Const
#168
Const
#174
Noop
#170
F(1e-08)
Arr(32)
Arr(1,299,299,3)
Noop
#171
#167
Arr(1,1,1,32)
Noop
#169
Arr(3,3,3,32)
Conv2D_C_D Arr(1,149,149,32)
Add_D_C
#173
Arr(1,1,1,32)
Sqrt_D
#172
Arr(1,149,149,32)
Noop
Mul_D_D
#163
Arr(1,1,1,32)
Arr(1,149,149,32)
Add_D_D
#162
Arr(1,149,149,32)
Noop
#176
Relu_D
#161
Arr(3,3,32,32)
Arr(1,149,149,32)
Conv2D_D_D
#160
Arr(1,147,147,32)
Add_D_D
#159
Arr(1,147,147,32)
Sub_D_D
#158
Arr(1,147,147,32)
Div_D_D
#157
Arr(1,147,147,32)
Mul_D_D
#156
Arr(1,147,147,32)
Add_D_D
#155
Arr(1,147,147,32)
Noop
Noop
Arr(1,147,147,32)
Conv2D_D_D
#153
Arr(64)
Relu_D
#154
Arr(3,3,32,64)
#178
Arr(1,149,149,32)
Div_D_D
#164
#175
Arr(1,149,149,32)
Sub_D_D
#165
Arr(1,1,1,32)
#177
Add_D_D
#166
Noop
#179
Arr(1,147,147,64)
Arr(1,1,1,64)
Add_D_C
#181
Arr(1,1,1,64)
Sqrt_D
#180
Add_D_D
#152
Arr(1,147,147,64)
Sub_D_D
#151
Arr(1,1,1,64)
Arr(1,147,147,64)
Div_D_D
#150
Arr(1,147,147,64)
Mul_D_D
#149
Arr(1,147,147,64)
Arr(1,147,147,64)
Relu_D
#147
Noop
Conv2D_D_D Arr(1,73,73,80)
Add_D_D Arr(1,73,73,80)
Sqrt_D
#186
Arr(1,1,1,80)
Arr(1,73,73,80)
Mul_D_D
Noop
#188
Arr(1,73,73,80)
Arr(1,1,1,80)
Add_D_D
#140
Arr(1,73,73,80)
Relu_D
#139
Noop
#189
Arr(1,73,73,80)
Arr(3,3,80,192)
Noop
#191
#145
Div_D_D
#141
Arr(192)
Arr(1,1,1,80)
Arr(1,73,73,64)
Arr(80)
#144
Arr(1,73,73,80)
#142
Noop
Add_D_C
Maxpool2D_D
Noop
#184
Sub_D_D
#143
#146
Arr(1,1,64,80)
Arr(1,1,1,80)
#187
#190
Arr(1,147,147,64)
Noop
#185
Arr(1,1,1,64)
Add_D_D
#148
#183
Noop
#182
Conv2D_D_D
#138
Arr(1,1,1,192)
Arr(1,71,71,192)
#137
#136
Add_D_D Arr(1,71,71,192)
Sub_D_D
Arr(1,1,1,192)
Sqrt_D
#192
Arr(1,71,71,192)
Noop
Arr(1,71,71,192)
Mul_D_D
#134
Arr(1,1,1,192)
Arr(1,1,1,192)
Div_D_D
#135
#194
Add_D_C
#193
Arr(1,71,71,192)
Add_D_D
#133
Arr(1,71,71,192)
Relu_D
#132
Arr(1,71,71,192)
Maxpool2D_D
#131
Arr(1,35,35,192)
Avgpool2D_D
#253
Noop
#238
Arr(1,35,35,192)
Arr(1,1,192,64)
Noop
#254
Noop
#195
Conv2D_D_D
#237
Arr(1,1,192,32)
Arr(1,1,192,64)
Conv2D_D_D
#130
Arr(1,35,35,64)
Arr(1,35,35,64)
Conv2D_D_D
#252
Arr(1,35,35,32)
#251
#250
Add_D_D
Sub_D_D
Div_D_D
#234
Arr(1,35,35,32)
Arr(1,35,35,64)
Div_D_D
#127
Arr(1,35,35,64)
Arr(1,35,35,64)
Div_D_D
Mul_D_D
#233
Arr(1,35,35,32)
Noop
#210
Arr(1,1,192,48)
#211
Arr(1,35,35,48)
Noop
Noop
#212
Arr(48)
Arr(1,1,1,48)
Add_D_D
#208
Noop
#241
Arr(1,35,35,48)
#207
Noop
#239
Noop
#240
Arr(1,1,1,96)
Add_D_C
#214
Arr(96)
Add_D_D
Sub_D_D
Div_D_D
#206
Noop
#215
Arr(1,1,1,48)
Arr(5,5,48,64)
Noop
#245
Conv2D_D_D
Arr(1,35,35,96)
Add_D_C
#243
Arr(1,1,1,48)
Sub_D_D
Sqrt_D
#242
Arr(1,35,35,96)
Arr(1,1,1,96)
Arr(1,1,1,96)
Div_D_D Arr(1,35,35,96)
Arr(1,1,1,96)
Arr(1,35,35,96)
Relu_D
#224
Arr(1,35,35,64)
Arr(1,35,35,96)
Conv2D_D_D
#223
Add_D_D Arr(1,35,35,96)
#198
Arr(1,35,35,96)
#197
Arr(1,35,35,96)
Add_D_D
#218
#196
Arr(1,35,35,96)
Relu_D
#217
Arr(1,35,35,96)
Conv2D_D_D Arr(1,35,35,48)
Add_D_D
#302
Arr(1,35,35,48)
Sub_D_D
#301
Arr(1,35,35,48)
Div_D_D
#117
Arr(1,35,35,48)
#299
Arr(1,35,35,48)
Relu_D
#263
Arr(1,35,35,48)
Conv2D_D_D Arr(1,35,35,64)
Noop
#295
Arr(3,3,96,96)
Add_D_D Arr(1,35,35,96)
Sub_D_D
Div_D_D Arr(1,35,35,96)
#258
#257
Arr(1,35,35,96)
Arr(1,35,35,96)
Arr(1,35,35,96)
Add_D_D Arr(1,35,35,96)
Relu_D Arr(1,35,35,96)
Concat_D_D
Noop
