Path	Lines of Code
R-package/src/base.h	232
R-package/src/executor.cc	246
R-package/src/executor.h	101
R-package/src/export.cc	93
R-package/src/export.h	22
R-package/src/io.cc	199
R-package/src/io.h	126
R-package/src/kvstore.cc	140
R-package/src/kvstore.h	41
R-package/src/mxnet.cc	46
R-package/src/name.h	26
R-package/src/ndarray.cc	610
R-package/src/ndarray.h	147
R-package/src/symbol.cc	347
R-package/src/symbol.h	93
amalgamation/amalgamation.py	121
amalgamation/dmlc-minimum0.cc	7
amalgamation/jni/org/dmlc/mxnet/MxnetException.java	7
amalgamation/jni/org/dmlc/mxnet/Predictor.java	82
amalgamation/jni/predictor.cc	89
amalgamation/mxnet_predict0.cc	55
amalgamation/python/mxnet_predict.py	56
appveyor.yml	42
cmake/Modules/FindAtlas.cmake	45
cmake/Modules/FindJeMalloc.cmake	37
cmake/Modules/FindMKL.cmake	153
cmake/Modules/FindOpenBLAS.cmake	68
cmake/Utils.cmake	366
cpp-package/example/alexnet.cpp	259
cpp-package/example/charRNN.cpp	586
cpp-package/example/feature_extract/feature_extract.cpp	79
cpp-package/example/feature_extract/prepare_data_with_opencv.cpp	28
cpp-package/example/googlenet.cpp	134
cpp-package/example/inception_bn.cpp	159
cpp-package/example/lenet.cpp	180
cpp-package/example/lenet_with_mxdataiter.cpp	95
cpp-package/example/mlp.cpp	122
cpp-package/example/mlp_cpu.cpp	86
cpp-package/example/mlp_gpu.cpp	88
cpp-package/example/resnet.cpp	168
cpp-package/include/mxnet-cpp/CPPLINT.cfg	2
cpp-package/include/mxnet-cpp/MxNetCpp.h	15
cpp-package/include/mxnet-cpp/base.h	17
cpp-package/include/mxnet-cpp/executor.h	87
cpp-package/include/mxnet-cpp/executor.hpp	73
cpp-package/include/mxnet-cpp/initializer.h	161
cpp-package/include/mxnet-cpp/io.h	100
cpp-package/include/mxnet-cpp/io.hpp	67
cpp-package/include/mxnet-cpp/kvstore.h	35
cpp-package/include/mxnet-cpp/kvstore.hpp	142
cpp-package/include/mxnet-cpp/metric.h	155
cpp-package/include/mxnet-cpp/model.h	37
cpp-package/include/mxnet-cpp/monitor.h	38
cpp-package/include/mxnet-cpp/monitor.hpp	86
cpp-package/include/mxnet-cpp/ndarray.h	114
cpp-package/include/mxnet-cpp/ndarray.hpp	354
cpp-package/include/mxnet-cpp/op_map.h	56
cpp-package/include/mxnet-cpp/op_suppl.h	134
cpp-package/include/mxnet-cpp/op_util.h	30
cpp-package/include/mxnet-cpp/operator.h	99
cpp-package/include/mxnet-cpp/operator.hpp	124
cpp-package/include/mxnet-cpp/optimizer.h	113
cpp-package/include/mxnet-cpp/optimizer.hpp	323
cpp-package/include/mxnet-cpp/shape.h	258
cpp-package/include/mxnet-cpp/symbol.h	102
cpp-package/include/mxnet-cpp/symbol.hpp	316
cpp-package/scripts/OpWrapperGenerator.py	336
cpp-package/scripts/lint.py	134
docker/Dockerfiles/Dockerfile.in.perl	5
docker/Dockerfiles/Dockerfile.in.scala	5
example/MXNetTutorialTemplate.ipynb	436
example/adversary/data.py	23
example/autoencoder/autoencoder.py	161
example/autoencoder/data.py	12
example/autoencoder/mnist_sae.py	21
example/autoencoder/model.py	52
example/autoencoder/solver.py	107
example/bayesian-methods/algos.py	285
example/bayesian-methods/bdk.ipynb	422
example/bayesian-methods/bdk_demo.py	305
example/bayesian-methods/data_loader.py	36
example/bayesian-methods/utils.py	161
example/bi-lstm-sort/infer_sort.py	37
example/bi-lstm-sort/lstm.py	140
example/bi-lstm-sort/lstm_sort.py	52
example/bi-lstm-sort/rnn_model.py	45
example/bi-lstm-sort/sort_io.py	174
example/caffe/caffe_net.py	88
example/caffe/data.py	80
example/caffe/train_model.py	78
example/cnn_text_classification/data_helpers.py	104
example/cnn_text_classification/old/text_cnn.py	177
example/cnn_text_classification/text_cnn.py	121
example/dec/dec.py	141
example/fcn-xs/data.py	87
example/fcn-xs/fcn_xs.py	68
example/fcn-xs/image_segmentaion.py	50
example/fcn-xs/init_fcnxs.py	77
example/fcn-xs/solver.py	120
example/fcn-xs/symbol_fcnxs.py	160
example/gan/dcgan.py	217
example/image-classification/__init__.py	1
example/image-classification/benchmark.py	190
example/image-classification/benchmark_score.py	48
example/image-classification/common/__init__.py	1
example/image-classification/common/data.py	146
example/image-classification/common/find_mxnet.py	8
example/image-classification/common/fit.py	144
example/image-classification/common/modelzoo.py	44
example/image-classification/common/util.py	30
example/image-classification/fine-tune.py	41
example/image-classification/predict-cpp/image-classification-predict.cc	187
example/image-classification/score.py	76
example/image-classification/symbols/__init__.py	1
example/image-classification/symbols/alexnet.py	34
example/image-classification/symbols/alexnet_fp16.py	57
example/image-classification/symbols/googlenet.py	38
example/image-classification/symbols/inception-bn.py	78
example/image-classification/symbols/inception-resnet-v2.py	116
example/image-classification/symbols/inception-v3.py	141
example/image-classification/symbols/inception-v4.py	110
example/image-classification/symbols/lenet.py	30
example/image-classification/symbols/mlp.py	11
example/image-classification/symbols/resnet-v1-fp16.py	132
example/image-classification/symbols/resnet-v1.py	120
example/image-classification/symbols/resnet.py	122
example/image-classification/symbols/resnet_fp16.py	144
example/image-classification/symbols/resnext.py	122
example/image-classification/symbols/vgg.py	46
example/image-classification/train_cifar10.py	41
example/image-classification/train_imagenet.py	29
