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    from bc5df6e  Merge pull request #598 from XJDKC/SoftMax_Algorithm
     new 42b25f4  format on latest dev
     new a31511d  updated clang-format version to sync with other OS
     new 4739c6e  test onnx backend different result
     new 3d842f8  added model operation and nccl in io
     new 1123c77  updated format shell script for extra files
     new ee69cc8  Merge pull request #603 from dcslin/format2

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Summary of changes:
 examples/autograd/mnist_cnn.py           |   4 +-
 examples/autograd/resnet_cifar10.py      |   4 +-
 include/singa/core/common.h              |  14 +--
 include/singa/core/device.h              |   5 +-
 include/singa/core/memory.h              |   1 +
 include/singa/core/tensor.h              |   2 +-
 include/singa/io/communicator.h          |  12 +-
 include/singa/utils/channel.h            |  38 +++---
 include/singa/utils/cuda_utils.h         |  20 ++--
 include/singa/utils/dnnl_utils.h         |  47 ++++----
 include/singa/utils/factory.h            |  42 +++----
 include/singa/utils/integer.h            |   2 +-
 include/singa/utils/logging.h            |  39 +++---
 include/singa/utils/opencl_utils.h       |  39 +++---
 include/singa/utils/safe_queue.h         |  38 +++---
 include/singa/utils/singleton.h          |  38 +++---
 include/singa/utils/string.h             |  39 +++---
 include/singa/utils/timer.h              |   2 +-
 include/singa/utils/tinydir.h            |  11 +-
 src/core/device/cpp_cpu.cc               |   7 +-
 src/core/device/cuda_gpu.cc              |   2 +
 src/core/device/platform.cc              |   1 +
 src/core/memory/memory.cc                |   4 +-
 src/core/tensor/math_kernel.h            |  41 +++----
 src/core/tensor/tensor.cc                | 199 ++++++++++++++++++-------------
 src/core/tensor/tensor_math.h            |   1 +
 src/core/tensor/tensor_math_cpp.h        |   2 +
 src/core/tensor/tensor_math_cuda.h       |   6 +-
 src/core/tensor/tensor_math_opencl.h     |  16 ++-
 src/io/communicator.cc                   |   6 +-
 src/model/operation/batchnorm.cc         |  44 ++++---
 src/model/operation/batchnorm.h          |  38 +++---
 src/model/operation/convolution.cc       |  41 +++----
 src/model/operation/convolution.h        |  38 +++---
 src/model/operation/pooling.cc           |  39 +++---
 src/model/operation/pooling.h            |  59 +++++----
 src/utils/channel.cc                     |  38 +++---
 src/utils/logging.cc                     |  38 +++---
 test/python/test_onnx_backend.py         |  47 ++++----
 test/python/test_operation.py            |  92 +++++++++-----
 test/singa/test_accuracy.cc              |  38 +++---
 test/singa/test_activation.cc            |  39 +++---
 test/singa/test_adagrad.cc               |  39 +++---
 test/singa/test_batchnorm.cc             |  39 +++---
 test/singa/test_binfile_rw.cc            |  38 +++---
 test/singa/test_channel.cc               |  38 +++---
 test/singa/test_concat.cc                |  38 +++---
 test/singa/test_convolution.cc           |  39 +++---
 test/singa/test_cpp_cpu.cc               |  40 +++----
 test/singa/test_cross_entropy.cc         |  38 +++---
 test/singa/test_csv.cc                   |  39 +++---
 test/singa/test_cudnn_activation.cc      |  39 +++---
 test/singa/test_cudnn_batchnorm.cc       |  38 +++---
 test/singa/test_cudnn_convolution.cc     |  38 +++---
 test/singa/test_cudnn_dropout.cc         |  38 +++---
 test/singa/test_cudnn_lrn.cc             |  38 +++---
 test/singa/test_cudnn_pooling.cc         |  38 +++---
 test/singa/test_cudnn_rnn.cc             |  38 +++---
 test/singa/test_cudnn_softmax.cc         |  39 +++---
 test/singa/test_dense.cc                 |  38 +++---
 test/singa/test_dropout.cc               |  38 +++---
 test/singa/test_ep.cc                    |  40 ++++---
 test/singa/test_flatten.cc               |  38 +++---
 test/singa/test_image_transformer.cc     |  40 ++++---
 test/singa/test_jpg.cc                   |  39 +++---
 test/singa/test_lmdb_rw.cc               |  38 +++---
 test/singa/test_logging.cc               |  38 +++---
 test/singa/test_lrn.cc                   |  38 +++---
 test/singa/test_memory.cc                |  38 +++---
 test/singa/test_mse.cc                   |  38 +++---
 test/singa/test_nesterov.cc              |  38 +++---
 test/singa/test_opencl.cc                |  40 +++----
 test/singa/test_opencl_convolution.cc    |  39 +++---
 test/singa/test_opencl_device.cc         |  40 +++----
 test/singa/test_opencl_pooling.cc        |  39 +++---
 test/singa/test_operation_batchnorm.cc   |  67 ++++++-----
 test/singa/test_operation_convolution.cc |  54 ++++-----
 test/singa/test_operation_pooling.cc     |  44 ++++---
 test/singa/test_platform.cc              |   1 +
 test/singa/test_pooling.cc               |  39 +++---
 test/singa/test_prelu.cc                 |  38 +++---
 test/singa/test_rmsprop.cc               |  39 +++---
 test/singa/test_sgd.cc                   |  38 +++---
 test/singa/test_slice.cc                 |  38 +++---
 test/singa/test_snapshot.cc              |  38 +++---
 test/singa/test_softmax.cc               |  41 +++----
 test/singa/test_tensor.cc                |   4 +-
 test/singa/test_tensor_math.cc           |  10 +-
 test/singa/test_textfile_rw.cc           |  38 +++---
 tool/code-format/format.sh               |  15 ++-
 90 files changed, 1545 insertions(+), 1465 deletions(-)

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