Conv2D_D_D
Add_D_D
#352
Arr(1,35,35,48)
Sub_D_D
#351
Arr(1,35,35,48)
Div_D_D Arr(1,35,35,48)
Arr(1,35,35,48)
Arr(1,35,35,48)
Noop
#344
Arr(1,35,35,48)
Conv2D_D_D
Add_D_D
#311
Arr(1,35,35,96)
Arr(1,35,35,96)
Div_D_D
#309
Arr(1,35,35,96)
Add_D_D
#307
Arr(1,35,35,96)
Relu_D Arr(1,35,35,96)
Concat_D_D Arr(1,35,35,224)
Concat_D_D
Noop
#382
Arr(1,35,35,288)
Arr(1,1,288,64)
Conv2D_D_D Arr(1,35,35,64)
Maxpool2D_D
#380
Arr(1,17,17,288)
Noop
Sub_D_D Arr(1,35,35,64)
Div_D_D Arr(1,35,35,64)
Mul_D_D Arr(1,35,35,64)
Add_D_D
Conv2D_D_D Arr(1,35,35,96)
Arr(1,35,35,96)
Div_D_D Arr(1,35,35,96)
Mul_D_D Arr(1,35,35,96)
Add_D_D
#369
Arr(1,35,35,96)
Noop
#355
Arr(3,3,288,384)
Noop
#367
Arr(1,1,1,384)
Conv2D_D_D
Conv2D_D_D
#100
Arr(1,17,17,96)
Arr(1,17,17,384)
Add_D_D
#366
Arr(1,17,17,384)
Sub_D_D
#365
Arr(1,17,17,384)
Arr(1,17,17,384)
Relu_D Arr(1,17,17,384)
Noop Arr(128)
Noop Arr(1,1,768,128)
Arr(1,1,1,128)
Noop Arr(1,1,1,128)
Div_D_D
Noop Arr(7,1,128,128)
#399
Arr(1,17,17,128)
Sub_D_D
#441
Arr(1,17,17,128)
Noop Arr(1,7,128,128)
Div_D_D Arr(1,17,17,192)
Mul_D_D Arr(1,17,17,192)
Arr(1,17,17,192)
Concat_D_D
#84
Arr(1,17,17,384)
Relu_D
#456
Arr(1,17,17,192)
Div_D_D Arr(1,17,17,128)
Mul_D_D Arr(1,17,17,128)
Add_D_D Arr(1,17,17,128)
Noop
#423
Arr(1,7,128,192)
Relu_D Arr(1,17,17,128)
Conv2D_D_D Arr(1,17,17,192)
Arr(1,17,17,192)
Noop Arr(1,1,1,160)
Arr(1,17,17,192)
Mul_D_D Arr(1,17,17,192)
Relu_D Arr(1,17,17,192)
Arr(1,17,17,576)
Conv2D_D_D
#81
Div_D_D
Arr(1,17,17,192)
Noop
#487
Arr(1,1,768,192)
Arr(1,17,17,192)
Concat_D_D
#83
Noop
Sub_D_D
Add_D_D
#416
Arr(1,1,768,160)
Arr(1,17,17,768)
Arr(1,17,17,160)
Arr(1,1,1,160)
Sqrt_D
Add_D_D
Arr(1,1,1,160)
Div_D_D
#483
Sub_D_D
Mul_D_D
#482
Arr(1,17,17,160)
Arr(1,1,1,160)
#478
#477
Arr(1,7,160,160)
#522
#520
Arr(1,17,17,160)
Arr(1,17,17,160)
#516
Arr(7,1,160,192)
Arr(1,17,17,192)
#514
Arr(1,17,17,192)
Conv2D_D_D
#75
Arr(1,17,17,160)
Add_D_D Arr(1,17,17,160)
Sub_D_D Arr(1,17,17,160)
Relu_D
#532
Arr(1,17,17,160)
Noop Arr(1,7,160,160)
Conv2D_D_D Arr(1,17,17,160)
Add_D_D Arr(1,17,17,160)
Sub_D_D
#470
Arr(1,17,17,160)
Div_D_D
#512
#469
Arr(1,17,17,160)
Mul_D_D
#511
#468
Arr(1,17,17,160)
Add_D_D
#510
#467
Arr(1,17,17,160)
Relu_D
#509
#533
Arr(1,17,17,160)
#508
#507
#506
Noop
#466
Arr(7,1,160,160)
Conv2D_D_D
#74
Arr(1,17,17,160)
Add_D_D
Add_D_D Arr(1,17,17,160)
Relu_D
#534
Arr(1,17,17,160)
Noop Arr(1,7,160,192)
Conv2D_D_D Arr(1,17,17,192)
Add_D_D Arr(1,17,17,192)
#496
#495
#73
#604
#603
Arr(7,1,160,160)
Sub_D_D Arr(1,17,17,192)
Div_D_D Arr(1,17,17,192)
Mul_D_D
Div_D_D
Mul_D_D
Add_D_D
Arr(1,7,160,160)
Add_D_D
#588
Arr(1,17,17,160)
Arr(7,1,160,160)
#549
Arr(1,17,17,160)
#64
Arr(1,17,17,160)
Add_D_D
#609
Arr(1,17,17,160)
Conv2D_D_D
Sub_D_D Arr(1,17,17,160)
Arr(1,17,17,160)
Mul_D_D Arr(1,17,17,160)
Add_D_D Arr(1,17,17,160)
Noop
#576
Arr(1,7,160,192)
Relu_D Arr(1,17,17,160)
Conv2D_D_D Arr(1,17,17,192)
#639
Arr(1,17,17,192)
Sub_D_D Arr(1,17,17,192)
Div_D_D
#674
Arr(1,17,17,192)
Add_D_D Arr(1,17,17,192)
Relu_D Arr(1,17,17,192)
Arr(1,17,17,192)
#631
Arr(1,17,17,192)
#668
Sub_D_D
#630
Arr(1,17,17,192)
#667
#666
#665
Noop
#680
Arr(1,7,192,192)
Add_D_D
#662
Arr(1,17,17,192)
Sub_D_D
#661
#623
Arr(1,17,17,192)
#660
#659
