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@hushell
Created September 27, 2023 21:02
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qnn-net-run profiling
This is the detailed profiling:
```
Execute Stats:
Execute Stat 1
Number of HVX threads used : 4 count
RPC (execute) time : 2717302 us
QNN accelerator (execute) time : 2714698 us
Num times yield occured : 0 count
Time for initial VTCM acquire : 0 us
Time for HVX + HMX power on and acquire : 0 us
Accelerator (execute) time (cycles) : 454266408 cycles
Input OpId_2 (cycles) : 0 cycles
module_normalize_l2norm:OpId_16 (cycles) : 720336 cycles
layers_0_input_layernorm_module_mul:OpId_21 (cycles) : 1995579 cycles
t_8_converted_UFIXED_POINT_8:OpId_22 (cycles) : 129474 cycles
layers_0_self_attn_q_proj_fc:OpId_27 (cycles) : 0 cycles
layers_0_self_attn_q_proj_fc_post_reshape:OpId_29 (cycles) : 0 cycles
layers_0_self_attn_k_proj_fc:OpId_32 (cycles) : 0 cycles
layers_0_self_attn_k_proj_fc_post_reshape:OpId_34 (cycles) : 0 cycles
layers_0_self_attn_v_proj_fc:OpId_37 (cycles) : 0 cycles
layers_0_self_attn_v_proj_fc_post_reshape:OpId_39 (cycles) : 0 cycles
layers_0_self_attn_module_transpose:OpId_41 (cycles) : 299784 cycles
layers_0_self_attn_module_transpose_1:OpId_44 (cycles) : 286246 cycles
layers_0_self_attn_module_transpose_2:OpId_47 (cycles) : 0 cycles
Slice_96:OpId_50 (cycles) : 29021 cycles
Slice_97:OpId_56 (cycles) : 32867 cycles
module_cat:OpId_61 (cycles) : 0 cycles
module_mul_1:OpId_65 (cycles) : 400492 cycles
module_mul_2:OpId_67 (cycles) : 333347 cycles
module_add:OpId_68 (cycles) : 54992 cycles
Slice_114:OpId_70 (cycles) : 32122 cycles
Slice_115:OpId_76 (cycles) : 29130 cycles
module_cat_1:OpId_81 (cycles) : 0 cycles
module_mul_3:OpId_85 (cycles) : 448773 cycles
module_mul_4:OpId_87 (cycles) : 362554 cycles
module_add_1:OpId_88 (cycles) : 0 cycles
layers_0_self_attn_module_transpose_3:OpId_90 (cycles) : 0 cycles
module_matmul:OpId_92 (cycles) : 536031 cycles
module_add_2:OpId_97 (cycles) : 276870 cycles
layers_0_self_attn_softmax:OpId_98 (cycles) : 516530 cycles
module_matmul_1:OpId_102 (cycles) : 623121 cycles
layers_0_self_attn_module_transpose_4:OpId_107 (cycles) : 23827 cycles
t_208_converted_UFIXED_POINT_16:OpId_109 (cycles) : 625587 cycles
layers_0_self_attn_o_proj_fc:OpId_114 (cycles) : 489391 cycles
module_add_3:OpId_116 (cycles) : 690396 cycles
module_normalize_1_l2norm:OpId_117 (cycles) : 809801 cycles
layers_0_post_attention_layernorm_module_mul_5:OpId_122 (cycles) : 2734894 cycles
layers_0_mlp_gate_proj_fc:OpId_125 (cycles) : 9345088 cycles
layers_0_mlp_act_sigmoid:OpId_127 (cycles) : 0 cycles
layers_0_mlp_act_mul:OpId_128 (cycles) : 5520656 cycles
layers_0_mlp_up_proj_fc:OpId_131 (cycles) : 8584551 cycles
module_mul_6:OpId_133 (cycles) : 7618632 cycles
layers_0_mlp_down_proj_linear_fc:OpId_136 (cycles) : 13868851 cycles
module_mul_7:OpId_139 (cycles) : 2679924 cycles
module_add_4:OpId_140 (cycles) : 842321 cycles
