duplicated block id: 1 size: 89 cleaned lines of code in 2 files: - model_visualizer/get_model_graph.py (18:113) - model_visualizer/server/mv.py (14:109) duplicated block id: 2 size: 26 cleaned lines of code in 2 files: - LearningMachine.py (696:725) - LearningMachine.py (807:836) duplicated block id: 3 size: 20 cleaned lines of code in 2 files: - LearningMachine.py (446:468) - LearningMachine.py (693:714) duplicated block id: 4 size: 20 cleaned lines of code in 2 files: - LearningMachine.py (246:265) - LearningMachine.py (546:565) duplicated block id: 5 size: 18 cleaned lines of code in 2 files: - LearningMachine.py (450:468) - LearningMachine.py (807:825) duplicated block id: 6 size: 16 cleaned lines of code in 2 files: - autotest/tools/calculate_AUC.py (15:33) - tools/calculate_auc.py (14:32) duplicated block id: 7 size: 16 cleaned lines of code in 2 files: - problem.py (523:541) - problem.py (560:578) duplicated block id: 8 size: 14 cleaned lines of code in 2 files: - LearningMachine.py (246:259) - LearningMachine.py (755:768) duplicated block id: 9 size: 14 cleaned lines of code in 2 files: - block_zoo/attentions/MatchAttention.py (52:79) - block_zoo/op/Match.py (51:78) duplicated block id: 10 size: 14 cleaned lines of code in 2 files: - LearningMachine.py (546:559) - LearningMachine.py (755:768) duplicated block id: 11 size: 14 cleaned lines of code in 2 files: - LearningMachine.py (150:165) - LearningMachine.py (442:458) duplicated block id: 12 size: 13 cleaned lines of code in 2 files: - LearningMachine.py (747:760) - LearningMachine.py (858:871) duplicated block id: 13 size: 13 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (24:38) - block_zoo/encoder_decoder/SLUEncoder.py (29:43) duplicated block id: 14 size: 13 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (25:39) - block_zoo/encoder_decoder/SLUEncoder.py (29:43) duplicated block id: 15 size: 13 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (24:38) - block_zoo/BiLSTMAtt.py (25:39) duplicated block id: 16 size: 12 cleaned lines of code in 2 files: - predict.py (78:91) - test.py (64:77) duplicated block id: 17 size: 12 cleaned lines of code in 2 files: - autotest/tools/calculate_AUC.py (35:49) - tools/calculate_auc.py (34:48) duplicated block id: 18 size: 11 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (24:36) - block_zoo/BiLSTMLast.py (23:35) duplicated block id: 19 size: 11 cleaned lines of code in 2 files: - block_zoo/math/ElementWisedMultiply2D.py (26:37) - block_zoo/math/Minus2D.py (31:42) duplicated block id: 20 size: 11 cleaned lines of code in 2 files: - block_zoo/math/Add2D.py (26:37) - block_zoo/math/ElementWisedMultiply2D.py (26:37) duplicated block id: 21 size: 11 cleaned lines of code in 2 files: - block_zoo/math/ElementWisedMultiply3D.py (26:37) - block_zoo/math/Minus3D.py (30:41) duplicated block id: 22 size: 11 cleaned lines of code in 2 files: - block_zoo/math/Add3D.py (26:37) - block_zoo/math/ElementWisedMultiply3D.py (26:37) duplicated block id: 23 size: 11 cleaned lines of code in 2 files: - block_zoo/math/Add2D.py (26:37) - block_zoo/math/Minus2D.py (31:42) duplicated block id: 24 size: 11 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (23:35) - block_zoo/encoder_decoder/SLUEncoder.py (29:41) duplicated block id: 25 size: 11 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (25:37) - block_zoo/BiLSTMLast.py (23:35) duplicated block id: 26 size: 11 cleaned lines of code in 2 files: - block_zoo/math/Add3D.py (26:37) - block_zoo/math/Minus3D.py (30:41) duplicated block id: 27 size: 10 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (73:87) - block_zoo/BiGRULast.py (79:93) duplicated block id: 28 size: 10 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (251:262) - block_zoo/encoder_decoder/SLUEncoder.py (32:43) duplicated block id: 29 size: 10 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (27:38) - block_zoo/BiQRNN.py (251:262) duplicated block id: 30 size: 10 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (26:37) - block_zoo/BiGRULast.py (25:36) duplicated block id: 31 size: 10 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (28:39) - block_zoo/BiQRNN.py (251:262) duplicated block id: 32 size: 10 cleaned lines of code in 2 files: - LearningMachine.py (154:165) - LearningMachine.py (693:704) duplicated block