| Model Version | N/A |
| Total Params | 240692 (0 MB assuming single precision float) |
| Total Macs | 1166M (100%) |
| Converter Version | 2.10.0.4541 |
| Converter Command | snpe-onnx-to-dlc adjust_nms_features_dims=True align_matmul_ranks=True batch=None copyright_file=None custom_io= custom_op_config_paths=None debug=-1 define_symbol=None disable_batchnorm_folding=False dry_run=None dumpIR=False dump_custom_io_config_template= dump_inferred_model=False dump_value_info=False enable_match_gathernd=False enable_strict_validation=False expand_gru_op_structure=True extract_color_transform=True float_bw=32 force_prune_cast_ops=False handle_gather_negative_indices=True inject_cast_for_gather=True input_dim=None input_dtype=[] input_encoding=[] input_layout=[] input_type=[] keep_disconnected_nodes=False keep_int64_inputs=False keep_quant_nodes=False match_caffe_ssd_to_tf=True model_version=None no_simplification=False op_package_lib= out_names=['582'] package_name=None perform_axes_to_spatial_first_order=True prepare_inputs_as_params=False preprocess_roi_pool_inputs=True quantization_overrides= squash_box_decoder=True unroll_gru_time_steps=True unroll_lstm_time_steps=True use_convert_quantization_nodes=False validation_target=[] |
| N/A |
| avg (us) | max (us) | min (us) | runtime | ||
|---|---|---|---|---|---|
| 0 | Load | 408 | 485 | 216 | CPU |
| 1 | Deserialize | 1734 | 1950 | 938 | CPU |
| 2 | Create | 350980 | 366108 | 343809 | CPU |
| 3 | Init | 355515 | 370761 | 348360 | CPU |
| 4 | De-Init | 19516 | 20932 | 17834 | CPU |
| 5 | Create Network(s) | 337116 | 350754 | 331033 | CPU |
| 6 | RPC Init Time | 5977 | 5996 | 5957 | CPU |
| 7 | Snpe Accelerator Init Time | 5827 | 5840 | 5807 | CPU |
| 8 | Accelerator Init Time | 5789 | 5800 | 5770 | CPU |
| 9 | Total Inference Time | 142611 | 145833 | 137889 | CPU|DSP |
| 10 | Forward Propagate | 142584 | 145803 | 137860 | CPU|DSP |
| 11 | RPC Execute | 138559 | 141395 | 133568 | CPU|DSP |
| 12 | Snpe Accelerator | 137526 | 139936 | 133206 | CPU|DSP |
| 13 | Accelerator | 130537 | 132777 | 126775 | CPU|DSP |
| 14 | Misc Accelerator | 0 | 0 | 0 | CPU|DSP |
| avg (cycle) | max (cycle) | min (cycle) | runtime | layer name | layer type | Percentage | ||
|---|---|---|---|---|---|---|---|---|
| 0 | layer_000 (Name:Conv_0 Type:Conv2d) | 211746 | 215766 | 203995 | DSP | Conv_0 Type | Conv2d | 0.05 |
| 1 | layer_001 (Name:Conv_1 Type:Conv2d) | 193106 | 201551 | 187270 | DSP | Conv_1 Type | Conv2d | 0.04 |
| 2 | layer_002 (Name:Conv_2 Type:Conv2d) | 114743 | 119658 | 111322 | DSP | Conv_2 Type | Conv2d | 0.03 |
| 3 | layer_003 (Name:Conv_3 Type:Conv2d) | 103863 | 106581 | 98068 | DSP | Conv_3 Type | Conv2d | 0.02 |
| 4 | layer_004 (Name:Conv_4 Type:Conv2d) | 103175 | 104275 | 101719 | DSP | Conv_4 Type | Conv2d | 0.02 |
| 5 | layer_005 (Name:Conv_5 Type:Conv2d) | 113021 | 115994 | 109626 | DSP | Conv_5 Type | Conv2d | 0.03 |
| 6 | layer_006 (Name:Concat_6 Type:Concat) | 391124 | 396386 | 385753 | DSP | Concat_6 Type | Concat | 0.09 |
| 7 | layer_007 (Name:Conv_7 Type:Conv2d) | 44982 | 47383 | 41550 | DSP | Conv_7 Type | Conv2d | 0.01 |
| 8 | layer_008 (Name:PRelu_8 Type:Prelu) | 151995 | 154844 | 146266 | DSP | PRelu_8 Type | Prelu | 0.03 |
| 9 | layer_009 (Name:Conv_9 Type:DepthWiseConv2d) | 296072019 | 302399129 | 287003268 | DSP | Conv_9 Type | DepthWiseConv2d | 66.0 |
