duplicated block id: 1
size: 95 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2753:2862)
 - src/api/numpy.i (2905:3014)

duplicated block id: 2
size: 50 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2864:2922)
 - src/api/numpy.i (3016:3074)

duplicated block id: 3
size: 42 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1019:1061)
 - src/proto/model.proto (783:825)

duplicated block id: 4
size: 38 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (569:615)
 - src/model/operation/rnn.cc (634:680)

duplicated block id: 5
size: 31 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1159:1189)
 - src/proto/model.proto (891:921)

duplicated block id: 6
size: 25 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (200:227)
 - src/model/operation/rnn.cc (272:299)

duplicated block id: 7
size: 23 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (956:981)
 - src/proto/model.proto (718:743)

duplicated block id: 8
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_tensor.i (1:22)
 - src/api/singa.i (1:22)

duplicated block id: 9
size: 21 cleaned lines of code
in 2 files:
 - src/api/dist_communicator.i (1:22)
 - src/api/model_loss.i (1:22)

duplicated block id: 10
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_device.i (1:22)
 - src/api/dist_communicator.i (1:22)

duplicated block id: 11
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_tensor.i (1:22)
 - src/api/dist_communicator.i (1:22)

duplicated block id: 12
size: 21 cleaned lines of code
in 2 files:
 - src/api/dist_communicator.i (1:22)
 - src/api/singa.i (1:22)

duplicated block id: 13
size: 21 cleaned lines of code
in 2 files:
 - src/api/model_layer.i (1:22)
 - src/api/singa.i (1:22)

duplicated block id: 14
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_tensor.i (1:22)
 - src/api/model_metric.i (1:22)

duplicated block id: 15
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_device.i (1:22)
 - src/api/model_metric.i (1:22)

duplicated block id: 16
size: 21 cleaned lines of code
in 2 files:
 - src/api/dist_communicator.i (1:22)
 - src/api/io_snapshot.i (1:22)

duplicated block id: 17
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_device.i (1:22)
 - src/api/model_layer.i (1:22)

duplicated block id: 18
size: 21 cleaned lines of code
in 2 files:
 - src/api/model_loss.i (1:22)
 - src/api/model_metric.i (1:22)

duplicated block id: 19
size: 21 cleaned lines of code
in 2 files:
 - src/api/model_layer.i (1:22)
 - src/api/model_metric.i (1:22)

duplicated block id: 20
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_device.i (1:22)
 - src/api/core_tensor.i (1:22)

duplicated block id: 21
size: 21 cleaned lines of code
in 2 files:
 - src/api/dist_communicator.i (1:22)
 - src/api/model_layer.i (1:22)

duplicated block id: 22
size: 21 cleaned lines of code
in 2 files:
 - src/api/io_snapshot.i (1:22)
 - src/api/model_loss.i (1:22)

duplicated block id: 23
size: 21 cleaned lines of code
in 2 files:
 - src/api/dist_communicator.i (1:22)
 - src/api/model_metric.i (1:22)

duplicated block id: 24
size: 21 cleaned lines of code
in 2 files:
 - src/api/model_layer.i (1:22)
 - src/api/model_loss.i (1:22)

duplicated block id: 25
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_tensor.i (1:22)
 - src/api/io_snapshot.i (1:22)

duplicated block id: 26
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_device.i (1:22)
 - src/api/model_loss.i (1:22)

duplicated block id: 27
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_device.i (1:22)
 - src/api/io_snapshot.i (1:22)

duplicated block id: 28
size: 21 cleaned lines of code
in 2 files:
 - src/api/model_metric.i (1:22)
 - src/api/singa.i (1:22)

duplicated block id: 29
size: 21 cleaned lines of code
in 2 files:
 - src/api/io_snapshot.i (1:22)
 - src/api/model_layer.i (1:22)

duplicated block id: 30
size: 21 cleaned lines of code
in 2 files:
 - src/api/model_loss.i (1:22)
 - src/api/singa.i (1:22)

duplicated block id: 31
size: 21 cleaned lines of code
in 2 files:
 - src/api/io_snapshot.i (1:22)
 - src/api/singa.i (1:22)

duplicated block id: 32
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_tensor.i (1:22)
 - src/api/model_layer.i (1:22)

duplicated block id: 33
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_device.i (1:22)
 - src/api/singa.i (1:22)

duplicated block id: 34
size: 21 cleaned lines of code
in 2 files:
 - src/api/core_tensor.i (1:22)
 - src/api/model_loss.i (1:22)

duplicated block id: 35
size: 21 cleaned lines of code
in 2 files:
 - src/api/io_snapshot.i (1:22)
 - src/api/model_metric.i (1:22)

duplicated block id: 36
size: 20 cleaned lines of code
in 2 files:
 - src/api/model_layer.i (1:20)
 - src/api/model_operation.i (1:20)

duplicated block id: 37
size: 20 cleaned lines of code
in 2 files:
 - src/api/model_loss.i (1:20)
 - src/api/model_operation.i (1:20)

duplicated block id: 38
size: 20 cleaned lines of code
in 2 files:
 - src/api/io_snapshot.i (1:20)
 - src/api/model_operation.i (1:20)

duplicated block id: 39
size: 20 cleaned lines of code
in 2 files:
 - src/api/model_operation.i (1:20)
 - src/api/singa.i (1:20)

duplicated block id: 40
size: 20 cleaned lines of code
in 2 files:
 - src/api/model_metric.i (1:20)
 - src/api/model_operation.i (1:20)

duplicated block id: 41
size: 20 cleaned lines of code
in 2 files:
 - src/api/core_device.i (1:20)
 - src/api/model_operation.i (1:20)

duplicated block id: 42
size: 20 cleaned lines of code
in 2 files:
 - src/api/dist_communicator.i (1:20)
 - src/api/model_operation.i (1:20)

duplicated block id: 43
size: 20 cleaned lines of code
in 2 files:
 - src/api/core_tensor.i (1:20)
 - src/api/model_operation.i (1:20)

duplicated block id: 44
size: 19 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (414:432)
 - src/proto/model.proto (253:271)

duplicated block id: 45
size: 19 cleaned lines of code
in 2 files:
 - python/singa/layer.py (582:603)
 - python/singa/layer.py (938:959)

duplicated block id: 46
size: 19 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1001:1024)
 - src/api/numpy.i (1236:1259)

duplicated block id: 47
size: 19 cleaned lines of code
in 2 files:
 - src/proto/core.proto (1:21)
 - src/proto/model.proto (1:21)

duplicated block id: 48
size: 19 cleaned lines of code
in 2 files:
 - src/proto/core.proto (1:21)
 - src/proto/io.proto (1:21)

duplicated block id: 49
size: 19 cleaned lines of code
in 2 files:
 - src/proto/io.proto (1:21)
 - src/proto/model.proto (1:21)

duplicated block id: 50
size: 18 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1000:1017)
 - src/proto/model.proto (764:781)

duplicated block id: 51
size: 18 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1046:1065)
 - src/api/numpy.i (1283:1302)

duplicated block id: 52
size: 18 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (175:199)
 - src/model/operation/rnn.cc (244:269)

duplicated block id: 53
size: 18 cleaned lines of code
in 2 files:
 - src/model/layer/cudnn_convolution.cc (167:185)
 - src/model/layer/cudnn_pooling.cc (79:96)

duplicated block id: 54
size: 17 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.cl (1:17)
 - src/proto/model.proto (1:17)

duplicated block id: 55
size: 17 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (886:902)
 - src/proto/model.proto (659:675)

duplicated block id: 56
size: 17 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (3094:3117)
 - python/singa/autograd.py (3441:3464)

duplicated block id: 57
size: 17 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.cl (1:17)
 - src/proto/core.proto (1:17)

duplicated block id: 58
size: 17 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.cl (1:17)
 - src/proto/io.proto (1:17)

duplicated block id: 59
size: 17 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (4016:4041)
 - python/singa/autograd.py (4094:4119)

duplicated block id: 60
size: 17 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cc (250:266)
 - src/model/layer/pooling.cc (291:307)

duplicated block id: 61
size: 16 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1638:1658)
 - src/api/numpy.i (1822:1842)

duplicated block id: 62
size: 16 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1263:1281)
 - src/api/numpy.i (1850:1868)

duplicated block id: 63
size: 16 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (8:25)
 - src/proto/model.proto (36:53)

duplicated block id: 64
size: 16 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (774:789)
 - src/proto/model.proto (555:570)

duplicated block id: 65
size: 15 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (586:601)
 - src/proto/model.proto (362:377)

duplicated block id: 66
size: 15 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (631:645)
 - src/proto/model.proto (416:430)

duplicated block id: 67
size: 15 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (51:68)
 - src/core/tensor/math_kernel.cu (1050:1066)

duplicated block id: 68
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2642:2659)
 - src/api/numpy.i (2679:2696)

duplicated block id: 69
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2465:2482)

duplicated block id: 70
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2716:2733)
 - src/api/numpy.i (2867:2884)

duplicated block id: 71
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2535:2552)

duplicated block id: 72
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2716:2733)
 - src/api/numpy.i (2905:2922)

duplicated block id: 73
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2500:2517)

duplicated block id: 74
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2679:2696)
 - src/api/numpy.i (2981:2998)

duplicated block id: 75
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2465:2482)
 - src/api/numpy.i (2829:2846)

duplicated block id: 76
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2791:2808)
 - src/api/numpy.i (2981:2998)

duplicated block id: 77
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2679:2696)
 - src/api/numpy.i (2943:2960)

duplicated block id: 78
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2570:2587)
 - src/api/numpy.i (2605:2622)

duplicated block id: 79
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2716:2733)
 - src/api/numpy.i (2753:2770)

duplicated block id: 80
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2642:2659)
 - src/api/numpy.i (2791:2808)

duplicated block id: 81
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2642:2659)
 - src/api/numpy.i (2829:2846)

duplicated block id: 82
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2791:2808)
 - src/api/numpy.i (2829:2846)

duplicated block id: 83
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2465:2482)
 - src/api/numpy.i (2791:2808)

duplicated block id: 84
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2605:2622)
 - src/api/numpy.i (3057:3074)

duplicated block id: 85
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2753:2770)
 - src/api/numpy.i (3019:3036)

duplicated block id: 86
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2905:2922)
 - src/api/numpy.i (3019:3036)

duplicated block id: 87
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2791:2808)

duplicated block id: 88
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2642:2659)
 - src/api/numpy.i (2943:2960)

duplicated block id: 89
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2465:2482)
 - src/api/numpy.i (2679:2696)

duplicated block id: 90
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2465:2482)
 - src/api/numpy.i (2642:2659)

duplicated block id: 91
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2753:2770)
 - src/api/numpy.i (3057:3074)

duplicated block id: 92
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2753:2770)
 - src/api/numpy.i (2867:2884)

duplicated block id: 93
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2642:2659)
 - src/api/numpy.i (2981:2998)

duplicated block id: 94
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2679:2696)

duplicated block id: 95
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2679:2696)
 - src/api/numpy.i (2791:2808)

duplicated block id: 96
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1028:1044)
 - src/api/numpy.i (1666:1682)

duplicated block id: 97
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2642:2659)

duplicated block id: 98
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2679:2696)
 - src/api/numpy.i (2829:2846)

duplicated block id: 99
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2465:2482)
 - src/api/numpy.i (2535:2552)

duplicated block id: 100
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2500:2517)
 - src/api/numpy.i (2535:2552)

duplicated block id: 101
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2465:2482)
 - src/api/numpy.i (2500:2517)

duplicated block id: 102
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2981:2998)

duplicated block id: 103
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2943:2960)

duplicated block id: 104
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2535:2552)
 - src/api/numpy.i (2791:2808)

duplicated block id: 105
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2570:2587)
 - src/api/numpy.i (3019:3036)

duplicated block id: 106
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2605:2622)
 - src/api/numpy.i (2905:2922)

duplicated block id: 107
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2829:2846)
 - src/api/numpy.i (2943:2960)

duplicated block id: 108
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2605:2622)
 - src/api/numpy.i (2867:2884)

duplicated block id: 109
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2867:2884)
 - src/api/numpy.i (2905:2922)

duplicated block id: 110
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2500:2517)
 - src/api/numpy.i (2642:2659)

duplicated block id: 111
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2535:2552)
 - src/api/numpy.i (2829:2846)

