duplicated block id: 1 size: 60 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (464:539) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (411:486) duplicated block id: 2 size: 57 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (347:426) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (288:367) duplicated block id: 3 size: 44 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (32:104) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (31:103) duplicated block id: 4 size: 41 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py (121:189) - tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py (218:286) duplicated block id: 5 size: 32 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (72:180) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (81:189) duplicated block id: 6 size: 26 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (312:342) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (350:380) duplicated block id: 7 size: 24 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (210:256) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (238:284) duplicated block id: 8 size: 22 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantize_annotate.py (122:150) - tensorflow_model_optimization/python/core/sparsity/keras/pruning_wrapper.py (336:364) duplicated block id: 9 size: 20 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (223:256) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (348:381) duplicated block id: 10 size: 20 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (105:134) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (378:407) duplicated block id: 11 size: 19 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/layers/conv_batchnorm_test_utils.py (63:84) - tensorflow_model_optimization/python/core/quantization/keras/layers/conv_batchnorm_test_utils.py (125:145) duplicated block id: 12 size: 18 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (430:451) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (471:492) duplicated block id: 13 size: 18 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (406:427) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (447:468) duplicated block id: 14 size: 18 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/clustering/keras/cluster_wrapper.py (369:391) - tensorflow_model_optimization/python/core/quantization/keras/quantize_wrapper.py (208:230) duplicated block id: 15 size: 16 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (262:287) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (292:317) duplicated block id: 16 size: 15 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (470:490) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (515:535) duplicated block id: 17 size: 14 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (148:165) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (154:171) duplicated block id: 18 size: 14 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/different_training_and_inference.py (44:62) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py (91:109) duplicated block id: 19 size: 13 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (592:609) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (548:565) duplicated block id: 20 size: 13 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_configs.py (44:63) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_configs.py (53:72) duplicated block id: 21 size: 13 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/clustering/keras/cluster_wrapper.py (381:397) - tensorflow_model_optimization/python/core/quantization/keras/quantize_annotate.py (134:150) duplicated block id: 22 size: 13 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/clustering/keras/cluster_wrapper.py (381:397) - tensorflow_model_optimization/python/core/sparsity/keras/pruning_wrapper.py (348:364) duplicated block id: 23 size: 12 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/different_training_and_inference.py (45:60) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py (68:83) duplicated block id: 24 size: 12 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantizers.py (31:43) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantizers.py (36:48) duplicated block id: 25 size: 12 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve/cluster_preserve_quantize_registry.py (160:185) - tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve/prune_preserve_quantize_registry.py (126:153) duplicated block id: 26 size: 12 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (346:371) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (384:409) duplicated block id: 27 size: 12 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/different_training_and_inference.py (68:84) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/same_training_and_inference.py (71:85) duplicated block id: 28 size: 12 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (137:161) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (410:434) duplicated block id: 29 size: 12 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (219:234) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (234:249) duplicated block id: 30 size: 12 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py (68:83) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py (92:107) duplicated block id: 31 size: 11 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (172:185) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (181:194) duplicated block id: 32 size: 11 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/layers/conv_batchnorm_test_utils.py (87:97) - tensorflow_model_optimization/python/core/quantization/keras/layers/conv_batchnorm_test_utils.py (148:158) duplicated block id: 33 size: 11 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (622:637) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (580:595) duplicated block id: 34 size: 11 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (266:278) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (344:356) duplicated block id: 35 size: 11 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (437:449) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (380:392) duplicated block id: 36 size: 11 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantize_annotate.py (103:117) - tensorflow_model_optimization/python/core/quantization/keras/quantize_wrapper.py (188:206) duplicated block id: 37 size: 11 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (111:123) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (110:122) duplicated block id: 38 size: 11 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (51:75) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (320:344) duplicated block id: 39 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/clustering/keras/cluster_wrapper.py (365:378) - tensorflow_model_optimization/python/core/sparsity/keras/pruning_wrapper.py (332:345) duplicated block id: 40 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (119:134) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (39:54) duplicated block id: 41 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (156:171) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (84:99) duplicated block id: 42 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (55:70) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (119:134) duplicated block id: 43 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (84:99) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (161:176) duplicated block id: 44 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (156:171) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (161:176) duplicated block id: 45 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (657:675) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (613:631) duplicated block id: 46 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (265:276) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (215:226) duplicated block id: 47 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (267:279) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (398:410) duplicated block id: 48 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (55:70) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (39:54) duplicated block id: 49 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_configs.py (24:37) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_configs.py (29:42) duplicated block id: 50 size: 10 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/bias_only.py (64:80) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/same_training_and_inference.py (76:92) duplicated block id: 51 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (253:263) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (347:357) duplicated block id: 52 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantize_annotate.py (134:144) - tensorflow_model_optimization/python/core/quantization/keras/quantize_wrapper.py (220:230) duplicated block id: 53 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_configs.py (24:36) - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_configs.py (47:59) duplicated block id: 54 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_configs.py (29:41) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_configs.py (56:68) duplicated block id: 55 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (196:206) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (268:278) duplicated block id: 56 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantize_wrapper.py (220:230) - tensorflow_model_optimization/python/core/sparsity/keras/pruning_wrapper.py (348:358) duplicated block id: 57 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_configs.py (47:59) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_configs.py (29:41) duplicated block id: 58 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_configs.py (24:36) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_configs.py (56:68) duplicated block id: 59 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (640:651) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (600:611) duplicated block id: 60 size: 9 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (196:206) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (346:356) duplicated block id: 61 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (79:90) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (223:234) duplicated