| 10 | layer_010 (Name:Conv_10 Type:DepthWiseConv2d) | 143557414 | 146516551 | 140786439 | DSP | Conv_10 Type | DepthWiseConv2d | 32.0 |
| 11 | layer_011 (Name:Conv_11 Type:Conv2d) | 14598 | 15218 | 13691 | DSP | Conv_11 Type | Conv2d | 0.0 |
| 12 | layer_012 (Name:PRelu_12 Type:Prelu) | 37473 | 38266 | 36545 | DSP | PRelu_12 Type | Prelu | 0.01 |
| 13 | layer_013 (Name:Slice_17 Type:StridedSlice) | 0 | 0 | 0 | DSP | Slice_17 Type | StridedSlice | 0.0 |
| 14 | layer_014 (Name:Slice_22 Type:StridedSlice) | 0 | 0 | 0 | DSP | Slice_22 Type | StridedSlice | 0.0 |
| 15 | layer_015 (Name:Conv_23 Type:Conv2d) | 18869 | 20109 | 18161 | DSP | Conv_23 Type | Conv2d | 0.0 |
| 16 | layer_016 (Name:Slice_28 Type:StridedSlice) | 0 | 0 | 0 | DSP | Slice_28 Type | StridedSlice | 0.0 |
| 17 | layer_017 (Name:Slice_33 Type:StridedSlice) | 155482 | 161482 | 150300 | DSP | Slice_33 Type | StridedSlice | 0.03 |
| 18 | layer_018 (Name:PRelu_34 Type:Prelu) | 107570 | 111920 | 103924 | DSP | PRelu_34 Type | Prelu | 0.02 |
| 19 | layer_019 (Name:Conv_35 Type:Conv2d) | 13565 | 14915 | 11737 | DSP | Conv_35 Type | Conv2d | 0.0 |
| 20 | layer_020 (Name:Conv_36 Type:DepthWiseConv2d) | 9378 | 10240 | 8373 | DSP | Conv_36 Type | DepthWiseConv2d | 0.0 |
| 21 | layer_021 (Name:Conv_37 Type:DepthWiseConv2d) | 7552 | 8398 | 7110 | DSP | Conv_37 Type | DepthWiseConv2d | 0.0 |
| 22 | layer_022 (Name:Conv_38 Type:Conv2d) | 12945 | 13696 | 12133 | DSP | Conv_38 Type | Conv2d | 0.0 |
| 23 | layer_023 (Name:Add_39 Type:Eltwise_Binary) | 108139 | 109930 | 106355 | DSP | Add_39 Type | Eltwise_Binary | 0.02 |
| 24 | layer_024 (Name:Slice_44 Type:StridedSlice) | 0 | 0 | 0 | DSP | Slice_44 Type | StridedSlice | 0.0 |
| 25 | layer_025 (Name:Slice_49 Type:StridedSlice) | 132859 | 137543 | 129598 | DSP | Slice_49 Type | StridedSlice | 0.03 |
| 26 | layer_026 (Name:PRelu_50 Type:Prelu) | 110417 | 113367 | 108118 | DSP | PRelu_50 Type | Prelu | 0.02 |
| 27 | layer_027 (Name:Conv_51 Type:Conv2d) | 11112 | 11646 | 10398 | DSP | Conv_51 Type | Conv2d | 0.0 |
| 28 | layer_028 (Name:Conv_52 Type:DepthWiseConv2d) | 7301 | 8231 | 6508 | DSP | Conv_52 Type | DepthWiseConv2d | 0.0 |
| 29 | layer_029 (Name:Conv_53 Type:DepthWiseConv2d) | 6727 | 7263 | 6385 | DSP | Conv_53 Type | DepthWiseConv2d | 0.0 |
| 30 | layer_030 (Name:Conv_54 Type:Conv2d) | 12977 | 13885 | 12213 | DSP | Conv_54 Type | Conv2d | 0.0 |
| 31 | layer_031 (Name:Add_55 Type:Eltwise_Binary) | 98419 | 100734 | 97139 | DSP | Add_55 Type | Eltwise_Binary | 0.02 |
| 32 | layer_032 (Name:PRelu_56 Type:Prelu) | 98694 | 105017 | 96338 | DSP | PRelu_56 Type | Prelu | 0.02 |
| 33 | layer_033 (Name:Conv_57 Type:Conv2d) | 12983 | 14608 | 9581 | DSP | Conv_57 Type | Conv2d | 0.0 |
| 34 | layer_034 (Name:Conv_58 Type:DepthWiseConv2d) | 8762 | 9627 | 7513 | DSP | Conv_58 Type | DepthWiseConv2d | 0.0 |
| 35 | layer_035 (Name:Conv_59 Type:DepthWiseConv2d) | 11613 | 13059 | 10435 | DSP | Conv_59 Type | DepthWiseConv2d | 0.0 |
| 36 | layer_036 (Name:Add_60 Type:Eltwise_Binary) | 18357 | 18931 | 17718 | DSP | Add_60 Type | Eltwise_Binary | 0.0 |
| 37 | layer_037 (Name:Conv_61 Type:Conv2d) | 14760 | 17640 | 12393 | DSP | Conv_61 Type | Conv2d | 0.0 |
| 38 | layer_038 (Name:Add_62 Type:Eltwise_Binary) | 99674 | 102815 | 97946 | DSP | Add_62 Type | Eltwise_Binary | 0.02 |