module_normalize_2_l2norm:OpId_141 (cycles) : 1140908 cycles
layers_1_input_layernorm_module_mul_8:OpId_146 (cycles) : 2014922 cycles
t_332_converted_UFIXED_POINT_8:OpId_147 (cycles) : 153509 cycles
layers_1_self_attn_q_proj_fc:OpId_152 (cycles) : 0 cycles
layers_1_self_attn_q_proj_fc_post_reshape:OpId_154 (cycles) : 0 cycles
layers_1_self_attn_k_proj_fc:OpId_157 (cycles) : 0 cycles
layers_1_self_attn_k_proj_fc_post_reshape:OpId_159 (cycles) : 0 cycles
layers_1_self_attn_v_proj_fc:OpId_162 (cycles) : 0 cycles
layers_1_self_attn_v_proj_fc_post_reshape:OpId_164 (cycles) : 0 cycles
layers_1_self_attn_module_transpose_5:OpId_166 (cycles) : 392017 cycles
layers_1_self_attn_module_transpose_6:OpId_169 (cycles) : 420522 cycles
layers_1_self_attn_module_transpose_7:OpId_172 (cycles) : 0 cycles
Slice_242:OpId_175 (cycles) : 27514 cycles
Slice_243:OpId_181 (cycles) : 33508 cycles
module_cat_2:OpId_186 (cycles) : 0 cycles
module_mul_9:OpId_190 (cycles) : 486166 cycles
module_mul_10:OpId_192 (cycles) : 387203 cycles
module_add_5:OpId_193 (cycles) : 63153 cycles
Slice_260:OpId_195 (cycles) : 26937 cycles
Slice_261:OpId_201 (cycles) : 42007 cycles
module_cat_3:OpId_206 (cycles) : 0 cycles
module_mul_11:OpId_210 (cycles) : 621816 cycles
module_mul_12:OpId_212 (cycles) : 475887 cycles
module_add_6:OpId_213 (cycles) : 65669 cycles
layers_1_self_attn_module_transpose_8:OpId_215 (cycles) : 0 cycles
module_matmul_2:OpId_217 (cycles) : 956360 cycles
module_add_7:OpId_222 (cycles) : 81690 cycles
layers_1_self_attn_softmax:OpId_223 (cycles) : 679749 cycles
module_matmul_3:OpId_227 (cycles) : 956211 cycles
layers_1_self_attn_module_transpose_9:OpId_232 (cycles) : 29593 cycles
t_532_converted_UFIXED_POINT_16:OpId_234 (cycles) : 685186 cycles
layers_1_self_attn_o_proj_fc:OpId_239 (cycles) : 1050808 cycles
module_add_8:OpId_241 (cycles) : 668301 cycles
module_normalize_3_l2norm:OpId_242 (cycles) : 1645449 cycles
layers_1_post_attention_layernorm_module_mul_13:OpId_247 (cycles) : 3111318 cycles
layers_1_mlp_gate_proj_fc:OpId_250 (cycles) : 9352471 cycles
layers_1_mlp_act_sigmoid:OpId_252 (cycles) : 0 cycles
layers_1_mlp_act_mul:OpId_253 (cycles) : 5599450 cycles
layers_1_mlp_up_proj_fc:OpId_256 (cycles) : 9988779 cycles
module_mul_14:OpId_258 (cycles) : 7638426 cycles
layers_1_mlp_down_proj_linear_fc:OpId_261 (cycles) : 13863116 cycles
module_mul_15:OpId_264 (cycles) : 2667951 cycles
module_add_9:OpId_265 (cycles) : 891754 cycles
module_normalize_4_l2norm:OpId_266 (cycles) : 1149609 cycles
layers_2_input_layernorm_module_mul_16:OpId_271 (cycles) : 1997625 cycles
t_656_converted_UFIXED_POINT_8:OpId_272 (cycles) : 147053 cycles
layers_2_self_attn_q_proj_fc:OpId_277 (cycles) : 0 cycles
layers_2_self_attn_q_proj_fc_post_reshape:OpId_279 (cycles) : 0 cycles
layers_2_self_attn_k_proj_fc:OpId_282 (cycles) : 0 cycles
layers_2_self_attn_k_proj_fc_post_reshape:OpId_284 (cycles) : 0 cycles
layers_2_self_attn_v_proj_fc:OpId_287 (cycles) : 0 cycles
layers_2_self_attn_v_proj_fc_post_reshape:OpId_289 (cycles) : 0 cycles