block id: 62 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:687) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:704) duplicated block id: 63 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (125:134) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (267:276) duplicated block id: 64 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py (132:145) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/same_training_and_inference.py (85:98) duplicated block id: 65 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (55:66) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (84:95) duplicated block id: 66 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (377:386) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (417:426) duplicated block id: 67 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (193:221) - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (422:454) duplicated block id: 68 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (55:66) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (161:172) duplicated block id: 69 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/clustering/keras/cluster_wrapper.py (369:378) - tensorflow_model_optimization/python/core/quantization/keras/quantize_annotate.py (122:131) duplicated block id: 70 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (119:130) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (156:167) duplicated block id: 71 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/layers/conv_batchnorm_test_utils.py (102:109) - tensorflow_model_optimization/python/core/quantization/keras/layers/conv_batchnorm_test_utils.py (162:169) duplicated block id: 72 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:262) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:526) duplicated block id: 73 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (106:148) - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (300:342) duplicated block id: 74 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (156:167) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (39:50) duplicated block id: 75 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantize_wrapper.py (208:217) - tensorflow_model_optimization/python/core/sparsity/keras/pruning_wrapper.py (336:345) duplicated block id: 76 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantize_annotate.py (122:131) - tensorflow_model_optimization/python/core/quantization/keras/quantize_wrapper.py (208:217) duplicated block id: 77 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve/cluster_preserve_quantize_registry.py (424:431) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (189:196) duplicated block id: 78 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (151:174) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (222:245) duplicated block id: 79 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (83:93) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (63:73) duplicated block id: 80 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (55:66) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (156:167) duplicated block id: 81 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (39:50) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (161:172) duplicated block id: 82 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (56:68) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (65:77) duplicated block id: 83 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (39:50) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (84:95) duplicated block id: 84 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/layers/conv_batchnorm_test_utils.py (49:59) - tensorflow_model_optimization/python/core/quantization/keras/layers/dense_batchnorm_test_utils.py (32:42) duplicated block id: 85 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantize_annotate.py (57:66) - tensorflow_model_optimization/python/core/quantization/keras/quantize_wrapper.py (52:61) duplicated block id: 86 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:220) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:262) duplicated block id: 87 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:220) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:526) duplicated block id: 88 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (79:90) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (348:359) duplicated block id: 89 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (81:90) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (148:157) duplicated block id: 90 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:670) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:704) duplicated block id: 91 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (119:130) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (161:172) duplicated block id: 92 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (119:130) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (84:95) duplicated block id: 93 size: 8 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:670) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:687) duplicated block id: 94 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py (203:209) - tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py (302:308) duplicated block id: 95 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (226:233) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (207:213) duplicated block id: 96 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (546:554) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (493:501) duplicated block id: 97 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/different_training_and_inference.py (32:38) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py (39:45) duplicated block id: 98 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (29:40) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (31:42) duplicated block id: 99 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (139:149) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (84:94) duplicated block id: 100 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (144:155) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (49:60) duplicated block id: 101 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (208:216) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (280:288) duplicated block id: 102 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (353:363) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (443:453) duplicated block id: 103 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (150:157) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (63:70) duplicated block id: 104 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (548:554) - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (615:621) duplicated block id: 105 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (60:70) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (228:238) duplicated block id: 106 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/bias_only.py (64:73) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/different_training_and_inference.py (73:84) duplicated block id: 107 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (280:288) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (358:366) duplicated block id: 108 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (188:198) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (197:207) duplicated block id: 109 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (228:238) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (443:453) duplicated block id: 110 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (60:70) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (353:363) duplicated block id: 111 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (87:97) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (321:331) duplicated block id: 112 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (208:216) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (358:366) duplicated block id: 113 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (60:70) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (443:453) duplicated block id: 114 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (126:135) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (127:136) duplicated block id: 115 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (94:105) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (448:459) duplicated block id: 116 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:184) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:236) duplicated block id: 117 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:653) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:669) duplicated block id: 118 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:653) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:703) duplicated block id: 119 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:653) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:686) duplicated block id: 120 size: 7 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (184:192) - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (301:309) duplicated block id: 121 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:524) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:702) duplicated block id: 122 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (205:212) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (217:224) duplicated block id: 123 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:685) duplicated block id: 124 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:524) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:685) duplicated block id: 125 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:524) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:668) duplicated block id: 126 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:702) duplicated block id: 127 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:524) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:652) duplicated block id: 128 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:218) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:668) duplicated block id: 129 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/cluster_preserve/cluster_preserve_quantize_registry.py (424:429) - tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve/prune_preserve_quantize_registry.py (299:304) duplicated block id: 130 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:218) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:652) duplicated block id: 131 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:652) duplicated block id: 132 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:668) duplicated block id: 133 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py (85:93) - tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py (278:286) duplicated block id: 134 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (217:223) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (194:200) duplicated block id: 135 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (403:409) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (194:200) duplicated block id: 136 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (217:223) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (272:278) duplicated block id: 137 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/internal/optimize.py (79:88) - tensorflow_model_optimization/python/core/common/keras/compression/internal/optimize.py (196:205) duplicated block id: 138 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (702:709) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (684:691) duplicated block id: 139 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (128:134) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (363:369) duplicated block id: 140 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:235) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:524) duplicated block id: 141 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (150:156) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (166:172) duplicated block id: 142 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py (77:83) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/same_training_and_inference.py (43:49) duplicated block id: 143 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:182) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:668) duplicated block id: 144 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/kashin.py (217:223) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (403:409) duplicated block id: 145 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:182) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:652) duplicated block id: 146 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve/prune_preserve_quantize_registry.py (301:306) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (263:268) duplicated block id: 147 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/collaborative_optimizations/prune_preserve/prune_preserve_quantize_registry.py (299:304) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (189:194) duplicated block id: 148 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (151:171) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (294:314) duplicated block id: 149 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (272:278) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (194:200) duplicated block id: 150 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/periodical_update_and_scheduling.py (101:107) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/same_training_and_inference.py (43:49) duplicated block id: 151 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:235) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:260) duplicated block id: 152 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (429:434) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (371:376) duplicated block id: 153 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (89:95) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (109:115) duplicated block id: 154 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:218) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:702) duplicated block id: 155 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:260) duplicated block id: 156 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:218) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:685) duplicated block id: 157 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/internal/optimize.py (58:76) - tensorflow_model_optimization/python/core/common/keras/compression/internal/optimize.py (175:193) duplicated block id: 158 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_quantize_registry.py (396:403) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_quantize_registry.py (437:444) duplicated block id: 159 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/clustering/keras/cluster.py (254:259) - tensorflow_model_optimization/python/core/clustering/keras/cluster.py (262:267) duplicated block id: 160 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:182) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:702) duplicated block id: 161 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:218) duplicated block id: 162 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:182) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:685) duplicated block id: 163 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:235) duplicated block id: 164 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (109:115) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (478:484) duplicated block id: 165 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (270:276) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (363:369) duplicated block id: 166 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:235) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:668) duplicated block id: 167 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (222:242) - tensorflow_model_optimization/python/core/quantization/keras/quantizers.py (294:314) duplicated block id: 168 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:235) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:652) duplicated block id: 169 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:524) duplicated block id: 170 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (166:172) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (63:69) duplicated block id: 171 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:182) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:260) duplicated block id: 172 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (58:66) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (137:145) duplicated block id: 173 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (149:155) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:182) duplicated block id: 174 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:235) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:702) duplicated block id: 175 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:235) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:685) duplicated block id: 176 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (616:621) - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (803:808) duplicated block id: 177 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:260) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (679:685) duplicated block id: 178 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/gather_encoder.py (144:149) - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/simple_encoder.py (71:76) duplicated block id: 179 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (401:407) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (363:369) duplicated block id: 180 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (122:129) - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (265:272) duplicated block id: 181 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:260) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (662:668) duplicated block id: 182 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:260) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (646:652) duplicated block id: 183 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (549:554) - tensorflow_model_optimization/python/core/internal/tensor_encoding/core/encoding_stage.py (803:808) duplicated block id: 184 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (693:700) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (667:674) duplicated block id: 185 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (254:260) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (696:702) duplicated block id: 186 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/clipping.py (83:89) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (166:172) duplicated block id: 187 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:182) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:218) duplicated block id: 188 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py (85:93) - tensorflow_model_optimization/python/core/quantization/keras/quant_ops.py (181:189) duplicated block id: 189 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/different_training_and_inference.py (54:60) - tensorflow_model_optimization/python/core/common/keras/compression/algorithms/same_training_and_inference.py (43:49) duplicated block id: 190 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/misc.py (89:95) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/stages_impl.py (478:484) duplicated block id: 191 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (212:218) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (229:235) duplicated block id: 192 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (170:195) - tensorflow_model_optimization/python/core/internal/tensor_encoding/stages/research/quantization.py (294:327) duplicated block id: 193 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (107:113) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (151:157) duplicated block id: 194 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (176:182) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (518:524) duplicated block id: 195 size: 6 cleaned lines of code in 2 files: - tensorflow_model_optimization/python/core/quantization/keras/default_8bit/default_8bit_transforms.py (572:579) - tensorflow_model_optimization/python/core/quantization/keras/experimental/default_n_bit/default_n_bit_transforms.py (523:530)