#658
Noop
#681
#657
Arr(7,1,192,192)
Arr(1,7,192,192)
Noop Arr(1,1,768,192)
Conv2D_D_D
Add_D_D Arr(1,17,17,192)
Arr(1,17,17,192)
Arr(1,17,17,192)
Add_D_D Arr(1,17,17,192)
Relu_D Arr(1,17,17,192)
Concat_D_D
#722
Add_D_D
#721
Arr(1,17,17,192)
#720
#41
Arr(1,1,1280,448)
Arr(448)
Add_D_D
#778
Sub_D_D
#696
Mul_D_D
#767
#764
#763
#762
#761
#713
Arr(1,17,17,192)
Sub_D_D Arr(1,17,17,192)
Relu_D
Conv2D_D_D
#794
Arr(1,8,8,384)
Add_D_D
Mul_D_D Arr(1,8,8,384)
#819
#818
Conv2D_D_D
#810
#807
#806
#861
#15
#14
Add_D_D
#11
#875
Const F(0)
#9
#8
#6
#4
Const Mat(1,1000)
#3
#2
#877
Const F(1)
#0
#5
Exp_D Mat(1,1000)
Of_Rows_D Mat(1,1000)
Log_D Mat(1,1000)
F(-6.90776)
Div_D_C F(6.90776)
F(1000)
Mat(1,1000)
Sum_D
F(6.90776)
Sum_D
Div_D_D
Mat(1,1000)
Neg_D
Mat(1,1000)
Mat(1,1000)
Mul_C_D
#1
Get_Row_D
Sub_D_C
#876
#7
Mat(1,1000)
#10
#18
#836
#835
Arr(1,8,8,384)
Add_D_D Arr(1,8,8,384)
Relu_D Arr(1,8,8,384)
Concat_D_D Arr(1,8,8,768)
#13
Dot_D_D Mat(1,1000)
Concat_D_D Arr(1,8,8,2048)
Avgpool2D_D Arr(1,1,1,2048)
Reshape_D Arr(1,2048)
Arr2Mat_D Mat(1,2048)
#833
#832
#834
#848
Relu_D
Arr(1,8,8,384)
#842
Arr(1,8,8,384)
#840
Arr(1,8,8,384)
#838
Arr(1,8,8,384)
#837
Sub_D_D Arr(1,8,8,384)
Div_D_D Arr(1,8,8,384)
Mul_D_D Arr(1,8,8,384)
Arr(1,8,8,384)
Relu_D Arr(1,8,8,384)
Relu_D Arr(1,8,8,192)
Add_D_D Arr(1,8,8,384)
Arr(1,8,8,384)
Sub_D_D Arr(1,8,8,384)
Div_D_D Arr(1,8,8,384)
Mul_D_D Arr(1,8,8,384)
Arr(1,8,8,384)
Arr(3,1,384,384)
Conv2D_D_D
Add_D_D
Add_D_D
Noop
Conv2D_D_D Arr(1,8,8,384)
#839
Relu_D Arr(1,8,8,384)
#855
Relu_D Arr(1,8,8,192)
Noop Arr(1,3,384,384)
Arr(1,8,8,384)
Arr(1,8,8,2048)
#853
Arr(1,1,2048,448)
#871
Arr(1,8,8,448)
#869
Div_D_D
#868
Arr(1,8,8,320)
#867
#866
Arr(3,3,448,384)
Relu_D Arr(1,8,8,320)
Arr(1,8,8,2048)
Arr(1,8,8,448)
#846
#872
Conv2D_D_D
#870
Arr(1,8,8,320)
Noop
Avgpool2D_D
Add_D_D
Arr(1,8,8,320)
#19
Noop
Conv2D_D_D
Arr(1,8,8,320)
Conv2D_D_D
Concat_D_D
Mul_D_D
#854
#845
#851
#852
Add_D_D
Arr(3,1,384,384)
#843
#841
Arr(1,8,8,1088)
Sub_D_D
#22
Arr(1,8,8,448)
Noop
Arr(1,8,8,384)
Mul_D_D
#863
Arr(1,8,8,448)
#20
Arr(1,8,8,320)
#23
Div_D_D
Arr(1,8,8,448)
Conv2D_D_D
Arr(1,8,8,320)
Arr(1,8,8,448)
#21
Arr(1,1,2048,320)
Add_D_D
Sub_D_D
Mul_D_D
Add_D_D
Conv2D_D_D
Arr(1,8,8,384)
Relu_D
#830
Arr(1,8,8,384)
Div_D_D
Add_D_D
#864
#849
Sub_D_D
Arr(1,8,8,384)
Arr(1,8,8,1088)
Arr(1,8,8,384)
#844
Add_D_D
Concat_D_D
Mul_D_D
Arr(1,8,8,1856)
#12
#862
Arr(1,8,8,768)
Concat_D_D
#16
Mat(1,1000)
Concat_D_D
Arr(1,8,8,384)
#831
Noop
Arr(1,8,8,384)
Div_D_D
#856
Mat(2048,1000)
#823
Arr(1,8,8,384)
#857
#874
Relu_D
Sub_D_D
#858
Noop
#824
Arr(1,8,8,384)
Arr(1,8,8,384)
#859
#873
Arr(1,8,8,384)
Add_D_D
Add_D_D
#860
#17
Arr(1,8,8,384)
#825
#850
Arr(1,8,8,384)
#827
Mul_D_D
Sub_D_D
Add_D_D
Sub_D_D
Arr(1,8,8,384)
#809
#808
#828
#826
Arr(1,8,8,384)
#847
#829
Arr(1,8,8,384)
Div_D_D
#24
Arr(1,8,8,384)
Conv2D_D_D
Arr(1,8,8,384)
#811
Add_D_D
#814
Add_D_D
#812
Arr(1,8,8,384)
Arr(1,8,8,384)
Arr(1,3,384,384)
#813
#25
Mul_D_D
Noop
#822
Arr(1,8,8,384)
Arr(1,8,8,1856)
Arr(1,1,2048,384)
Add_D_D
#815
Relu_D
Concat_D_D
Arr(1,8,8,384)
#816
Arr(1,8,8,384)
Arr(1,8,8,384)
#26
Relu_D Arr(1,8,8,448)
Arr(1,8,8,192)
Add_D_D Arr(1,8,8,192)
Sub_D_D Arr(1,8,8,192)
Div_D_D Arr(1,8,8,192)
