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authorGravatar Yong Tang <yong.tang.github@outlook.com>2017-10-18 09:18:00 -0700
committerGravatar Vijay Vasudevan <vrv@google.com>2017-10-18 09:18:00 -0700
commit139e1e0771faeaa614e3c6672a5c203866ba0176 (patch)
tree2eaf849d3c2ca5813cc9bc9296cfac243ab7c906 /.gitignore
parentbedfe8ac14bddbf21c5acf80d55abff9df4a7967 (diff)
Add `int64` axis support for `tf.cumsum` and `tf.cumprod` (#13791)
* Add `int64` axis support for `tf.cumsum` and `tf.cumprod` This fix adds `int64` axis support for `tf.cumsum` and `tf.cumprod`. Though `int64` is the registered data type for `axis` (`Tidx`), no kernel is available. The issue could be described as: ``` >>> import tensorflow as tf >>> v = tf.cumsum([1, 2, 3], tf.constant(0, tf.int64)) >>> tf.Session().run(v) Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 889, in run run_metadata_ptr) File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 1120, in _run feed_dict_tensor, options, run_metadata) File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 1317, in _do_run options, run_metadata) File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 1336, in _do_call raise type(e)(node_def, op, message) tensorflow.python.framework.errors_impl.InvalidArgumentError: No OpKernel was registered to support Op 'Cumsum' with these attrs. Registered devices: [CPU], Registered kernels: device='CPU'; T in [DT_COMPLEX128]; Tidx in [DT_INT32] device='CPU'; T in [DT_COMPLEX64]; Tidx in [DT_INT32] device='CPU'; T in [DT_DOUBLE]; Tidx in [DT_INT32] device='CPU'; T in [DT_FLOAT]; Tidx in [DT_INT32] device='CPU'; T in [DT_HALF]; Tidx in [DT_INT32] device='CPU'; T in [DT_INT8]; Tidx in [DT_INT32] device='CPU'; T in [DT_UINT8]; Tidx in [DT_INT32] device='CPU'; T in [DT_INT16]; Tidx in [DT_INT32] device='CPU'; T in [DT_UINT16]; Tidx in [DT_INT32] device='CPU'; T in [DT_INT32]; Tidx in [DT_INT32] device='CPU'; T in [DT_INT64]; Tidx in [DT_INT32] [[Node: Cumsum = Cumsum[T=DT_INT32, Tidx=DT_INT64, exclusive=false, reverse=false](Cumsum/x, Const)]] Caused by op u'Cumsum', defined at: File "<stdin>", line 1, in <module> File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/math_ops.py", line 2246, in cumsum x, axis, exclusive=exclusive, reverse=reverse, name=name) File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/gen_math_ops.py", line 1370, in cumsum name=name) File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper op_def=op_def) File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 2966, in create_op op_def=op_def) File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 1473, in __init__ self._traceback = self._graph._extract_stack() # pylint: disable=protected-access InvalidArgumentError (see above for traceback): No OpKernel was registered to support Op 'Cumsum' with these attrs. Registered devices: [CPU], Registered kernels: device='CPU'; T in [DT_COMPLEX128]; Tidx in [DT_INT32] device='CPU'; T in [DT_COMPLEX64]; Tidx in [DT_INT32] device='CPU'; T in [DT_DOUBLE]; Tidx in [DT_INT32] device='CPU'; T in [DT_FLOAT]; Tidx in [DT_INT32] device='CPU'; T in [DT_HALF]; Tidx in [DT_INT32] device='CPU'; T in [DT_INT8]; Tidx in [DT_INT32] device='CPU'; T in [DT_UINT8]; Tidx in [DT_INT32] device='CPU'; T in [DT_INT16]; Tidx in [DT_INT32] device='CPU'; T in [DT_UINT16]; Tidx in [DT_INT32] device='CPU'; T in [DT_INT32]; Tidx in [DT_INT32] device='CPU'; T in [DT_INT64]; Tidx in [DT_INT32] [[Node: Cumsum = Cumsum[T=DT_INT32, Tidx=DT_INT64, exclusive=false, reverse=false](Cumsum/x, Const)]] >>> ``` This fix adds the missing kernel. Signed-off-by: Yong Tang <yong.tang.github@outlook.com> * Add test cases for `int64` axis support of `tf.cumsum` and `tf.cumprod` Signed-off-by: Yong Tang <yong.tang.github@outlook.com> * Reformat scan_ops.cc with `clang-format -i` Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
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