duplicated block id: 112
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2570:2587)
 - src/api/numpy.i (3057:3074)

duplicated block id: 113
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2535:2552)
 - src/api/numpy.i (2679:2696)

duplicated block id: 114
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (3019:3036)
 - src/api/numpy.i (3057:3074)

duplicated block id: 115
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2500:2517)
 - src/api/numpy.i (2679:2696)

duplicated block id: 116
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2535:2552)
 - src/api/numpy.i (2642:2659)

duplicated block id: 117
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2431:2448)
 - src/api/numpy.i (2829:2846)

duplicated block id: 118
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2605:2622)
 - src/api/numpy.i (3019:3036)

duplicated block id: 119
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2943:2960)
 - src/api/numpy.i (2981:2998)

duplicated block id: 120
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2500:2517)
 - src/api/numpy.i (2791:2808)

duplicated block id: 121
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2570:2587)
 - src/api/numpy.i (2753:2770)

duplicated block id: 122
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2570:2587)
 - src/api/numpy.i (2716:2733)

duplicated block id: 123
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2867:2884)
 - src/api/numpy.i (3057:3074)

duplicated block id: 124
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2500:2517)
 - src/api/numpy.i (2829:2846)

duplicated block id: 125
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2716:2733)
 - src/api/numpy.i (3057:3074)

duplicated block id: 126
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2570:2587)
 - src/api/numpy.i (2905:2922)

duplicated block id: 127
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2570:2587)
 - src/api/numpy.i (2867:2884)

duplicated block id: 128
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2716:2733)
 - src/api/numpy.i (3019:3036)

duplicated block id: 129
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2605:2622)
 - src/api/numpy.i (2753:2770)

duplicated block id: 130
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2605:2622)
 - src/api/numpy.i (2716:2733)

duplicated block id: 131
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2465:2482)
 - src/api/numpy.i (2943:2960)

duplicated block id: 132
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2500:2517)
 - src/api/numpy.i (2981:2998)

duplicated block id: 133
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2465:2482)
 - src/api/numpy.i (2981:2998)

duplicated block id: 134
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2500:2517)
 - src/api/numpy.i (2943:2960)

duplicated block id: 135
size: 14 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (76:90)
 - src/core/tensor/math_kernel.cu (95:109)

duplicated block id: 136
size: 14 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1192:1205)
 - src/proto/model.proto (925:938)

duplicated block id: 137
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2535:2552)
 - src/api/numpy.i (2943:2960)

duplicated block id: 138
size: 14 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2535:2552)
 - src/api/numpy.i (2981:2998)

duplicated block id: 139
size: 13 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2646:2661)
 - src/api/numpy.i (2720:2735)

duplicated block id: 140
size: 13 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (465:479)
 - src/proto/model.proto (284:298)

duplicated block id: 141
size: 13 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2871:2886)
 - src/api/numpy.i (2947:2962)

duplicated block id: 142
size: 13 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cc (210:222)
 - src/model/layer/pooling.cc (282:294)

duplicated block id: 143
size: 13 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2795:2810)
 - src/api/numpy.i (2871:2886)

duplicated block id: 144
size: 13 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2795:2810)
 - src/api/numpy.i (3023:3038)

duplicated block id: 145
size: 13 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2947:2962)
 - src/api/numpy.i (3023:3038)

duplicated block id: 146
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2504:2517)
 - src/api/numpy.i (3061:3074)

duplicated block id: 147
size: 12 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (874:891)
 - src/core/tensor/distribution.cl (908:925)

duplicated block id: 148
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2435:2448)
 - src/api/numpy.i (2574:2587)

duplicated block id: 149
size: 12 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (516:527)
 - src/proto/caffe.proto (1064:1075)

duplicated block id: 150
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2795:2808)
 - src/api/numpy.i (3061:3074)

duplicated block id: 151
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2469:2482)
 - src/api/numpy.i (2909:2922)

duplicated block id: 152
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2469:2482)
 - src/api/numpy.i (2871:2884)

duplicated block id: 153
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2646:2659)
 - src/api/numpy.i (2757:2770)

duplicated block id: 154
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2574:2587)
 - src/api/numpy.i (2683:2696)

duplicated block id: 155
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2574:2587)
 - src/api/numpy.i (2646:2659)

duplicated block id: 156
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2683:2696)
 - src/api/numpy.i (3023:3036)

duplicated block id: 157
size: 12 cleaned lines of code
in 2 files:
 - src/api/model_operation.i (43:54)
 - src/api/model_operation.i (129:140)

duplicated block id: 158
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2504:2517)
 - src/api/numpy.i (3023:3036)

duplicated block id: 159
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2469:2482)
 - src/api/numpy.i (3023:3036)

duplicated block id: 160
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2435:2448)
 - src/api/numpy.i (2609:2622)

duplicated block id: 161
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2683:2696)
 - src/api/numpy.i (2909:2922)

duplicated block id: 162
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2539:2552)
 - src/api/numpy.i (2574:2587)

duplicated block id: 163
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2683:2696)
 - src/api/numpy.i (2871:2884)

duplicated block id: 164
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2683:2696)
 - src/api/numpy.i (2720:2733)

duplicated block id: 165
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2720:2733)
 - src/api/numpy.i (2795:2808)

duplicated block id: 166
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2469:2482)
 - src/api/numpy.i (3061:3074)

duplicated block id: 167
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2539:2552)
 - src/api/numpy.i (3061:3074)

duplicated block id: 168
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2833:2846)
 - src/api/numpy.i (2871:2884)

duplicated block id: 169
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2985:2998)
 - src/api/numpy.i (3023:3036)

duplicated block id: 170
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2646:2659)
 - src/api/numpy.i (3023:3036)

duplicated block id: 171
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2720:2733)
 - src/api/numpy.i (2833:2846)

duplicated block id: 172
size: 12 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (4229:4240)
 - python/singa/autograd.py (4495:4506)

duplicated block id: 173
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2683:2696)
 - src/api/numpy.i (2757:2770)

duplicated block id: 174
size: 12 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.cc (203:214)
 - src/model/layer/convolution.cc (231:242)

duplicated block id: 175
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2646:2659)
 - src/api/numpy.i (2909:2922)

duplicated block id: 176
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2833:2846)
 - src/api/numpy.i (2909:2922)

duplicated block id: 177
size: 12 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (281:293)
 - python/singa/image_tool.py (320:332)

duplicated block id: 178
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2909:2922)
 - src/api/numpy.i (2947:2960)

duplicated block id: 179
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2757:2770)
 - src/api/numpy.i (2795:2808)

duplicated block id: 180
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2720:2733)
 - src/api/numpy.i (2947:2960)

duplicated block id: 181
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2646:2659)
 - src/api/numpy.i (2871:2884)

duplicated block id: 182
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2909:2922)
 - src/api/numpy.i (2985:2998)

duplicated block id: 183
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2720:2733)
 - src/api/numpy.i (2985:2998)

duplicated block id: 184
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2871:2884)
 - src/api/numpy.i (2985:2998)

duplicated block id: 185
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2833:2846)
 - src/api/numpy.i (3061:3074)

duplicated block id: 186
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2504:2517)
 - src/api/numpy.i (2609:2622)

duplicated block id: 187
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2609:2622)
 - src/api/numpy.i (2947:2960)

duplicated block id: 188
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2833:2846)
 - src/api/numpy.i (3023:3036)

duplicated block id: 189
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2539:2552)
 - src/api/numpy.i (2909:2922)

duplicated block id: 190
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2757:2770)
 - src/api/numpy.i (2833:2846)

duplicated block id: 191
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2609:2622)
 - src/api/numpy.i (2985:2998)

duplicated block id: 192
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2539:2552)
 - src/api/numpy.i (2871:2884)

duplicated block id: 193
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2435:2448)
 - src/api/numpy.i (3023:3036)

duplicated block id: 194
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2646:2659)
 - src/api/numpy.i (3061:3074)

duplicated block id: 195
size: 12 cleaned lines of code
in 2 files:
 - python/singa/layer.py (654:667)
 - python/singa/layer.py (971:984)

duplicated block id: 196
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2609:2622)
 - src/api/numpy.i (2795:2808)

duplicated block id: 197
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2985:2998)
 - src/api/numpy.i (3061:3074)

duplicated block id: 198
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2504:2517)
 - src/api/numpy.i (2574:2587)

duplicated block id: 199
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2757:2770)
 - src/api/numpy.i (2985:2998)

duplicated block id: 200
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2609:2622)
 - src/api/numpy.i (2833:2846)

duplicated block id: 201
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2574:2587)
 - src/api/numpy.i (2985:2998)

duplicated block id: 202
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2435:2448)
 - src/api/numpy.i (3061:3074)

duplicated block id: 203
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2469:2482)
 - src/api/numpy.i (2574:2587)

duplicated block id: 204
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2539:2552)
 - src/api/numpy.i (3023:3036)

duplicated block id: 205
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2574:2587)
 - src/api/numpy.i (2947:2960)

duplicated block id: 206
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2757:2770)
 - src/api/numpy.i (2947:2960)

duplicated block id: 207
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2795:2808)
 - src/api/numpy.i (2909:2922)

duplicated block id: 208
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2504:2517)
 - src/api/numpy.i (2871:2884)

duplicated block id: 209
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2609:2622)
 - src/api/numpy.i (2646:2659)

duplicated block id: 210
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2609:2622)
 - src/api/numpy.i (2683:2696)

duplicated block id: 211
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2469:2482)
 - src/api/numpy.i (2609:2622)

duplicated block id: 212
size: 12 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (922:933)
 - src/proto/model.proto (702:713)

duplicated block id: 213
size: 12 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.cl (220:233)
 - src/core/tensor/tensor_math_opencl.cl (339:352)

duplicated block id: 214
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2947:2960)
 - src/api/numpy.i (3061:3074)

duplicated block id: 215
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2539:2552)
 - src/api/numpy.i (2609:2622)

duplicated block id: 216
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2574:2587)
 - src/api/numpy.i (2833:2846)

duplicated block id: 217
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2504:2517)
 - src/api/numpy.i (2909:2922)

duplicated block id: 218
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2435:2448)
 - src/api/numpy.i (2757:2770)

duplicated block id: 219
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2435:2448)
 - src/api/numpy.i (2720:2733)

duplicated block id: 220
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2469:2482)
 - src/api/numpy.i (2720:2733)

duplicated block id: 221
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2683:2696)
 - src/api/numpy.i (3061:3074)

duplicated block id: 222
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2504:2517)
 - src/api/numpy.i (2757:2770)

duplicated block id: 223
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2504:2517)
 - src/api/numpy.i (2720:2733)

duplicated block id: 224
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2469:2482)
 - src/api/numpy.i (2757:2770)

duplicated block id: 225
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2539:2552)
 - src/api/numpy.i (2757:2770)

duplicated block id: 226
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2539:2552)
 - src/api/numpy.i (2720:2733)

duplicated block id: 227
size: 12 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor.cc (948:962)
 - src/core/tensor/tensor.cc (987:1002)

duplicated block id: 228
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2435:2448)
 - src/api/numpy.i (2909:2922)

duplicated block id: 229
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2574:2587)
 - src/api/numpy.i (2795:2808)

duplicated block id: 230
size: 12 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2435:2448)
 - src/api/numpy.i (2871:2884)

duplicated block id: 231
size: 11 cleaned lines of code
in 2 files:
 - src/proto/model.proto (431:441)
 - src/proto/model.proto (571:581)

duplicated block id: 232
size: 11 cleaned lines of code
in 2 files:
 - python/singa/layer.py (553:564)
 - python/singa/layer.py (769:780)

duplicated block id: 233
size: 11 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (747:758)
 - src/proto/model.proto (526:537)

duplicated block id: 234
size: 11 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (688:699)
 - src/proto/model.proto (474:485)

duplicated block id: 235
size: 11 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1977:1987)
 - src/api/numpy.i (2005:2015)

duplicated block id: 236
size: 11 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (646:656)
 - src/proto/caffe.proto (790:800)

duplicated block id: 237
size: 11 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_cuda.h (1167:1177)
 - src/core/tensor/tensor_math_cuda.h (1208:1218)

duplicated block id: 238
size: 11 cleaned lines of code
in 2 files:
 - src/io/communicator.cc (620:634)
 - src/io/communicator.cc (722:737)

