"ValueError: Buffer dtype mismatch, expected 'int_t' but got 'long long'" for sample_with_gt_wrapper

[mengcz13]

System: Windows Server 2012
Compiler (for Cython): Visual Studio 2015

2017-10-22 19:58:16.567423: W C:\tf_jenkins\home\workspace\rel-win\M\windows-gpu\PY\36\tensorflow\core\framework\op_kernel.cc:1192] Invalid argument: ValueError: Buffer dtype mismatch, expected 'int_t' but got 'long long'
2017-10-22 19:58:16.805144: W C:\tf_jenkins\home\workspace\rel-win\M\windows-gpu\PY\36\tensorflow\core\framework\op_kernel.cc:1192] Invalid argument: ValueError: Buffer dtype mismatch, expected 'int_t' but got 'long long'
         [[Node: pyramid_1/SampleBoxesWithGT/PyFunc = PyFunc[Tin=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_BOOL], Tout=[DT_FLOAT, DT_FLOAT, DT_INT32, DT_FLOAT, DT_FLOAT, DT_INT32], token="pyfunc_5", _device="/job:localhost/replica:0/task:0/cpu:0"](pyramid_1/AnchorDecoder/Reshape/_2661, pyramid_1/strided_slice_8/_2663, random_shuffle_queue_Dequeue:3, pyramid_1/SampleBoxesWithGT/PyFunc/input_3)]]
2017-10-22 19:58:16.805139: W C:\tf_jenkins\home\workspace\rel-win\M\windows-gpu\PY\36\tensorflow\core\framework\op_kernel.cc:1192] Invalid argument: ValueError: Buffer dtype mismatch, expected 'int_t' but got 'long long'
         [[Node: pyramid_1/SampleBoxesWithGT/PyFunc = PyFunc[Tin=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_BOOL], Tout=[DT_FLOAT, DT_FLOAT, DT_INT32, DT_FLOAT, DT_FLOAT, DT_INT32], token="pyfunc_5", _device="/job:localhost/replica:0/task:0/cpu:0"](pyramid_1/AnchorDecoder/Reshape/_2661, pyramid_1/strided_slice_8/_2663, random_shuffle_queue_Dequeue:3, pyramid_1/SampleBoxesWithGT/PyFunc/input_3)]]
2017-10-22 19:58:16.805218: W C:\tf_jenkins\home\workspace\rel-win\M\windows-gpu\PY\36\tensorflow\core\framework\op_kernel.cc:1192] Invalid argument: ValueError: Buffer dtype mismatch, expected 'int_t' but got 'long long'
         [[Node: pyramid_1/SampleBoxesWithGT/PyFunc = PyFunc[Tin=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_BOOL], Tout=[DT_FLOAT, DT_FLOAT, DT_INT32, DT_FLOAT, DT_FLOAT, DT_INT32], token="pyfunc_5", _device="/job:localhost/replica:0/task:0/cpu:0"](pyramid_1/AnchorDecoder/Reshape/_2661, pyramid_1/strided_slice_8/_2663, random_shuffle_queue_Dequeue:3, pyramid_1/SampleBoxesWithGT/PyFunc/input_3)]]
Traceback (most recent call last):
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1327, in _do_call
    return fn(*args)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1306, in _run_fn
    status, run_metadata)
  File "C:\Program Files\Python36\lib\contextlib.py", line 88, in __exit__
    next(self.gen)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\framework\errors_impl.py", line 466, in raise_exception_on_not_ok_status
    pywrap_tensorflow.TF_GetCode(status))
tensorflow.python.framework.errors_impl.InvalidArgumentError: ValueError: Buffer dtype mismatch, expected 'int_t' but got 'long long'
         [[Node: pyramid_1/SampleBoxesWithGT/PyFunc = PyFunc[Tin=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_BOOL], Tout=[DT_FLOAT, DT_FLOAT, DT_INT32, DT_FLOAT, DT_FLOAT, DT_INT32], token="pyfunc_5", _device="/job:localhost/replica:0/task:0/cpu:0"](pyramid_1/AnchorDecoder/Reshape/_2661, pyramid_1/strided_slice_8/_2663, random_shuffle_queue_Dequeue:3, pyramid_1/SampleBoxesWithGT/PyFunc/input_3)]]
         [[Node: pyramid_2/AnchorEncoder_3/PyFunc/_2611 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/gpu:0", send_device="/job:localhost/replica:0/task:0/cpu:0", send_device_incarnation=1, tensor_name="edge_13175_pyramid_2/AnchorEncoder_3/PyFunc", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File ".\train\train.py", line 341, in <module>
    train()
  File ".\train\train.py", line 271, in train
    [input_image] + [final_box] + [final_cls] + [final_prob] + [final_gt_cls] + [gt] + [tmp_0] + [tmp_1] + [tmp_2] + [tmp_3] + [tmp_4])
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\client\session.py", line 895, in run
    run_metadata_ptr)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1124, in _run
    feed_dict_tensor, options, run_metadata)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1321, in _do_run
    options, run_metadata)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\client\session.py", line 1340, in _do_call
    raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: ValueError: Buffer dtype mismatch, expected 'int_t' but got 'long long'
         [[Node: pyramid_1/SampleBoxesWithGT/PyFunc = PyFunc[Tin=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_BOOL], Tout=[DT_FLOAT, DT_FLOAT, DT_INT32, DT_FLOAT, DT_FLOAT, DT_INT32], token="pyfunc_5", _device="/job:localhost/replica:0/task:0/cpu:0"](pyramid_1/AnchorDecoder/Reshape/_2661, pyramid_1/strided_slice_8/_2663, random_shuffle_queue_Dequeue:3, pyramid_1/SampleBoxesWithGT/PyFunc/input_3)]]
         [[Node: pyramid_2/AnchorEncoder_3/PyFunc/_2611 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/gpu:0", send_device="/job:localhost/replica:0/task:0/cpu:0", send_device_incarnation=1, tensor_name="edge_13175_pyramid_2/AnchorEncoder_3/PyFunc", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]