layers_2_self_attn_module_transpose_10:OpId_291 (cycles) : 422096 cycles
layers_2_self_attn_module_transpose_11:OpId_294 (cycles) : 426632 cycles
layers_2_self_attn_module_transpose_12:OpId_297 (cycles) : 0 cycles
Slice_388:OpId_300 (cycles) : 28197 cycles
Slice_389:OpId_306 (cycles) : 31769 cycles
module_cat_4:OpId_311 (cycles) : 0 cycles
module_mul_17:OpId_315 (cycles) : 452789 cycles
module_mul_18:OpId_317 (cycles) : 349301 cycles
module_add_10:OpId_318 (cycles) : 56255 cycles
Slice_406:OpId_320 (cycles) : 26844 cycles
Slice_407:OpId_326 (cycles) : 35801 cycles
module_cat_5:OpId_331 (cycles) : 0 cycles
module_mul_19:OpId_335 (cycles) : 659527 cycles
module_mul_20:OpId_337 (cycles) : 476845 cycles
module_add_11:OpId_338 (cycles) : 0 cycles
layers_2_self_attn_module_transpose_13:OpId_340 (cycles) : 0 cycles
module_matmul_4:OpId_342 (cycles) : 712224 cycles
module_add_12:OpId_347 (cycles) : 93879 cycles
layers_2_self_attn_softmax:OpId_348 (cycles) : 630206 cycles
module_matmul_5:OpId_352 (cycles) : 873587 cycles
layers_2_self_attn_module_transpose_14:OpId_357 (cycles) : 26956 cycles
t_856_converted_UFIXED_POINT_16:OpId_359 (cycles) : 681626 cycles
layers_2_self_attn_o_proj_fc:OpId_364 (cycles) : 1044670 cycles
module_add_13:OpId_366 (cycles) : 614637 cycles
module_normalize_5_l2norm:OpId_367 (cycles) : 1676008 cycles
layers_2_post_attention_layernorm_module_mul_21:OpId_372 (cycles) : 3091763 cycles
layers_2_mlp_gate_proj_fc:OpId_375 (cycles) : 9341540 cycles
layers_2_mlp_act_sigmoid:OpId_377 (cycles) : 0 cycles
layers_2_mlp_act_mul:OpId_378 (cycles) : 5529062 cycles
layers_2_mlp_up_proj_fc:OpId_381 (cycles) : 9967503 cycles
module_mul_22:OpId_383 (cycles) : 7642190 cycles
layers_2_mlp_down_proj_linear_fc:OpId_386 (cycles) : 13905308 cycles
module_mul_23:OpId_389 (cycles) : 2663889 cycles
module_add_14:OpId_390 (cycles) : 876457 cycles
module_normalize_6_l2norm:OpId_391 (cycles) : 1170357 cycles
layers_3_input_layernorm_module_mul_24:OpId_396 (cycles) : 2024309 cycles
t_980_converted_UFIXED_POINT_8:OpId_397 (cycles) : 130417 cycles
layers_3_self_attn_q_proj_fc:OpId_402 (cycles) : 0 cycles
layers_3_self_attn_q_proj_fc_post_reshape:OpId_404 (cycles) : 0 cycles
layers_3_self_attn_k_proj_fc:OpId_407 (cycles) : 0 cycles
layers_3_self_attn_k_proj_fc_post_reshape:OpId_409 (cycles) : 0 cycles
layers_3_self_attn_v_proj_fc:OpId_412 (cycles) : 0 cycles
layers_3_self_attn_v_proj_fc_post_reshape:OpId_414 (cycles) : 0 cycles
layers_3_self_attn_module_transpose_15:OpId_416 (cycles) : 425592 cycles
layers_3_self_attn_module_transpose_16:OpId_419 (cycles) : 418683 cycles
layers_3_self_attn_module_transpose_17:OpId_422 (cycles) : 0 cycles
Slice_534:OpId_425 (cycles) : 38572 cycles
Slice_535:OpId_431 (cycles) : 27896 cycles
module_cat_6:OpId_436 (cycles) : 0 cycles
module_mul_25:OpId_440 (cycles) : 481049 cycles
module_mul_26:OpId_442 (cycles) : 360959 cycles
module_add_15:OpId_443 (cycles) : 58783 cycles