duplicated block id: 239
size: 11 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor.cc (616:627)
 - src/core/tensor/tensor.cc (678:689)

duplicated block id: 240
size: 10 cleaned lines of code
in 2 files:
 - python/singa/layer.py (350:361)
 - python/singa/layer.py (452:463)

duplicated block id: 241
size: 10 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cl (157:166)
 - src/model/layer/pooling.cl (195:204)

duplicated block id: 242
size: 10 cleaned lines of code
in 2 files:
 - src/model/operation/batchnorm.cc (301:313)
 - src/model/operation/batchnorm.cc (342:353)

duplicated block id: 243
size: 10 cleaned lines of code
in 2 files:
 - python/singa/opt.py (350:359)
 - python/singa/opt.py (457:466)

duplicated block id: 244
size: 10 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (282:293)
 - src/proto/model.proto (113:124)

duplicated block id: 245
size: 10 cleaned lines of code
in 2 files:
 - python/singa/opt.py (350:359)
 - python/singa/opt.py (556:565)

duplicated block id: 246
size: 10 cleaned lines of code
in 2 files:
 - python/singa/layer.py (350:361)
 - python/singa/layer.py (726:737)

duplicated block id: 247
size: 10 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_cuda.h (1276:1295)
 - src/core/tensor/tensor_math_cuda.h (1343:1362)

duplicated block id: 248
size: 10 cleaned lines of code
in 2 files:
 - python/singa/layer.py (452:463)
 - python/singa/layer.py (726:737)

duplicated block id: 249
size: 10 cleaned lines of code
in 2 files:
 - include/singa/model/optimizer.h (179:194)
 - include/singa/model/optimizer.h (198:213)

duplicated block id: 250
size: 10 cleaned lines of code
in 2 files:
 - src/model/layer/cudnn_rnn.cc (322:331)
 - src/model/layer/cudnn_rnn.cc (346:355)

duplicated block id: 251
size: 10 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (548:557)
 - src/proto/model.proto (327:336)

duplicated block id: 252
size: 10 cleaned lines of code
in 2 files:
 - python/singa/opt.py (457:466)
 - python/singa/opt.py (556:565)

duplicated block id: 253
size: 9 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2392:2400)
 - src/api/numpy.i (2967:2975)

duplicated block id: 254
size: 9 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1122:1131)
 - src/proto/model.proto (849:858)

duplicated block id: 255
size: 9 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (57:65)
 - src/proto/model.proto (66:74)

duplicated block id: 256
size: 9 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_cuda.h (1309:1325)
 - src/core/tensor/tensor_math_cuda.h (1343:1359)

duplicated block id: 257
size: 9 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (1235:1244)
 - python/singa/tensor.py (1608:1617)

duplicated block id: 258
size: 9 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2392:2400)
 - src/api/numpy.i (2815:2823)

duplicated block id: 259
size: 9 cleaned lines of code
in 2 files:
 - src/model/layer/batchnorm.h (30:46)
 - src/model/layer/lrn.h (28:53)

duplicated block id: 260
size: 9 cleaned lines of code
in 2 files:
 - src/model/layer/cudnn_batchnorm.cc (74:82)
 - src/model/layer/cudnn_lrn.cc (49:57)

duplicated block id: 261
size: 9 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (1235:1244)
 - python/singa/tensor.py (1281:1291)

duplicated block id: 262
size: 9 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (1235:1244)
 - python/singa/tensor.py (1258:1267)

duplicated block id: 263
size: 9 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2367:2375)
 - src/api/numpy.i (2777:2785)

duplicated block id: 264
size: 9 cleaned lines of code
in 2 files:
 - python/singa/opt.py (1057:1066)
 - python/singa/opt.py (1076:1085)

duplicated block id: 265
size: 9 cleaned lines of code
in 2 files:
 - src/io/image_transformer.cc (207:216)
 - src/io/image_transformer.cc (279:288)

duplicated block id: 266
size: 9 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (1258:1267)
 - python/singa/tensor.py (1608:1617)

duplicated block id: 267
size: 9 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.h (41:53)
 - src/model/layer/dense.h (41:52)

duplicated block id: 268
size: 9 cleaned lines of code
in 2 files:
 - python/singa/layer.py (673:681)
 - python/singa/layer.py (699:707)

duplicated block id: 269
size: 9 cleaned lines of code
in 2 files:
 - src/model/optimizer/adagrad.cc (30:40)
 - src/model/optimizer/rmsprop.cc (33:43)

duplicated block id: 270
size: 9 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_cuda.h (1276:1292)
 - src/core/tensor/tensor_math_cuda.h (1309:1325)

duplicated block id: 271
size: 9 cleaned lines of code
in 2 files:
 - python/singa/layer.py (685:693)
 - python/singa/layer.py (698:706)

duplicated block id: 272
size: 9 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cl (86:95)
 - src/model/layer/pooling.cl (129:138)

duplicated block id: 273
size: 9 cleaned lines of code
in 2 files:
 - src/api/numpy.i (313:321)
 - src/api/numpy.i (341:349)

duplicated block id: 274
size: 9 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.h (67:79)
 - src/model/layer/dense.h (57:69)

duplicated block id: 275
size: 9 cleaned lines of code
in 2 files:
 - python/singa/opt.py (248:256)
 - python/singa/opt.py (457:465)

duplicated block id: 276
size: 9 cleaned lines of code
in 2 files:
 - python/singa/opt.py (248:256)
 - python/singa/opt.py (556:564)

duplicated block id: 277
size: 9 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (1281:1291)
 - python/singa/tensor.py (1608:1617)

duplicated block id: 278
size: 9 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (846:854)
 - src/proto/model.proto (629:637)

duplicated block id: 279
size: 9 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (1258:1267)
 - python/singa/tensor.py (1281:1291)

duplicated block id: 280
size: 9 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2367:2375)
 - src/api/numpy.i (2929:2937)

duplicated block id: 281
size: 9 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1661:1670)
 - src/api/numpy.i (1845:1854)

duplicated block id: 282
size: 9 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (482:490)
 - src/proto/model.proto (305:313)

duplicated block id: 283
size: 9 cleaned lines of code
in 2 files:
 - python/singa/opt.py (248:256)
 - python/singa/opt.py (350:358)

duplicated block id: 284
size: 8 cleaned lines of code
in 2 files:
 - src/model/optimizer/nesterov.cc (34:41)
 - src/model/optimizer/sgd.cc (35:44)

duplicated block id: 285
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2343:2350)
 - src/api/numpy.i (3044:3051)

duplicated block id: 286
size: 8 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (3:10)
 - src/proto/io.proto (2:9)

duplicated block id: 287
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cc (175:183)
 - src/model/layer/pooling.cc (247:255)

duplicated block id: 288
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2368:2375)
 - src/api/numpy.i (3006:3013)

duplicated block id: 289
size: 8 cleaned lines of code
in 2 files:
 - src/io/communicator.cc (495:507)
 - src/io/communicator.cc (563:575)

duplicated block id: 290
size: 8 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (735:743)
 - src/proto/model.proto (513:521)

duplicated block id: 291
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/dropout.h (27:48)
 - src/model/layer/softmax.h (25:41)

duplicated block id: 292
size: 8 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (558:566)
 - python/singa/image_tool.py (584:592)

duplicated block id: 293
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2778:2785)
 - src/api/numpy.i (3006:3013)

duplicated block id: 294
size: 8 cleaned lines of code
in 2 files:
 - cmake/Cuda.cmake (1:8)
 - cmake/Dependencies.cmake (1:8)

duplicated block id: 295
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2318:2325)
 - src/api/numpy.i (2778:2785)

duplicated block id: 296
size: 8 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (3:10)
 - src/core/tensor/tensor_math_opencl.cl (2:9)

duplicated block id: 297
size: 8 cleaned lines of code
in 2 files:
 - python/singa/layer.py (673:680)
 - python/singa/layer.py (686:693)

duplicated block id: 298
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2343:2350)
 - src/api/numpy.i (2393:2400)

duplicated block id: 299
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2892:2899)
 - src/api/numpy.i (2968:2975)

duplicated block id: 300
size: 8 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (573:580)
 - src/proto/model.proto (348:355)

duplicated block id: 301
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/activation.h (27:43)
 - src/model/layer/pooling.h (29:44)

duplicated block id: 302
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.h (29:44)
 - src/model/layer/softmax.h (25:41)

duplicated block id: 303
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/flatten.h (27:43)
 - src/model/layer/prelu.h (28:45)

duplicated block id: 304
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2269:2276)
 - src/api/numpy.i (2629:2636)

duplicated block id: 305
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2318:2325)
 - src/api/numpy.i (2854:2861)

duplicated block id: 306
size: 8 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (493:501)
 - src/proto/model.proto (316:324)

duplicated block id: 307
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2816:2823)
 - src/api/numpy.i (2892:2899)

duplicated block id: 308
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2968:2975)
 - src/api/numpy.i (3044:3051)

duplicated block id: 309
size: 8 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (48:55)
 - src/proto/model.proto (57:64)

duplicated block id: 310
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2293:2300)
 - src/api/numpy.i (2666:2673)

duplicated block id: 311
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2318:2325)
 - src/api/numpy.i (3006:3013)

duplicated block id: 312
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2318:2325)
 - src/api/numpy.i (2930:2937)

duplicated block id: 313
size: 8 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (375:388)
 - python/singa/autograd.py (1118:1131)

duplicated block id: 314
size: 8 cleaned lines of code
in 2 files:
 - src/model/operation/convolution.cc (248:258)
 - src/model/operation/convolution.cc (334:344)

duplicated block id: 315
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/activation.h (27:43)
 - src/model/layer/softmax.h (25:41)

duplicated block id: 316
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2393:2400)
 - src/api/numpy.i (3044:3051)

duplicated block id: 317
size: 8 cleaned lines of code
in 2 files:
 - python/singa/layer.py (1163:1170)
 - python/singa/layer.py (1263:1270)

duplicated block id: 318
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2816:2823)
 - src/api/numpy.i (3044:3051)

duplicated block id: 319
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/cudnn_convolution.cc (99:107)
 - src/model/operation/convolution.cc (513:521)

duplicated block id: 320
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/activation.h (27:43)
 - src/model/layer/dropout.h (27:48)

duplicated block id: 321
size: 8 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1110:1118)
 - src/proto/model.proto (837:845)

duplicated block id: 322
size: 8 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (3:10)
 - src/proto/model.proto (2:9)

duplicated block id: 323
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2368:2375)
 - src/api/numpy.i (2854:2861)

duplicated block id: 324
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2778:2785)
 - src/api/numpy.i (2854:2861)

duplicated block id: 325
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (324:331)
 - src/api/numpy.i (352:359)

duplicated block id: 326
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2343:2350)
 - src/api/numpy.i (2816:2823)

duplicated block id: 327
size: 8 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (655:662)
 - src/proto/model.proto (440:447)

duplicated block id: 328
size: 8 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (293:300)
 - src/model/operation/rnn.cc (674:681)

duplicated block id: 329
size: 8 cleaned lines of code
in 2 files:
 - include/half.hpp (2947:2957)
 - include/half.hpp (3019:3029)

duplicated block id: 330
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2343:2350)
 - src/api/numpy.i (2892:2899)

duplicated block id: 331
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2930:2937)
 - src/api/numpy.i (3006:3013)

duplicated block id: 332
size: 8 cleaned lines of code
in 2 files:
 - src/model/layer/dropout.h (27:48)
 - src/model/layer/pooling.h (29:44)

duplicated block id: 333
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2318:2325)
 - src/api/numpy.i (2368:2375)

duplicated block id: 334
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2393:2400)
 - src/api/numpy.i (2892:2899)

duplicated block id: 335
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2343:2350)
 - src/api/numpy.i (2968:2975)

duplicated block id: 336
size: 8 cleaned lines of code
in 2 files:
 - src/proto/model.proto (592:600)
 - src/proto/model.proto (604:612)

duplicated block id: 337
size: 8 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2854:2861)
 - src/api/numpy.i (2930:2937)

duplicated block id: 338
size: 8 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (3:10)
 - src/proto/core.proto (2:9)

duplicated block id: 339
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (354:360)
 - src/core/tensor/distribution.cl (442:448)