Mul_D_D Arr(1,8,8,192)
#865
Add_D_D Arr(1,8,8,192)
Concat_D_D Arr(1,8,8,1280)
#732
Div_D_D Arr(1,8,8,192)
Mul_D_D Arr(1,8,8,192)
Add_D_D Arr(1,8,8,192)
Noop Arr(1,1,1280,320)
Arr(1,8,8,384)
Add_D_D
#784
Arr(1,8,8,320)
Sub_D_D
#783
Arr(1,8,8,320)
Conv2D_D_D
Noop
#804
Arr(1,8,8,320)
Add_D_C
#802
Arr(1,1,1,448)
Sqrt_D Arr(1,1,1,448)
#800
Arr(1,8,8,320)
Mul_D_D
Arr(1,8,8,192)
#798
Add_D_D Arr(1,8,8,192)
Sub_D_D Arr(1,8,8,192)
#799
Arr(1,8,8,320)
Arr(1,1,1280,192)
Noop Arr(1,1,2048,192)
Relu_D Arr(1,8,8,320)
#803
Conv2D_D_D
#801
Div_D_D
#29
Arr(1,8,8,384)
Div_D_D
#817
Conv2D_D_D
Mul_D_D
Noop
Arr(1,8,8,192)
Arr(1,8,8,192)
#35
Arr(1,3,384,384)
Arr(1,8,8,384)
#805
Sub_D_D
Div_D_D Arr(1,8,8,192)
Mul_D_D Arr(1,8,8,192)
#797
Sub_D_D
Noop
Arr(1,8,8,192)
Relu_D
Conv2D_D_D
Noop
Arr(1,8,8,384)
#796
Arr(1,1,1,320)
Arr(1,8,8,320)
Relu_D
#27
#820
Arr(1,8,8,448)
Arr(1,8,8,384)
#788
Add_D_D
#703
Add_D_D
Concat_D_D
Arr(1,8,8,768)
#821
#30
Arr(1,8,8,768)
Concat_D_D
#758
Add_D_D
Add_D_D
#789
Arr(1,8,8,384)
Arr(1,8,8,448)
Arr(1,8,8,384)
#790
Arr(1,8,8,192)
Sqrt_D
#31
Div_D_D
#791
Arr(1,8,8,384)
Mul_D_D
Concat_D_D
#733
Arr(1,8,8,384)
Div_D_D
Arr(1,8,8,448)
Arr(1,8,8,384)
Arr(1,8,8,384)
Conv2D_D_D
#704
#36
#32
Arr(1,8,8,384)
Arr(3,1,384,384)
Arr(1,17,17,192)
Arr(1,1,1,320)
#747
Sub_D_D
#734
Relu_D
Add_D_C
Arr(1,1,1280,384)
Mul_D_D
Relu_D
Arr(3,3,192,192)
Noop
Add_D_D
#735
#28
#792
Relu_D
Arr(1,8,8,384)
#706
Arr(1,8,8,512)
Arr(1,8,8,384)
#736
#750
Arr(1,8,8,384)
Arr(1,8,8,384)
#759
Mul_D_D
Arr(1,8,8,384)
Conv2D_D_D
Sub_D_D
Arr(1,8,8,384)
Arr(1,8,8,384)
Noop
Concat_D_D
Div_D_D
#737
Add_D_D
#793
Arr(1,8,8,384)
Arr(1,8,8,384)
Noop
#795
Arr(1,8,8,384)
#738
Arr(1,17,17,192)
Arr(1,8,8,320)
Arr(1,8,8,384)
Sub_D_D
Add_D_D
#699
Add_D_D
#739
Arr(1,17,17,192)
Relu_D
Div_D_D
Arr(1,8,8,384)
Mul_D_D
#700
Arr(1,8,8,384)
#749
Arr(1,17,17,192)
Arr(1,8,8,320)
#33
Relu_D
Div_D_D
#705
Arr(1,8,8,384)
Arr(1,1,1,448)
Arr(1,17,17,192)
Conv2D_D_D
#34
#775
Relu_D
#701
Arr(1,1,1,448)
Noop
#741
Arr(3,1,384,384)
#740
Arr(1,8,8,384)
Div_D_D
Noop
#757
Conv2D_D_D
Arr(1,8,8,384)
Add_D_D
#751
#766
Add_D_D
#760
#752
Arr(1,8,8,384)
Arr(1,3,384,384)
#765
#753
Add_D_D
Noop
#787
Arr(1,8,8,384)
Arr(1,8,8,384)
#756
Add_D_D
#754
Mul_D_D
#768
#774
Arr(1,8,8,384)
Sub_D_D
Arr(1,8,8,384)
Arr(1,8,8,384)
Arr(1,8,8,384)
#755
Div_D_D
#769
#785
Arr(1,17,17,192)
Arr(1,17,17,192)
Arr(7,1,192,192)
Add_D_D
#776
Add_D_D
Arr(1,8,8,384)
#770
Arr(1,8,8,448)
Mul_D_D
#702
Sub_D_D
Arr(1,8,8,384)
#743
Add_D_D
#745
Div_D_D
#744
#771
#746
Arr(1,8,8,448)
#777
Conv2D_D_D
Arr(1,8,8,448)
Arr(1,17,17,192)
Add_D_D
Arr(1,8,8,320)
Noop
#782
Div_D_D
Mul_D_D
#748
Conv2D_D_D
Arr(1,8,8,768)
Arr(1,17,17,192)
Arr(1,8,8,320)
Noop
#779
Arr(1,17,17,192)
Arr(1,17,17,192)
Noop
#697
#37
Noop
Relu_D
Arr(1,17,17,192)
Arr(1,8,8,320)
#38
Arr(1,17,17,192)
Relu_D
Add_D_D
#39
Mul_D_D
Arr(1,17,17,192)
Arr(1,8,8,320)
Arr(1,1,1,320)
Arr(1,17,17,192)
Add_D_D
Add_D_D
#40
Div_D_D
Add_D_D
Div_D_D
Noop
#698
Arr(1,17,17,768)
Sub_D_D
Conv2D_D_D
Arr(1,8,8,320)
Concat_D_D
Maxpool2D_D
#731
#45
#730
Sub_D_D
Arr(1,17,17,576)
Arr(1,17,17,192)
Arr(1,17,17,192)
Arr(3,3,192,320)
#42
Arr(1,17,17,192)
Mul_D_D
Mul_D_D
Add_D_D
Noop
#43
Relu_D