Slice_552:OpId_445 (cycles) : 28488 cycles
Slice_553:OpId_451 (cycles) : 45813 cycles
module_cat_7:OpId_456 (cycles) : 0 cycles
module_mul_27:OpId_460 (cycles) : 657318 cycles
module_mul_28:OpId_462 (cycles) : 495107 cycles
module_add_16:OpId_463 (cycles) : 0 cycles
layers_3_self_attn_module_transpose_18:OpId_465 (cycles) : 0 cycles
module_matmul_6:OpId_467 (cycles) : 741089 cycles
module_add_17:OpId_472 (cycles) : 77289 cycles
layers_3_self_attn_softmax:OpId_473 (cycles) : 632167 cycles
module_matmul_7:OpId_477 (cycles) : 929300 cycles
layers_3_self_attn_module_transpose_19:OpId_482 (cycles) : 31147 cycles
t_1180_converted_UFIXED_POINT_16:OpId_484 (cycles) : 680460 cycles
layers_3_self_attn_o_proj_fc:OpId_489 (cycles) : 1049739 cycles
module_add_18:OpId_491 (cycles) : 633146 cycles
module_normalize_7_l2norm:OpId_492 (cycles) : 1676759 cycles
layers_3_post_attention_layernorm_module_mul_29:OpId_497 (cycles) : 3071213 cycles
layers_3_mlp_gate_proj_fc:OpId_500 (cycles) : 9330336 cycles
layers_3_mlp_act_sigmoid:OpId_502 (cycles) : 0 cycles
layers_3_mlp_act_mul:OpId_503 (cycles) : 5526094 cycles
layers_3_mlp_up_proj_fc:OpId_506 (cycles) : 9995817 cycles
module_mul_30:OpId_508 (cycles) : 7287359 cycles
layers_3_mlp_down_proj_linear_fc:OpId_511 (cycles) : 12076258 cycles
module_mul_31:OpId_514 (cycles) : 2576820 cycles
module_add_19:OpId_515 (cycles) : 771181 cycles
module_normalize_8_l2norm:OpId_516 (cycles) : 1139915 cycles
layers_4_input_layernorm_module_mul_32:OpId_521 (cycles) : 2007767 cycles
t_1304_converted_UFIXED_POINT_8:OpId_522 (cycles) : 147629 cycles
layers_4_self_attn_q_proj_fc:OpId_527 (cycles) : 0 cycles
layers_4_self_attn_q_proj_fc_post_reshape:OpId_529 (cycles) : 0 cycles
layers_4_self_attn_k_proj_fc:OpId_532 (cycles) : 0 cycles
layers_4_self_attn_k_proj_fc_post_reshape:OpId_534 (cycles) : 0 cycles
layers_4_self_attn_v_proj_fc:OpId_537 (cycles) : 0 cycles
layers_4_self_attn_v_proj_fc_post_reshape:OpId_539 (cycles) : 0 cycles
layers_4_self_attn_module_transpose_20:OpId_541 (cycles) : 402315 cycles
layers_4_self_attn_module_transpose_21:OpId_544 (cycles) : 412260 cycles
layers_4_self_attn_module_transpose_22:OpId_547 (cycles) : 0 cycles
Slice_680:OpId_550 (cycles) : 27523 cycles
Slice_681:OpId_556 (cycles) : 32949 cycles
module_cat_8:OpId_561 (cycles) : 0 cycles
module_mul_33:OpId_565 (cycles) : 453289 cycles
module_mul_34:OpId_567 (cycles) : 361587 cycles
module_add_20:OpId_568 (cycles) : 60183 cycles
Slice_698:OpId_570 (cycles) : 26767 cycles
Slice_699:OpId_576 (cycles) : 37088 cycles
module_cat_9:OpId_581 (cycles) : 0 cycles
module_mul_35:OpId_585 (cycles) : 639908 cycles
module_mul_36:OpId_587 (cycles) : 478489 cycles
module_add_21:OpId_588 (cycles) : 0 cycles
layers_4_self_attn_module_transpose_23:OpId_590 (cycles) : 0 cycles
module_matmul_8:OpId_592 (cycles) : 724852 cycles
module_add_22:OpId_597 (cycles) : 73876 cycles
layers_4_self_attn_softmax:OpId_598 (cycles) : 639005 cycles
module_matmul_9:OpId_602 (cycles) : 885949 cycles