duplicated block id: 340
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (407:413)
 - src/core/tensor/distribution.cl (758:764)

duplicated block id: 341
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (275:281)
 - src/core/tensor/distribution.cl (802:808)

duplicated block id: 342
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (301:307)
 - src/core/tensor/distribution.cl (477:483)

duplicated block id: 343
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (90:96)
 - src/core/tensor/distribution.cl (354:360)

duplicated block id: 344
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (160:166)
 - src/core/tensor/distribution.cl (424:430)

duplicated block id: 345
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (538:544)
 - src/core/tensor/distribution.cl (626:632)

duplicated block id: 346
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (257:263)
 - src/core/tensor/distribution.cl (433:439)

duplicated block id: 347
size: 7 cleaned lines of code
in 2 files:
 - python/singa/opt.py (469:475)
 - python/singa/opt.py (586:592)

duplicated block id: 348
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (555:561)
 - src/core/tensor/distribution.cl (819:825)

duplicated block id: 349
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (134:140)
 - src/core/tensor/distribution.cl (837:843)

duplicated block id: 350
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (468:474)
 - src/core/tensor/distribution.cl (819:825)

duplicated block id: 351
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (231:237)
 - src/core/tensor/distribution.cl (846:852)

duplicated block id: 352
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (398:404)
 - src/core/tensor/distribution.cl (486:492)

duplicated block id: 353
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (125:131)
 - src/core/tensor/distribution.cl (564:570)

duplicated block id: 354
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (442:448)
 - src/core/tensor/distribution.cl (529:535)

duplicated block id: 355
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2176:2182)
 - src/api/numpy.i (2488:2494)

duplicated block id: 356
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (257:263)
 - src/core/tensor/distribution.cl (345:351)

duplicated block id: 357
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (125:131)
 - src/core/tensor/distribution.cl (652:658)

duplicated block id: 358
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (643:649)
 - src/core/tensor/distribution.cl (731:737)

duplicated block id: 359
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (451:457)
 - src/core/tensor/distribution.cl (714:720)

duplicated block id: 360
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (966:972)
 - src/api/numpy.i (1079:1085)

duplicated block id: 361
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (516:522)
 - src/core/tensor/math_kernel.cu (598:604)

duplicated block id: 362
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (512:518)
 - src/core/tensor/distribution.cl (775:781)

duplicated block id: 363
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (319:325)
 - src/core/tensor/distribution.cl (846:852)

duplicated block id: 364
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (204:210)
 - src/core/tensor/distribution.cl (468:474)

duplicated block id: 365
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (116:122)
 - src/core/tensor/distribution.cl (819:825)

duplicated block id: 366
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (652:658)
 - src/core/tensor/distribution.cl (828:834)

duplicated block id: 367
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (310:316)
 - src/core/tensor/distribution.cl (837:843)

duplicated block id: 368
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (266:272)
 - src/core/tensor/distribution.cl (793:799)

duplicated block id: 369
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (99:105)
 - src/core/tensor/distribution.cl (714:720)

duplicated block id: 370
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2270:2276)
 - src/api/numpy.i (2704:2710)

duplicated block id: 371
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (363:369)
 - src/core/tensor/distribution.cl (626:632)

duplicated block id: 372
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (678:685)
 - src/proto/model.proto (464:471)

duplicated block id: 373
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (512:518)
 - src/core/tensor/distribution.cl (687:693)

duplicated block id: 374
size: 7 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (482:488)
 - python/singa/image_tool.py (509:515)

duplicated block id: 375
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (354:360)
 - src/core/tensor/distribution.cl (529:535)

duplicated block id: 376
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (266:272)
 - src/core/tensor/distribution.cl (705:711)

duplicated block id: 377
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (204:210)
 - src/core/tensor/distribution.cl (555:561)

duplicated block id: 378
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (90:96)
 - src/core/tensor/distribution.cl (442:448)

duplicated block id: 379
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (301:307)
 - src/core/tensor/distribution.cl (564:570)

duplicated block id: 380
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (169:175)
 - src/core/tensor/distribution.cl (696:702)

duplicated block id: 381
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (213:219)
 - src/core/tensor/distribution.cl (652:658)

duplicated block id: 382
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (740:746)
 - src/core/tensor/distribution.cl (828:834)

duplicated block id: 383
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2198:2204)
 - src/api/numpy.i (2523:2529)

duplicated block id: 384
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (310:316)
 - src/core/tensor/distribution.cl (661:667)

duplicated block id: 385
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (407:413)
 - src/core/tensor/distribution.cl (846:852)

duplicated block id: 386
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (90:96)
 - src/core/tensor/distribution.cl (529:535)

duplicated block id: 387
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (72:78)
 - src/core/tensor/distribution.cl (687:693)

duplicated block id: 388
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (160:166)
 - src/core/tensor/distribution.cl (512:518)

duplicated block id: 389
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (178:184)
 - src/core/tensor/distribution.cl (793:799)

duplicated block id: 390
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (608:614)
 - src/core/tensor/distribution.cl (784:790)

duplicated block id: 391
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (555:561)
 - src/core/tensor/distribution.cl (731:737)

duplicated block id: 392
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (749:755)
 - src/core/tensor/distribution.cl (837:843)

duplicated block id: 393
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (81:87)
 - src/core/tensor/distribution.cl (257:263)

duplicated block id: 394
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (495:501)
 - src/core/tensor/distribution.cl (670:676)

duplicated block id: 395
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (477:483)
 - src/core/tensor/distribution.cl (828:834)

duplicated block id: 396
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (169:175)
 - src/core/tensor/distribution.cl (784:790)

duplicated block id: 397
size: 7 cleaned lines of code
in 2 files:
 - src/proto/model.proto (828:834)
 - src/proto/model.proto (867:873)

duplicated block id: 398
size: 7 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (810:817)
 - python/singa/sonnx.py (832:839)

duplicated block id: 399
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (213:219)
 - src/core/tensor/distribution.cl (828:834)

duplicated block id: 400
size: 7 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (275:281)
 - src/model/operation/rnn.cc (405:411)

duplicated block id: 401
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (72:78)
 - src/core/tensor/distribution.cl (775:781)

duplicated block id: 402
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (143:149)
 - src/core/tensor/distribution.cl (231:237)

duplicated block id: 403
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (134:140)
 - src/core/tensor/distribution.cl (749:755)

duplicated block id: 404
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (643:649)
 - src/core/tensor/distribution.cl (819:825)

duplicated block id: 405
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (125:131)
 - src/core/tensor/distribution.cl (389:395)

duplicated block id: 406
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (468:474)
 - src/core/tensor/distribution.cl (731:737)

duplicated block id: 407
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (231:237)
 - src/core/tensor/distribution.cl (758:764)

duplicated block id: 408
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (398:404)
 - src/core/tensor/distribution.cl (573:579)

duplicated block id: 409
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (495:501)
 - src/core/tensor/distribution.cl (582:588)

duplicated block id: 410
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (204:210)
 - src/core/tensor/distribution.cl (380:386)

duplicated block id: 411
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (319:325)
 - src/core/tensor/distribution.cl (758:764)

duplicated block id: 412
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (116:122)
 - src/core/tensor/distribution.cl (731:737)

duplicated block id: 413
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (652:658)
 - src/core/tensor/distribution.cl (740:746)

duplicated block id: 414
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (125:131)
 - src/core/tensor/distribution.cl (477:483)

duplicated block id: 415
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (99:105)
 - src/core/tensor/distribution.cl (802:808)

duplicated block id: 416
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (257:263)
 - src/core/tensor/distribution.cl (521:527)

duplicated block id: 417
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (389:395)
 - src/core/tensor/distribution.cl (477:483)

duplicated block id: 418
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (451:457)
 - src/core/tensor/distribution.cl (802:808)

duplicated block id: 419
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (336:342)
 - src/core/tensor/distribution.cl (424:430)

duplicated block id: 420
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (573:579)
 - src/core/tensor/distribution.cl (837:843)

duplicated block id: 421
size: 7 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (203:209)
 - src/model/operation/rnn.cc (405:411)

duplicated block id: 422
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (354:360)
 - src/core/tensor/distribution.cl (617:623)

duplicated block id: 423
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (81:87)
 - src/core/tensor/distribution.cl (169:175)

duplicated block id: 424
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (178:184)
 - src/core/tensor/distribution.cl (705:711)

duplicated block id: 425
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (213:219)
 - src/core/tensor/distribution.cl (740:746)

duplicated block id: 426
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2246:2252)
 - src/api/numpy.i (2741:2747)

duplicated block id: 427
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (310:316)
 - src/core/tensor/distribution.cl (749:755)

duplicated block id: 428
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (389:395)
 - src/core/tensor/distribution.cl (564:570)

duplicated block id: 429
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (301:307)
 - src/core/tensor/distribution.cl (389:395)

duplicated block id: 430
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (363:369)
 - src/core/tensor/distribution.cl (538:544)

duplicated block id: 431
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2222:2228)
 - src/api/numpy.i (2270:2276)

duplicated block id: 432
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (714:720)
 - src/core/tensor/distribution.cl (802:808)

duplicated block id: 433
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (292:298)
 - src/core/tensor/distribution.cl (468:474)

duplicated block id: 434
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (363:369)
 - src/core/tensor/distribution.cl (451:457)

duplicated block id: 435
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2222:2228)
 - src/api/numpy.i (2630:2636)

duplicated block id: 436
size: 7 cleaned lines of code
in 2 files:
 - src/model/layer/cudnn_convolution.cc (179:185)
 - src/model/layer/cudnn_lrn.cc (58:64)

duplicated block id: 437
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (187:193)
 - src/core/tensor/distribution.cl (451:457)

duplicated block id: 438
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (538:544)
 - src/core/tensor/distribution.cl (802:808)

duplicated block id: 439
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (169:175)
 - src/core/tensor/distribution.cl (433:439)

duplicated block id: 440
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (99:105)
 - src/core/tensor/distribution.cl (451:457)

duplicated block id: 441
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (116:122)
 - src/core/tensor/distribution.cl (204:210)

duplicated block id: 442
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (169:175)
 - src/core/tensor/distribution.cl (345:351)

duplicated block id: 443
size: 7 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (275:281)
 - python/singa/tensor.py (301:307)

duplicated block id: 444
size: 7 cleaned lines of code
in 2 files:
 - include/singa/io/integer.h (28:36)
 - include/singa/utils/integer.h (28:36)

duplicated block id: 445
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2246:2252)
 - src/api/numpy.i (2667:2673)

duplicated block id: 446
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (725:731)
 - src/proto/model.proto (503:509)

duplicated block id: 447
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (90:96)
 - src/core/tensor/distribution.cl (617:623)

duplicated block id: 448
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (178:184)
 - src/core/tensor/distribution.cl (617:623)

duplicated block id: 449
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1101:1107)
 - src/proto/caffe.proto (1136:1142)

duplicated block id: 450
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (134:140)
 - src/core/tensor/distribution.cl (573:579)

duplicated block id: 451
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (495:501)
 - src/core/tensor/distribution.cl (758:764)

duplicated block id: 452
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (187:193)
 - src/core/tensor/distribution.cl (363:369)

duplicated block id: 453
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (433:439)
 - src/core/tensor/distribution.cl (521:527)

duplicated block id: 454
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (380:386)
 - src/core/tensor/distribution.cl (731:737)

duplicated block id: 455
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (222:228)
 - src/core/tensor/distribution.cl (310:316)

duplicated block id: 456
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (134:140)
 - src/core/tensor/distribution.cl (661:667)

duplicated block id: 457
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (380:386)
 - src/core/tensor/distribution.cl (819:825)

duplicated block id: 458
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (468:474)
 - src/core/tensor/distribution.cl (643:649)

duplicated block id: 459
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (143:149)
 - src/core/tensor/distribution.cl (319:325)

duplicated block id: 460
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (573:579)
 - src/core/tensor/distribution.cl (749:755)

duplicated block id: 461
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (319:325)
 - src/core/tensor/distribution.cl (582:588)

duplicated block id: 462
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (72:78)
 - src/core/tensor/distribution.cl (160:166)

duplicated block id: 463
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (204:210)
 - src/core/tensor/distribution.cl (731:737)

duplicated block id: 464
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1207:1213)
 - src/api/numpy.i (1355:1361)