Arr(1,17,17,192)
#723
Arr(1,17,17,192)
#707
Arr(1,1,1,320)
Arr(1,17,17,192)
Arr(1,17,17,192)
Conv2D_D_D
#708
Arr(320)
Add_D_D
Sub_D_D
Arr(1,7,192,192)
#709
#44
Arr(1,17,17,192)
Arr(1,17,17,192)
Noop
#710
Noop
Mul_D_D
Div_D_D
Arr(1,17,17,192)
#714
#711
Arr(1,17,17,192)
Arr(1,17,17,192)
Div_D_D
#715
#712
Relu_D
Conv2D_D_D
#724
#716
#729
Arr(1,17,17,384)
Arr(1,17,17,192)
Sub_D_D
Arr(1,17,17,192)
Concat_D_D
Add_D_D
#725
#717
Arr(1,17,17,192)
#52
Mul_D_D
#619
Arr(1,17,17,192)
Arr(1,1,768,192)
#726
Arr(1,17,17,192)
#718
Relu_D
Div_D_D
Noop
#727
Arr(1,17,17,192)
Arr(1,17,17,192)
Sub_D_D
#53
#719
Arr(1,17,17,192)
Div_D_D
Add_D_D
Arr(1,17,17,192)
#643
#728
#620
Add_D_D
#644
#46
Add_D_D
Arr(1,17,17,192)
#645
#47
Arr(1,17,17,192)
Conv2D_D_D
#646
#48
#621
Arr(1,17,17,192)
#650
#647
#49
Mul_D_D
Sub_D_D
Noop
#649
#50
Arr(1,17,17,192)
Arr(1,17,17,192)
#651
#51
#622
#683
#652
#692
Div_D_D
#54
#653
#648
Arr(1,17,17,192)
Arr(1,17,17,192)
Arr(1,17,17,192)
#654
#682
Conv2D_D_D
Sub_D_D
Add_D_D
#655
Arr(7,1,192,192)
Arr(1,17,17,192)
Conv2D_D_D
#656
Noop
Add_D_D
#624
Arr(1,17,17,192)
#627
Arr(1,17,17,192)
Arr(1,17,17,192)
Add_D_D Arr(1,8,8,192)
Noop
#633
Arr(1,7,192,192)
Avgpool2D_D Arr(1,8,8,1280)
Relu_D Arr(1,17,17,192)
Add_D_D Arr(1,17,17,192)
Relu_D
Noop Arr(1,1,768,192)
Conv2D_D_D
#691
Arr(1,17,17,192)
#689
Arr(1,17,17,192)
Div_D_D Arr(1,17,17,192)
Mul_D_D Arr(1,17,17,192)
Add_D_D Arr(1,17,17,192)
#626
Relu_D Arr(1,17,17,192)
#636
Arr(1,17,17,192)
Arr(1,17,17,192)
#685
Relu_D Arr(1,17,17,192)
#686
Arr(1,1,768,192)
Arr(1,17,17,192)
#58
Mul_D_D
Noop
Conv2D_D_D
Div_D_D
Sub_D_D Arr(1,17,17,192)
Div_D_D Arr(1,17,17,192)
Div_D_D Arr(1,17,17,192)
Mul_D_D Arr(1,17,17,192)
#684
Arr(1,17,17,192)
#55
Arr(1,17,17,192)
Add_D_D
#56
Arr(1,17,17,192)
Arr(1,17,17,192)
#628
Arr(1,17,17,768)
#618
Add_D_D
#57
Add_D_D
Conv2D_D_D
#629
Arr(1,17,17,192)
Arr(1,17,17,192)
Sub_D_D
Arr(1,17,17,192)
#625
#641
Arr(1,17,17,192)
Mul_D_D
Conv2D_D_D
#663
Relu_D
Arr(1,17,17,192)
Sub_D_D
Mul_D_D
Arr(1,17,17,192)
#642
Arr(1,17,17,192)
Concat_D_D
#59
Add_D_D
Relu_D
#664
#634
Div_D_D
#61
#687
#635
#632
Add_D_D
#669
Conv2D_D_D
Arr(1,17,17,192)
Conv2D_D_D
#670
Arr(1,1,768,192)
Div_D_D
#671
#62
Arr(1,17,17,192)
Arr(1,17,17,192)
Arr(7,1,192,192)
Noop
Sub_D_D
Add_D_D
Noop
#679
Arr(1,17,17,576)
Arr(1,17,17,192)
Arr(1,17,17,192)
#672
Concat_D_D
#60
Mul_D_D
#673
Arr(1,17,17,192)
Mul_D_D
Add_D_D
Arr(1,17,17,192)
Arr(1,17,17,192)
Arr(1,17,17,192)
Arr(1,1,768,192)
Arr(1,17,17,192)
Relu_D
Div_D_D
#640
#637
Arr(1,17,17,384)
Add_D_D
Noop
Add_D_D
Concat_D_D
Add_D_D Arr(1,17,17,192)
#690
Avgpool2D_D Arr(1,17,17,768)
Arr(1,17,17,192)
Div_D_D Arr(1,17,17,192)
Arr(1,17,17,192)
Arr(1,17,17,192)
#545
Sub_D_D
Mul_D_D
Add_D_D
Relu_D
Conv2D_D_D
#63
#688
Arr(7,1,160,192)
Arr(1,17,17,192)
#546
#583
#569
Sub_D_D
Arr(1,17,17,160)
Noop
#547
#570
#675
#568
#548
#571
Arr(1,17,17,192)
Relu_D
Arr(1,17,17,192)
#572
#638
Arr(1,17,17,160)
Add_D_D
#573
Add_D_D
Arr(1,17,17,160)
Arr(1,17,17,160)
#580
#676
Arr(1,17,17,160)
Add_D_D
#581
#677
Sub_D_D
Arr(1,17,17,160)
Noop
#582
#678
Arr(1,17,17,160)
Arr(1,17,17,160)
#607
#574
Arr(1,17,17,160)
Mul_D_D
#584
Arr(1,7,160,160)
Relu_D Arr(1,17,17,192)
Relu_D Arr(1,17,17,192)