id: 33 size: 10 cleaned lines of code in 2 files: - block_zoo/attentions/BiAttFlow.py (21:32) - block_zoo/attentions/Seq2SeqAttention.py (20:32) duplicated block id: 34 size: 9 cleaned lines of code in 2 files: - LearningMachine.py (727:736) - LearningMachine.py (838:847) duplicated block id: 35 size: 9 cleaned lines of code in 2 files: - block_zoo/math/ElementWisedMultiply3D.py (67:85) - block_zoo/math/Minus3D.py (71:90) duplicated block id: 36 size: 9 cleaned lines of code in 2 files: - block_zoo/Conv.py (136:144) - block_zoo/ConvPooling.py (108:116) duplicated block id: 37 size: 9 cleaned lines of code in 2 files: - block_zoo/Conv2D.py (60:68) - block_zoo/Pooling2D.py (59:67) duplicated block id: 38 size: 9 cleaned lines of code in 2 files: - block_zoo/math/Add3D.py (67:85) - block_zoo/math/Minus3D.py (71:90) duplicated block id: 39 size: 9 cleaned lines of code in 2 files: - tools/tagging_schemes_converter.py (8:16) - tools/tagging_schemes_converter.py (33:41) duplicated block id: 40 size: 9 cleaned lines of code in 2 files: - block_zoo/math/Add3D.py (67:85) - block_zoo/math/ElementWisedMultiply3D.py (67:85) duplicated block id: 41 size: 9 cleaned lines of code in 2 files: - metrics/slot_tagging_metrics.py (36:45) - metrics/slot_tagging_metrics.py (81:90) duplicated block id: 42 size: 8 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (26:35) - block_zoo/BiQRNN.py (251:260) duplicated block id: 43 size: 8 cleaned lines of code in 2 files: - block_zoo/op/Expand_plus.py (25:33) - block_zoo/op/Match.py (22:30) duplicated block id: 44 size: 8 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:39) - block_zoo/BiLSTMAtt.py (31:39) duplicated block id: 45 size: 8 cleaned lines of code in 2 files: - LearningMachine.py (267:274) - LearningMachine.py (589:596) duplicated block id: 46 size: 8 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:38) - block_zoo/BiLSTMLast.py (29:37) duplicated block id: 47 size: 8 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:39) - block_zoo/BiLSTM.py (30:38) duplicated block id: 48 size: 8 cleaned lines of code in 2 files: - predict.py (18:26) - test.py (20:28) duplicated block id: 49 size: 8 cleaned lines of code in 2 files: - LearningMachine.py (114:121) - LearningMachine.py (414:421) duplicated block id: 50 size: 8 cleaned lines of code in 2 files: - LearningMachine.py (168:175) - LearningMachine.py (459:466) duplicated block id: 51 size: 8 cleaned lines of code in 2 files: - LearningMachine.py (157:165) - LearningMachine.py (807:815) duplicated block id: 52 size: 8 cleaned lines of code in 2 files: - block_zoo/Conv2D.py (45:53) - block_zoo/Pooling2D.py (42:50) duplicated block id: 53 size: 8 cleaned lines of code in 2 files: - LearningMachine.py (168:175) - LearningMachine.py (705:712) duplicated block id: 54 size: 8 cleaned lines of code in 2 files: - LearningMachine.py (168:175) - LearningMachine.py (816:823) duplicated block id: 55 size: 8 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:39) - block_zoo/BiQRNN.py (254:262) duplicated block id: 56 size: 8 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:39) - block_zoo/encoder_decoder/SLUEncoder.py (35:43) duplicated block id: 57 size: 7 cleaned lines of code in 2 files: - block_zoo/attentions/MatchAttention.py (24:31) - block_zoo/op/Match.py (22:29) duplicated block id: 58 size: 7 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:261) - block_zoo/transformer/MLP.py (26:33) duplicated block id: 59 size: 7 cleaned lines of code in 2 files: - block_zoo/encoder_decoder/SLUDecoder.py (45:52) - block_zoo/transformer/MultiHeadAttention.py (33:40) duplicated block id: 60 size: 7 cleaned lines of code in 2 files: - losses/Loss.py (24:30) - losses/Loss.py (33:39) duplicated block id: 61 size: 7 cleaned lines of code in 2 files: - block_zoo/encoder_decoder/SLUDecoder.py (45:52) - block_zoo/transformer/MLP.py (26:33) duplicated block id: 62 size: 7 cleaned lines of code in 2 files: - block_zoo/attentions/Attention.py (24:31) - block_zoo/op/Expand_plus.py (25:32) duplicated block id: 63 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:37) - block_zoo/encoder_decoder/SLUDecoder.py (45:52) duplicated block id: 64 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:37) - block_zoo/transformer/MultiHeadAttention.py (33:40) duplicated block id: 65 