example/image-classification/train_mnist.py	53
example/kaggle-ndsb1/predict_dsb.py	37
example/kaggle-ndsb1/symbol_dsb.py	26
example/kaggle-ndsb1/train_dsb.py	70
example/kaggle-ndsb1/training_curves.py	26
example/kaggle-ndsb2/Preprocessing.py	114
example/kaggle-ndsb2/Train.py	138
example/memcost/inception_memcost.py	62
example/model-parallel-lstm/lstm.py	427
example/model-parallel-lstm/lstm_ptb.py	85
example/module/lstm_bucketing.py	63
example/module/mnist_mlp.py	65
example/module/python_loss.py	47
example/module/sequential_module.py	40
example/module/train_cifar10.py	152
example/multi-task/data.py	23
example/multi-task/example_multi_task.py	80
example/nce-loss/lstm_word.py	196
example/nce-loss/nce.py	95
example/nce-loss/toy_nce.py	96
example/nce-loss/toy_softmax.py	82
example/nce-loss/wordvec.py	132
example/nce-loss/wordvec_subwords.py	219
example/neural-style/end_to_end/basic.py	138
example/neural-style/end_to_end/boost_inference.py	27
example/neural-style/end_to_end/boost_train.py	110
example/neural-style/end_to_end/data_processing.py	52
example/neural-style/end_to_end/gen_v3.py	51
example/neural-style/end_to_end/gen_v4.py	59
example/neural-style/end_to_end/model_vgg19.py	83
example/neural-style/find_mxnet.py	7
example/neural-style/model_vgg19.py	65
example/neural-style/nstyle.py	212
example/numpy-ops/custom_softmax.py	47
example/numpy-ops/data.py	23
example/numpy-ops/ndarray_softmax.py	47
example/numpy-ops/numpy_softmax.py	42
example/numpy-ops/weighted_logistic_regression.py	50
example/profiler/profiler_executor.py	117
example/profiler/profiler_imageiter.py	23
example/profiler/profiler_matmul.py	41
example/profiler/profiler_ndarray.py	265
example/python-howto/data.py	23
example/python-howto/data_iter.py	21
example/python-howto/debug_conv.py	16
example/python-howto/monitor_weights.py	21
example/python-howto/multiple_outputs.py	8
example/rcnn/demo.py	103
example/rcnn/rcnn/__init__.py	1
example/rcnn/rcnn/config.py	108
example/rcnn/rcnn/core/__init__.py	1
example/rcnn/rcnn/core/callback.py	39
example/rcnn/rcnn/core/loader.py	284
example/rcnn/rcnn/core/metric.py	110
example/rcnn/rcnn/core/module.py	151
example/rcnn/rcnn/core/tester.py	166
example/rcnn/rcnn/cython/__init__.py	1
example/rcnn/rcnn/cython/bbox.pyx	37
example/rcnn/rcnn/cython/cpu_nms.pyx	49
example/rcnn/rcnn/cython/gpu_nms.hpp	2
example/rcnn/rcnn/cython/gpu_nms.pyx	21
example/rcnn/rcnn/cython/nms_kernel.cu	123
example/rcnn/rcnn/cython/setup.py	94
example/rcnn/rcnn/dataset/__init__.py	3
example/rcnn/rcnn/dataset/coco.py	164
example/rcnn/rcnn/dataset/ds_utils.py	11
example/rcnn/rcnn/dataset/imdb.py	183
example/rcnn/rcnn/dataset/pascal_voc.py	166
example/rcnn/rcnn/dataset/pascal_voc_eval.py	112
example/rcnn/rcnn/io/__init__.py	1
example/rcnn/rcnn/io/image.py	89
example/rcnn/rcnn/io/rcnn.py	95
example/rcnn/rcnn/io/rpn.py	37
example/rcnn/rcnn/logger.py	4
example/rcnn/rcnn/processing/__init__.py	1
example/rcnn/rcnn/processing/bbox_regression.py	67
example/rcnn/rcnn/processing/bbox_transform.py	87
example/rcnn/rcnn/processing/generate_anchor.py	36
example/rcnn/rcnn/processing/nms.py	44
example/rcnn/rcnn/pycocotools/__init__.py	1
example/rcnn/rcnn/pycocotools/_mask.pyx	242
example/rcnn/rcnn/pycocotools/coco.py	285
example/rcnn/rcnn/pycocotools/cocoeval.py	411
example/rcnn/rcnn/pycocotools/mask.py	26
example/rcnn/rcnn/pycocotools/maskApi.c	201
example/rcnn/rcnn/pycocotools/maskApi.h	23
example/rcnn/rcnn/pycocotools/setup.py	15
example/rcnn/rcnn/symbol/__init__.py	2
example/rcnn/rcnn/symbol/proposal.py	129
example/rcnn/rcnn/symbol/proposal_target.py	70
example/rcnn/rcnn/symbol/symbol_resnet.py	156
example/rcnn/rcnn/symbol/symbol_vgg.py	266
example/rcnn/rcnn/tools/__init__.py	1
example/rcnn/rcnn/tools/reeval.py	31
example/rcnn/rcnn/tools/train_rcnn.py	131
example/rcnn/rcnn/tools/train_rpn.py	132
example/rcnn/rcnn/utils/__init__.py	1
example/rcnn/rcnn/utils/combine_model.py	20
example/rcnn/rcnn/utils/load_data.py	36
example/rcnn/rcnn/utils/load_model.py	29
example/rcnn/rcnn/utils/save_model.py	6
example/rcnn/test.py	33
example/rcnn/train_alternate.py	84
example/rcnn/train_end2end.py	138
example/recommenders/crossentropy.py	64
example/recommenders/demo1-MF.ipynb	252
example/recommenders/demo1-MF2-fancy.ipynb	295
example/recommenders/demo2-binary.ipynb	137
example/recommenders/demo3-dssm.ipynb	113
example/recommenders/matrix_fact.py	38
example/recommenders/movielens_data.py	38
example/recommenders/negativesample.py	100
example/recommenders/randomproj.py	78
example/recommenders/recotools.py	21
example/recommenders/symbol_alexnet.py	32
example/reinforcement-learning/a3c/a3c.py	176
example/reinforcement-learning/a3c/launcher.py	85
example/reinforcement-learning/a3c/rl_data.py	124
example/reinforcement-learning/a3c/sym.py	17
example/reinforcement-learning/ddpg/ddpg.py	251
example/reinforcement-learning/ddpg/policies.py	56
example/reinforcement-learning/ddpg/qfuncs.py	48
example/reinforcement-learning/ddpg/replay_mem.py	59
example/reinforcement-learning/ddpg/run.py	27
example/reinforcement-learning/ddpg/strategies.py	42
example/reinforcement-learning/ddpg/utils.py	81
example/reinforcement-learning/dqn/atari_game.py	135
example/reinforcement-learning/dqn/base.py	236
example/reinforcement-learning/dqn/dqn_demo.py	183
example/reinforcement-learning/dqn/game.py	23