duplicated block id: 465
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (125:131)
 - src/core/tensor/distribution.cl (828:834)

duplicated block id: 466
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (389:395)
 - src/core/tensor/distribution.cl (652:658)

duplicated block id: 467
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (275:281)
 - src/core/tensor/distribution.cl (538:544)

duplicated block id: 468
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (608:614)
 - src/core/tensor/distribution.cl (696:702)

duplicated block id: 469
size: 7 cleaned lines of code
in 2 files:
 - python/singa/layer.py (422:428)
 - python/singa/layer.py (643:650)

duplicated block id: 470
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (319:325)
 - src/core/tensor/distribution.cl (670:676)

duplicated block id: 471
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (248:254)
 - src/core/tensor/distribution.cl (512:518)

duplicated block id: 472
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (213:219)
 - src/core/tensor/distribution.cl (389:395)

duplicated block id: 473
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (160:166)
 - src/core/tensor/distribution.cl (599:605)

duplicated block id: 474
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (99:105)
 - src/core/tensor/distribution.cl (538:544)

duplicated block id: 475
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (160:166)
 - src/core/tensor/distribution.cl (775:781)

duplicated block id: 476
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (599:605)
 - src/core/tensor/distribution.cl (687:693)

duplicated block id: 477
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (275:281)
 - src/core/tensor/distribution.cl (714:720)

duplicated block id: 478
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (178:184)
 - src/core/tensor/distribution.cl (529:535)

duplicated block id: 479
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (90:96)
 - src/core/tensor/distribution.cl (793:799)

duplicated block id: 480
size: 7 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.h (34:47)
 - src/model/layer/dropout.h (33:50)

duplicated block id: 481
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (292:298)
 - src/core/tensor/distribution.cl (380:386)

duplicated block id: 482
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (424:430)
 - src/core/tensor/distribution.cl (687:693)

duplicated block id: 483
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (248:254)
 - src/core/tensor/distribution.cl (336:342)

duplicated block id: 484
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (538:544)
 - src/core/tensor/distribution.cl (714:720)

duplicated block id: 485
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (169:175)
 - src/core/tensor/distribution.cl (521:527)

duplicated block id: 486
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (486:492)
 - src/core/tensor/distribution.cl (837:843)

duplicated block id: 487
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2294:2300)
 - src/api/numpy.i (2741:2747)

duplicated block id: 488
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (90:96)
 - src/core/tensor/distribution.cl (705:711)

duplicated block id: 489
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (143:149)
 - src/core/tensor/distribution.cl (495:501)

duplicated block id: 490
size: 7 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (501:508)
 - python/singa/tensor.py (519:526)

duplicated block id: 491
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (134:140)
 - src/core/tensor/distribution.cl (486:492)

duplicated block id: 492
size: 7 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (501:508)
 - python/singa/tensor.py (537:544)

duplicated block id: 493
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (424:430)
 - src/core/tensor/distribution.cl (775:781)

duplicated block id: 494
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (495:501)
 - src/core/tensor/distribution.cl (846:852)

duplicated block id: 495
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (187:193)
 - src/core/tensor/distribution.cl (275:281)

duplicated block id: 496
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (573:579)
 - src/core/tensor/distribution.cl (661:667)

duplicated block id: 497
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (319:325)
 - src/core/tensor/distribution.cl (495:501)

duplicated block id: 498
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (204:210)
 - src/core/tensor/distribution.cl (643:649)

duplicated block id: 499
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (213:219)
 - src/core/tensor/distribution.cl (564:570)

duplicated block id: 500
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (125:131)
 - src/core/tensor/distribution.cl (740:746)

duplicated block id: 501
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (389:395)
 - src/core/tensor/distribution.cl (740:746)

duplicated block id: 502
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (468:474)
 - src/core/tensor/distribution.cl (555:561)

duplicated block id: 503
size: 7 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.cc (150:156)
 - src/model/layer/opencl_convolution.cc (93:101)

duplicated block id: 504
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (143:149)
 - src/core/tensor/distribution.cl (407:413)

duplicated block id: 505
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (564:570)
 - src/core/tensor/distribution.cl (828:834)

duplicated block id: 506
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (248:254)
 - src/core/tensor/distribution.cl (424:430)

duplicated block id: 507
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (169:175)
 - src/core/tensor/distribution.cl (608:614)

duplicated block id: 508
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (213:219)
 - src/core/tensor/distribution.cl (477:483)

duplicated block id: 509
size: 7 cleaned lines of code
in 2 files:
 - include/half.hpp (3066:3072)
 - include/half.hpp (3094:3100)

duplicated block id: 510
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (222:228)
 - src/core/tensor/distribution.cl (398:404)

duplicated block id: 511
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (160:166)
 - src/core/tensor/distribution.cl (687:693)

duplicated block id: 512
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (99:105)
 - src/core/tensor/distribution.cl (626:632)

duplicated block id: 513
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (275:281)
 - src/core/tensor/distribution.cl (626:632)

duplicated block id: 514
size: 7 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (1787:1793)
 - python/singa/autograd.py (1796:1802)

duplicated block id: 515
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (599:605)
 - src/core/tensor/distribution.cl (775:781)

duplicated block id: 516
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (81:87)
 - src/core/tensor/distribution.cl (608:614)

duplicated block id: 517
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (292:298)
 - src/core/tensor/distribution.cl (731:737)

duplicated block id: 518
size: 7 cleaned lines of code
in 2 files:
 - src/io/network/endpoint.cc (680:689)
 - src/io/network/endpoint.cc (740:749)

duplicated block id: 519
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (424:430)
 - src/core/tensor/distribution.cl (599:605)

duplicated block id: 520
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (231:237)
 - src/core/tensor/distribution.cl (407:413)

duplicated block id: 521
size: 7 cleaned lines of code
in 2 files:
 - tool/conda/cpu/meta.yaml (31:38)
 - tool/conda/gpu/meta.yaml (31:39)

duplicated block id: 522
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (836:842)
 - src/proto/model.proto (619:625)

duplicated block id: 523
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (99:105)
 - src/core/tensor/distribution.cl (187:193)

duplicated block id: 524
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (380:386)
 - src/core/tensor/distribution.cl (555:561)

duplicated block id: 525
size: 7 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (789:796)
 - python/singa/sonnx.py (810:817)

duplicated block id: 526
size: 7 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (789:796)
 - python/singa/sonnx.py (832:839)

duplicated block id: 527
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (345:351)
 - src/core/tensor/distribution.cl (696:702)

duplicated block id: 528
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (178:184)
 - src/core/tensor/distribution.cl (354:360)

duplicated block id: 529
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (477:483)
 - src/core/tensor/distribution.cl (564:570)

duplicated block id: 530
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (433:439)
 - src/core/tensor/distribution.cl (784:790)

duplicated block id: 531
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (380:386)
 - src/core/tensor/distribution.cl (468:474)

duplicated block id: 532
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (187:193)
 - src/core/tensor/distribution.cl (626:632)

duplicated block id: 533
size: 7 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cl (164:170)
 - src/model/layer/pooling.cl (240:246)

duplicated block id: 534
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (582:588)
 - src/core/tensor/distribution.cl (846:852)

duplicated block id: 535
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (486:492)
 - src/core/tensor/distribution.cl (749:755)

duplicated block id: 536
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (116:122)
 - src/core/tensor/distribution.cl (380:386)

duplicated block id: 537
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1323:1329)
 - src/api/numpy.i (1387:1393)

duplicated block id: 538
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (143:149)
 - src/core/tensor/distribution.cl (582:588)

duplicated block id: 539
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (178:184)
 - src/core/tensor/distribution.cl (442:448)

duplicated block id: 540
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2630:2636)
 - src/api/numpy.i (2704:2710)

duplicated block id: 541
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (134:140)
 - src/core/tensor/distribution.cl (398:404)

duplicated block id: 542
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (389:395)
 - src/core/tensor/distribution.cl (828:834)

duplicated block id: 543
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (336:342)
 - src/core/tensor/distribution.cl (775:781)

duplicated block id: 544
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (529:535)
 - src/core/tensor/distribution.cl (793:799)

duplicated block id: 545
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (433:439)
 - src/core/tensor/distribution.cl (696:702)

duplicated block id: 546
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (871:879)
 - src/proto/model.proto (648:656)

duplicated block id: 547
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (521:527)
 - src/core/tensor/distribution.cl (608:614)

duplicated block id: 548
size: 7 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (415:423)
 - python/singa/tensor.py (1477:1484)

duplicated block id: 549
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (72:78)
 - src/core/tensor/distribution.cl (424:430)

duplicated block id: 550
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (248:254)
 - src/core/tensor/distribution.cl (687:693)

duplicated block id: 551
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (187:193)
 - src/core/tensor/distribution.cl (714:720)

duplicated block id: 552
size: 7 cleaned lines of code
in 2 files:
 - src/model/layer/cudnn_lrn.cc (58:64)
 - src/model/layer/cudnn_pooling.cc (90:96)

duplicated block id: 553
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (670:676)
 - src/core/tensor/distribution.cl (846:852)

duplicated block id: 554
size: 7 cleaned lines of code
in 2 files:
 - include/half.hpp (3254:3263)
 - include/half.hpp (3436:3445)

duplicated block id: 555
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (529:535)
 - src/core/tensor/distribution.cl (705:711)

duplicated block id: 556
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (564:570)
 - src/core/tensor/distribution.cl (740:746)

duplicated block id: 557
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (549:555)
 - src/core/tensor/math_kernel.cu (574:580)

duplicated block id: 558
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (319:325)
 - src/core/tensor/distribution.cl (407:413)

duplicated block id: 559
size: 7 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (519:526)
 - python/singa/tensor.py (537:544)

duplicated block id: 560
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (661:667)
 - src/core/tensor/distribution.cl (749:755)

duplicated block id: 561
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (345:351)
 - src/core/tensor/distribution.cl (784:790)

duplicated block id: 562
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (248:254)
 - src/core/tensor/distribution.cl (775:781)

duplicated block id: 563
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (222:228)
 - src/core/tensor/distribution.cl (486:492)

duplicated block id: 564
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (99:105)
 - src/core/tensor/distribution.cl (275:281)

duplicated block id: 565
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (169:175)
 - src/core/tensor/distribution.cl (257:263)

duplicated block id: 566
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (486:492)
 - src/core/tensor/distribution.cl (661:667)

duplicated block id: 567
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (178:184)
 - src/core/tensor/distribution.cl (266:272)

duplicated block id: 568
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (222:228)
 - src/core/tensor/distribution.cl (573:579)

duplicated block id: 569
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (292:298)
 - src/core/tensor/distribution.cl (643:649)

duplicated block id: 570
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2246:2252)
 - src/api/numpy.i (2294:2300)

duplicated block id: 571
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (617:623)
 - src/core/tensor/distribution.cl (793:799)

duplicated block id: 572
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (81:87)
 - src/core/tensor/distribution.cl (784:790)

duplicated block id: 573
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (231:237)
 - src/core/tensor/distribution.cl (319:325)

duplicated block id: 574
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (116:122)
 - src/core/tensor/distribution.cl (292:298)

duplicated block id: 575
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2222:2228)
 - src/api/numpy.i (2704:2710)

duplicated block id: 576
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (380:386)
 - src/core/tensor/distribution.cl (643:649)

duplicated block id: 577
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (143:149)
 - src/core/tensor/distribution.cl (758:764)

duplicated block id: 578
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (72:78)
 - src/core/tensor/distribution.cl (248:254)

duplicated block id: 579
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (204:210)
 - src/core/tensor/distribution.cl (819:825)

duplicated block id: 580
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (301:307)
 - src/core/tensor/distribution.cl (828:834)

duplicated block id: 581
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor.cc (1055:1061)
 - src/core/tensor/tensor.cc (1071:1077)

duplicated block id: 582
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (486:492)
 - src/core/tensor/distribution.cl (573:579)

duplicated block id: 583
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (81:87)
 - src/core/tensor/distribution.cl (696:702)

duplicated block id: 584
size: 7 cleaned lines of code
in 2 files:
 - cmake/Dependencies.cmake (11:17)
 - python/setup.py.in (11:17)

duplicated block id: 585
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (424:430)
 - src/core/tensor/distribution.cl (512:518)

duplicated block id: 586
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (187:193)
 - src/core/tensor/distribution.cl (538:544)