size: 7 cleaned lines of code in 2 files: - block_zoo/Dropout.py (30:37) - block_zoo/HighwayLinear.py (30:37) duplicated block id: 66 size: 7 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:261) - block_zoo/encoder_decoder/SLUDecoder.py (45:52) duplicated block id: 67 size: 7 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:38) - block_zoo/normalizations/LayerNorm.py (21:28) duplicated block id: 68 size: 7 cleaned lines of code in 2 files: - block_zoo/math/Add3D.py (26:33) - block_zoo/math/MatrixMultiply.py (33:40) duplicated block id: 69 size: 7 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:261) - block_zoo/normalizations/LayerNorm.py (21:28) duplicated block id: 70 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:37) - block_zoo/normalizations/LayerNorm.py (21:28) duplicated block id: 71 size: 7 cleaned lines of code in 2 files: - block_zoo/math/ElementWisedMultiply3D.py (26:33) - block_zoo/math/MatrixMultiply.py (33:40) duplicated block id: 72 size: 7 cleaned lines of code in 2 files: - LearningMachine.py (738:744) - LearningMachine.py (850:856) duplicated block id: 73 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:38) - block_zoo/encoder_decoder/SLUDecoder.py (45:52) duplicated block id: 74 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:37) - block_zoo/transformer/MLP.py (26:33) duplicated block id: 75 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:38) - block_zoo/normalizations/LayerNorm.py (21:28) duplicated block id: 76 size: 7 cleaned lines of code in 2 files: - block_zoo/transformer/MLP.py (26:33) - block_zoo/transformer/MultiHeadAttention.py (33:40) duplicated block id: 77 size: 7 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:38) - block_zoo/transformer/MultiHeadAttention.py (33:40) duplicated block id: 78 size: 7 cleaned lines of code in 2 files: - block_zoo/math/Add2D.py (55:61) - block_zoo/math/Minus2D.py (60:66) duplicated block id: 79 size: 7 cleaned lines of code in 2 files: - block_zoo/encoder_decoder/SLUDecoder.py (45:52) - block_zoo/normalizations/LayerNorm.py (21:28) duplicated block id: 80 size: 7 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:261) - block_zoo/transformer/MultiHeadAttention.py (33:40) duplicated block id: 81 size: 7 cleaned lines of code in 2 files: - block_zoo/encoder_decoder/SLUEncoder.py (35:42) - block_zoo/transformer/MultiHeadAttention.py (33:40) duplicated block id: 82 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:36) - block_zoo/ConvPooling.py (41:48) duplicated block id: 83 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:38) - block_zoo/transformer/MultiHeadAttention.py (33:40) duplicated block id: 84 size: 7 cleaned lines of code in 2 files: - block_zoo/encoder_decoder/SLUEncoder.py (35:42) - block_zoo/normalizations/LayerNorm.py (21:28) duplicated block id: 85 size: 7 cleaned lines of code in 2 files: - block_zoo/encoder_decoder/SLUEncoder.py (35:42) - block_zoo/transformer/MLP.py (26:33) duplicated block id: 86 size: 7 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:38) - block_zoo/encoder_decoder/SLUDecoder.py (45:52) duplicated block id: 87 size: 7 cleaned lines of code in 2 files: - block_zoo/attentions/Attention.py (24:31) - block_zoo/attentions/MatchAttention.py (24:31) duplicated block id: 88 size: 7 cleaned lines of code in 2 files: - block_zoo/attentions/MatchAttention.py (24:31) - block_zoo/op/Expand_plus.py (25:32) duplicated block id: 89 size: 7 cleaned lines of code in 2 files: - block_zoo/math/MatrixMultiply.py (33:40) - block_zoo/math/Minus3D.py (30:37) duplicated block id: 90 size: 7 cleaned lines of code in 2 files: - metrics/slot_tagging_metrics.py (10:16) - metrics/slot_tagging_metrics.py (52:58) duplicated block id: 91 size: 7 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:37) - block_zoo/ConvPooling.py (41:48) duplicated block id: 92 size: 7 cleaned lines of code in 2 files: - block_zoo/encoder_decoder/SLUDecoder.py (45:52) - block_zoo/encoder_decoder/SLUEncoder.py (35:42) duplicated block id: 93 size: 7 cleaned lines of code in 2 files: - block_zoo/attentions/Attention.py (24:31) - block_zoo/op/Match.py (22:29) duplicated block id: 94 size: 7 cleaned lines of code in 2 files: - block_zoo/Pooling.py (30:37) - block_zoo/op/Flatten.py (25:32) duplicated block id: 95 size: 7 