example/reinforcement-learning/dqn/operators.py	94
example/reinforcement-learning/dqn/replay_memory.py	183
example/reinforcement-learning/dqn/utils.py	209
example/reinforcement-learning/parallel_actor_critic/config.py	20
example/reinforcement-learning/parallel_actor_critic/envs.py	25
example/reinforcement-learning/parallel_actor_critic/model.py	74
example/reinforcement-learning/parallel_actor_critic/train.py	114
example/rnn-time-major/bucket_io.py	189
example/rnn-time-major/rnn_cell_demo.py	67
example/rnn/cudnn_lstm_bucketing.py	172
example/rnn/lstm_bucketing.py	90
example/rnn/old/bucket_io.py	192
example/rnn/old/gru.py	94
example/rnn/old/gru_bucketing.py	53
example/rnn/old/lstm.py	126
example/rnn/old/lstm_bucketing.py	56
example/rnn/old/rnn.py	73
example/rnn/old/rnn_cell_demo.py	70
example/rnn/old/rnn_model.py	47
example/speech-demo/config_util.py	47
example/speech-demo/decode_mxnet.py	129
example/speech-demo/default.cfg	32
example/speech-demo/default_timit.cfg	32
example/speech-demo/io_func/__init__.py	1
example/speech-demo/io_func/convert2kaldi.py	82
example/speech-demo/io_func/feat_io.py	280
example/speech-demo/io_func/feat_readers/__init__.py	1
example/speech-demo/io_func/feat_readers/common.py	47
example/speech-demo/io_func/feat_readers/reader_atrack.py	26
example/speech-demo/io_func/feat_readers/reader_bvec.py	20
example/speech-demo/io_func/feat_readers/reader_htk.py	22
example/speech-demo/io_func/feat_readers/reader_kaldi.py	97
example/speech-demo/io_func/feat_readers/stats.py	78
example/speech-demo/io_func/feat_readers/writer_kaldi.py	43
example/speech-demo/io_func/info.py	4
example/speech-demo/io_func/kaldi_parser.py	132
example/speech-demo/io_func/model_io.py	182
example/speech-demo/io_func/regr_feat_io.py	60
example/speech-demo/io_func/utils.py	125
example/speech-demo/io_util.py	468
example/speech-demo/lstm_proj.py	110
example/speech-demo/make_stats.py	61
example/speech-demo/python_wrap/ctypes.cc	165
example/speech-demo/python_wrap/example_usage/example.py	65
example/speech-demo/speechSGD.py	41
example/speech-demo/train_lstm_proj.py	245
example/speech_recognition/arch_deepspeech.py	139
example/speech_recognition/config_util.py	61
example/speech_recognition/deepspeech.cfg	57
example/speech_recognition/default.cfg	57
example/speech_recognition/label_util.py	85
example/speech_recognition/log_util.py	34
example/speech_recognition/main.py	204
example/speech_recognition/singleton.py	27
example/speech_recognition/stt_bi_graphemes_util.py	38
example/speech_recognition/stt_datagenerator.py	164
example/speech_recognition/stt_io_iter.py	89
example/speech_recognition/stt_layer_batchnorm.py	29
example/speech_recognition/stt_layer_conv.py	23
example/speech_recognition/stt_layer_fc.py	91
example/speech_recognition/stt_layer_gru.py	156
example/speech_recognition/stt_layer_lstm.py	226
example/speech_recognition/stt_layer_slice.py	8
example/speech_recognition/stt_layer_warpctc.py	17
example/speech_recognition/stt_metric.py	180
example/speech_recognition/stt_utils.py	64
example/speech_recognition/train.py	112
example/ssd/__init__.py	1
example/ssd/config/__init__.py	1
example/ssd/config/config.py	55
example/ssd/config/utils.py	61
example/ssd/dataset/__init__.py	1
example/ssd/dataset/concat_db.py	45
example/ssd/dataset/imdb.py	52
example/ssd/dataset/iterator.py	190
example/ssd/dataset/mscoco.py	58
example/ssd/dataset/pascal_voc.py	128
example/ssd/dataset/pycocotools/__init__.py	1
example/ssd/dataset/pycocotools/coco.py	283
example/ssd/dataset/testdb.py	22
example/ssd/dataset/yolo_format.py	67
example/ssd/demo.py	90
example/ssd/deploy.py	43
example/ssd/detect/__init__.py	1
example/ssd/detect/detector.py	84
example/ssd/evaluate.py	83
example/ssd/evaluate/__init__.py	1
example/ssd/evaluate/eval_metric.py	150
example/ssd/evaluate/eval_voc.py	117
example/ssd/evaluate/evaluate_net.py	44
example/ssd/symbol/__init__.py	1
example/ssd/symbol/common.py	136
example/ssd/symbol/inceptionv3.py	141
example/ssd/symbol/legacy_vgg16_ssd_300.py	125
example/ssd/symbol/legacy_vgg16_ssd_512.py	128
example/ssd/symbol/resnet.py	122
example/ssd/symbol/symbol_builder.py	54
example/ssd/symbol/symbol_factory.py	85
example/ssd/symbol/vgg16_reduced.py	69
example/ssd/tools/__init__.py	1
example/ssd/tools/caffe_converter/caffe_parse/__init__.py	1
example/ssd/tools/caffe_converter/caffe_parse/caffe.proto	1723
example/ssd/tools/caffe_converter/caffe_parse/parse_from_protobuf.py	21
example/ssd/tools/caffe_converter/convert_model.py	113
example/ssd/tools/caffe_converter/convert_symbol.py	306
example/ssd/tools/caffe_converter/mean_image.py	40
example/ssd/tools/find_mxnet.py	7
example/ssd/tools/prepare_dataset.py	73
example/ssd/tools/rand_sampler.py	166
example/ssd/tools/visualize_net.py	24
example/ssd/train.py	126
example/ssd/train/__init__.py	1
example/ssd/train/metric.py	41
example/ssd/train/train_net.py	129
example/stochastic-depth/sd_cifar10.py	99
example/stochastic-depth/sd_mnist.py	100
example/stochastic-depth/sd_module.py	123
example/svm_mnist/svm_mnist.py	52
example/torch/data.py	23
example/torch/torch_function.py	13
example/torch/torch_module.py	26
example/utils/__init__.py	1
example/utils/get_data.py	64
example/warpctc/infer_ocr.py	72
example/warpctc/lstm.py	101
example/warpctc/lstm_model.py	43
example/warpctc/lstm_ocr.py	173