duplicated block id: 587
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (582:588)
 - src/core/tensor/distribution.cl (758:764)

duplicated block id: 588
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (72:78)
 - src/core/tensor/distribution.cl (336:342)

duplicated block id: 589
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (266:272)
 - src/core/tensor/distribution.cl (354:360)

duplicated block id: 590
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (248:254)
 - src/core/tensor/distribution.cl (599:605)

duplicated block id: 591
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (213:219)
 - src/core/tensor/distribution.cl (301:307)

duplicated block id: 592
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (582:588)
 - src/core/tensor/distribution.cl (670:676)

duplicated block id: 593
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (134:140)
 - src/core/tensor/distribution.cl (310:316)

duplicated block id: 594
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (143:149)
 - src/core/tensor/distribution.cl (670:676)

duplicated block id: 595
size: 7 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cl (16:23)
 - src/model/layer/pooling.cl (54:60)

duplicated block id: 596
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (275:281)
 - src/core/tensor/distribution.cl (451:457)

duplicated block id: 597
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (529:535)
 - src/core/tensor/distribution.cl (617:623)

duplicated block id: 598
size: 7 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (134:140)
 - python/singa/sonnx.py (1080:1086)

duplicated block id: 599
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (433:439)
 - src/core/tensor/distribution.cl (608:614)

duplicated block id: 600
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (521:527)
 - src/core/tensor/distribution.cl (784:790)

duplicated block id: 601
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (521:527)
 - src/core/tensor/distribution.cl (696:702)

duplicated block id: 602
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (292:298)
 - src/core/tensor/distribution.cl (555:561)

duplicated block id: 603
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (855:861)
 - src/proto/caffe.proto (1199:1205)

duplicated block id: 604
size: 7 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cl (207:214)
 - src/model/layer/pooling.cl (245:252)

duplicated block id: 605
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (345:351)
 - src/core/tensor/distribution.cl (608:614)

duplicated block id: 606
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (222:228)
 - src/core/tensor/distribution.cl (661:667)

duplicated block id: 607
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (99:105)
 - src/core/tensor/distribution.cl (363:369)

duplicated block id: 608
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (617:623)
 - src/core/tensor/distribution.cl (705:711)

duplicated block id: 609
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (275:281)
 - src/core/tensor/distribution.cl (363:369)

duplicated block id: 610
size: 7 cleaned lines of code
in 2 files:
 - src/core/scheduler/scheduler.cc (591:600)
 - src/core/scheduler/scheduler.cc (656:665)

duplicated block id: 611
size: 7 cleaned lines of code
in 2 files:
 - include/singa/model/loss.h (64:79)
 - include/singa/model/loss.h (85:110)

duplicated block id: 612
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (564:570)
 - src/core/tensor/distribution.cl (652:658)

duplicated block id: 613
size: 7 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (221:227)
 - src/model/operation/rnn.cc (609:615)

duplicated block id: 614
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (555:561)
 - src/core/tensor/distribution.cl (643:649)

duplicated block id: 615
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (81:87)
 - src/core/tensor/distribution.cl (345:351)

duplicated block id: 616
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (477:483)
 - src/core/tensor/distribution.cl (740:746)

duplicated block id: 617
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (231:237)
 - src/core/tensor/distribution.cl (670:676)

duplicated block id: 618
size: 7 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (221:227)
 - src/model/operation/rnn.cc (674:680)

duplicated block id: 619
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (301:307)
 - src/core/tensor/distribution.cl (740:746)

duplicated block id: 620
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (407:413)
 - src/core/tensor/distribution.cl (495:501)

duplicated block id: 621
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (442:448)
 - src/core/tensor/distribution.cl (793:799)

duplicated block id: 622
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (266:272)
 - src/core/tensor/distribution.cl (442:448)

duplicated block id: 623
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (125:131)
 - src/core/tensor/distribution.cl (301:307)

duplicated block id: 624
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (398:404)
 - src/core/tensor/distribution.cl (749:755)

duplicated block id: 625
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (231:237)
 - src/core/tensor/distribution.cl (582:588)

duplicated block id: 626
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (451:457)
 - src/core/tensor/distribution.cl (538:544)

duplicated block id: 627
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (336:342)
 - src/core/tensor/distribution.cl (599:605)

duplicated block id: 628
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (116:122)
 - src/core/tensor/distribution.cl (643:649)

duplicated block id: 629
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (143:149)
 - src/core/tensor/distribution.cl (846:852)

duplicated block id: 630
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (72:78)
 - src/core/tensor/distribution.cl (599:605)

duplicated block id: 631
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1101:1107)
 - src/proto/model.proto (828:834)

duplicated block id: 632
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (257:263)
 - src/core/tensor/distribution.cl (608:614)

duplicated block id: 633
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1101:1107)
 - src/proto/model.proto (867:873)

duplicated block id: 634
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (336:342)
 - src/core/tensor/distribution.cl (512:518)

duplicated block id: 635
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (363:369)
 - src/core/tensor/distribution.cl (802:808)

duplicated block id: 636
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (758:764)
 - src/core/tensor/distribution.cl (846:852)

duplicated block id: 637
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (354:360)
 - src/core/tensor/distribution.cl (705:711)

duplicated block id: 638
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (266:272)
 - src/core/tensor/distribution.cl (529:535)

duplicated block id: 639
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (398:404)
 - src/core/tensor/distribution.cl (661:667)

duplicated block id: 640
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (134:140)
 - src/core/tensor/distribution.cl (222:228)

duplicated block id: 641
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (705:711)
 - src/core/tensor/distribution.cl (793:799)

duplicated block id: 642
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (310:316)
 - src/core/tensor/distribution.cl (573:579)

duplicated block id: 643
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (90:96)
 - src/core/tensor/distribution.cl (178:184)

duplicated block id: 644
size: 7 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2667:2673)
 - src/api/numpy.i (2741:2747)

duplicated block id: 645
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (294:300)
 - src/proto/model.proto (126:132)

duplicated block id: 646
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (626:632)
 - src/core/tensor/distribution.cl (714:720)

duplicated block id: 647
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (687:693)
 - src/core/tensor/distribution.cl (775:781)

duplicated block id: 648
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (354:360)
 - src/core/tensor/distribution.cl (793:799)

duplicated block id: 649
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (204:210)
 - src/core/tensor/distribution.cl (292:298)

duplicated block id: 650
size: 7 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (293:299)
 - src/model/operation/rnn.cc (609:615)

duplicated block id: 651
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (345:351)
 - src/core/tensor/distribution.cl (521:527)

duplicated block id: 652
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (222:228)
 - src/core/tensor/distribution.cl (749:755)

duplicated block id: 653
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (310:316)
 - src/core/tensor/distribution.cl (398:404)

duplicated block id: 654
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (855:861)
 - src/proto/model.proto (932:938)

duplicated block id: 655
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (222:228)
 - src/core/tensor/distribution.cl (837:843)

duplicated block id: 656
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (160:166)
 - src/core/tensor/distribution.cl (248:254)

duplicated block id: 657
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (301:307)
 - src/core/tensor/distribution.cl (652:658)

duplicated block id: 658
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (407:413)
 - src/core/tensor/distribution.cl (582:588)

duplicated block id: 659
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (765:771)
 - src/proto/model.proto (545:551)

duplicated block id: 660
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (81:87)
 - src/core/tensor/distribution.cl (521:527)

duplicated block id: 661
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (125:131)
 - src/core/tensor/distribution.cl (213:219)

duplicated block id: 662
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (336:342)
 - src/core/tensor/distribution.cl (687:693)

duplicated block id: 663
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (116:122)
 - src/core/tensor/distribution.cl (555:561)

duplicated block id: 664
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (72:78)
 - src/core/tensor/distribution.cl (512:518)

duplicated block id: 665
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (160:166)
 - src/core/tensor/distribution.cl (336:342)

duplicated block id: 666
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (442:448)
 - src/core/tensor/distribution.cl (617:623)

duplicated block id: 667
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (292:298)
 - src/core/tensor/distribution.cl (819:825)

duplicated block id: 668
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (398:404)
 - src/core/tensor/distribution.cl (837:843)

duplicated block id: 669
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (477:483)
 - src/core/tensor/distribution.cl (652:658)

duplicated block id: 670
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (731:737)
 - src/core/tensor/distribution.cl (819:825)

duplicated block id: 671
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (231:237)
 - src/core/tensor/distribution.cl (495:501)

duplicated block id: 672
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (451:457)
 - src/core/tensor/distribution.cl (626:632)

duplicated block id: 673
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (116:122)
 - src/core/tensor/distribution.cl (468:474)

duplicated block id: 674
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (266:272)
 - src/core/tensor/distribution.cl (617:623)

duplicated block id: 675
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (187:193)
 - src/core/tensor/distribution.cl (802:808)

duplicated block id: 676
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (345:351)
 - src/core/tensor/distribution.cl (433:439)

duplicated block id: 677
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (257:263)
 - src/core/tensor/distribution.cl (784:790)

duplicated block id: 678
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (363:369)
 - src/core/tensor/distribution.cl (714:720)

duplicated block id: 679
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (560:567)
 - src/proto/model.proto (339:346)

duplicated block id: 680
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (442:448)
 - src/core/tensor/distribution.cl (705:711)

duplicated block id: 681
size: 7 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (768:775)
 - python/singa/sonnx.py (832:839)

duplicated block id: 682
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (81:87)
 - src/core/tensor/distribution.cl (433:439)

duplicated block id: 683
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (661:667)
 - src/core/tensor/distribution.cl (837:843)

duplicated block id: 684
size: 7 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (768:775)
 - python/singa/sonnx.py (810:817)

duplicated block id: 685
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (407:413)
 - src/core/tensor/distribution.cl (670:676)

duplicated block id: 686
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1136:1142)
 - src/proto/model.proto (828:834)

duplicated block id: 687
size: 7 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (117:123)
 - python/singa/sonnx.py (1066:1072)

duplicated block id: 688
size: 7 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (768:775)
 - python/singa/sonnx.py (789:796)

duplicated block id: 689
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (257:263)
 - src/core/tensor/distribution.cl (696:702)

duplicated block id: 690
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (310:316)
 - src/core/tensor/distribution.cl (486:492)

duplicated block id: 691
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (90:96)
 - src/core/tensor/distribution.cl (266:272)

duplicated block id: 692
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (670:676)
 - src/core/tensor/distribution.cl (758:764)

duplicated block id: 693
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (696:702)
 - src/core/tensor/distribution.cl (784:790)

duplicated block id: 694
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (512:518)
 - src/core/tensor/distribution.cl (599:605)

duplicated block id: 695
size: 7 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1136:1142)
 - src/proto/model.proto (867:873)

duplicated block id: 696
size: 7 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (626:632)
 - src/core/tensor/distribution.cl (802:808)

duplicated block id: 697
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1766:1771)
 - src/api/numpy.i (1931:1936)

duplicated block id: 698
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1495:1500)

duplicated block id: 699
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (441:447)
 - python/singa/image_tool.py (624:629)

duplicated block id: 700
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cc (163:168)
 - src/model/layer/pooling.cc (281:286)

duplicated block id: 701
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1539:1544)

duplicated block id: 702
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1517:1522)

duplicated block id: 703
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1122:1127)
 - src/proto/caffe.proto (1136:1141)

duplicated block id: 704
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1743:1748)
 - src/api/numpy.i (1931:1936)

duplicated block id: 705
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1605:1610)

duplicated block id: 706
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (547:552)
 - python/singa/image_tool.py (573:578)

duplicated block id: 707
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (3007:3015)
 - python/singa/autograd.py (3305:3313)

duplicated block id: 708
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1695:1700)

duplicated block id: 709
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1931:1936)

duplicated block id: 710
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1583:1588)

duplicated block id: 711
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1122:1127)
 - src/proto/model.proto (867:872)

duplicated block id: 712
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1561:1566)

duplicated block id: 713
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cc (178:183)
 - src/model/layer/pooling.cc (291:296)

duplicated block id: 714
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1931:1936)

duplicated block id: 715
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2133:2138)
 - src/api/numpy.i (2559:2564)

duplicated block id: 716
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1323:1328)
 - src/api/numpy.i (1893:1898)

duplicated block id: 717
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (607:612)
 - python/singa/image_tool.py (624:629)