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:38) - block_zoo/transformer/MLP.py (26:33) duplicated block id: 96 size: 7 cleaned lines of code in 2 files: - block_zoo/normalizations/LayerNorm.py (21:28) - block_zoo/transformer/MultiHeadAttention.py (33:40) duplicated block id: 97 size: 7 cleaned lines of code in 2 files: - block_zoo/normalizations/LayerNorm.py (21:28) - block_zoo/transformer/MLP.py (26:33) duplicated block id: 98 size: 7 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:38) - block_zoo/transformer/MLP.py (26:33) duplicated block id: 99 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/encoder_decoder/SLUEncoder.py (35:41) duplicated block id: 100 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 101 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/BiQRNN.py (254:260) duplicated block id: 102 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:37) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 103 size: 6 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:260) - block_zoo/Pooling1D.py (35:42) duplicated block id: 104 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/Transformer.py (51:57) duplicated block id: 105 size: 6 cleaned lines of code in 2 files: - utils/DocInherit.py (25:31) - utils/DocInherit.py (37:43) duplicated block id: 106 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (99:107) - block_zoo/CRF.py (153:162) duplicated block id: 107 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 108 size: 6 cleaned lines of code in 2 files: - block_zoo/Transformer.py (51:57) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 109 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 110 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:36) - block_zoo/Conv.py (42:48) duplicated block id: 111 size: 6 cleaned lines of code in 2 files: - block_zoo/embedding/LSTMCharEmbedding.py (37:44) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 112 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:37) - block_zoo/Conv.py (42:48) duplicated block id: 113 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/BiLSTMAtt.py (31:37) duplicated block id: 114 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/Pooling1D.py (35:42) duplicated block id: 115 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/encoder_decoder/SLUEncoder.py (35:41) duplicated block id: 116 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv2D.py (37:43) - block_zoo/Pooling2D.py (34:40) duplicated block id: 117 size: 6 cleaned lines of code in 2 files: - block_zoo/EncoderDecoder.py (39:45) - block_zoo/encoder_decoder/SLUEncoder.py (35:41) duplicated block id: 118 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/Transformer.py (51:57) duplicated block id: 119 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/Pooling1D.py (35:42) duplicated block id: 120 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 121 size: 6 cleaned lines of code in 2 files: - test.py (68:74) - train.py (375:384) duplicated block id: 122 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 123 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 124 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:36) - block_zoo/ConvPooling.py (41:47) duplicated block id: 125 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:37) - block_zoo/CRF.py (47:53) duplicated block id: 126 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:36) - block_zoo/CRF.py (47:53) duplicated block id: 127 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 128 size: 6 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:260) - block_zoo/CRF.py (47:53) duplicated block id: 129 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:37) - block_zoo/Transformer.py (51:57) duplicated block id: 130 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/Pooling1D.py (35:42) duplicated block id: 131 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:36) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 132 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 133 size: 6 cleaned lines of code in 2 files: - dataset/get_QNLI.py (10:15) - dataset/get_QQP.py (10:15) duplicated block id: 134 size: 6 cleaned lines of code in 2 files: - block_zoo/EncoderDecoder.py (39:45) - block_zoo/Transformer.py (51:57) duplicated block id: 135 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 