example/warpctc/ocr_predict.py	71
example/warpctc/toy_ctc.py	133
include/mxnet/base.h	180
include/mxnet/c_api.h	547
include/mxnet/c_lapack_api.h	47
include/mxnet/c_predict_api.h	69
include/mxnet/engine.h	109
include/mxnet/executor.h	57
include/mxnet/io.h	44
include/mxnet/kvstore.h	98
include/mxnet/mxrtc.h	45
include/mxnet/ndarray.h	343
include/mxnet/op_attr_types.h	28
include/mxnet/operator.h	201
include/mxnet/operator_util.h	182
include/mxnet/resource.h	68
include/mxnet/storage.h	21
include/mxnet/tensor_blob.h	246
matlab/+mxnet/model.m	186
matlab/+mxnet/private/callmxnet.m	24
matlab/+mxnet/private/parse_json.m	508
matlab/demo.m	45
perl-package/AI-MXNet/META.yml	26
perl-package/AI-MXNet/lib/AI/MXNet.pm	83
perl-package/AI-MXNet/lib/AI/MXNet/Base.pm	165
perl-package/AI-MXNet/lib/AI/MXNet/CachedOp.pm	79
perl-package/AI-MXNet/lib/AI/MXNet/Callback.pm	144
perl-package/AI-MXNet/lib/AI/MXNet/Context.pm	67
perl-package/AI-MXNet/lib/AI/MXNet/Contrib.pm	10
perl-package/AI-MXNet/lib/AI/MXNet/Contrib/AutoGrad.pm	122
perl-package/AI-MXNet/lib/AI/MXNet/Contrib/NDArray.pm	11
perl-package/AI-MXNet/lib/AI/MXNet/Contrib/Symbol.pm	11
perl-package/AI-MXNet/lib/AI/MXNet/Executor.pm	369
perl-package/AI-MXNet/lib/AI/MXNet/Executor/Group.pm	637
perl-package/AI-MXNet/lib/AI/MXNet/Function/Parameters.pm	33
perl-package/AI-MXNet/lib/AI/MXNet/IO.pm	541
perl-package/AI-MXNet/lib/AI/MXNet/Image.pm	525
perl-package/AI-MXNet/lib/AI/MXNet/Initializer.pm	524
perl-package/AI-MXNet/lib/AI/MXNet/KVStore.pm	170
perl-package/AI-MXNet/lib/AI/MXNet/KVStoreServer.pm	49
perl-package/AI-MXNet/lib/AI/MXNet/LRScheduler.pm	92
perl-package/AI-MXNet/lib/AI/MXNet/Logging.pm	6
perl-package/AI-MXNet/lib/AI/MXNet/Metric.pm	487
perl-package/AI-MXNet/lib/AI/MXNet/Module.pm	747
perl-package/AI-MXNet/lib/AI/MXNet/Module/Base.pm	471
perl-package/AI-MXNet/lib/AI/MXNet/Module/Bucketing.pm	335
perl-package/AI-MXNet/lib/AI/MXNet/Monitor.pm	129
perl-package/AI-MXNet/lib/AI/MXNet/NDArray.pm	806
perl-package/AI-MXNet/lib/AI/MXNet/NDArray/Base.pm	127
perl-package/AI-MXNet/lib/AI/MXNet/NDArray/Doc.pm	32
perl-package/AI-MXNet/lib/AI/MXNet/NDArray/Slice.pm	92
perl-package/AI-MXNet/lib/AI/MXNet/Optimizer.pm	866
perl-package/AI-MXNet/lib/AI/MXNet/Profiler.pm	20
perl-package/AI-MXNet/lib/AI/MXNet/RNN.pm	64
perl-package/AI-MXNet/lib/AI/MXNet/RNN/Cell.pm	1233
perl-package/AI-MXNet/lib/AI/MXNet/RNN/IO.pm	206
perl-package/AI-MXNet/lib/AI/MXNet/Random.pm	29
perl-package/AI-MXNet/lib/AI/MXNet/RecordIO.pm	192
perl-package/AI-MXNet/lib/AI/MXNet/Rtc.pm	65
perl-package/AI-MXNet/lib/AI/MXNet/Symbol.pm	857
perl-package/AI-MXNet/lib/AI/MXNet/Symbol/AttrScope.pm	25
perl-package/AI-MXNet/lib/AI/MXNet/Symbol/Base.pm	152
perl-package/AI-MXNet/lib/AI/MXNet/Symbol/Doc.pm	41
perl-package/AI-MXNet/lib/AI/MXNet/Symbol/NameManager.pm	41
perl-package/AI-MXNet/lib/AI/MXNet/TestUtils.pm	313
perl-package/AI-MXNet/lib/AI/MXNet/Types.pm	42
perl-package/AI-MXNet/lib/AI/MXNet/Util/Printable.pm	5
perl-package/AI-MXNet/lib/AI/MXNet/Visualization.pm	309
perl-package/AI-MXNet/t/AI-MXNet.t	4
perl-package/AI-MXNetCAPI/META.yml	22
perl-package/AI-MXNetCAPI/lib/AI/MXNetCAPI.pm	6
perl-package/AI-MXNetCAPI/mxnet.i	1573
perl-package/AI-MXNetCAPI/mxnet_typemaps.i	916
perl-package/AI-MXNetCAPI/t/AI-MXNetCAPI.t	4
perl-package/AI-NNVMCAPI/META.yml	22
perl-package/AI-NNVMCAPI/lib/AI/NNVMCAPI.pm	6
perl-package/AI-NNVMCAPI/nnvm.i	338
perl-package/AI-NNVMCAPI/nnvm_typemaps.i	299
perl-package/AI-NNVMCAPI/t/AI-NNVMCAPI.t	4
plugin/caffe/caffe_blob.cc	61
plugin/caffe/caffe_blob.h	61
plugin/caffe/caffe_common.cc	17
plugin/caffe/caffe_common.h	49
plugin/caffe/caffe_data_iter.cc	202
plugin/caffe/caffe_fieldentry.h	65
plugin/caffe/caffe_loss-inl.h	216
plugin/caffe/caffe_loss.cc	39
plugin/caffe/caffe_loss.cu	29
plugin/caffe/caffe_op-inl.h	255
plugin/caffe/caffe_op.cc	40
plugin/caffe/caffe_op.cu	29
plugin/caffe/caffe_stream.cc	11
plugin/caffe/caffe_stream.h	11
plugin/opencv/__init__.py	1
plugin/opencv/cv_api.cc	123
plugin/opencv/cv_api.h	24
plugin/opencv/opencv.py	94
plugin/sframe/iter_sframe.cc	181
plugin/torch/torch_base.cc	37
plugin/torch/torch_base.h	266
plugin/torch/torch_criterion-inl.h	175
plugin/torch/torch_criterion.cc	17
plugin/torch/torch_criterion.cu	16
plugin/torch/torch_function.cc	111
plugin/torch/torch_function.h	195
plugin/torch/torch_module-inl.h	386
plugin/torch/torch_module.cc	17
plugin/torch/torch_module.cu	16
plugin/warpctc/warpctc-inl.h	250
plugin/warpctc/warpctc.cc	17
plugin/warpctc/warpctc.cu	17
python/mxnet/__init__.py	42
python/mxnet/_ctypes/__init__.py	1
python/mxnet/_ctypes/ndarray.py	91
python/mxnet/_ctypes/symbol.py	70
python/mxnet/_cy2/__init__.py	1
python/mxnet/_cy3/__init__.py	1
python/mxnet/_ndarray_internal.py	1
python/mxnet/_symbol_internal.py	1
python/mxnet/attribute.py	29
python/mxnet/base.py	117
python/mxnet/callback.py	74
python/mxnet/context.py	39
python/mxnet/contrib/__init__.py	6
python/mxnet/contrib/autograd.py	91
python/mxnet/contrib/ndarray.py	1
python/mxnet/contrib/symbol.py	1
python/mxnet/contrib/tensorboard.py	18
python/mxnet/cython/base.pyi	85
python/mxnet/cython/ndarray.pyx	149
python/mxnet/cython/symbol.pyx	93
python/mxnet/executor.py	196
python/mxnet/executor_manager.py	243
python/mxnet/image.py	338
python/mxnet/initializer.py	315
python/mxnet/io.py	442
python/mxnet/kvstore.py	108