layers_4_self_attn_module_transpose_24:OpId_607 (cycles) : 29449 cycles
t_1504_converted_UFIXED_POINT_16:OpId_609 (cycles) : 681582 cycles
layers_4_self_attn_o_proj_fc:OpId_614 (cycles) : 1047058 cycles
module_add_23:OpId_616 (cycles) : 650599 cycles
module_normalize_9_l2norm:OpId_617 (cycles) : 1636957 cycles
layers_4_post_attention_layernorm_module_mul_37:OpId_622 (cycles) : 3093072 cycles
layers_4_mlp_gate_proj_fc:OpId_625 (cycles) : 9360564 cycles
layers_4_mlp_act_sigmoid:OpId_627 (cycles) : 0 cycles
layers_4_mlp_act_mul:OpId_628 (cycles) : 5542436 cycles
layers_4_mlp_up_proj_fc:OpId_631 (cycles) : 9999771 cycles
module_mul_38:OpId_633 (cycles) : 7600336 cycles
layers_4_mlp_down_proj_linear_fc:OpId_636 (cycles) : 14067964 cycles
module_mul_39:OpId_639 (cycles) : 2654440 cycles
module_add_24:OpId_640 (cycles) : 857210 cycles
module_normalize_10_l2norm:OpId_641 (cycles) : 1136597 cycles
layers_5_input_layernorm_module_mul_40:OpId_646 (cycles) : 2014477 cycles
t_1628_converted_UFIXED_POINT_8:OpId_647 (cycles) : 146355 cycles
layers_5_self_attn_q_proj_fc:OpId_652 (cycles) : 0 cycles
layers_5_self_attn_q_proj_fc_post_reshape:OpId_654 (cycles) : 0 cycles
layers_5_self_attn_k_proj_fc:OpId_657 (cycles) : 0 cycles
layers_5_self_attn_k_proj_fc_post_reshape:OpId_659 (cycles) : 0 cycles
layers_5_self_attn_v_proj_fc:OpId_662 (cycles) : 0 cycles
layers_5_self_attn_v_proj_fc_post_reshape:OpId_664 (cycles) : 0 cycles
layers_5_self_attn_module_transpose_25:OpId_666 (cycles) : 417986 cycles
layers_5_self_attn_module_transpose_26:OpId_669 (cycles) : 423985 cycles
layers_5_self_attn_module_transpose_27:OpId_672 (cycles) : 0 cycles
Slice_826:OpId_675 (cycles) : 29064 cycles
Slice_827:OpId_681 (cycles) : 37924 cycles
module_cat_10:OpId_686 (cycles) : 0 cycles
module_mul_41:OpId_690 (cycles) : 476416 cycles
module_mul_42:OpId_692 (cycles) : 384719 cycles
module_add_25:OpId_693 (cycles) : 65684 cycles
Slice_844:OpId_695 (cycles) : 34105 cycles
Slice_845:OpId_701 (cycles) : 38918 cycles
module_cat_11:OpId_706 (cycles) : 0 cycles
module_mul_43:OpId_710 (cycles) : 628067 cycles
module_mul_44:OpId_712 (cycles) : 508313 cycles
module_add_26:OpId_713 (cycles) : 72065 cycles
layers_5_self_attn_module_transpose_28:OpId_715 (cycles) : 0 cycles
module_matmul_10:OpId_717 (cycles) : 951132 cycles
module_add_27:OpId_722 (cycles) : 77933 cycles
layers_5_self_attn_softmax:OpId_723 (cycles) : 671679 cycles
module_matmul_11:OpId_727 (cycles) : 944964 cycles
layers_5_self_attn_module_transpose_29:OpId_732 (cycles) : 30179 cycles
t_1828_converted_UFIXED_POINT_16:OpId_734 (cycles) : 676162 cycles
layers_5_self_attn_o_proj_fc:OpId_739 (cycles) : 1044943 cycles
module_add_28:OpId_741 (cycles) : 630352 cycles
module_normalize_11_l2norm:OpId_742 (cycles) : 1644031 cycles
layers_5_post_attention_layernorm_module_mul_45:OpId_747 (cycles) : 3077339 cycles
layers_5_mlp_gate_proj_fc:OpId_750 (cycles) : 9341592 cycles
layers_5_mlp_act_sigmoid:OpId_752 (cycles) : 0 cycles