Arr(1,1,768,192)
#617
Arr(1,17,17,192)
#615
Arr(1,17,17,192)
Noop Arr(1,1,768,192)
Arr(1,17,17,192)
Sub_D_D Arr(1,17,17,192)
Arr(1,17,17,192)
Add_D_D
#612
#611
Arr(1,17,17,192)
Add_D_D Arr(1,17,17,192)
Avgpool2D_D Arr(1,17,17,768)
Arr(1,17,17,192)
#69
Mul_D_D
#616
Conv2D_D_D
Add_D_D
#610
#65
Arr(1,17,17,160)
#585
Noop
Conv2D_D_D
Div_D_D
#586
#575
Arr(1,17,17,160)
Sub_D_D
#587
#608
#550
#567
Conv2D_D_D
#551
Arr(1,17,17,160)
Relu_D
Noop
Conv2D_D_D
Add_D_D
#614
#66
Mul_D_D
Arr(1,17,17,160)
Arr(1,17,17,160)
#544
Arr(1,17,17,768)
#67
Arr(1,17,17,160)
#552
#70
Concat_D_D
#613
Div_D_D
Relu_D
Conv2D_D_D
#589
#577
#590
Arr(1,17,17,160)
Arr(1,17,17,160)
Add_D_D
#553
Arr(1,17,17,160)
Noop
#606
#554
Arr(1,17,17,160)
#591
#578
#555
Arr(1,17,17,160)
#592
#579
Arr(1,17,17,160)
#71
Sub_D_D
Add_D_D
#556
#72
Arr(1,17,17,160)
Arr(1,17,17,160)
Sub_D_D
Arr(1,17,17,576)
Mul_D_D
#559
Arr(1,17,17,160)
Concat_D_D
Arr(1,17,17,160)
Relu_D
#557
Arr(1,17,17,192)
Conv2D_D_D
Arr(1,17,17,160)
#558
Relu_D
Arr(1,1,768,160)
Add_D_D
#560
Arr(1,17,17,192)
Noop
Add_D_D
Arr(1,17,17,192)
Add_D_D
Div_D_D
#561
Arr(1,17,17,160)
#594
#593
Arr(1,17,17,160)
Add_D_D
#595
#565
Arr(1,17,17,160)
#563
Conv2D_D_D
#596
Conv2D_D_D
Sub_D_D
Arr(1,17,17,160)
#597
Arr(1,1,768,160)
Arr(1,17,17,160)
Add_D_D
Noop
#605
#566
#564
Arr(1,17,17,160)
#598
Noop
Add_D_D
Mul_D_D
#599
Arr(1,17,17,192)
Arr(1,17,17,160)
#497
Arr(1,17,17,160)
Relu_D
Arr(1,17,17,160)
#498
#562
Arr(1,17,17,384)
Sub_D_D
#499
Div_D_D
Arr(1,17,17,192)
Concat_D_D
#535
Arr(1,17,17,160)
Relu_D
Mul_D_D
#500
#600
Arr(1,17,17,192)
Arr(1,17,17,160)
#501
#601
Add_D_D
Div_D_D
#502
Arr(1,17,17,192)
#68
Div_D_D Arr(1,17,17,192)
Mul_D_D Arr(1,17,17,192)
Sub_D_D Arr(1,17,17,192)
Div_D_D Arr(1,17,17,192)
#78
Div_D_D Arr(1,17,17,192)
Mul_D_D
#538
Arr(1,17,17,192)
Div_D_D Arr(1,17,17,192)
Mul_D_D Arr(1,17,17,192)
Sub_D_D Arr(1,17,17,192)
Div_D_D Arr(1,17,17,192)
Add_D_D
#537
Arr(1,17,17,192)
Arr(7,1,160,160)
Arr(1,17,17,160)
Noop
Sub_D_D
#536
Add_D_D
#515
#513
Arr(1,17,17,192)
Noop
Arr(1,17,17,160)
Add_D_D
#471
#531
Mul_D_D
Conv2D_D_D
#472
Relu_D
Arr(1,17,17,160)
#518
#494
Sub_D_D
#76
Div_D_D
#519
Relu_D
#473
Arr(1,17,17,192)
Arr(1,17,17,160)
#523
Arr(1,17,17,160)
Arr(1,17,17,160)
#79
Add_D_D
Noop
Sub_D_D
#517
Add_D_D
Arr(1,17,17,160)
Arr(1,17,17,160)
Add_D_D
#540
Arr(1,17,17,192)
#77
#521
Arr(1,17,17,160)
Arr(1,17,17,192)
Conv2D_D_D
Mul_D_D
Add_D_D
Mul_D_D
Arr(1,17,17,768)
#541
Arr(1,17,17,160)
Arr(1,17,17,160)
Arr(1,17,17,160)
#474
Arr(1,17,17,160)
Avgpool2D_D
Add_D_D
#80
Sub_D_D
Conv2D_D_D
Div_D_D
#475
#503
#493
Arr(1,17,17,160)
Arr(1,1,768,192)
Add_D_D
#524
Relu_D
#479
#476
#525
Arr(1,17,17,160)
#480
#542
Arr(1,17,17,160)
Add_D_D
#481
Noop
#539
Noop
#492
Arr(1,17,17,160)
#527
Arr(1,17,17,160)
#543
Div_D_D
#526
Arr(1,17,17,160)
Conv2D_D_D
#528
Arr(1,17,17,160)
#484
#504
Arr(1,1,768,160)
#529
#485
#505
Noop
#530
Conv2D_D_D
#486
Arr(1,17,17,192)
Concat_D_D
#82
Add_D_C
#602
Arr(1,17,17,192)
Relu_D
#387
Arr(1,17,17,128)
#417
#490
Sub_D_D
Arr(1,17,17,192)
Relu_D
#418
#491
Arr(7,1,128,192)
Add_D_D
#388
#419
Arr(160)
Arr(1,17,17,128)
Arr(1,17,17,128)
#420
#489
Noop
#415
Add_D_D
#421
Noop
Arr(1,17,17,192)
Arr(1,17,17,128)