136 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/CRF.py (47:53) duplicated block id: 137 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/Pooling1D.py (35:42) duplicated block id: 138 size: 6 cleaned lines of code in 2 files: - block_zoo/Pooling1D.py (35:42) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 139 size: 6 cleaned lines of code in 2 files: - block_zoo/Dropout.py (30:36) - block_zoo/op/Flatten.py (25:31) duplicated block id: 140 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:37) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 141 size: 6 cleaned lines of code in 2 files: - block_zoo/EncoderDecoder.py (39:45) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 142 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 143 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/ConvPooling.py (41:47) duplicated block id: 144 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/Transformer.py (51:57) duplicated block id: 145 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 146 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 147 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (76:84) - block_zoo/BiLSTMLast.py (72:80) duplicated block id: 148 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:37) - block_zoo/ConvPooling.py (41:47) duplicated block id: 149 size: 6 cleaned lines of code in 2 files: - block_zoo/Linear.py (37:43) - block_zoo/op/Flatten.py (25:31) duplicated block id: 150 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/Transformer.py (51:57) duplicated block id: 151 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:37) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 152 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 153 size: 6 cleaned lines of code in 2 files: - dataset/get_QQP.py (10:15) - dataset/get_WikiQACorpus.py (10:15) duplicated block id: 154 size: 6 cleaned lines of code in 2 files: - dataset/get_SST-2.py (10:15) - dataset/get_WikiQACorpus.py (10:15) duplicated block id: 155 size: 6 cleaned lines of code in 2 files: - block_zoo/attentions/Attention.py (20:26) - block_zoo/attentions/BilinearAttention.py (17:23) duplicated block id: 156 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:37) - block_zoo/Transformer.py (51:57) duplicated block id: 157 size: 6 cleaned lines of code in 2 files: - block_zoo/embedding/LSTMCharEmbedding.py (37:44) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 158 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/BiLSTM.py (30:36) duplicated block id: 159 size: 6 cleaned lines of code in 2 files: - block_zoo/Transformer.py (51:57) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 160 size: 6 cleaned lines of code in 2 files: - block_zoo/op/Concat2D.py (47:52) - block_zoo/op/Concat3D.py (54:59) duplicated block id: 161 size: 6 cleaned lines of code in 2 files: - test.py (39:45) - train.py (299:305) duplicated block id: 162 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 163 size: 6 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:260) - block_zoo/Conv.py (42:48) duplicated block id: 164 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/encoder_decoder/SLUEncoder.py (35:41) duplicated block id: 165 size: 6 cleaned lines of code in 2 files: - block_zoo/Transformer.py (51:57) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 166 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:36) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 167 size: 6 cleaned lines of code in 2 files: - block_zoo/Pooling1D.py (35:42) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 168 size: 6 cleaned lines of code in 2 files: - block_zoo/math/Minus2D.py (27:33) - block_zoo/math/Minus3D.py (26:32) duplicated block id: 169 size: 6 cleaned lines of code in 2 files: - block_zoo/EncoderDecoder.py (39:45) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 170 size: 6 cleaned lines of code in 2 files: - predict.py (82:88) - train.py (375:384) duplicated block id: 171 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:36) - block_zoo/Pooling1D.py (35:42) duplicated block id: 172 size: 6 cleaned lines of code in 2 files: - block_zoo/Dropout.py (30:36) - block_zoo/Linear.py (37:43) duplicated block id: 173 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 174 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 