| 39 | layer_039 (Name:PRelu_63 Type:Prelu) | 98283 | 99410 | 96359 | DSP | PRelu_63 Type | Prelu | 0.02 |
| 40 | layer_040 (Name:Conv_64 Type:Conv2d) | 9322 | 10240 | 8745 | DSP | Conv_64 Type | Conv2d | 0.0 |
| 41 | layer_041 (Name:Conv_65 Type:DepthWiseConv2d) | 6672 | 8405 | 6006 | DSP | Conv_65 Type | DepthWiseConv2d | 0.0 |
| 42 | layer_042 (Name:Conv_66 Type:DepthWiseConv2d) | 11545 | 16016 | 9692 | DSP | Conv_66 Type | DepthWiseConv2d | 0.0 |
| 43 | layer_043 (Name:Add_67 Type:Eltwise_Binary) | 17632 | 17962 | 17165 | DSP | Add_67 Type | Eltwise_Binary | 0.0 |
| 44 | layer_044 (Name:Conv_68 Type:Conv2d) | 12304 | 13199 | 11528 | DSP | Conv_68 Type | Conv2d | 0.0 |
| 45 | layer_045 (Name:Add_69 Type:Eltwise_Binary) | 99038 | 100204 | 97689 | DSP | Add_69 Type | Eltwise_Binary | 0.02 |
| 46 | layer_046 (Name:PRelu_70 Type:Prelu) | 95908 | 97388 | 94496 | DSP | PRelu_70 Type | Prelu | 0.02 |
| 47 | layer_047 (Name:Add_71 Type:Eltwise_Binary) | 95838 | 96969 | 94546 | DSP | Add_71 Type | Eltwise_Binary | 0.02 |
| 48 | layer_048 (Name:Conv_72 Type:Conv2d) | 9656 | 10519 | 8813 | DSP | Conv_72 Type | Conv2d | 0.0 |
| 49 | layer_049 (Name:PRelu_73 Type:Prelu) | 19772 | 21392 | 18675 | DSP | PRelu_73 Type | Prelu | 0.0 |
| 50 | layer_050 (Name:MaxPool_74 Type:Pool) | 25434 | 27823 | 24263 | DSP | MaxPool_74 Type | Pool | 0.01 |
| 51 | layer_051 (Name:Conv_75 Type:DepthWiseConv2d) | 4987 | 5485 | 4247 | DSP | Conv_75 Type | DepthWiseConv2d | 0.0 |
| 52 | layer_052 (Name:Conv_76 Type:DepthWiseConv2d) | 9109 | 10571 | 7687 | DSP | Conv_76 Type | DepthWiseConv2d | 0.0 |
| 53 | layer_053 (Name:Add_77 Type:Eltwise_Binary) | 5467 | 5581 | 5309 | DSP | Add_77 Type | Eltwise_Binary | 0.0 |
| 54 | layer_054 (Name:Conv_78 Type:Conv2d) | 2794 | 4103 | 2051 | DSP | Conv_78 Type | Conv2d | 0.0 |
| 55 | layer_055 (Name:PRelu_79 Type:Prelu) | 6747 | 7135 | 6064 | DSP | PRelu_79 Type | Prelu | 0.0 |
| 56 | layer_056 (Name:Add_80 Type:Eltwise_Binary) | 5600 | 5842 | 5378 | DSP | Add_80 Type | Eltwise_Binary | 0.0 |
| 57 | layer_057 (Name:Resize_82 Type:Resize) | 64779 | 67985 | 60096 | DSP | Resize_82 Type | Resize | 0.01 |
| 58 | layer_058 (Name:Conv_83 Type:Conv2d) | 4884 | 5304 | 4257 | DSP | Conv_83 Type | Conv2d | 0.0 |
| 59 | layer_059 (Name:PRelu_84 Type:Prelu) | 18465 | 20704 | 17089 | DSP | PRelu_84 Type | Prelu | 0.0 |
| 60 | layer_060 (Name:Add_85 Type:Eltwise_Binary) | 16840 | 17158 | 16503 | DSP | Add_85 Type | Eltwise_Binary | 0.0 |
| 61 | layer_061 (Name:Conv_86 Type:Conv2d) | 0 | 0 | 0 | DSP | Conv_86 Type | Conv2d | 0.0 |
| 62 | layer_062 (Name:neuron_0 Type:Neuron) | 12043 | 12377 | 11434 | DSP | neuron_0 Type | Neuron | 0.0 |
| 63 | layer_063 (Name:Mul_91 Type:Eltwise_Binary) | 424716 | 429456 | 423016 | DSP | Mul_91 Type | Eltwise_Binary | 0.09 |
| 64 | layer_064 (Name:PRelu_92 Type:Prelu) | 98019 | 99240 | 96447 | DSP | PRelu_92 Type | Prelu | 0.02 |
| 65 | layer_065 (Name:Conv_93 Type:Conv2d) | 9724 | 10231 | 9271 | DSP | Conv_93 Type | Conv2d | 0.0 |
| 66 | layer_066 (Name:Conv_94 Type:DepthWiseConv2d) | 8743 | 9275 | 7772 | DSP | Conv_94 Type | DepthWiseConv2d | 0.0 |
| 67 | layer_067 (Name:Conv_95 Type:DepthWiseConv2d) | 8634 | 8957 | 8351 | DSP | Conv_95 Type | DepthWiseConv2d | 0.0 |
| 68 | layer_068 (Name:Add_96 Type:Eltwise_Binary) | 19065 | 19788 | 18482 | DSP | Add_96 Type | Eltwise_Binary | 0.0 |