python/mxnet/kvstore_server.py	41
python/mxnet/libinfo.py	34
python/mxnet/log.py	60
python/mxnet/lr_scheduler.py	55
python/mxnet/metric.py	357
python/mxnet/misc.py	28
python/mxnet/model.py	514
python/mxnet/module/__init__.py	5
python/mxnet/module/base_module.py	279
python/mxnet/module/bucketing_module.py	189
python/mxnet/module/executor_group.py	311
python/mxnet/module/module.py	339
python/mxnet/module/python_module.py	108
python/mxnet/module/sequential_module.py	165
python/mxnet/monitor.py	79
python/mxnet/name.py	29
python/mxnet/ndarray.py	786
python/mxnet/ndarray_doc.py	31
python/mxnet/notebook/__init__.py	9
python/mxnet/notebook/callback.py	213
python/mxnet/operator.py	517
python/mxnet/optimizer.py	459
python/mxnet/profiler.py	13
python/mxnet/random.py	15
python/mxnet/recordio.py	142
python/mxnet/registry.py	67
python/mxnet/rnn/__init__.py	6
python/mxnet/rnn/io.py	111
python/mxnet/rnn/rnn.py	26
python/mxnet/rnn/rnn_cell.py	808
python/mxnet/rtc.py	41
python/mxnet/symbol.py	946
python/mxnet/symbol_doc.py	39
python/mxnet/torch.py	126
python/mxnet/visualization.py	207
python/setup.py	66
readthedocs.yml	3
scala-package/core/src/main/scala/ml/dmlc/mxnet/AttrScope.scala	25
scala-package/core/src/main/scala/ml/dmlc/mxnet/Base.scala	106
scala-package/core/src/main/scala/ml/dmlc/mxnet/Callback.scala	34
scala-package/core/src/main/scala/ml/dmlc/mxnet/Context.scala	44
scala-package/core/src/main/scala/ml/dmlc/mxnet/DType.scala	18
scala-package/core/src/main/scala/ml/dmlc/mxnet/EvalMetric.scala	212
scala-package/core/src/main/scala/ml/dmlc/mxnet/Executor.scala	188
scala-package/core/src/main/scala/ml/dmlc/mxnet/ExecutorManager.scala	354
scala-package/core/src/main/scala/ml/dmlc/mxnet/FeedForward.scala	430
scala-package/core/src/main/scala/ml/dmlc/mxnet/IO.scala	117
scala-package/core/src/main/scala/ml/dmlc/mxnet/Initializer.scala	98
scala-package/core/src/main/scala/ml/dmlc/mxnet/KVStore.scala	143
scala-package/core/src/main/scala/ml/dmlc/mxnet/KVStoreServer.scala	73
scala-package/core/src/main/scala/ml/dmlc/mxnet/LRScheduler.scala	19
scala-package/core/src/main/scala/ml/dmlc/mxnet/LibInfo.scala	274
scala-package/core/src/main/scala/ml/dmlc/mxnet/Model.scala	236
scala-package/core/src/main/scala/ml/dmlc/mxnet/Monitor.scala	77
scala-package/core/src/main/scala/ml/dmlc/mxnet/NDArray.scala	751
scala-package/core/src/main/scala/ml/dmlc/mxnet/NameManager.scala	31
scala-package/core/src/main/scala/ml/dmlc/mxnet/Operator.scala	131
scala-package/core/src/main/scala/ml/dmlc/mxnet/Optimizer.scala	191
scala-package/core/src/main/scala/ml/dmlc/mxnet/Profiler.scala	17
scala-package/core/src/main/scala/ml/dmlc/mxnet/Random.scala	37
scala-package/core/src/main/scala/ml/dmlc/mxnet/RecordIO.scala	146
scala-package/core/src/main/scala/ml/dmlc/mxnet/Rtc.scala	32
scala-package/core/src/main/scala/ml/dmlc/mxnet/Serializer.scala	41
scala-package/core/src/main/scala/ml/dmlc/mxnet/Shape.scala	30
scala-package/core/src/main/scala/ml/dmlc/mxnet/Symbol.scala	826
scala-package/core/src/main/scala/ml/dmlc/mxnet/Visualization.scala	251
scala-package/core/src/main/scala/ml/dmlc/mxnet/contrib/NDArray.scala	6
scala-package/core/src/main/scala/ml/dmlc/mxnet/contrib/Symbol.scala	6
scala-package/core/src/main/scala/ml/dmlc/mxnet/io/MXDataIter.scala	100
scala-package/core/src/main/scala/ml/dmlc/mxnet/io/NDArrayIter.scala	115
scala-package/core/src/main/scala/ml/dmlc/mxnet/io/PrefetchingIter.scala	107
scala-package/core/src/main/scala/ml/dmlc/mxnet/io/ResizeIter.scala	76
scala-package/core/src/main/scala/ml/dmlc/mxnet/module/BaseModule.scala	270
scala-package/core/src/main/scala/ml/dmlc/mxnet/module/DataParallelExecutorGroup.scala	483
scala-package/core/src/main/scala/ml/dmlc/mxnet/module/Module.scala	328
scala-package/core/src/main/scala/ml/dmlc/mxnet/module/SequentialModule.scala	199
scala-package/core/src/main/scala/ml/dmlc/mxnet/optimizer/AdaDelta.scala	61
scala-package/core/src/main/scala/ml/dmlc/mxnet/optimizer/AdaGrad.scala	41
scala-package/core/src/main/scala/ml/dmlc/mxnet/optimizer/Adam.scala	92
scala-package/core/src/main/scala/ml/dmlc/mxnet/optimizer/DCASGD.scala	79
scala-package/core/src/main/scala/ml/dmlc/mxnet/optimizer/NAG.scala	70
scala-package/core/src/main/scala/ml/dmlc/mxnet/optimizer/RMSProp.scala	65
scala-package/core/src/main/scala/ml/dmlc/mxnet/optimizer/SGD.scala	72
scala-package/core/src/main/scala/ml/dmlc/mxnet/optimizer/SGLD.scala	47
scala-package/core/src/main/scala/ml/dmlc/mxnet/util/NativeLibraryLoader.scala	98
scala-package/core/src/main/scala/ml/dmlc/mxnet/util/SerializerUtils.scala	51
scala-package/init-native/src/main/native/ml_dmlc_mxnet_init_native_c_api.cc	75
scala-package/init/src/main/scala/ml/dmlc/mxnet/init/Base.scala	27
scala-package/init/src/main/scala/ml/dmlc/mxnet/init/LibInfo.scala	16
scala-package/macros/src/main/scala/ml/dmlc/mxnet/NDArrayMacro.scala	140
scala-package/macros/src/main/scala/ml/dmlc/mxnet/SymbolMacro.scala	132
scala-package/macros/src/main/scala/ml/dmlc/mxnet/utils/OperatorBuildUtils.scala	13
scala-package/native/src/main/native/jni_helper_func.h	36
scala-package/native/src/main/native/ml_dmlc_mxnet_native_c_api.cc	2161
scala-package/scalastyle-config.xml	103
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/MXNDArray.scala	15
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/MXNet.scala	145