Caused by op 'pyramid_1/SampleBoxesWithGT/PyFunc', defined at:
  File ".\train\train.py", line 341, in <module>
    train()
  File ".\train\train.py", line 193, in train
    loss_weights=[0.2, 0.2, 1.0, 0.2, 1.0])
  File ".\train\..\libs\nets\pyramid_network.py", line 580, in build
    is_training=is_training, gt_boxes=gt_boxes)
  File ".\train\..\libs\nets\pyramid_network.py", line 253, in build_heads
    sample_rpn_outputs_with_gt(rois, rpn_probs[:, 1], gt_boxes, is_training=is_training)
  File ".\train\..\libs\layers\wrapper.py", line 132, in sample_with_gt_wrapper
    [tf.float32, tf.float32, tf.int32, tf.float32, tf.float32, tf.int32])
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\ops\script_ops.py", line 203, in py_func
    input=inp, token=token, Tout=Tout, name=name)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\ops\gen_script_ops.py", line 36, in _py_func
    name=name)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 767, in apply_op
    op_def=op_def)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\framework\ops.py", line 2630, in create_op
    original_op=self._default_original_op, op_def=op_def)
  File "C:\Program Files\Python36\lib\site-packages\tensorflow\python\framework\ops.py", line 1204, in __init__
    self._traceback = self._graph._extract_stack()  # pylint: disable=protected-access

InvalidArgumentError (see above for traceback): ValueError: Buffer dtype mismatch, expected 'int_t' but got 'long long'
         [[Node: pyramid_1/SampleBoxesWithGT/PyFunc = PyFunc[Tin=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_BOOL], Tout=[DT_FLOAT, DT_FLOAT, DT_INT32, DT_FLOAT, DT_FLOAT, DT_INT32], token="pyfunc_5", _device="/job:localhost/replica:0/task:0/cpu:0"](pyramid_1/AnchorDecoder/Reshape/_2661, pyramid_1/strided_slice_8/_2663, random_shuffle_queue_Dequeue:3, pyramid_1/SampleBoxesWithGT/PyFunc/input_3)]]
         [[Node: pyramid_2/AnchorEncoder_3/PyFunc/_2611 = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/gpu:0", send_device="/job:localhost/replica:0/task:0/cpu:0", send_device_incarnation=1, tensor_name="edge_13175_pyramid_2/AnchorEncoder_3/PyFunc", tensor_type=DT_FLOAT, _device="/job:localhost/replica:0/task:0/gpu:0"]()]]

[mengcz13]

Fixed by changing line 25 of cpu_num.pyx from

cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1]

to

cdef np.ndarray[np.intp_t, ndim=1] order = scores.argsort()[::-1]

I am having some problems when compiling gpu_nms.pyx on Windows Server, and I am using cpu_nms. Still I don't know what will happen if you use gpu_nms...

[Glimpse-006]

我把 np,int_t 修改为np.intp_t 后，问题还在
Evns:
Python37
numpy 1.16.3
window7

[hackerphysics]

我把 np,int_t 修改为np.intp_t 后，问题还在
Evns:
Python37
numpy 1.16.3
window7

我修改完之后问题也在，但是重新用 cython 编译，走那个 setup的流程后，问题就没了。

[Glimpse-006]

回复楼上，之前我也是修改后但是重新用 cython 编译，走那个 setup的流程，但是问题任然存在。
按照：
eragonruan/text-detection-ctpn#297
给的解决方法：
把25行修改成如下：
cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1].astype('int32')
问题解决了。

[rsqai]

把25行修改成如下：
cdef np.ndarray[np.int_t, ndim=1] order = scores.argsort()[::-1].astype('int32')
问题就解决了,
注意，一定要把之前编译的东西删干净再次编译