| 69 | layer_069 (Name:Conv_97 Type:Conv2d) | 12751 | 13392 | 12462 | DSP | Conv_97 Type | Conv2d | 0.0 |
| 70 | layer_070 (Name:Add_98 Type:Eltwise_Binary) | 105641 | 106344 | 104481 | DSP | Add_98 Type | Eltwise_Binary | 0.02 |
| 71 | layer_071 (Name:PRelu_99 Type:Prelu) | 104274 | 105373 | 102599 | DSP | PRelu_99 Type | Prelu | 0.02 |
| 72 | layer_072 (Name:Conv_100 Type:Conv2d) | 8676 | 8743 | 8603 | DSP | Conv_100 Type | Conv2d | 0.0 |
| 73 | layer_073 (Name:Conv_101 Type:DepthWiseConv2d) | 9179 | 10138 | 8256 | DSP | Conv_101 Type | DepthWiseConv2d | 0.0 |
| 74 | layer_074 (Name:Conv_102 Type:DepthWiseConv2d) | 8922 | 9181 | 8151 | DSP | Conv_102 Type | DepthWiseConv2d | 0.0 |
| 75 | layer_075 (Name:Add_103 Type:Eltwise_Binary) | 19830 | 20207 | 19380 | DSP | Add_103 Type | Eltwise_Binary | 0.0 |
| 76 | layer_076 (Name:Conv_104 Type:Conv2d) | 12494 | 12885 | 11859 | DSP | Conv_104 Type | Conv2d | 0.0 |
| 77 | layer_077 (Name:Add_105 Type:Eltwise_Binary) | 101632 | 105520 | 99905 | DSP | Add_105 Type | Eltwise_Binary | 0.02 |
| 78 | layer_078 (Name:PRelu_106 Type:Prelu) | 102051 | 102669 | 101401 | DSP | PRelu_106 Type | Prelu | 0.02 |
| 79 | layer_079 (Name:Add_107 Type:Eltwise_Binary) | 99870 | 106080 | 97618 | DSP | Add_107 Type | Eltwise_Binary | 0.02 |
| 80 | layer_080 (Name:Conv_108 Type:Conv2d) | 9998 | 10498 | 9276 | DSP | Conv_108 Type | Conv2d | 0.0 |
| 81 | layer_081 (Name:PRelu_109 Type:Prelu) | 19470 | 20877 | 18306 | DSP | PRelu_109 Type | Prelu | 0.0 |
| 82 | layer_082 (Name:MaxPool_110 Type:Pool) | 16811 | 18646 | 15593 | DSP | MaxPool_110 Type | Pool | 0.0 |
| 83 | layer_083 (Name:Conv_111 Type:DepthWiseConv2d) | 2544 | 2663 | 2371 | DSP | Conv_111 Type | DepthWiseConv2d | 0.0 |
| 84 | layer_084 (Name:Conv_112 Type:DepthWiseConv2d) | 5155 | 5454 | 4658 | DSP | Conv_112 Type | DepthWiseConv2d | 0.0 |
| 85 | layer_085 (Name:Add_113 Type:Eltwise_Binary) | 5420 | 5633 | 5207 | DSP | Add_113 Type | Eltwise_Binary | 0.0 |
| 86 | layer_086 (Name:Conv_114 Type:Conv2d) | 1948 | 2039 | 1870 | DSP | Conv_114 Type | Conv2d | 0.0 |
| 87 | layer_087 (Name:PRelu_115 Type:Prelu) | 5908 | 6329 | 5595 | DSP | PRelu_115 Type | Prelu | 0.0 |
| 88 | layer_088 (Name:Add_116 Type:Eltwise_Binary) | 5466 | 5614 | 5371 | DSP | Add_116 Type | Eltwise_Binary | 0.0 |
| 89 | layer_089 (Name:Resize_118 Type:Resize) | 49481 | 51473 | 47988 | DSP | Resize_118 Type | Resize | 0.01 |
| 90 | layer_090 (Name:Conv_119 Type:Conv2d) | 4618 | 4891 | 4069 | DSP | Conv_119 Type | Conv2d | 0.0 |
| 91 | layer_091 (Name:PRelu_120 Type:Prelu) | 18135 | 18849 | 17413 | DSP | PRelu_120 Type | Prelu | 0.0 |
| 92 | layer_092 (Name:Add_121 Type:Eltwise_Binary) | 17683 | 18005 | 17308 | DSP | Add_121 Type | Eltwise_Binary | 0.0 |
| 93 | layer_093 (Name:Conv_122 Type:Conv2d) | 0 | 0 | 0 | DSP | Conv_122 Type | Conv2d | 0.0 |
| 94 | layer_094 (Name:neuron_2 Type:Neuron) | 12199 | 13174 | 11539 | DSP | neuron_2 Type | Neuron | 0.0 |
| 95 | layer_095 (Name:Mul_127 Type:Eltwise_Binary) | 424389 | 427093 | 422719 | DSP | Mul_127 Type | Eltwise_Binary | 0.09 |
| 96 | layer_096 (Name:PRelu_128 Type:Prelu) | 95695 | 97451 | 93216 | DSP | PRelu_128 Type | Prelu | 0.02 |
| 97 | layer_097 (Name:Conv_129 Type:Conv2d) | 9292 | 10027 | 9074 | DSP | Conv_129 Type | Conv2d | 0.0 |