layers_5_mlp_act_mul:OpId_753 (cycles) : 5538362 cycles
layers_5_mlp_up_proj_fc:OpId_756 (cycles) : 9962701 cycles
module_mul_46:OpId_758 (cycles) : 7628900 cycles
layers_5_mlp_down_proj_linear_fc:OpId_761 (cycles) : 14057564 cycles
module_mul_47:OpId_764 (cycles) : 2691020 cycles
module_add_29:OpId_765 (cycles) : 867446 cycles
module_normalize_12_l2norm:OpId_766 (cycles) : 1161095 cycles
layers_6_input_layernorm_module_mul_48:OpId_771 (cycles) : 2007647 cycles
t_1952_converted_UFIXED_POINT_8:OpId_772 (cycles) : 150885 cycles
layers_6_self_attn_q_proj_fc:OpId_777 (cycles) : 0 cycles
layers_6_self_attn_q_proj_fc_post_reshape:OpId_779 (cycles) : 0 cycles
layers_6_self_attn_k_proj_fc:OpId_782 (cycles) : 0 cycles
layers_6_self_attn_k_proj_fc_post_reshape:OpId_784 (cycles) : 0 cycles
layers_6_self_attn_v_proj_fc:OpId_787 (cycles) : 0 cycles
layers_6_self_attn_v_proj_fc_post_reshape:OpId_789 (cycles) : 0 cycles
layers_6_self_attn_module_transpose_30:OpId_791 (cycles) : 424383 cycles
layers_6_self_attn_module_transpose_31:OpId_794 (cycles) : 450243 cycles
layers_6_self_attn_module_transpose_32:OpId_797 (cycles) : 0 cycles
Slice_972:OpId_800 (cycles) : 27781 cycles
Slice_973:OpId_806 (cycles) : 32502 cycles
module_cat_12:OpId_811 (cycles) : 0 cycles
module_mul_49:OpId_815 (cycles) : 446672 cycles
module_mul_50:OpId_817 (cycles) : 358457 cycles
module_add_30:OpId_818 (cycles) : 54450 cycles
Slice_990:OpId_820 (cycles) : 26513 cycles
Slice_991:OpId_826 (cycles) : 38472 cycles
module_cat_13:OpId_831 (cycles) : 0 cycles
module_mul_51:OpId_835 (cycles) : 688889 cycles
module_mul_52:OpId_837 (cycles) : 499602 cycles
module_add_31:OpId_838 (cycles) : 0 cycles
layers_6_self_attn_module_transpose_33:OpId_840 (cycles) : 0 cycles
module_matmul_12:OpId_842 (cycles) : 774614 cycles
module_add_32:OpId_847 (cycles) : 80632 cycles
layers_6_self_attn_softmax:OpId_848 (cycles) : 677180 cycles
module_matmul_13:OpId_852 (cycles) : 932013 cycles
layers_6_self_attn_module_transpose_34:OpId_857 (cycles) : 29286 cycles
t_2152_converted_UFIXED_POINT_16:OpId_859 (cycles) : 687697 cycles
layers_6_self_attn_o_proj_fc:OpId_864 (cycles) : 1042315 cycles
module_add_33:OpId_866 (cycles) : 645622 cycles
module_normalize_13_l2norm:OpId_867 (cycles) : 1636778 cycles
layers_6_post_attention_layernorm_module_mul_53:OpId_872 (cycles) : 3069745 cycles
layers_6_mlp_gate_proj_fc:OpId_875 (cycles) : 9344721 cycles
layers_6_mlp_act_sigmoid:OpId_877 (cycles) : 0 cycles
layers_6_mlp_act_mul:OpId_878 (cycles) : 5573093 cycles
layers_6_mlp_up_proj_fc:OpId_881 (cycles) : 10001903 cycles
module_mul_54:OpId_883 (cycles) : 7624913 cycles
layers_6_mlp_down_proj_linear_fc:OpId_886 (cycles) : 14041455 cycles
module_mul_55:OpId_889 (cycles) : 2671381 cycles
module_add_34:OpId_890 (cycles) : 721679 cycles
Output OpId_3 (cycles) : 79124 cycles
Accelerator (execute) time : 796071 us
QNN (execute) time : 2718790 us
```
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