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/MXNetModel.scala	38
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/MXNetParams.scala	31
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/ParameterServer.scala	134
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/example/ClassificationExample.scala	144
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/io/LabeledPointIter.scala	81
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/io/LongLivingDataBatch.scala	10
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/io/PointIter.scala	80
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/transformer/MXNet.scala	115
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/utils/Img2Vector.scala	54
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/utils/Network.scala	40
scala-package/spark/src/main/scala/ml/dmlc/mxnet/spark/utils/RepIterator.scala	24
snapcraft.yaml	56
src/c_api/c_api.cc	881
src/c_api/c_api_common.h	72
src/c_api/c_api_error.cc	8
src/c_api/c_api_executor.cc	393
src/c_api/c_api_ndarray.cc	514
src/c_api/c_api_symbolic.cc	487
src/c_api/c_predict_api.cc	302
src/common/cuda_utils.h	153
src/common/lazy_alloc_array.h	128
src/common/mxrtc.cc	128
src/common/object_pool.h	119
src/common/utils.h	53
src/engine/engine.cc	41
src/engine/engine_impl.h	49
src/engine/naive_engine.cc	165
src/engine/profiler.cc	178
src/engine/profiler.h	72
src/engine/stream_manager.h	115
src/engine/thread_pool.h	82
src/engine/threaded_engine.cc	343
src/engine/threaded_engine.h	198
src/engine/threaded_engine_perdevice.cc	178
src/engine/threaded_engine_pooled.cc	77
src/executor/attach_op_execs_pass.cc	217
src/executor/attach_op_resource_pass.cc	40
src/executor/exec_pass.h	30
src/executor/graph_executor.cc	1126
src/executor/graph_executor.h	148
src/executor/inplace_addto_detect_pass.cc	50
src/initialize.cc	43
src/io/image_aug_default.cc	282
src/io/image_augmenter.h	36
src/io/image_det_aug_default.cc	533
src/io/image_io.cc	263
src/io/image_iter_common.h	224
src/io/image_recordio.h	49
src/io/inst_vector.h	153
src/io/io.cc	17
src/io/iter_batchloader.h	123
src/io/iter_csv.cc	166
src/io/iter_image_det_recordio.cc	459
src/io/iter_image_recordio.cc	290
src/io/iter_image_recordio_2.cc	514
src/io/iter_mnist.cc	208
src/io/iter_normalize.h	292
src/io/iter_prefetcher.h	105
src/kvstore/comm.h	293
src/kvstore/kvstore.cc	36
src/kvstore/kvstore_dist.h	245
src/kvstore/kvstore_dist_server.h	182
src/kvstore/kvstore_local.h	140
src/ndarray/autograd.cc	201
src/ndarray/autograd.h	85
src/ndarray/ndarray.cc	797
src/ndarray/ndarray_function-inl.h	399
src/ndarray/ndarray_function.cc	22
src/ndarray/ndarray_function.cu	70
src/ndarray/ndarray_function.h	118
src/nnvm/legacy_json_util.cc	175
src/nnvm/legacy_op_util.cc	367
src/operator/activation-inl.h	149
src/operator/activation.cc	67
src/operator/activation.cu	48
src/operator/batch_norm-inl.h	357
src/operator/batch_norm.cc	315
src/operator/batch_norm.cu	572
src/operator/batch_norm_v1-inl.h	311
src/operator/batch_norm_v1.cc	61
src/operator/batch_norm_v1.cu	15
src/operator/bilinear_sampler-inl.h	184
src/operator/bilinear_sampler.cc	155
src/operator/bilinear_sampler.cu	198
src/operator/channel_op_common.h	73
src/operator/concat-inl.h	205
src/operator/concat.cc	67
src/operator/concat.cu	19
src/operator/contrib/count_sketch-inl.h	184
src/operator/contrib/count_sketch.cc	37
src/operator/contrib/count_sketch.cu	162
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/ctaloadbalance.cuh	111
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/ctamerge.cuh	277
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/ctascan.cuh	256
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/ctasearch.cuh	171
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/ctasegreduce.cuh	201
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/ctasegscan.cuh	113
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/ctasegsort.cuh	366
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/ctasortedsearch.cuh	186
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/devicetypes.cuh	323
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/deviceutil.cuh	120
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/intrinsics.cuh	354
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/loadstore.cuh	574
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/serialsets.cuh	200
src/operator/contrib/ctc_include/contrib/moderngpu/include/device/sortnetwork.cuh	151
src/operator/contrib/ctc_include/contrib/moderngpu/include/mgpudevice.cuh	244
src/operator/contrib/ctc_include/contrib/moderngpu/include/mgpuenums.h	29
src/operator/contrib/ctc_include/contrib/moderngpu/include/util/static.h	116
src/operator/contrib/ctc_include/detail/cpu_ctc.h	358
src/operator/contrib/ctc_include/detail/ctc_helper.h	59
src/operator/contrib/ctc_include/detail/gpu_ctc.h	371
src/operator/contrib/ctc_include/detail/gpu_ctc_kernels.h	318
src/operator/contrib/ctc_include/detail/hostdevice.h	6
src/operator/contrib/ctc_loss-inl.h	204
src/operator/contrib/ctc_loss.cc	65
src/operator/contrib/ctc_loss.cu	37
src/operator/contrib/deformable_convolution-inl.h	419
src/operator/contrib/deformable_convolution.cc	60
src/operator/contrib/deformable_convolution.cu	24
src/operator/contrib/deformable_psroi_pooling-inl.h	232
src/operator/contrib/deformable_psroi_pooling.cc	79