| 98 | layer_098 (Name:Conv_130 Type:DepthWiseConv2d) | 8043 | 8541 | 7295 | DSP | Conv_130 Type | DepthWiseConv2d | 0.0 |
| 99 | layer_099 (Name:Conv_131 Type:DepthWiseConv2d) | 8465 | 8827 | 8268 | DSP | Conv_131 Type | DepthWiseConv2d | 0.0 |
| 100 | layer_100 (Name:Add_132 Type:Eltwise_Binary) | 18790 | 19241 | 18474 | DSP | Add_132 Type | Eltwise_Binary | 0.0 |
| 101 | layer_101 (Name:Conv_133 Type:Conv2d) | 13038 | 13413 | 12397 | DSP | Conv_133 Type | Conv2d | 0.0 |
| 102 | layer_102 (Name:Add_134 Type:Eltwise_Binary) | 103913 | 105059 | 102296 | DSP | Add_134 Type | Eltwise_Binary | 0.02 |
| 103 | layer_103 (Name:PRelu_135 Type:Prelu) | 105533 | 108810 | 103359 | DSP | PRelu_135 Type | Prelu | 0.02 |
| 104 | layer_104 (Name:Conv_136 Type:Conv2d) | 8817 | 8911 | 8763 | DSP | Conv_136 Type | Conv2d | 0.0 |
| 105 | layer_105 (Name:Conv_137 Type:DepthWiseConv2d) | 7303 | 7736 | 6427 | DSP | Conv_137 Type | DepthWiseConv2d | 0.0 |
| 106 | layer_106 (Name:Conv_138 Type:DepthWiseConv2d) | 7790 | 7991 | 7596 | DSP | Conv_138 Type | DepthWiseConv2d | 0.0 |
| 107 | layer_107 (Name:Add_139 Type:Eltwise_Binary) | 18960 | 19536 | 18297 | DSP | Add_139 Type | Eltwise_Binary | 0.0 |
| 108 | layer_108 (Name:Conv_140 Type:Conv2d) | 12454 | 12772 | 12324 | DSP | Conv_140 Type | Conv2d | 0.0 |
| 109 | layer_109 (Name:Add_141 Type:Eltwise_Binary) | 101335 | 102249 | 100077 | DSP | Add_141 Type | Eltwise_Binary | 0.02 |
| 110 | layer_110 (Name:PRelu_142 Type:Prelu) | 103205 | 105273 | 101753 | DSP | PRelu_142 Type | Prelu | 0.02 |
| 111 | layer_111 (Name:Add_143 Type:Eltwise_Binary) | 101480 | 103437 | 99219 | DSP | Add_143 Type | Eltwise_Binary | 0.02 |
| 112 | layer_112 (Name:Conv_144 Type:Conv2d) | 10111 | 10296 | 9486 | DSP | Conv_144 Type | Conv2d | 0.0 |
| 113 | layer_113 (Name:PRelu_145 Type:Prelu) | 20280 | 29727 | 18203 | DSP | PRelu_145 Type | Prelu | 0.0 |
| 114 | layer_114 (Name:MaxPool_146 Type:Pool) | 15724 | 16141 | 15466 | DSP | MaxPool_146 Type | Pool | 0.0 |
| 115 | layer_115 (Name:Conv_147 Type:DepthWiseConv2d) | 3410 | 3501 | 3345 | DSP | Conv_147 Type | DepthWiseConv2d | 0.0 |
| 116 | layer_116 (Name:Conv_148 Type:DepthWiseConv2d) | 4341 | 4516 | 4197 | DSP | Conv_148 Type | DepthWiseConv2d | 0.0 |
| 117 | layer_117 (Name:Add_149 Type:Eltwise_Binary) | 5713 | 5923 | 5580 | DSP | Add_149 Type | Eltwise_Binary | 0.0 |
| 118 | layer_118 (Name:Conv_150 Type:Conv2d) | 2537 | 2587 | 2420 | DSP | Conv_150 Type | Conv2d | 0.0 |
| 119 | layer_119 (Name:PRelu_151 Type:Prelu) | 6911 | 7287 | 6507 | DSP | PRelu_151 Type | Prelu | 0.0 |
| 120 | layer_120 (Name:Add_152 Type:Eltwise_Binary) | 5460 | 5758 | 5283 | DSP | Add_152 Type | Eltwise_Binary | 0.0 |
| 121 | layer_121 (Name:Resize_154 Type:Resize) | 51993 | 53387 | 51046 | DSP | Resize_154 Type | Resize | 0.01 |
| 122 | layer_122 (Name:Conv_155 Type:Conv2d) | 5943 | 6824 | 4931 | DSP | Conv_155 Type | Conv2d | 0.0 |
| 123 | layer_123 (Name:PRelu_156 Type:Prelu) | 18443 | 19427 | 17814 | DSP | PRelu_156 Type | Prelu | 0.0 |
| 124 | layer_124 (Name:Add_157 Type:Eltwise_Binary) | 18374 | 19325 | 17994 | DSP | Add_157 Type | Eltwise_Binary | 0.0 |
| 125 | layer_125 (Name:Conv_158 Type:Conv2d) | 0 | 0 | 0 | DSP | Conv_158 Type | Conv2d | 0.0 |
| 126 | layer_126 (Name:neuron_4 Type:Neuron) | 11900 | 12195 | 11740 | DSP | neuron_4 Type | Neuron | 0.0 |
