97               .set_name("Conv2d_1a_3x3/convolution")  in do_setup()
103               .set_name("Conv2d_1a_3x3/BatchNorm")  in do_setup()
104 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Conv2d_1a_3x3/Re…  in do_setup()
110               .set_name("Conv2d_2a_3x3/convolution")  in do_setup()
116               .set_name("Conv2d_2a_3x3/BatchNorm")  in do_setup()
117 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Conv2d_2a_3x3/Re…  in do_setup()
123               .set_name("Conv2d_2b_3x3/convolution")  in do_setup()
129               .set_name("Conv2d_2b_3x3/BatchNorm")  in do_setup()
130 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Conv2d_2b_3x3/Re…  in do_setup()
132 …_layout, PadStrideInfo(2, 2, 0, 0, DimensionRoundingType::CEIL), true)).set_name("MaxPool_3a_3x3/M…  in do_setup()
138               .set_name("Conv2d_3b_1x1/convolution")  in do_setup()
144               .set_name("Conv2d_3b_1x1/BatchNorm")  in do_setup()
145 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Conv2d_3b_1x1/Re…  in do_setup()
151               .set_name("Conv2d_4a_3x3/convolution")  in do_setup()
157               .set_name("Conv2d_4a_3x3/BatchNorm")  in do_setup()
158 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Conv2d_4a_3x3/Re…  in do_setup()
160 …oolingType::MAX, 3, operation_layout, PadStrideInfo(2, 2, 0, 0), true)).set_name("MaxPool_5a_3x3/M…  in do_setup()
175               .set_name("Conv2d_7b_1x1/convolution")  in do_setup()
181               .set_name("Conv2d_7b_1x1/BatchNorm")  in do_setup()
182 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Conv2d_7b_1x1/Re…  in do_setup()
183 …<< PoolingLayer(PoolingLayerInfo(PoolingType::AVG, operation_layout)).set_name("Logits/AvgPool_1a_…  in do_setup()
184               << FlattenLayer().set_name("Logits/Flatten")  in do_setup()
189               .set_name("Logits/Logits")  in do_setup()
190               << SoftmaxLayer().set_name("Logits/Predictions")  in do_setup()
225             .set_name("Mixed_5b/Branch_0/Conv2d_1x1/convolution")  in block_mixed_5b()
231             .set_name("Mixed_5b/Branch_0/Conv2d_1x1/BatchNorm")  in block_mixed_5b()
232 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_5b/Branch_…  in block_mixed_5b()
240             .set_name("Mixed_5b/Branch_1/Conv2d_0a_1x1/convolution")  in block_mixed_5b()
246             .set_name("Mixed_5b/Branch_1/Conv2d_0a_1x1/BatchNorm")  in block_mixed_5b()
247 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_5b/Branch_…  in block_mixed_5b()
252             .set_name("Mixed_5b/Branch_1/Conv2d_0b_5x5/convolution")  in block_mixed_5b()
258             .set_name("Mixed_5b/Branch_1/Conv2d_0b_5x5/BatchNorm")  in block_mixed_5b()
259 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_5b/Branch_…  in block_mixed_5b()
267             .set_name("Mixed_5b/Branch_2/Conv2d_0a_1x1/convolution")  in block_mixed_5b()
273             .set_name("Mixed_5b/Branch_2/Conv2d_0a_1x1/BatchNorm")  in block_mixed_5b()
274 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_5b/Branch_…  in block_mixed_5b()
279             .set_name("Mixed_5b/Branch_2/Conv2d_0b_3x3/convolution")  in block_mixed_5b()
285             .set_name("Mixed_5b/Branch_2/Conv2d_0b_3x3/BatchNorm")  in block_mixed_5b()
286 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_5b/Branch_…  in block_mixed_5b()
291             .set_name("Mixed_5b/Branch_2/Conv2d_0c_3x3/convolution")  in block_mixed_5b()
297             .set_name("Mixed_5b/Branch_2/Conv2d_0c_3x3/BatchNorm")  in block_mixed_5b()
298 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_5b/Branch_…  in block_mixed_5b()
302 …_layout, PadStrideInfo(1, 1, 1, 1, DimensionRoundingType::CEIL), true)).set_name("Mixed_5b/Branch_…  in block_mixed_5b()
307             .set_name("Mixed_5b/Branch_3/Conv2d_0b_1x1/convolution")  in block_mixed_5b()
313             .set_name("Mixed_5b/Branch_3/Conv2d_0b_1x1/BatchNorm")  in block_mixed_5b()
314 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_5b/Branch_…  in block_mixed_5b()
317 …atLayer(std::move(i_a), std::move(i_b), std::move(i_c), std::move(i_d)).set_name("Mixed_5a/concat"…  in block_mixed_5b()
328             .set_name("Mixed_6a/Branch_0/Conv2d_1a_3x3/convolution")  in block_mixed_6a()
334             .set_name("Mixed_6a/Branch_0/Conv2d_1a_3x3/BatchNorm")  in block_mixed_6a()
335 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_6a/Branch_…  in block_mixed_6a()