duplicated block id: 718
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1695:1700)

duplicated block id: 719
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_convolution.cc (200:205)
 - src/model/layer/opencl_convolution.h (61:66)

duplicated block id: 720
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1931:1936)

duplicated block id: 721
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1605:1610)

duplicated block id: 722
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1881:1886)

duplicated block id: 723
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1387:1392)
 - src/api/numpy.i (1943:1948)

duplicated block id: 724
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2133:2138)
 - src/api/numpy.i (2489:2494)

duplicated block id: 725
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1906:1911)

duplicated block id: 726
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (874:882)
 - src/core/tensor/distribution.cl (972:980)

duplicated block id: 727
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1788:1793)

duplicated block id: 728
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (343:348)
 - src/proto/model.proto (181:186)

duplicated block id: 729
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1766:1771)

duplicated block id: 730
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1743:1748)

duplicated block id: 731
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1719:1724)

duplicated block id: 732
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1881:1886)

duplicated block id: 733
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1766:1771)

duplicated block id: 734
size: 6 cleaned lines of code
in 2 files:
 - src/model/operation/batchnorm.cc (148:153)
 - src/model/operation/batchnorm.cc (214:219)

duplicated block id: 735
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1788:1793)

duplicated block id: 736
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1605:1610)

duplicated block id: 737
size: 6 cleaned lines of code
in 2 files:
 - include/half.hpp (3067:3072)
 - include/half.hpp (3130:3135)

duplicated block id: 738
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1906:1911)

duplicated block id: 739
size: 6 cleaned lines of code
in 2 files:
 - src/proto/model.proto (828:833)
 - src/proto/model.proto (849:854)

duplicated block id: 740
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1583:1588)

duplicated block id: 741
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1766:1771)
 - src/api/numpy.i (1881:1886)

duplicated block id: 742
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (908:916)
 - src/core/tensor/distribution.cl (972:980)

duplicated block id: 743
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1743:1748)

duplicated block id: 744
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2155:2160)
 - src/api/numpy.i (2524:2529)

duplicated block id: 745
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (885:891)
 - python/singa/autograd.py (2540:2546)

duplicated block id: 746
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1561:1566)

duplicated block id: 747
size: 6 cleaned lines of code
in 2 files:
 - src/core/device/opencl_func.h (134:139)
 - src/core/device/opencl_func.h (156:161)

duplicated block id: 748
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1387:1392)
 - src/api/numpy.i (1893:1898)

duplicated block id: 749
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1539:1544)

duplicated block id: 750
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1695:1700)

duplicated block id: 751
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1517:1522)

duplicated block id: 752
size: 6 cleaned lines of code
in 2 files:
 - python/singa/layer.py (571:576)
 - python/singa/layer.py (922:927)

duplicated block id: 753
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1495:1500)

duplicated block id: 754
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1743:1748)

duplicated block id: 755
size: 6 cleaned lines of code
in 2 files:
 - include/singa/model/optimizer.h (115:128)
 - include/singa/model/optimizer.h (151:165)

duplicated block id: 756
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_cuda.h (1216:1221)
 - src/core/tensor/tensor_math_cuda.h (1262:1268)

duplicated block id: 757
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1695:1700)
 - src/api/numpy.i (1743:1748)

duplicated block id: 758
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1788:1793)

duplicated block id: 759
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1695:1700)

duplicated block id: 760
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1695:1700)
 - src/api/numpy.i (1719:1724)

duplicated block id: 761
size: 6 cleaned lines of code
in 2 files:
 - src/io/image_transformer.cc (249:255)
 - src/io/image_transformer.cc (327:333)

duplicated block id: 762
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1766:1771)

duplicated block id: 763
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (370:375)
 - python/singa/image_tool.py (399:405)

duplicated block id: 764
size: 6 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (625:632)
 - python/singa/tensor.py (656:662)

duplicated block id: 765
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1766:1771)
 - src/api/numpy.i (1906:1911)

duplicated block id: 766
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1719:1724)

duplicated block id: 767
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.cl (264:269)
 - src/core/tensor/tensor_math_opencl.cl (287:292)

duplicated block id: 768
size: 6 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (625:632)
 - python/singa/tensor.py (641:647)

duplicated block id: 769
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1539:1544)

duplicated block id: 770
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (3074:3086)
 - python/singa/autograd.py (3421:3433)

duplicated block id: 771
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (370:375)
 - python/singa/image_tool.py (441:447)

duplicated block id: 772
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.cc (233:238)
 - src/model/layer/pooling.cc (209:214)

duplicated block id: 773
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1605:1610)

duplicated block id: 774
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.h (34:45)
 - src/model/layer/softmax.h (31:41)

duplicated block id: 775
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1893:1898)
 - src/api/numpy.i (1943:1948)

duplicated block id: 776
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1743:1748)

duplicated block id: 777
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1766:1771)

duplicated block id: 778
size: 6 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (529:536)
 - python/singa/sonnx.py (565:572)

duplicated block id: 779
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1743:1748)

duplicated block id: 780
size: 6 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (529:536)
 - python/singa/sonnx.py (547:554)

duplicated block id: 781
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1766:1771)

duplicated block id: 782
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1788:1793)

duplicated block id: 783
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.cc (233:238)
 - src/model/layer/opencl_pooling.h (80:85)

duplicated block id: 784
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (2540:2546)
 - python/singa/autograd.py (3339:3345)

duplicated block id: 785
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (973:978)
 - src/api/numpy.i (1117:1122)

duplicated block id: 786
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1788:1793)

duplicated block id: 787
size: 6 cleaned lines of code
in 2 files:
 - src/proto/model.proto (676:681)
 - src/proto/model.proto (753:758)

duplicated block id: 788
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2155:2160)
 - src/api/numpy.i (2594:2599)

duplicated block id: 789
size: 6 cleaned lines of code
in 2 files:
 - src/io/image_transformer.cc (217:222)
 - src/io/image_transformer.cc (235:240)

duplicated block id: 790
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1101:1106)
 - src/proto/caffe.proto (1122:1127)

duplicated block id: 791
size: 6 cleaned lines of code
in 2 files:
 - src/io/image_transformer.cc (95:102)
 - src/io/image_transformer.cc (282:288)

duplicated block id: 792
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1719:1724)

duplicated block id: 793
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1906:1911)

duplicated block id: 794
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.cc (211:216)
 - src/model/layer/opencl_pooling.cc (233:238)

duplicated block id: 795
size: 6 cleaned lines of code
in 2 files:
 - src/proto/model.proto (849:854)
 - src/proto/model.proto (867:872)

duplicated block id: 796
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1881:1886)

duplicated block id: 797
size: 6 cleaned lines of code
in 2 files:
 - python/singa/layer.py (331:337)
 - python/singa/layer.py (426:432)

duplicated block id: 798
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1719:1724)

duplicated block id: 799
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1583:1588)

duplicated block id: 800
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (711:717)
 - src/proto/model.proto (489:495)

duplicated block id: 801
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1561:1566)

duplicated block id: 802
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1743:1748)

duplicated block id: 803
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cc (236:241)
 - src/model/layer/pooling.cc (281:286)

duplicated block id: 804
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1539:1544)

duplicated block id: 805
size: 6 cleaned lines of code
in 2 files:
 - src/io/image_transformer.cc (109:114)
 - src/io/image_transformer.cc (125:130)

duplicated block id: 806
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1766:1771)

duplicated block id: 807
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1517:1522)

duplicated block id: 808
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1788:1793)

duplicated block id: 809
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1495:1500)

duplicated block id: 810
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1719:1724)

duplicated block id: 811
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/lrn.cc (93:99)
 - src/model/layer/lrn.cc (121:127)

duplicated block id: 812
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_cpp.h (319:325)
 - src/core/tensor/tensor_math_cpp.h (342:348)

duplicated block id: 813
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1931:1936)

duplicated block id: 814
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1605:1610)

duplicated block id: 815
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1906:1911)

duplicated block id: 816
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (2540:2546)
 - python/singa/autograd.py (3035:3041)

duplicated block id: 817
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.h (98:104)
 - src/core/tensor/tensor_math_opencl.h (228:234)

duplicated block id: 818
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1881:1886)

duplicated block id: 819
size: 6 cleaned lines of code
in 2 files:
 - src/io/lmdb_reader.cc (33:41)
 - src/io/lmdb_writer.cc (41:49)

duplicated block id: 820
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1086:1091)
 - src/api/numpy.i (1149:1154)

duplicated block id: 821
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1800:1805)
 - src/api/numpy.i (1918:1923)

duplicated block id: 822
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (441:447)
 - python/singa/image_tool.py (607:612)

duplicated block id: 823
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (1199:1205)
 - python/singa/autograd.py (1248:1254)

duplicated block id: 824
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1583:1588)

duplicated block id: 825
size: 6 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (354:359)
 - src/model/operation/rnn.cc (739:744)

duplicated block id: 826
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1788:1793)

duplicated block id: 827
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1561:1566)

duplicated block id: 828
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1766:1771)

duplicated block id: 829
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1743:1748)

duplicated block id: 830
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1719:1724)

duplicated block id: 831
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1474:1479)

duplicated block id: 832
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.cc (142:147)
 - src/model/layer/cudnn_convolution.cc (218:223)

duplicated block id: 833
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.h (56:61)
 - src/model/layer/pooling.h (78:83)

duplicated block id: 834
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1452:1457)

duplicated block id: 835
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1881:1886)

duplicated block id: 836
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1881:1886)

duplicated block id: 837
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1695:1700)

duplicated block id: 838
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1430:1435)

duplicated block id: 839
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1906:1911)

duplicated block id: 840
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1605:1610)
 - src/api/numpy.i (1931:1936)

duplicated block id: 841
size: 6 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (610:616)
 - python/singa/tensor.py (625:632)

duplicated block id: 842
size: 6 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (610:616)
 - python/singa/tensor.py (656:662)

duplicated block id: 843
size: 6 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (610:616)
 - python/singa/tensor.py (641:647)

duplicated block id: 844
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1906:1911)

duplicated block id: 845
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (2867:2873)
 - python/singa/autograd.py (3339:3345)

duplicated block id: 846
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1583:1588)

duplicated block id: 847
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (399:405)
 - python/singa/image_tool.py (441:447)

duplicated block id: 848
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (3035:3041)
 - python/singa/autograd.py (3339:3345)

duplicated block id: 849
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.h (62:68)
 - src/core/tensor/tensor_math_opencl.h (228:234)

duplicated block id: 850
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.cc (97:102)
 - src/model/layer/opencl_pooling.cc (106:111)

duplicated block id: 851
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1605:1610)
 - src/api/numpy.i (1788:1793)

duplicated block id: 852
size: 6 cleaned lines of code
in 2 files:
 - python/singa/layer.py (986:991)
 - python/singa/layer.py (994:999)

duplicated block id: 853
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1605:1610)
 - src/api/numpy.i (1881:1886)

duplicated block id: 854
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (991:996)
 - src/proto/model.proto (754:759)

duplicated block id: 855
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (295:300)
 - python/singa/image_tool.py (624:629)

duplicated block id: 856
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1605:1610)
 - src/api/numpy.i (1906:1911)

duplicated block id: 857
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2489:2494)
 - src/api/numpy.i (2559:2564)

duplicated block id: 858
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.h (62:68)
 - src/core/tensor/tensor_math_opencl.h (111:117)

duplicated block id: 859
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (334:339)
 - python/singa/image_tool.py (607:612)

duplicated block id: 860
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.h (62:68)
 - src/core/tensor/tensor_math_opencl.h (98:104)

duplicated block id: 861
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1495:1500)

duplicated block id: 862
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1719:1724)
 - src/api/numpy.i (1931:1936)

duplicated block id: 863
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1906:1911)

duplicated block id: 864
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1474:1479)
 - src/api/numpy.i (1931:1936)

duplicated block id: 865
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (2867:2873)
 - python/singa/autograd.py (3035:3041)

duplicated block id: 866
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1766:1771)

duplicated block id: 867
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1517:1522)

duplicated block id: 868
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (2540:2546)
 - python/singa/autograd.py (2867:2873)

duplicated block id: 869
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1561:1566)
 - src/api/numpy.i (1583:1588)

duplicated block id: 870
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (870:876)
 - python/singa/autograd.py (3019:3025)

