]Setup node id[143] uid[6] op[CONV2D] name[Conv_Conv_204_6]
D [validate_op_io_types:165]Validate [CONV2D]
D [print_tensor:146]in(0) : id[ 264] vtl[1] const[0] shape[ 20, 20, 512, 1 ] fmt[u8 ] qnt[ASM zp= 5, scale=0.054928]
D [print_tensor:146]in(1) : id[ 122] vtl[0] const[1] shape[ 1, 1, 512, 24 ] fmt[u8 ] qnt[ASM zp=115, scale=0.001869]
D [print_tensor:146]in(2) : id[ 123] vtl[0] const[1] shape[ 24 ] fmt[i32] qnt[ASM zp= 0, scale=0.000103]
D [print_tensor:146]out(0): id[ 265] vtl[1] const[0] shape[ 20, 20, 24, 1 ] fmt[u8 ] qnt[ASM zp=135, scale=0.046557]
D [setup_node:441]Setup node id[144] uid[3] op[SIGMOID] name[Sigmoid_Sigmoid_205_3]
D [validate_op_io_types:165]Validate [RSQRT]
D [print_tensor:146]in(0) : id[ 265] vtl[1] const[0] shape[ 20, 20, 24, 1 ] fmt[u8 ] qnt[ASM zp=135, scale=0.046557]
D [print_tensor:146]out(0): id[ 2] vtl[0] const[0] shape[ 20, 20, 24, 1 ] fmt[u8 ] qnt[ASM zp= 0, scale=0.003907]
D [optimize_node:385]Backward optimize neural network
D [op_optimize:437]Optimize CONCAT, uid 18
D [op_optimize:437]Optimize CONCAT, uid 35
D [op_optimize:437]Optimize CONCAT, uid 20
D [op_optimize:437]Optimize CONCAT, uid 39
D [op_optimize:437]Optimize CONCAT, uid 22
D [op_optimize:437]Optimize CONCAT, uid 43
D [op_optimize:437]Optimize CONCAT, uid 88
D [op_optimize:437]Optimize CONCAT, uid 110
D [op_optimize:437]Optimize CONCAT, uid 82
D [op_optimize:437]Optimize CONCAT, uid 133
D [op_optimize:437]Optimize CONCAT, uid 138
D [op_optimize:437]Optimize CONCAT, uid 75
D [op_optimize:437]Optimize CONCAT, uid 131
D [optimize_node:392]Forward optimize neural network
I [compute_node:327]Create vx node
D [compute_node:350]Instance node[0] "CONV2D" ...
D [compute_node:350]Instance node[1] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[2] "CONV2D" ...
D [compute_node:350]Instance node[3] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[4] "CONV2D" ...
D [compute_node:350]Instance node[5] "CONV2D" ...
D [compute_node:350]Instance node[6] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[7] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[8] "CONV2D" ...
D [compute_node:350]Instance node[9] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[10] "CONV2D" ...
D [compute_node:350]Instance node[11] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[12] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[13] "CONCAT" ...
D [compute_node:350]Instance node[14] "CONV2D" ...
D [compute_node:350]Instance node[15] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[16] "CONV2D" ...
D [compute_node:350]Instance node[17] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[18] "CONV2D" ...
D [compute_node:350]Instance node[19] "CONV2D" ...
D [compute_node:350]Instance node[20] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[21] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[22] "CONV2D" ...
D [compute_node:350]Instance node[23] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[24] "CONV2D" ...
D [compute_node:350]Instance node[25] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[26] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[27] "CONV2D" ...
D [compute_node:350]Instance node[28] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[29] "CONV2D" ...
D [compute_node:350]Instance node[30] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[31] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[32] "CONCAT" ...
D [compute_node:350]Instance node[33] "CONV2D" ...
D [compute_node:350]Instance node[34] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[35] "CONV2D" ...
D [compute_node:350]Instance node[36] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[37] "CONV2D" ...
D [compute_node:350]Instance node[38] "CONV2D" ...
D [compute_node:350]Instance node[39] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[40] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[41] "CONV2D" ...
D [compute_node:350]Instance node[42] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[43] "CONV2D" ...
D [compute_node:350]Instance node[44] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[45] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[46] "CONV2D" ...
D [compute_node:350]Instance node[47] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[48] "CONV2D" ...
D [compute_node:350]Instance node[49] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[50] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[51] "CONV2D" ...
D [compute_node:350]Instance node[52] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[53] "CONV2D" ...
D [compute_node:350]Instance node[54] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[55] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[56] "CONCAT" ...
D [compute_node:350]Instance node[57] "CONV2D" ...