175 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 176 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:37) - block_zoo/BiLSTMLast.py (29:35) duplicated block id: 177 size: 6 cleaned lines of code in 2 files: - block_zoo/Transformer.py (51:57) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 178 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:37) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 179 size: 6 cleaned lines of code in 2 files: - block_zoo/op/Combination.py (57:62) - block_zoo/op/Concat3D.py (54:59) duplicated block id: 180 size: 6 cleaned lines of code in 2 files: - block_zoo/HighwayLinear.py (30:36) - block_zoo/op/Flatten.py (25:31) duplicated block id: 181 size: 6 cleaned lines of code in 2 files: - block_zoo/HighwayLinear.py (30:36) - block_zoo/Pooling.py (30:36) duplicated block id: 182 size: 6 cleaned lines of code in 2 files: - LearningMachine.py (546:551) - LearningMachine.py (866:871) duplicated block id: 183 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/Pooling1D.py (35:42) duplicated block id: 184 size: 6 cleaned lines of code in 2 files: - block_zoo/Conv.py (42:48) - block_zoo/ConvPooling.py (41:47) duplicated block id: 185 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTM.py (30:36) - block_zoo/Transformer.py (51:57) duplicated block id: 186 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/encoder_decoder/SLUEncoder.py (35:41) duplicated block id: 187 size: 6 cleaned lines of code in 2 files: - LearningMachine.py (164:169) - LearningMachine.py (174:179) duplicated block id: 188 size: 6 cleaned lines of code in 2 files: - block_zoo/Pooling1D.py (35:42) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 189 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 190 size: 6 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:260) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 191 size: 6 cleaned lines of code in 2 files: - block_zoo/embedding/LSTMCharEmbedding.py (37:44) - block_zoo/encoder_decoder/SLUEncoder.py (35:41) duplicated block id: 192 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 193 size: 6 cleaned lines of code in 2 files: - block_zoo/Pooling.py (30:36) - block_zoo/attentions/LinearAttention.py (28:34) duplicated block id: 194 size: 6 cleaned lines of code in 2 files: - block_zoo/Pooling1D.py (35:42) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 195 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/Conv.py (42:48) duplicated block id: 196 size: 6 cleaned lines of code in 2 files: - block_zoo/Pooling1D.py (35:42) - block_zoo/encoder_decoder/SLUEncoder.py (35:41) duplicated block id: 197 size: 6 cleaned lines of code in 2 files: - block_zoo/attentions/Interaction.py (30:36) - block_zoo/op/Expand_plus.py (25:31) duplicated block id: 198 size: 6 cleaned lines of code in 2 files: - block_zoo/EncoderDecoder.py (39:45) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 199 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 200 size: 6 cleaned lines of code in 2 files: - block_zoo/EncoderDecoder.py (39:45) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 201 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 202 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 203 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 204 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 205 size: 6 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:260) - block_zoo/ConvPooling.py (41:47) duplicated block id: 206 size: 6 cleaned lines of code in 2 files: - block_zoo/op/Combination.py (57:62) - block_zoo/op/Concat2D.py (47:52) duplicated block id: 207 size: 6 cleaned lines of code in 2 files: - block_zoo/Transformer.py (51:57) - block_zoo/encoder_decoder/SLUEncoder.py (35:41) duplicated block id: 208 size: 6 cleaned lines of code in 2 files: - block_zoo/attentions/Interaction.py (30:36) - block_zoo/attentions/MatchAttention.py (24:30) duplicated block id: 209 size: 6 cleaned lines of code in 2 files: - block_zoo/HighwayLinear.py (30:36) - block_zoo/Linear.py (37:43) duplicated block id: 210 size: 6 cleaned lines of code in 2 files: - block_zoo/Linear.py (37:43) - block_zoo/Pooling.py (30:36) duplicated block id: 211 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 212 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/Transformer.py (51:57) duplicated block id: 213 size: 6 cleaned lines of code in 2 files: - dataset/get_QQP.py (10:15) - dataset/get_SST-2.py (10:15) duplicated block id: 214 size: 6 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:260) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 215 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:37) - block_zoo/Pooling1D.py (35:42) duplicated block id: 216 size: 6 cleaned lines of code in 2 files: - block_zoo/embedding/LSTMCharEmbedding.py (37:44) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 217 size: 6 cleaned lines of code in 2 files: - dataset/get_QNLI.py (10:15) - dataset/get_WikiQACorpus.py (10:15) duplicated block id: 218 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMLast.py (29:35) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 219 size: 6 cleaned lines of code in 2 files: - dataset/get_QNLI.py (10:15) - dataset/get_SST-2.py (10:15) duplicated block id: 220 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 221 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:37) - block_zoo/CRF.py (47:53) duplicated block id: 222 size: 6 cleaned lines of code in 2 files: - block_zoo/ConvPooling.py (41:47) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 223 size: 6 cleaned lines of code in 2 files: - block_zoo/Pooling1D.py (35:42) - block_zoo/transformer/MLP.py (26:32) duplicated block id: 224 size: 6 cleaned lines of code in 2 files: - block_zoo/embedding/LSTMCharEmbedding.py (37:44) - block_zoo/normalizations/LayerNorm.py (21:27) duplicated block id: 225 size: 6 cleaned lines of code in 2 files: - block_zoo/Dropout.py (30:36) - block_zoo/attentions/LinearAttention.py (28:34) duplicated block id: 226 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/Conv.py (42:48) duplicated block id: 227 size: 6 cleaned lines of code in 2 files: - block_zoo/Dropout.py (30:36) - block_zoo/Pooling.py (30:36) duplicated block id: 228 size: 6 cleaned lines of code in 2 files: - block_zoo/CRF.py (47:53) - block_zoo/Conv.py (42:48) duplicated block id: 229 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRU.py (31:37) - block_zoo/Conv.py (42:48) duplicated block id: 230 size: 6 cleaned lines of code in 2 files: - block_zoo/attentions/LinearAttention.py (28:34) - block_zoo/op/Flatten.py (25:31) duplicated block id: 231 size: 6 cleaned lines of code in 2 files: - block_zoo/Transformer.py (51:57) - block_zoo/transformer/MultiHeadAttention.py (33:39) duplicated block id: 232 size: 6 cleaned lines of code in 2 files: - block_zoo/EncoderDecoder.py (39:45) - block_zoo/encoder_decoder/SLUDecoder.py (45:51) duplicated block id: 233 size: 6 cleaned lines of code in 2 files: - block_zoo/HighwayLinear.py (30:36) - block_zoo/attentions/LinearAttention.py (28:34) duplicated block id: 234 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/EncoderDecoder.py (39:45) duplicated block id: 235 size: 6 cleaned lines of code in 2 files: - block_zoo/attentions/Interaction.py (30:36) - block_zoo/op/Match.py (22:28) duplicated block id: 236 size: 6 cleaned lines of code in 2 files: - block_zoo/attentions/Attention.py (24:30) - block_zoo/attentions/Interaction.py (30:36) duplicated block id: 237 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:37) - block_zoo/ConvPooling.py (41:47) duplicated block id: 238 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/embedding/LSTMCharEmbedding.py (37:44) duplicated block id: 239 size: 6 cleaned lines of code in 2 files: - block_zoo/BiQRNN.py (254:260) - block_zoo/Transformer.py (51:57) duplicated block id: 240 size: 6 cleaned lines of code in 2 files: - block_zoo/Pooling1D.py (35:42) - block_zoo/Transformer.py (51:57) duplicated block id: 241 size: 6 cleaned lines of code in 2 files: - block_zoo/Linear.py (37:43) - block_zoo/attentions/LinearAttention.py (28:34) duplicated block id: 242 size: 6 cleaned lines of code in 2 files: - block_zoo/BiGRULast.py (30:36) - block_zoo/CRF.py (47:53) duplicated block id: 243 size: 6 cleaned lines of code in 2 files: - block_zoo/BiLSTMAtt.py (31:37) - block_zoo/Pooling1D.py (35:42) duplicated block id: 244 size: 6 cleaned lines of code in 2 files: - LearningMachine.py (246:251) - LearningMachine.py (866:871) duplicated block id: 245 size: 6 cleaned lines of code in 2 files: - block_zoo/EncoderDecoder.py (39:45) - block_zoo/Pooling1D.py (35:42)