#424
#488
Relu_D
Sub_D_D
#425
#465
Relu_D
#389
Arr(1,17,17,128)
#426
#422
Arr(1,7,128,128)
Arr(1,17,17,192)
Arr(1,17,17,128)
#427
#455
Arr(1,17,17,192)
Arr(1,17,17,128)
Mul_D_D
Arr(1,17,17,128)
Mul_D_D
Arr(1,17,17,128)
#390
Add_D_D
Arr(1,17,17,192)
Arr(1,17,17,192)
Conv2D_D_D
#429
Arr(1,17,17,192)
Mul_D_D
Div_D_D
Arr(1,17,17,128)
Arr(7,1,128,128)
#458
Arr(1,17,17,128)
#391
#430
Arr(1,17,17,192)
Add_D_D
#85
Div_D_D
Noop
#87
Noop
#414
Arr(1,17,17,128)
Div_D_D
Arr(1,17,17,192)
Add_D_D
#392
Add_D_D
#431
Arr(1,17,17,192)
Arr(1,17,17,128)
#432
Arr(1,17,17,192)
Div_D_D
Conv2D_D_D
#393
Arr(1,17,17,128)
#88
Add_D_D
Arr(1,17,17,128)
Arr(1,17,17,128)
Relu_D
#401
Arr(1,17,17,192)
Arr(1,17,17,128)
#394
Conv2D_D_D
Arr(1,1,1,128)
Sub_D_D
Mul_D_D
Relu_D
#437
Add_D_D
#433
#428
Arr(1,17,17,128)
Add_D_D
Sub_D_D
#434
#454
#395
#89
Arr(1,17,17,128)
#396
Add_D_D
#438
Sqrt_D
#459
#86
Arr(1,17,17,192)
Sub_D_D
Arr(1,17,17,128)
Arr(1,17,17,128)
Arr(1,1,1,128)
Add_D_D
Arr(1,17,17,128)
#397
Mul_D_D
#439
#90
Sub_D_D
#460
Arr(1,17,17,128)
Add_D_C
Add_D_D
Div_D_D
#440
#435
#398
#411
Conv2D_D_D
#400
Add_D_D
#442
#436
Arr(1,17,17,128)
Arr(1,17,17,128)
Arr(1,17,17,192)
Div_D_D
Arr(1,17,17,192)
#412
Arr(1,17,17,192)
Arr(1,17,17,128)
#457
Conv2D_D_D
#443
Conv2D_D_D
Add_D_D
#461
Add_D_D
Relu_D
#444
Arr(1,17,17,768)
Conv2D_D_D
Arr(1,17,17,128)
#402
Arr(1,17,17,128)
#91
Mul_D_D
#403
Add_D_D
Avgpool2D_D
#463
Arr(1,17,17,128)
Arr(1,17,17,128)
Arr(1,17,17,128)
#404
Arr(1,17,17,128)
Conv2D_D_D
#462
Sub_D_D
#405
Arr(1,17,17,128)
#407
Arr(1,1,768,192)
Add_D_D
#406
Arr(1,17,17,128)
Arr(1,17,17,128)
Arr(1,17,17,768)
Arr(1,1,768,192)
Add_D_D
Noop
#386
Noop
#464
Arr(1,17,17,128)
Mul_D_D
#446
#445
#453
Conv2D_D_D
Concat_D_D
#92
Arr(1,1,768,128)
Sub_D_D
#447
#452
Noop
#408
#450
#413
Arr(1,17,17,96)
Arr(1,17,17,480)
Noop
#410
Arr(1,17,17,96)
Concat_D_D
#448
#695
Add_D_D
Relu_D
#361
#449
Noop
Arr(1,17,17,96)
#362
#409
#693
Mul_D_D
Add_D_D
#451
#780
Arr(1,17,17,96)
Arr(1,17,17,384)
#93
#694
Div_D_D
#363
#94
#772
Arr(1,17,17,96)
Mul_D_D
#95
Arr(1,8,8,448)
Sub_D_D
Arr(1,17,17,384)
Arr(1,1,1,384)
Relu_D
Arr(1,17,17,96)
#364
#96
#773
Add_D_D
Div_D_D
Noop
Arr(3,3,448,384)
Arr(1,35,35,64)
Arr(1,35,35,96)
#370
Noop
Arr(1,35,35,64)
Add_D_D
#371
#786
Arr(1,35,35,64)
Relu_D
#375
Arr(3,3,64,96)
Add_D_D
Sub_D_D
#372
#742
Arr(1,35,35,64)
Arr(1,35,35,96)
#373
#781
Relu_D
Add_D_D
#374
#360
Arr(1,35,35,64)
Arr(1,35,35,96)
#383
#97
Relu_D
Mul_D_D
#376
Arr(1,1,1,384)
Arr(1,35,35,64)
Arr(1,35,35,96)
#377
#98
Add_D_D
Div_D_D
#378
Sqrt_D
Arr(1,35,35,64)
Arr(1,35,35,96)
#379
#358
Mul_D_D
Arr(1,35,35,128)
Arr(1,35,35,96)
#385
Arr(1,1,1,384)
Arr(1,35,35,64)
Concat_D_D
#346
#381
#99
Relu_D
Arr(1,35,35,64)
Arr(1,35,35,96)
#101
Add_D_C
Arr(1,35,35,64)
Arr(1,35,35,64)
#306
#103
Add_D_D
Add_D_D
Relu_D
#102
#359
Arr(1,35,35,64)
Arr(1,35,35,64)
#308
#322
Arr(1,35,35,96)
Mul_D_D
Div_D_D
Add_D_D
#323
Arr(3,3,96,96)
Arr(1,35,35,64)
Sub_D_D
#310
Arr(1,35,35,96)
#324
Relu_D
#348
Arr(1,35,35,64)
Arr(1,35,35,96)
Conv2D_D_D
#325
#368
Arr(1,35,35,64)
Add_D_D
Mul_D_D
Sub_D_D
#326
Noop
Arr(1,35,35,64)
#104
Arr(1,35,35,96)
Arr(3,3,96,96)
Arr(1,35,35,64)
Arr(1,35,35,64)
Sub_D_D
#329
Arr(1,35,35,64)