343             .set_name("Mixed_6a/Branch_1/Conv2d_0a_1x1/convolution")  in block_mixed_6a()
349             .set_name("Mixed_6a/Branch_1/Conv2d_0a_1x1/BatchNorm")  in block_mixed_6a()
350 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_6a/Branch_…  in block_mixed_6a()
355             .set_name("Mixed_6a/Branch_1/Conv2d_0b_3x3/convolution")  in block_mixed_6a()
361             .set_name("Mixed_6a/Branch_1/Conv2d_0b_3x3/BatchNorm")  in block_mixed_6a()
362 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_6a/Branch_…  in block_mixed_6a()
367             .set_name("Mixed_6a/Branch_1/Conv2d_1a_3x3/convolution")  in block_mixed_6a()
373             .set_name("Mixed_6a/Branch_1/Conv2d_1a_3x3/BatchNorm")  in block_mixed_6a()
374 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_6a/Branch_…  in block_mixed_6a()
378 …e::MAX, 3, common_params.data_layout, PadStrideInfo(2, 2, 0, 0), true)).set_name("Mixed_6a/Branch_…  in block_mixed_6a()
381 …  graph << ConcatLayer(std::move(i_a), std::move(i_b), std::move(i_c)).set_name("Mixed_6a/concat");  in block_mixed_6a()
392             .set_name("Mixed_7a/Branch_0/Conv2d_0a_1x1/convolution")  in block_mixed_7a()
398             .set_name("Mixed_7a/Branch_0/Conv2d_0a_1x1/BatchNorm")  in block_mixed_7a()
399 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_7a/Branch_…  in block_mixed_7a()
404             .set_name("Mixed_7a/Branch_0/Conv2d_1a_3x3/convolution")  in block_mixed_7a()
410             .set_name("Mixed_7a/Branch_0/Conv2d_1a_3x3/BatchNorm")  in block_mixed_7a()
411 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_7a/Branch_…  in block_mixed_7a()
419             .set_name("Mixed_7a/Branch_1/Conv2d_0a_1x1/convolution")  in block_mixed_7a()
425             .set_name("Mixed_7a/Branch_1/Conv2d_0a_1x1/BatchNorm")  in block_mixed_7a()
426 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_7a/Branch_…  in block_mixed_7a()
431             .set_name("Mixed_7a/Branch_1/Conv2d_1a_3x3/convolution")  in block_mixed_7a()
437             .set_name("Mixed_7a/Branch_1/Conv2d_1a_3x3/BatchNorm")  in block_mixed_7a()
438 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_7a/Branch_…  in block_mixed_7a()
446             .set_name("Mixed_7a/Branch_2/Conv2d_0a_1x1/convolution")  in block_mixed_7a()
452             .set_name("Mixed_7a/Branch_2/Conv2d_0a_1x1/BatchNorm")  in block_mixed_7a()
453 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_7a/Branch_…  in block_mixed_7a()
458             .set_name("Mixed_7a/Branch_2/Conv2d_0b_3x3/convolution")  in block_mixed_7a()
464             .set_name("Mixed_7a/Branch_2/Conv2d_0b_3x3/BatchNorm")  in block_mixed_7a()
465 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_7a/Branch_…  in block_mixed_7a()
470             .set_name("Mixed_7a/Branch_2/Conv2d_1a_3x3/convolution")  in block_mixed_7a()
476             .set_name("Mixed_7a/Branch_2/Conv2d_1a_3x3/BatchNorm")  in block_mixed_7a()
477 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name("Mixed_7a/Branch_…  in block_mixed_7a()
481 …_layout, PadStrideInfo(2, 2, 0, 0, DimensionRoundingType::CEIL), true)).set_name("Mixed_7a/Branch_…  in block_mixed_7a()
484 …atLayer(std::move(i_a), std::move(i_b), std::move(i_c), std::move(i_d)).set_name("Mixed_7a/concat"…  in block_mixed_7a()
509                  .set_name(unit_name + "Branch_0/Conv2d_1x1/convolution")  in block35_repeat()
515                  .set_name(unit_name + "Branch_0/Conv2d_1x1/BatchNorm")  in block35_repeat()
516 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block35_repeat()
524                  .set_name(unit_name + "Branch_1/Conv2d_0a_1x1/convolution")  in block35_repeat()
530                  .set_name(unit_name + "Branch_1/Conv2d_0a_1x1/BatchNorm")  in block35_repeat()
531 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block35_repeat()
536                  .set_name(unit_name + "Branch_1/Conv2d_0b_3x3/convolution")  in block35_repeat()
542                  .set_name(unit_name + "Branch_1/Conv2d_0b_3x3/BatchNorm")  in block35_repeat()
543 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block35_repeat()
551                  .set_name(unit_name + "Branch_2/Conv2d_0a_1x1/convolution")  in block35_repeat()
557                  .set_name(unit_name + "Branch_2/Conv2d_0a_1x1/BatchNorm")  in block35_repeat()
558 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block35_repeat()