| 127 | layer_127 (Name:Mul_163 Type:Eltwise_Binary) | 425954 | 427052 | 424183 | DSP | Mul_163 Type | Eltwise_Binary | 0.09 |
| 128 | layer_128 (Name:PRelu_164 Type:Prelu) | 95873 | 97626 | 94387 | DSP | PRelu_164 Type | Prelu | 0.02 |
| 129 | layer_129 (Name:Conv_165 Type:Conv2d) | 9314 | 9411 | 9232 | DSP | Conv_165 Type | Conv2d | 0.0 |
| 130 | layer_130 (Name:Conv_166 Type:DepthWiseConv2d) | 8383 | 9307 | 7933 | DSP | Conv_166 Type | DepthWiseConv2d | 0.0 |
| 131 | layer_131 (Name:Conv_167 Type:DepthWiseConv2d) | 9117 | 9384 | 8586 | DSP | Conv_167 Type | DepthWiseConv2d | 0.0 |
| 132 | layer_132 (Name:Add_168 Type:Eltwise_Binary) | 17460 | 20798 | 16606 | DSP | Add_168 Type | Eltwise_Binary | 0.0 |
| 133 | layer_133 (Name:Conv_169 Type:Conv2d) | 12392 | 12681 | 11909 | DSP | Conv_169 Type | Conv2d | 0.0 |
| 134 | layer_134 (Name:Add_170 Type:Eltwise_Binary) | 108455 | 109993 | 106401 | DSP | Add_170 Type | Eltwise_Binary | 0.02 |
| 135 | layer_135 (Name:PRelu_171 Type:Prelu) | 108872 | 112413 | 105801 | DSP | PRelu_171 Type | Prelu | 0.02 |
| 136 | layer_136 (Name:Conv_172 Type:Conv2d) | 9834 | 9942 | 9699 | DSP | Conv_172 Type | Conv2d | 0.0 |
| 137 | layer_137 (Name:Conv_173 Type:DepthWiseConv2d) | 6878 | 7078 | 6711 | DSP | Conv_173 Type | DepthWiseConv2d | 0.0 |
| 138 | layer_138 (Name:Conv_174 Type:DepthWiseConv2d) | 8404 | 9261 | 8042 | DSP | Conv_174 Type | DepthWiseConv2d | 0.0 |
| 139 | layer_139 (Name:Add_175 Type:Eltwise_Binary) | 18430 | 19168 | 17807 | DSP | Add_175 Type | Eltwise_Binary | 0.0 |
| 140 | layer_140 (Name:Conv_176 Type:Conv2d) | 12804 | 13129 | 11969 | DSP | Conv_176 Type | Conv2d | 0.0 |
| 141 | layer_141 (Name:Add_177 Type:Eltwise_Binary) | 105131 | 107741 | 103318 | DSP | Add_177 Type | Eltwise_Binary | 0.02 |
| 142 | layer_142 (Name:PRelu_178 Type:Prelu) | 106529 | 108778 | 103658 | DSP | PRelu_178 Type | Prelu | 0.02 |
| 143 | layer_143 (Name:Conv_179 Type:Conv2d) | 11865 | 12481 | 11216 | DSP | Conv_179 Type | Conv2d | 0.0 |
| 144 | layer_144 (Name:Conv_180 Type:DepthWiseConv2d) | 7365 | 7856 | 6631 | DSP | Conv_180 Type | DepthWiseConv2d | 0.0 |
| 145 | layer_145 (Name:Conv_181 Type:DepthWiseConv2d) | 9404 | 10341 | 9019 | DSP | Conv_181 Type | DepthWiseConv2d | 0.0 |
| 146 | layer_146 (Name:Add_182 Type:Eltwise_Binary) | 19247 | 19826 | 18455 | DSP | Add_182 Type | Eltwise_Binary | 0.0 |
| 147 | layer_147 (Name:Conv_183 Type:Conv2d) | 12833 | 13066 | 12287 | DSP | Conv_183 Type | Conv2d | 0.0 |
| 148 | layer_148 (Name:Add_184 Type:Eltwise_Binary) | 104708 | 106110 | 103596 | DSP | Add_184 Type | Eltwise_Binary | 0.02 |
| 149 | layer_149 (Name:PRelu_185 Type:Prelu) | 103316 | 106041 | 100842 | DSP | PRelu_185 Type | Prelu | 0.02 |
| 150 | layer_150 (Name:Add_186 Type:Eltwise_Binary) | 103813 | 105444 | 102466 | DSP | Add_186 Type | Eltwise_Binary | 0.02 |
| 151 | layer_151 (Name:Conv_187 Type:Conv2d) | 9045 | 9353 | 8934 | DSP | Conv_187 Type | Conv2d | 0.0 |
| 152 | layer_152 (Name:PRelu_188 Type:Prelu) | 19206 | 20301 | 18219 | DSP | PRelu_188 Type | Prelu | 0.0 |
| 153 | layer_153 (Name:MaxPool_189 Type:Pool) | 17036 | 17930 | 16406 | DSP | MaxPool_189 Type | Pool | 0.0 |
| 154 | layer_154 (Name:Conv_190 Type:DepthWiseConv2d) | 3110 | 3222 | 2925 | DSP | Conv_190 Type | DepthWiseConv2d | 0.0 |
| 155 | layer_155 (Name:Conv_191 Type:DepthWiseConv2d) | 5870 | 6951 | 5624 | DSP | Conv_191 Type | DepthWiseConv2d | 0.0 |