#338
#337
Arr(1,35,35,64)
Sub_D_D
Div_D_D
Add_D_D
Add_D_D
#347
Mul_D_D
Noop
Arr(1,35,35,64)
Arr(1,35,35,64)
Div_D_D
#339
Conv2D_D_D
#335
Arr(1,35,35,64)
#340
Conv2D_D_D
Relu_D
#336
Arr(3,3,64,96)
Arr(1,35,35,64)
Sub_D_D
#349
Arr(1,35,35,64)
#105
#330
Arr(384)
Mul_D_D
#341
Arr(1,35,35,64)
#350
#342
Arr(1,35,35,64)
Sub_D_D
#108
Arr(1,35,35,64)
Conv2D_D_D
Add_D_D
#109
Add_D_D
Arr(1,1,288,64)
#110
Arr(1,35,35,288)
Arr(1,35,35,64)
Noop
#343
Arr(1,1,288,64)
Conv2D_D_D
Add_D_D
Relu_D
Noop
Avgpool2D_D
#353
Arr(1,1,288,64)
Arr(1,35,35,64)
#106
#331
#357
Noop
Div_D_D
#107
#305
Arr(1,35,35,288)
#354
Arr(1,35,35,48)
#332
Noop
Concat_D_D
#111
Arr(1,1,288,48)
#333
#356
Arr(1,35,35,224)
Mul_D_D
#384
Arr(1,35,35,64)
Div_D_D
#112
#327
Relu_D
Mul_D_D
#334
Arr(1,35,35,64)
Arr(1,35,35,96)
Arr(1,35,35,96)
#319
Arr(1,35,35,64)
#256
Arr(1,35,35,96)
#320
Mul_D_D
Add_D_D
Relu_D
#272
#328
Arr(1,35,35,64)
#296
#273
#345
Arr(1,35,35,64)
Div_D_D
#259
Add_D_D
#274
#312
Sub_D_D
#260
Arr(1,35,35,96)
Arr(1,35,35,64)
#113
#275
Arr(5,5,48,64)
Add_D_D
#261
Relu_D Arr(1,17,17,192)
Add_D_D Arr(1,17,17,192)
Mul_D_D Arr(1,17,17,192)
Concat_D_D Arr(1,35,35,128)
Relu_D Arr(1,35,35,64)
Conv2D_D_D Arr(1,35,35,64)
Add_D_D Arr(1,35,35,64)
Sub_D_D Arr(1,35,35,64)
Mul_D_D
#288
Arr(1,35,35,64)
Add_D_D Arr(1,35,35,64)
Add_D_D
#287
#286
Arr(1,35,35,64)
#114
Arr(1,35,35,96)
Arr(1,35,35,128)
Arr(1,35,35,64)
#115
Arr(1,35,35,64)
Arr(3,3,64,96)
Sub_D_D
#276
#313
Mul_D_D
Concat_D_D
Div_D_D
#116
#297
Arr(1,35,35,96)
#277
Noop
#289
Arr(1,35,35,64)
Conv2D_D_D
#278
#321
Arr(1,35,35,64)
Div_D_D
Add_D_D
#279
#290
Arr(1,35,35,64)
Arr(1,35,35,96)
#280
#314
Arr(1,35,35,64)
Arr(1,35,35,64)
#291
Sub_D_D
Mul_D_D
#281
Arr(1,35,35,64)
Arr(1,1,256,64)
#292
Arr(1,35,35,64)
Conv2D_D_D
#285
#282
#315
#300
Arr(1,35,35,64)
Noop
Conv2D_D_D
Sub_D_D
#118
Arr(1,35,35,64)
Arr(1,35,35,256)
Noop
#294
#283
#316
Arr(1,35,35,64)
Arr(1,1,256,64)
Add_D_D
#119
#298
#284
#317
Conv2D_D_D
Arr(1,35,35,48)
Arr(5,5,48,64)
#318
Arr(1,1,256,64)
Add_D_D
Arr(1,35,35,32)
#293
#120
Arr(1,35,35,64)
Relu_D
Noop
Avgpool2D_D
#303
Add_D_D
Noop
#262
Noop
Add_D_D
Div_D_D
#255
Arr(1,35,35,256)
#304
Mul_D_D
#264
#271
Concat_D_D
#121
Arr(1,1,256,48)
#269
#246
Arr(1,35,35,224)
Noop
#270
#265
Concat_D_D
Mul_D_D
Relu_D
#123
#122
#266
Arr(1,35,35,64)
Mul_D_D
#219
#267
Arr(1,35,35,64)
Div_D_D
#220
#268
Arr(1,35,35,64)
Div_D_D
#199
Arr(1,35,35,96)
#124
Sub_D_D
#200
Sub_D_D
#221
Add_D_D
#201
Arr(1,35,35,96)
#222
Arr(1,35,35,32)
Add_D_D
#225
Arr(1,35,35,48)
Add_D_D
Noop
#244
Arr(1,35,35,96)
Relu_D
#202
Arr(3,3,96,96)
Mul_D_D
#226
Arr(1,35,35,48)
#203
Sqrt_D
#213
#227
Add_D_D
Noop
#216
Add_D_D
Arr(1,35,35,48)
#204
Arr(1,35,35,32)
#247
Mul_D_D
#205
Arr(1,35,35,64)
Arr(1,35,35,96)
#228
Arr(1,35,35,48)
Arr(1,35,35,64)
Mul_D_D
#248
Conv2D_D_D
#229
Arr(1,35,35,48)
Add_D_D
#125
Arr(1,35,35,64)
#230
Arr(1,1,1,48)
Arr(1,35,35,64)
Relu_D
#231
Arr(3,3,64,96)
Mul_D_D
#126
Arr(1,35,35,64)
#232
Conv2D_D_D
Arr(1,35,35,64)
Sub_D_D
#128
Arr(1,35,35,64)
Add_D_D
#129
Arr(1,35,35,64)
Sub_D_D
#235
Arr(1,35,35,32)
#249
#209
Add_D_D
#236
Relu_D Arr(1,35,35,64)
Mul_D_D Arr(1,35,35,64)
Add_D_D Arr(1,35,35,64)
Relu_D Arr(1,35,35,64)
Relu_D Arr(1,35,35,64)