D [compute_node:350]Instance node[58] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[59] "CONV2D" ...
D [compute_node:350]Instance node[60] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[61] "CONV2D" ...
D [compute_node:350]Instance node[62] "CONV2D" ...
D [compute_node:350]Instance node[63] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[64] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[65] "CONV2D" ...
D [compute_node:350]Instance node[66] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[67] "CONV2D" ...
D [compute_node:350]Instance node[68] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[69] "ADD" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "add"
D [compute_node:350]Instance node[70] "CONCAT" ...
D [compute_node:350]Instance node[71] "CONV2D" ...
D [compute_node:350]Instance node[72] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[73] "CONV2D" ...
D [compute_node:350]Instance node[74] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[75] "POOL" ...
D [compute_node:350]Instance node[76] "POOL" ...
D [compute_node:350]Instance node[77] "POOL" ...
D [compute_node:350]Instance node[78] "CONCAT" ...
D [compute_node:350]Instance node[79] "CONV2D" ...
D [compute_node:350]Instance node[80] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[81] "CONV2D" ...
D [compute_node:350]Instance node[82] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[83] "RESIZE" ...
D [compute_node:350]Instance node[84] "CONCAT" ...
D [compute_node:350]Instance node[85] "CONV2D" ...
D [compute_node:350]Instance node[86] "CONV2D" ...
D [compute_node:350]Instance node[87] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[88] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[89] "CONV2D" ...
D [compute_node:350]Instance node[90] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[91] "CONV2D" ...
D [compute_node:350]Instance node[92] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[93] "CONCAT" ...
D [compute_node:350]Instance node[94] "CONV2D" ...
D [compute_node:350]Instance node[95] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[96] "CONV2D" ...
D [compute_node:350]Instance node[97] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[98] "RESIZE" ...
D [compute_node:350]Instance node[99] "CONCAT" ...
D [compute_node:350]Instance node[100] "CONV2D" ...
D [compute_node:350]Instance node[101] "CONV2D" ...
D [compute_node:350]Instance node[102] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[103] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[104] "CONV2D" ...
D [compute_node:350]Instance node[105] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[106] "CONV2D" ...
D [compute_node:350]Instance node[107] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[108] "CONCAT" ...
D [compute_node:350]Instance node[109] "CONV2D" ...
D [compute_node:350]Instance node[110] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[111] "CONV2D" ...
D [compute_node:350]Instance node[112] "CONV2D" ...
D [compute_node:350]Instance node[113] "SIGMOID" ...
D [compute_node:350]Instance node[114] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[115] "CONCAT" ...
D [compute_node:350]Instance node[116] "CONV2D" ...
D [compute_node:350]Instance node[117] "CONV2D" ...
D [compute_node:350]Instance node[118] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[119] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[120] "CONV2D" ...
D [compute_node:350]Instance node[121] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[122] "CONV2D" ...
D [compute_node:350]Instance node[123] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[124] "CONCAT" ...
D [compute_node:350]Instance node[125] "CONV2D" ...
D [compute_node:350]Instance node[126] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[127] "CONV2D" ...
D [compute_node:350]Instance node[128] "CONV2D" ...
D [compute_node:350]Instance node[129] "SIGMOID" ...
D [compute_node:350]Instance node[130] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[131] "CONCAT" ...
D [compute_node:350]Instance node[132] "CONV2D" ...
D [compute_node:350]Instance node[133] "CONV2D" ...
D [compute_node:350]Instance node[134] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[135] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[136] "CONV2D" ...
D [compute_node:350]Instance node[137] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[138] "CONV2D" ...
D [compute_node:350]Instance node[139] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[140] "CONCAT" ...
D [compute_node:350]Instance node[141] "CONV2D" ...
D [compute_node:350]Instance node[142] "SWISH" ...
D [rknn_kernel_selector:970]Instance OPENVX node with kernel "swish"
D [compute_node:350]Instance node[143] "CONV2D" ...
D [compute_node:350]Instance node[144] "SIGMOID" ...