563                  .set_name(unit_name + "Branch_2/Conv2d_0b_3x3/convolution")  in block35_repeat()
569                  .set_name(unit_name + "Branch_2/Conv2d_0b_3x3/BatchNorm")  in block35_repeat()
570 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block35_repeat()
575                  .set_name(unit_name + "Branch_2/Conv2d_0c_3x3/convolution")  in block35_repeat()
581                  .set_name(unit_name + "Branch_2/Conv2d_0c_3x3/BatchNorm")  in block35_repeat()
582 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block35_repeat()
585 …i_l << ConcatLayer(std::move(i_la), std::move(i_lb), std::move(i_lc)).set_name(unit_name + "concat…  in block35_repeat()
590                 .set_name(unit_name + "Conv2d_1x1/convolution")  in block35_repeat()
591 …LayerInfo(ActivationLayerInfo::ActivationFunction::LINEAR, 0.17f, 0.f)).set_name(unit_name + "mul"…  in block35_repeat()
593 …graph << EltwiseLayer(std::move(i_l), std::move(i_r), EltwiseOperation::Add).set_name(unit_name + …  in block35_repeat()
594 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Relu…  in block35_repeat()
620                  .set_name(unit_name + "Branch_0/Conv2d_1x1/convolution")  in block17_repeat()
626                  .set_name(unit_name + "Branch_0/Conv2d_1x1/BatchNorm")  in block17_repeat()
627 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block17_repeat()
635                  .set_name(unit_name + "Branch_1/Conv2d_0a_1x1/convolution")  in block17_repeat()
641                  .set_name(unit_name + "Branch_1/Conv2d_0a_1x1/BatchNorm")  in block17_repeat()
642 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block17_repeat()
647                  .set_name(unit_name + "Branch_1/Conv2d_0b_1x7/convolution")  in block17_repeat()
653                  .set_name(unit_name + "Branch_1/Conv2d_0b_1x7/BatchNorm")  in block17_repeat()
654 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block17_repeat()
659                  .set_name(unit_name + "Branch_1/Conv2d_0c_7x1/convolution")  in block17_repeat()
665                  .set_name(unit_name + "Branch_1/Conv2d_0c_7x1/BatchNorm")  in block17_repeat()
666 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block17_repeat()
669             i_l << ConcatLayer(std::move(i_la), std::move(i_lb)).set_name(unit_name + "concat")  in block17_repeat()
674                 .set_name(unit_name + "Conv2d_1x1/convolution")  in block17_repeat()
675 …LayerInfo(ActivationLayerInfo::ActivationFunction::LINEAR, 0.10f, 0.f)).set_name(unit_name + "mul"…  in block17_repeat()
677 …graph << EltwiseLayer(std::move(i_l), std::move(i_r), EltwiseOperation::Add).set_name(unit_name + …  in block17_repeat()
678 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Relu…  in block17_repeat()
712                  .set_name(unit_name + "Branch_0/Conv2d_1x1/convolution")  in block8_repeat()
718                  .set_name(unit_name + "Branch_0/Conv2d_1x1/BatchNorm")  in block8_repeat()
719 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block8_repeat()
727                  .set_name(unit_name + "Branch_1/Conv2d_0a_1x1/convolution")  in block8_repeat()
733                  .set_name(unit_name + "Branch_1/Conv2d_0a_1x1/BatchNorm")  in block8_repeat()
734 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block8_repeat()
739                  .set_name(unit_name + "Branch_1/Conv2d_0b_1x3/convolution")  in block8_repeat()
745                  .set_name(unit_name + "Branch_1/Conv2d_0b_1x3/BatchNorm")  in block8_repeat()
746 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block8_repeat()
751                  .set_name(unit_name + "Branch_1/Conv2d_0c_3x1/convolution")  in block8_repeat()
757                  .set_name(unit_name + "Branch_1/Conv2d_0c_3x1/BatchNorm")  in block8_repeat()
758 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Bran…  in block8_repeat()
761             i_l << ConcatLayer(std::move(i_la), std::move(i_lb)).set_name(unit_name + "concat")  in block8_repeat()
766                 .set_name(unit_name + "Conv2d_1x1/convolution");  in block8_repeat()
771 …LayerInfo(ActivationLayerInfo::ActivationFunction::LINEAR, scale, 0.f)).set_name(unit_name + "mul"…  in block8_repeat()
775 …graph << EltwiseLayer(std::move(i_l), std::move(i_r), EltwiseOperation::Add).set_name(unit_name + …  in block8_repeat()
780 …yer(ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::RELU)).set_name(unit_name + "Relu…  in block8_repeat()