src/operator/contrib/deformable_psroi_pooling.cu	379
src/operator/contrib/dequantize-inl.h	80
src/operator/contrib/dequantize.cc	27
src/operator/contrib/dequantize.cu	12
src/operator/contrib/fft-inl.h	242
src/operator/contrib/fft.cc	27
src/operator/contrib/fft.cu	19
src/operator/contrib/ifft-inl.h	244
src/operator/contrib/ifft.cc	28
src/operator/contrib/ifft.cu	19
src/operator/contrib/multi_proposal-inl.h	248
src/operator/contrib/multi_proposal.cc	44
src/operator/contrib/multi_proposal.cu	523
src/operator/contrib/multibox_detection-inl.h	160
src/operator/contrib/multibox_detection.cc	157
src/operator/contrib/multibox_detection.cu	213
src/operator/contrib/multibox_prior-inl.h	170
src/operator/contrib/multibox_prior.cc	68
src/operator/contrib/multibox_prior.cu	89
src/operator/contrib/multibox_target-inl.h	223
src/operator/contrib/multibox_target.cc	259
src/operator/contrib/multibox_target.cu	386
src/operator/contrib/nn/deformable_im2col.cuh	470
src/operator/contrib/nn/deformable_im2col.h	45
src/operator/contrib/proposal-inl.h	248
src/operator/contrib/proposal.cc	371
src/operator/contrib/proposal.cu	511
src/operator/contrib/psroi_pooling-inl.h	172
src/operator/contrib/psroi_pooling.cc	62
src/operator/contrib/psroi_pooling.cu	232
src/operator/contrib/quantize-inl.h	83
src/operator/contrib/quantize.cc	27
src/operator/contrib/quantize.cu	12
src/operator/convolution-inl.h	506
src/operator/convolution.cc	124
src/operator/convolution.cu	90
src/operator/convolution_v1-inl.h	488
src/operator/convolution_v1.cc	41
src/operator/convolution_v1.cu	26
src/operator/correlation-inl.h	224
src/operator/correlation.cc	137
src/operator/correlation.cu	607
src/operator/crop-inl.h	185
src/operator/crop.cc	24
src/operator/crop.cu	15
src/operator/cross_device_copy.cc	47
src/operator/cudnn_activation-inl.h	197
src/operator/cudnn_algoreg-inl.h	82
src/operator/cudnn_algoreg.cc	15
src/operator/cudnn_batch_norm-inl.h	315
src/operator/cudnn_batch_norm.cc	36
src/operator/cudnn_batch_norm.cu	18
src/operator/cudnn_bilinear_sampler-inl.h	151
src/operator/cudnn_convolution-inl.h	638
src/operator/cudnn_deconvolution-inl.h	658
src/operator/cudnn_lrn-inl.h	125
src/operator/cudnn_pooling-inl.h	267
src/operator/cudnn_rnn-inl.h	453
src/operator/cudnn_softmax_activation-inl.h	153
src/operator/cudnn_spatial_transformer-inl.h	167
src/operator/custom/custom-inl.h	259
src/operator/custom/custom.cc	173
src/operator/custom/native_op-inl.h	241
src/operator/custom/native_op.cc	17
src/operator/custom/native_op.cu	15
src/operator/custom/ndarray_op-inl.h	149
src/operator/custom/ndarray_op.cc	111
src/operator/deconvolution-inl.h	600
src/operator/deconvolution.cc	36
src/operator/deconvolution.cu	93
src/operator/dropout-inl.h	215
src/operator/dropout.cc	48
src/operator/dropout.cu	19
src/operator/elemwise_op_common.h	125
src/operator/fully_connected-inl.h	191
src/operator/fully_connected.cc	62
src/operator/fully_connected.cu	21
src/operator/grid_generator-inl.h	279
src/operator/grid_generator.cc	28
src/operator/grid_generator.cu	19
src/operator/identity_attach_KL_sparse_reg-inl.h	145
src/operator/identity_attach_KL_sparse_reg.cc	26
src/operator/identity_attach_KL_sparse_reg.cu	14
src/operator/instance_norm-inl.h	207
src/operator/instance_norm.cc	57
src/operator/instance_norm.cu	15
src/operator/l2_normalization-inl.h	249
src/operator/l2_normalization.cc	54
src/operator/l2_normalization.cu	14
src/operator/leaky_relu-inl.h	275
src/operator/leaky_relu.cc	35
src/operator/leaky_relu.cu	15
src/operator/loss_binary_op-inl.h	75
src/operator/loss_binary_op.cc	44
src/operator/loss_binary_op.cu	14
src/operator/lrn-inl.h	169
src/operator/lrn.cc	43
src/operator/lrn.cu	31
src/operator/make_loss-inl.h	166
src/operator/make_loss.cc	40
src/operator/make_loss.cu	18
src/operator/mkl/mkl_batch_norm-inl.h	327
src/operator/mkl/mkl_concat-inl.h	265
src/operator/mkl/mkl_convolution-inl.h	434
src/operator/mkl/mkl_cppwrapper.cc	18
src/operator/mkl/mkl_cppwrapper.h	925
src/operator/mkl/mkl_elementwise_copy-inl.h	40
src/operator/mkl/mkl_elementwise_sum-inl.h	79
src/operator/mkl/mkl_fully_connected-inl.h	149
src/operator/mkl/mkl_lrn-inl.h	216
src/operator/mkl/mkl_memory-inl.h	102
src/operator/mkl/mkl_memory.cc	240
src/operator/mkl/mkl_memory.h	91
src/operator/mkl/mkl_pooling-inl.h	308
src/operator/mkl/mkl_relu-inl.h	238
src/operator/mkl/mkl_util-inl.h	85
src/operator/mshadow_op.h	933
src/operator/mxnet_op.h	160
src/operator/nn/im2col.cuh	500
src/operator/nn/im2col.h	195
src/operator/nn/pool.cuh	804
src/operator/nn/pool.h	600
src/operator/nn/softmax-inl.h	218
src/operator/nn/softmax.cc	50
src/operator/nn/softmax.cu	21
src/operator/nnpack/nnpack_convolution-inl.h	93
src/operator/nnpack/nnpack_fully_connected-inl.h	78
src/operator/nnpack/nnpack_pooling-inl.h	61
src/operator/nnpack/nnpack_util.cc	8
src/operator/nnpack/nnpack_util.h	31
src/operator/operator.cc	15
src/operator/operator_common.h	231
src/operator/operator_util.cc	954
src/operator/optimizer_op-inl.h	492
src/operator/optimizer_op.cc	186
src/operator/optimizer_op.cu	25
src/operator/pad-inl.h	202
src/operator/pad.cc	616
src/operator/pad.cu	626
src/operator/pooling-inl.h	277
src/operator/pooling.cc	94
src/operator/pooling.cu	47
src/operator/pooling_v1-inl.h	297
src/operator/pooling_v1.cc	62
src/operator/pooling_v1.cu	33