D [rknn_init:1985] Input Tensors:
D [rknn_query:2162] input 0, name=images_205
D [printRKNNTensor:1878] index=0 name=images_205 n_dims=4 dims=[1 3 640 640] n_elems=1228800 size=1228800 fmt=NCHW
type=UINT8 qnt_type=AFFINE fl=0 zp=0 scale=0.003922
D [rknn_init:2001] Output Tensors:
D [printRKNNTensor:1878] index=0 name=Sigmoid_Sigmoid_201/out0_0 n_dims=4 dims=[1 24 80 80] n_elems=153600 size=153600 fmt=NCHW
type=UINT8 qnt_type=AFFINE fl=0 zp=0 scale=0.003881
D [printRKNNTensor:1878] index=1 name=Sigmoid_Sigmoid_203/out0_1 n_dims=4 dims=[1 24 40 40] n_elems=38400 size=38400 fmt=NCHW
type=UINT8 qnt_type=AFFINE fl=0 zp=0 scale=0.003861
D [printRKNNTensor:1878] index=2 name=Sigmoid_Sigmoid_205/out0_2 n_dims=4 dims=[1 24 20 20] n_elems=9600 size=9600 fmt=NCHW
type=UINT8 qnt_type=AFFINE fl=0 zp=0 scale=0.003907
D [rknn_query:2162] input 0, name=images_205
I [remove_client_ops:5760]remove_client_ops num=0
I [remove_client_ops:5771]remove_client_ops finish
D [rknn_init:1985] Input Tensors:
D [rknn_query:2162] input 0, name=images_205
D [printRKNNTensor:1878] index=0 name=images_205 n_dims=4 dims=[1 3 640 640] n_elems=1228800 size=1228800 fmt=NCHW
type=UINT8 qnt_type=AFFINE fl=0 zp=0 scale=0.003922
D [rknn_init:2001] Output Tensors:
D [printRKNNTensor:1878] index=0 name=Sigmoid_Sigmoid_201/out0_0 n_dims=4 dims=[1 24 80 80] n_elems=153600 size=153600 fmt=NCHW
type=UINT8 qnt_type=AFFINE fl=0 zp=0 scale=0.003881
D [printRKNNTensor:1878] index=1 name=Sigmoid_Sigmoid_203/out0_1 n_dims=4 dims=[1 24 40 40] n_elems=38400 size=38400 fmt=NCHW
type=UINT8 qnt_type=AFFINE fl=0 zp=0 scale=0.003861
D [printRKNNTensor:1878] index=2 name=Sigmoid_Sigmoid_205/out0_2 n_dims=4 dims=[1 24 20 20] n_elems=9600 size=9600 fmt=NCHW
type=UINT8 qnt_type=AFFINE fl=0 zp=0 scale=0.003907
sdk version: librknn_runtime version 1.7.5 (ccb93f1 build: 2023-07-18 10:56:29 base: 1131) driver version: 6.4.6.5.351518
model input num: 1, output num: 3
D [rknn_query:2162] input 0, name=images_205
index=0, name=images_205, n_dims=4, dims=[1, 3, 640, 640], n_elems=1228800, size=1228800, fmt=NCHW, type=UINT8, qnt_type=AFFINE, zp=0, scale=0.003922
index=0, name=Sigmoid_Sigmoid_201/out0_0, n_dims=4, dims=[1, 24, 80, 80], n_elems=153600, size=153600, fmt=NCHW, type=UINT8, qnt_type=AFFINE, zp=0, scale=0.003881
index=1, name=Sigmoid_Sigmoid_203/out0_1, n_dims=4, dims=[1, 24, 40, 40], n_elems=38400, size=38400, fmt=NCHW, type=UINT8, qnt_type=AFFINE, zp=0, scale=0.003861
index=2, name=Sigmoid_Sigmoid_205/out0_2, n_dims=4, dims=[1, 24, 20, 20], n_elems=9600, size=9600, fmt=NCHW, type=UINT8, qnt_type=AFFINE, zp=0, scale=0.003907
model is NCHW input fmt
pre compile len = 5908480

使用该模型进行推理，显示信息如下：
Loading mode modified_person_helmet-20230930.onnx.rknn_pre_compile.rknn...
librknn_runtime version 1.7.5 (ccb93f1 build: 2023-07-18 10:56:29 base: 1131)
E [parseModel:145]Invalid RKNN model:1313689686 vs 65550
rknn_init error ret=-6
ExtractorRknn fail

@eRaul
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eRaul commented Dec 18, 2023

从预编译日志看不到什么问题。麻烦提供rknn模型以便复现。

@holdon1997
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请问解决了嘛？我也遇到了同样的问题。

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@eRaul @holdon1997 @rzzhangtao