| 156 | layer_156 (Name:Add_192 Type:Eltwise_Binary) | 6033 | 6395 | 5674 | DSP | Add_192 Type | Eltwise_Binary | 0.0 |
| 157 | layer_157 (Name:Conv_193 Type:Conv2d) | 2286 | 2579 | 2131 | DSP | Conv_193 Type | Conv2d | 0.0 |
| 158 | layer_158 (Name:PRelu_194 Type:Prelu) | 8931 | 9382 | 8630 | DSP | PRelu_194 Type | Prelu | 0.0 |
| 159 | layer_159 (Name:Add_195 Type:Eltwise_Binary) | 5783 | 6348 | 5560 | DSP | Add_195 Type | Eltwise_Binary | 0.0 |
| 160 | layer_160 (Name:Resize_197 Type:Resize) | 52048 | 54478 | 49898 | DSP | Resize_197 Type | Resize | 0.01 |
| 161 | layer_161 (Name:Conv_198 Type:Conv2d) | 6747 | 7238 | 5616 | DSP | Conv_198 Type | Conv2d | 0.0 |
| 162 | layer_162 (Name:PRelu_199 Type:Prelu) | 19044 | 21463 | 17867 | DSP | PRelu_199 Type | Prelu | 0.0 |
| 163 | layer_163 (Name:Add_200 Type:Eltwise_Binary) | 19119 | 19811 | 18346 | DSP | Add_200 Type | Eltwise_Binary | 0.0 |
| 164 | layer_164 (Name:Conv_201 Type:Conv2d) | 0 | 0 | 0 | DSP | Conv_201 Type | Conv2d | 0.0 |
| 165 | layer_165 (Name:neuron_6 Type:Neuron) | 12478 | 13009 | 11685 | DSP | neuron_6 Type | Neuron | 0.0 |
| 166 | layer_166 (Name:Mul_206 Type:Eltwise_Binary) | 430611 | 439487 | 426237 | DSP | Mul_206 Type | Eltwise_Binary | 0.1 |
| 167 | layer_167 (Name:Conv_207 Type:Conv2d) | 8903 | 9144 | 8761 | DSP | Conv_207 Type | Conv2d | 0.0 |
| 168 | layer_168 (Name:Conv_208 Type:Conv2d) | 8367 | 8667 | 7612 | DSP | Conv_208 Type | Conv2d | 0.0 |
| 169 | layer_169 (Name:Slice_213 Type:StridedSlice) | 0 | 0 | 0 | DSP | Slice_213 Type | StridedSlice | 0.0 |
| 170 | layer_170 (Name:Slice_218 Type:StridedSlice) | 76269 | 79566 | 73702 | DSP | Slice_218 Type | StridedSlice | 0.02 |
| 171 | layer_171 (Name:PRelu_219 Type:Prelu) | 53216 | 54460 | 51540 | DSP | PRelu_219 Type | Prelu | 0.01 |
| 172 | layer_172 (Name:Conv_220 Type:Conv2d) | 7074 | 7243 | 6950 | DSP | Conv_220 Type | Conv2d | 0.0 |
| 173 | layer_173 (Name:Conv_221 Type:DepthWiseConv2d) | 8728 | 9137 | 8506 | DSP | Conv_221 Type | DepthWiseConv2d | 0.0 |
| 174 | layer_174 (Name:Conv_222 Type:Conv2d) | 7615 | 7720 | 7427 | DSP | Conv_222 Type | Conv2d | 0.0 |
| 175 | layer_175 (Name:Add_223 Type:Eltwise_Binary) | 59271 | 60528 | 57758 | DSP | Add_223 Type | Eltwise_Binary | 0.01 |
| 176 | layer_176 (Name:Slice_228 Type:StridedSlice) | 0 | 0 | 0 | DSP | Slice_228 Type | StridedSlice | 0.0 |
| 177 | layer_177 (Name:Slice_233 Type:StridedSlice) | 73468 | 76993 | 70790 | DSP | Slice_233 Type | StridedSlice | 0.02 |
| 178 | layer_178 (Name:PRelu_234 Type:Prelu) | 52897 | 55944 | 50622 | DSP | PRelu_234 Type | Prelu | 0.01 |
| 179 | layer_179 (Name:Conv_235 Type:Conv2d) | 8292 | 8777 | 7627 | DSP | Conv_235 Type | Conv2d | 0.0 |
| 180 | layer_180 (Name:Conv_236 Type:DepthWiseConv2d) | 10044 | 10435 | 9325 | DSP | Conv_236 Type | DepthWiseConv2d | 0.0 |
| 181 | layer_181 (Name:Conv_237 Type:Conv2d) | 8095 | 8414 | 7501 | DSP | Conv_237 Type | Conv2d | 0.0 |
| 182 | layer_182 (Name:Add_238 Type:Eltwise_Binary) | 53875 | 56024 | 52778 | DSP | Add_238 Type | Eltwise_Binary | 0.01 |
| 183 | layer_183 (Name:PRelu_239 Type:Prelu) | 52724 | 53649 | 51607 | DSP | PRelu_239 Type | Prelu | 0.01 |
| 184 | layer_184 (Name:Conv_240 Type:Conv2d) | 7109 | 7231 | 7007 | DSP | Conv_240 Type | Conv2d | 0.0 |