duplicated block id: 871
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1743:1748)

duplicated block id: 872
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1539:1544)

duplicated block id: 873
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1561:1566)

duplicated block id: 874
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1881:1886)

duplicated block id: 875
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1788:1793)

duplicated block id: 876
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (916:924)
 - src/core/tensor/distribution.cl (946:954)

duplicated block id: 877
size: 6 cleaned lines of code
in 2 files:
 - src/io/image_transformer.cc (95:102)
 - src/io/image_transformer.cc (210:216)

duplicated block id: 878
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1719:1724)

duplicated block id: 879
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.cc (129:134)
 - src/model/layer/opencl_pooling.h (48:53)

duplicated block id: 880
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.cc (211:216)
 - src/model/layer/opencl_pooling.h (80:85)

duplicated block id: 881
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (399:405)
 - python/singa/image_tool.py (607:612)

duplicated block id: 882
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/distribution.cl (882:890)
 - src/core/tensor/distribution.cl (946:954)

duplicated block id: 883
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/im2col.cl (8:13)
 - src/model/layer/im2col.cl (46:51)

duplicated block id: 884
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2199:2204)
 - src/api/numpy.i (2594:2599)

duplicated block id: 885
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2133:2138)
 - src/api/numpy.i (2177:2182)

duplicated block id: 886
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1605:1610)
 - src/api/numpy.i (1695:1700)

duplicated block id: 887
size: 6 cleaned lines of code
in 2 files:
 - src/model/optimizer/rmsprop.cc (32:37)
 - src/model/optimizer/sgd.cc (35:40)

duplicated block id: 888
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1605:1610)
 - src/api/numpy.i (1766:1771)

duplicated block id: 889
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1695:1700)

duplicated block id: 890
size: 6 cleaned lines of code
in 2 files:
 - include/singa/io/reader.h (120:130)
 - include/singa/io/reader.h (147:157)

duplicated block id: 891
size: 6 cleaned lines of code
in 2 files:
 - src/model/operation/convolution.cc (35:42)
 - src/model/operation/pooling.cc (32:39)

duplicated block id: 892
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1605:1610)
 - src/api/numpy.i (1719:1724)

duplicated block id: 893
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1605:1610)

duplicated block id: 894
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1931:1936)

duplicated block id: 895
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1931:1936)

duplicated block id: 896
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1605:1610)
 - src/api/numpy.i (1743:1748)

duplicated block id: 897
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/activation.h (33:43)
 - src/model/layer/convolution.h (34:45)

duplicated block id: 898
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1583:1588)
 - src/api/numpy.i (1605:1610)

duplicated block id: 899
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (295:300)
 - python/singa/image_tool.py (607:612)

duplicated block id: 900
size: 6 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (1495:1500)
 - python/singa/sonnx.py (1663:1668)

duplicated block id: 901
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1695:1700)

duplicated block id: 902
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (334:339)
 - python/singa/image_tool.py (624:629)

duplicated block id: 903
size: 6 cleaned lines of code
in 2 files:
 - src/io/communicator.cc (514:521)
 - src/io/communicator.cc (592:599)

duplicated block id: 904
size: 6 cleaned lines of code
in 2 files:
 - python/singa/tensor.py (641:647)
 - python/singa/tensor.py (656:662)

duplicated block id: 905
size: 6 cleaned lines of code
in 2 files:
 - src/io/communicator.cc (389:394)
 - src/io/communicator.cc (456:461)

duplicated block id: 906
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1906:1911)

duplicated block id: 907
size: 6 cleaned lines of code
in 2 files:
 - src/model/operation/rnn.cc (364:369)
 - src/model/operation/rnn.cc (746:751)

duplicated block id: 908
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1561:1566)

duplicated block id: 909
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1881:1886)

duplicated block id: 910
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.h (111:117)
 - src/core/tensor/tensor_math_opencl.h (228:234)

duplicated block id: 911
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1474:1479)

duplicated block id: 912
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1583:1588)

duplicated block id: 913
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (885:891)
 - python/singa/autograd.py (2867:2873)

duplicated block id: 914
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/convolution.h (34:45)
 - src/model/layer/pooling.h (35:44)

duplicated block id: 915
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1881:1886)
 - src/api/numpy.i (1931:1936)

duplicated block id: 916
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1743:1748)
 - src/api/numpy.i (1766:1771)

duplicated block id: 917
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1906:1911)
 - src/api/numpy.i (1931:1936)

duplicated block id: 918
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1430:1435)
 - src/api/numpy.i (1452:1457)

duplicated block id: 919
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1695:1700)
 - src/api/numpy.i (1788:1793)

duplicated block id: 920
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1743:1748)
 - src/api/numpy.i (1788:1793)

duplicated block id: 921
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1695:1700)
 - src/api/numpy.i (1766:1771)

duplicated block id: 922
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1719:1724)

duplicated block id: 923
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1719:1724)
 - src/api/numpy.i (1788:1793)

duplicated block id: 924
size: 6 cleaned lines of code
in 2 files:
 - include/half.hpp (2744:2749)
 - include/half.hpp (2765:2770)

duplicated block id: 925
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.h (80:85)
 - src/model/layer/pooling.cc (209:214)

duplicated block id: 926
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2524:2529)
 - src/api/numpy.i (2594:2599)

duplicated block id: 927
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1355:1360)
 - src/api/numpy.i (1918:1923)

duplicated block id: 928
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/cudnn_batchnorm.cc (101:106)
 - src/model/layer/cudnn_batchnorm.cc (123:128)

duplicated block id: 929
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1207:1212)
 - src/api/numpy.i (1918:1923)

duplicated block id: 930
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1719:1724)
 - src/api/numpy.i (1766:1771)

duplicated block id: 931
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor_math_opencl.h (98:104)
 - src/core/tensor/tensor_math_opencl.h (111:117)

duplicated block id: 932
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (358:363)
 - src/proto/model.proto (196:201)

duplicated block id: 933
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1101:1106)
 - src/proto/model.proto (849:854)

duplicated block id: 934
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1719:1724)
 - src/api/numpy.i (1743:1748)

duplicated block id: 935
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1605:1610)

duplicated block id: 936
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (885:891)
 - python/singa/autograd.py (3035:3041)

duplicated block id: 937
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (985:990)
 - src/proto/model.proto (747:752)

duplicated block id: 938
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (295:300)
 - python/singa/image_tool.py (399:405)

duplicated block id: 939
size: 6 cleaned lines of code
in 2 files:
 - include/half.hpp (3095:3100)
 - include/half.hpp (3130:3135)

duplicated block id: 940
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (295:300)
 - python/singa/image_tool.py (441:447)

duplicated block id: 941
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (2513:2518)
 - python/singa/autograd.py (5559:5564)

duplicated block id: 942
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1788:1793)
 - src/api/numpy.i (1931:1936)

duplicated block id: 943
size: 6 cleaned lines of code
in 2 files:
 - src/io/communicator.cc (230:236)
 - src/io/communicator.cc (346:351)

duplicated block id: 944
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1695:1700)

duplicated block id: 945
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1766:1771)
 - src/api/numpy.i (1788:1793)

duplicated block id: 946
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1605:1610)

duplicated block id: 947
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (399:405)
 - python/singa/image_tool.py (624:629)

duplicated block id: 948
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.cc (192:197)
 - src/model/layer/opencl_pooling.cc (254:259)

duplicated block id: 949
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (991:996)
 - src/api/numpy.i (1226:1231)

duplicated block id: 950
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/math_kernel.cu (559:565)
 - src/core/tensor/math_kernel.cu (583:589)

duplicated block id: 951
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1881:1886)
 - src/api/numpy.i (1906:1911)

duplicated block id: 952
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1452:1457)
 - src/api/numpy.i (1474:1479)

duplicated block id: 953
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (370:375)
 - python/singa/image_tool.py (607:612)

duplicated block id: 954
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1931:1936)

duplicated block id: 955
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1695:1700)

duplicated block id: 956
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/opencl_pooling.cc (211:216)
 - src/model/layer/pooling.cc (209:214)

duplicated block id: 957
size: 6 cleaned lines of code
in 2 files:
 - src/core/tensor/tensor.cc (1644:1649)
 - src/core/tensor/tensor.cc (1657:1662)

duplicated block id: 958
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1695:1700)
 - src/api/numpy.i (1906:1911)

duplicated block id: 959
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1743:1748)
 - src/api/numpy.i (1906:1911)

duplicated block id: 960
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1207:1212)
 - src/api/numpy.i (1800:1805)

duplicated block id: 961
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1695:1700)
 - src/api/numpy.i (1881:1886)

duplicated block id: 962
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (334:339)
 - python/singa/image_tool.py (370:375)

duplicated block id: 963
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1355:1360)
 - src/api/numpy.i (1800:1805)

duplicated block id: 964
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1743:1748)
 - src/api/numpy.i (1881:1886)

duplicated block id: 965
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1719:1724)
 - src/api/numpy.i (1906:1911)

duplicated block id: 966
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2177:2182)
 - src/api/numpy.i (2559:2564)

duplicated block id: 967
size: 6 cleaned lines of code
in 2 files:
 - src/io/communicator.cc (217:222)
 - src/io/communicator.cc (562:567)

duplicated block id: 968
size: 6 cleaned lines of code
in 2 files:
 - python/singa/sonnx.py (547:554)
 - python/singa/sonnx.py (565:572)

duplicated block id: 969
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (334:339)
 - python/singa/image_tool.py (441:447)

duplicated block id: 970
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1719:1724)
 - src/api/numpy.i (1881:1886)

duplicated block id: 971
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (903:908)
 - src/proto/model.proto (677:682)

duplicated block id: 972
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1719:1724)

duplicated block id: 973
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (334:339)
 - python/singa/image_tool.py (399:405)

duplicated block id: 974
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1788:1793)
 - src/api/numpy.i (1906:1911)

duplicated block id: 975
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1695:1700)
 - src/api/numpy.i (1931:1936)

duplicated block id: 976
size: 6 cleaned lines of code
in 2 files:
 - python/singa/layer.py (513:518)
 - python/singa/layer.py (745:750)

duplicated block id: 977
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (370:375)
 - python/singa/image_tool.py (624:629)

duplicated block id: 978
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1539:1544)

duplicated block id: 979
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1323:1328)
 - src/api/numpy.i (1943:1948)

duplicated block id: 980
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1122:1127)
 - src/proto/model.proto (828:833)

duplicated block id: 981
size: 6 cleaned lines of code
in 2 files:
 - python/singa/autograd.py (885:891)
 - python/singa/autograd.py (3339:3345)

duplicated block id: 982
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1517:1522)

duplicated block id: 983
size: 6 cleaned lines of code
in 2 files:
 - src/model/optimizer/nesterov.cc (34:39)
 - src/model/optimizer/rmsprop.cc (32:37)

duplicated block id: 984
size: 6 cleaned lines of code
in 2 files:
 - src/proto/caffe.proto (1136:1141)
 - src/proto/model.proto (849:854)

duplicated block id: 985
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1583:1588)

duplicated block id: 986
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1766:1771)

duplicated block id: 987
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1495:1500)
 - src/api/numpy.i (1561:1566)

duplicated block id: 988
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1788:1793)

duplicated block id: 989
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (264:269)
 - src/api/numpy.i (290:295)

duplicated block id: 990
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (295:300)
 - python/singa/image_tool.py (334:339)

duplicated block id: 991
size: 6 cleaned lines of code
in 2 files:
 - src/model/layer/pooling.cc (163:168)
 - src/model/layer/pooling.cc (236:241)

duplicated block id: 992
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1517:1522)
 - src/api/numpy.i (1743:1748)

duplicated block id: 993
size: 6 cleaned lines of code
in 2 files:
 - python/singa/image_tool.py (295:300)
 - python/singa/image_tool.py (370:375)

duplicated block id: 994
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1906:1911)

duplicated block id: 995
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1788:1793)
 - src/api/numpy.i (1881:1886)

duplicated block id: 996
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1539:1544)
 - src/api/numpy.i (1931:1936)

duplicated block id: 997
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (2155:2160)
 - src/api/numpy.i (2199:2204)

duplicated block id: 998
size: 6 cleaned lines of code
in 2 files:
 - src/api/numpy.i (1409:1414)
 - src/api/numpy.i (1881:1886)