src/operator/random/multisample_op.cc	299
src/operator/random/multisample_op.h	138
src/operator/random/sample_multinomial_op.cc	72
src/operator/random/sample_multinomial_op.cu	25
src/operator/random/sample_multinomial_op.h	147
src/operator/random/sample_op.cc	95
src/operator/random/sample_op.cu	71
src/operator/random/sample_op.h	360
src/operator/regression_output-inl.h	146
src/operator/regression_output.cc	69
src/operator/regression_output.cu	26
src/operator/rnn-inl.h	261
src/operator/rnn.cc	33
src/operator/rnn.cu	27
src/operator/roi_pooling-inl.h	178
src/operator/roi_pooling.cc	225
src/operator/roi_pooling.cu	224
src/operator/sequence_last-inl.h	191
src/operator/sequence_last.cc	63
src/operator/sequence_last.cu	17
src/operator/sequence_mask-inl.h	180
src/operator/sequence_mask.cc	88
src/operator/sequence_mask.cu	55
src/operator/sequence_op_common.h	36
src/operator/sequence_reverse-inl.h	199
src/operator/sequence_reverse.cc	77
src/operator/sequence_reverse.cu	18
src/operator/slice_channel-inl.h	238
src/operator/slice_channel.cc	66
src/operator/slice_channel.cu	19
src/operator/softmax_activation-inl.h	157
src/operator/softmax_activation.cc	34
src/operator/softmax_activation.cu	23
src/operator/softmax_output-inl.h	342
src/operator/softmax_output.cc	91
src/operator/softmax_output.cu	19
src/operator/spatial_transformer-inl.h	230
src/operator/spatial_transformer.cc	119
src/operator/spatial_transformer.cu	152
src/operator/special_functions-inl.h	128
src/operator/svm_output-inl.h	174
src/operator/svm_output.cc	69
src/operator/svm_output.cu	87
src/operator/swapaxis-inl.h	163
src/operator/swapaxis.cc	41
src/operator/swapaxis.cu	19
src/operator/tensor/broadcast_reduce-inl.cuh	547
src/operator/tensor/broadcast_reduce-inl.h	254
src/operator/tensor/broadcast_reduce_op.h	639
src/operator/tensor/broadcast_reduce_op_index.cc	114
src/operator/tensor/broadcast_reduce_op_index.cu	21
src/operator/tensor/broadcast_reduce_op_value.cc	185
src/operator/tensor/broadcast_reduce_op_value.cu	46
src/operator/tensor/control_flow_op.cc	54
src/operator/tensor/control_flow_op.cu	14
src/operator/tensor/control_flow_op.h	160
src/operator/tensor/elemwise_binary_broadcast_op.h	222
src/operator/tensor/elemwise_binary_broadcast_op_basic.cc	145
src/operator/tensor/elemwise_binary_broadcast_op_basic.cu	37
src/operator/tensor/elemwise_binary_broadcast_op_extended.cc	118
src/operator/tensor/elemwise_binary_broadcast_op_extended.cu	32
src/operator/tensor/elemwise_binary_broadcast_op_logic.cc	79
src/operator/tensor/elemwise_binary_broadcast_op_logic.cu	24
src/operator/tensor/elemwise_binary_op.h	199
src/operator/tensor/elemwise_binary_op_basic.cc	79
src/operator/tensor/elemwise_binary_op_basic.cu	39
src/operator/tensor/elemwise_binary_op_extended.cc	64
src/operator/tensor/elemwise_binary_op_extended.cu	31
src/operator/tensor/elemwise_binary_op_logic.cc	30
src/operator/tensor/elemwise_binary_op_logic.cu	23
src/operator/tensor/elemwise_binary_scalar_op.h	60
src/operator/tensor/elemwise_binary_scalar_op_basic.cc	51
src/operator/tensor/elemwise_binary_scalar_op_basic.cu	34
src/operator/tensor/elemwise_binary_scalar_op_extended.cc	64
src/operator/tensor/elemwise_binary_scalar_op_extended.cu	36
src/operator/tensor/elemwise_binary_scalar_op_logic.cc	31
src/operator/tensor/elemwise_binary_scalar_op_logic.cu	24
src/operator/tensor/elemwise_sum.cc	74
src/operator/tensor/elemwise_sum.cu	12
src/operator/tensor/elemwise_sum.h	98
src/operator/tensor/elemwise_unary_op.cc	454
src/operator/tensor/elemwise_unary_op.cu	186
src/operator/tensor/elemwise_unary_op.h	150
src/operator/tensor/indexing_op-inl.cuh	267
src/operator/tensor/indexing_op.cc	182
src/operator/tensor/indexing_op.cu	23
src/operator/tensor/indexing_op.h	547
src/operator/tensor/init_op.cc	71
src/operator/tensor/init_op.cu	20
src/operator/tensor/init_op.h	159
src/operator/tensor/la_op.cc	324
src/operator/tensor/la_op.h	377
src/operator/tensor/la_op_inline.h	277
src/operator/tensor/matrix_op-inl.h	1533
src/operator/tensor/matrix_op.cc	506
src/operator/tensor/matrix_op.cu	56
src/operator/tensor/ordering_op-inl.h	422
src/operator/tensor/ordering_op.cc	139
src/operator/tensor/ordering_op.cu	19
src/operator/tensor/sort_op-inl.cuh	122
src/operator/tensor/sort_op.h	57
src/operator/upsampling-inl.h	286
src/operator/upsampling.cc	59
src/operator/upsampling.cu	42
src/optimizer/sgd-inl.h	144
src/resource.cc	207
src/storage/cpu_device_storage.h	36
src/storage/gpu_device_storage.h	39
src/storage/naive_storage_manager.h	30
src/storage/pinned_memory_storage.h	28
src/storage/pooled_storage_manager.h	83
src/storage/storage.cc	127
src/storage/storage_manager.h	15
tools/accnn/acc_conv.py	66
tools/accnn/acc_fc.py	51
tools/accnn/accnn.py	35
tools/accnn/rank_selection.py	83
tools/accnn/utils.py	94
tools/bandwidth/measure.py	107
tools/caffe_converter/caffe.proto	1253
tools/caffe_converter/caffe_parser.py	49
tools/caffe_converter/caffe_proto_utils.py	113
tools/caffe_converter/compare_layers.py	207
tools/caffe_converter/convert_caffe_modelzoo.py	88
tools/caffe_converter/convert_mean.py	25
tools/caffe_converter/convert_model.py	150
tools/caffe_converter/convert_symbol.py	227
tools/im2rec.cc	257
tools/im2rec.py	286
tools/kill-mxnet.py	27
tools/launch.py	74
tools/parse_log.py	41
tools/pip_package/MANIFEST.in	3
tools/pip_package/setup.py	31