| 185 | layer_185 (Name:Conv_241 Type:DepthWiseConv2d) | 13563 | 14249 | 12480 | DSP | Conv_241 Type | DepthWiseConv2d | 0.0 |
| 186 | layer_186 (Name:Conv_242 Type:Conv2d) | 7483 | 7701 | 7389 | DSP | Conv_242 Type | Conv2d | 0.0 |
| 187 | layer_187 (Name:Add_243 Type:Eltwise_Binary) | 56884 | 58436 | 55525 | DSP | Add_243 Type | Eltwise_Binary | 0.01 |
| 188 | layer_188 (Name:PRelu_244 Type:Prelu) | 54004 | 62706 | 52002 | DSP | PRelu_244 Type | Prelu | 0.01 |
| 189 | layer_189 (Name:Conv_245 Type:Conv2d) | 6785 | 7049 | 6629 | DSP | Conv_245 Type | Conv2d | 0.0 |
| 190 | layer_190 (Name:Conv_246 Type:DepthWiseConv2d) | 11763 | 12139 | 11334 | DSP | Conv_246 Type | DepthWiseConv2d | 0.0 |
| 191 | layer_191 (Name:Conv_247 Type:Conv2d) | 8224 | 8468 | 7594 | DSP | Conv_247 Type | Conv2d | 0.0 |
| 192 | layer_192 (Name:Add_248 Type:Eltwise_Binary) | 57532 | 70240 | 54721 | DSP | Add_248 Type | Eltwise_Binary | 0.01 |
| 193 | layer_193 (Name:PRelu_249 Type:Prelu) | 53952 | 62953 | 51675 | DSP | PRelu_249 Type | Prelu | 0.01 |
| 194 | layer_194 (Name:Conv_250 Type:Conv2d) | 7999 | 8236 | 7779 | DSP | Conv_250 Type | Conv2d | 0.0 |
| 195 | layer_195 (Name:Conv_251 Type:DepthWiseConv2d) | 9987 | 10048 | 9864 | DSP | Conv_251 Type | DepthWiseConv2d | 0.0 |
| 196 | layer_196 (Name:Conv_252 Type:Conv2d) | 7345 | 7598 | 7096 | DSP | Conv_252 Type | Conv2d | 0.0 |
| 197 | layer_197 (Name:Add_253 Type:Eltwise_Binary) | 52977 | 54892 | 51868 | DSP | Add_253 Type | Eltwise_Binary | 0.01 |
| 198 | layer_198 (Name:Conv_254 Type:Conv2d) | 7605 | 7962 | 7116 | DSP | Conv_254 Type | Conv2d | 0.0 |
| 199 | layer_199 (Name:Conv_255 Type:DepthWiseConv2d) | 10699 | 11086 | 9985 | DSP | Conv_255 Type | DepthWiseConv2d | 0.0 |
| 200 | layer_200 (Name:Conv_256 Type:DepthWiseConv2d) | 10612 | 11530 | 10204 | DSP | Conv_256 Type | DepthWiseConv2d | 0.0 |
| 201 | layer_201 (Name:Conv_257 Type:Conv2d) | 3231 | 4092 | 3035 | DSP | Conv_257 Type | Conv2d | 0.0 |
| 202 | layer_202 (Name:PRelu_258 Type:Prelu) | 20268 | 23329 | 18872 | DSP | PRelu_258 Type | Prelu | 0.0 |
| 203 | layer_203 (Name:Conv_259 Type:Conv2d) | 3833 | 3959 | 3560 | DSP | Conv_259 Type | Conv2d | 0.0 |
| 204 | layer_204 (Name:Add_260 Type:Eltwise_Binary) | 19620 | 19940 | 19017 | DSP | Add_260 Type | Eltwise_Binary | 0.0 |
| 205 | layer_205 (Name:Conv_261 Type:DepthWiseConv2d) | 8536 | 8952 | 7962 | DSP | Conv_261 Type | DepthWiseConv2d | 0.0 |
| 206 | layer_206 (Name:Conv_262 Type:DepthWiseConv2d) | 9940 | 10324 | 9281 | DSP | Conv_262 Type | DepthWiseConv2d | 0.0 |
| 207 | layer_207 (Name:Conv_263 Type:Conv2d) | 3591 | 3904 | 3355 | DSP | Conv_263 Type | Conv2d | 0.0 |
| 208 | layer_208 (Name:PRelu_264 Type:Prelu) | 19124 | 20013 | 17642 | DSP | PRelu_264 Type | Prelu | 0.0 |
| 209 | layer_209 (Name:Conv_265 Type:Conv2d) | 5092 | 5845 | 3936 | DSP | Conv_265 Type | Conv2d | 0.0 |
| 210 | layer_210 (Name:Concat_266 Type:Concat) | 53622 | 56223 | 50061 | DSP | Concat_266 Type | Concat | 0.01 |
| Layer | sum of avg (cycle) | Percentage | |
|---|---|---|---|
| 0 | Conv2d | 1361569 | 0.3 |
| 1 | Concat | 444746 | 0.1 |
| 2 | Prelu | 2211204 | 0.49 |
| 3 | DepthWiseConv2d | 439948011 | 98.08 |
| 4 | StridedSlice | 438078 | 0.1 |
| 5 | Eltwise_Binary | 3827644 | 0.85 |
| 6 | Pool | 75005 | 0.02 |
| 7 | Resize | 218301 | 0.05 |
| 8 | Neuron | 48620 | 0.01 |