Realize part visualization job

[ZetaRing]

Realize abstracting critical points and upper-bound points from point cloud and then visualize them based on a well-trained model.

[ShengyuH]

great!

[TianhangWang]

Hi, there is the data loss:checksum does no match

2019-02-01 10:40:18.741628: W tensorflow/core/framework/op_kernel.cc:1273] OP_REQUIRES failed at save_restore_v2_ops.cc:184 : Data loss: Checksum does no t match: stored 3218031918 vs. calculated on the restored bytes 599589009 Traceback (most recent call last): File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1292, in _do_call return fn(*args) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1277, in _run_fn options, feed_dict, fetch_list, target_list, run_metadata) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1367, in _call_tf_sessionrun run_metadata) tensorflow.python.framework.errors_impl.DataLossError: Checksum does not match: stored 3218031918 vs. calculated on the restored bytes 599589009 [[{{node save/RestoreV2}} = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DTFLOAT, DT FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]] [[{{node save/RestoreV2/_5}} = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:loca lhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_12_save/RestoreV2", tensor_type=DT_FLOAT, _device="/job:localhost/repl ica:0/task:0/device:GPU:0"]()]]

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "evaluate.py", line 231, in evaluate(num_votes=1) File "evaluate.py", line 78, in evaluate saver.restore(sess, MODEL_PATH) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 1538, in restore {self.saver_def.filename_tensor_name: save_path}) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 887, in run run_metadata_ptr) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1110, in _run feed_dict_tensor, options, run_metadata) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1286, in _do_run run_metadata) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\client\session.py", line 1308, in _do_call raise type(e)(node_def, op, message) tensorflow.python.framework.errors_impl.DataLossError: Checksum does not match: stored 3218031918 vs. calculated on the restored bytes 599589009 [[{{node save/RestoreV2}} = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DTFLOAT, DT FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]] [[{{node save/RestoreV2/_5}} = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:loca lhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_12_save/RestoreV2", tensor_type=DT_FLOAT, _device="/job:localhost/repl ica:0/task:0/device:GPU:0"]()]]

Caused by op 'save/RestoreV2', defined at: File "evaluate.py", line 231, in evaluate(num_votes=1) File "evaluate.py", line 68, in evaluate saver = tf.train.Saver() File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 1094, in init self.build() File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 1106, in build self._build(self._filename, build_save=True, build_restore=True) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 1143, in _build build_save=build_save, build_restore=build_restore) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 787, in _build_internal restore_sequentially, reshape) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 406, in _AddRestoreOps restore_sequentially) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\training\saver.py", line 854, in bulk_restore return io_ops.restore_v2(filename_tensor, names, slices, dtypes) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\ops\gen_io_ops.py", line 1550, in restore_v2 shape_and_slices=shape_and_slices, dtypes=dtypes, name=name) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 787, in _apply_op_he lper op_def=op_def) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\util\deprecation.py", line 488, in new_func return func(*args, **kwargs) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\framework\ops.py", line 3272, in create_op op_def=op_def) File "C:\Users\85395\AppData\Local\Programs\Python\Python35\lib\site-packages\tensorflow\python\framework\ops.py", line 1768, in init self._traceback = tf_stack.extract_stack()

DataLossError (see above for traceback): Checksum does not match: stored 3218031918 vs. calculated on the restored bytes 599589009 [[{{node save/RestoreV2}} = RestoreV2[dtypes=[DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, DT_FLOAT, ..., DT_FLOAT, DT_FLOAT, DT_FLOAT, DTFLOAT, DT FLOAT], _device="/job:localhost/replica:0/task:0/device:CPU:0"](_arg_save/Const_0_0, save/RestoreV2/tensor_names, save/RestoreV2/shape_and_slices)]] [[{{node save/RestoreV2/_5}} = _Recv[client_terminated=false, recv_device="/job:localhost/replica:0/task:0/device:GPU:0", send_device="/job:loca lhost/replica:0/task:0/device:CPU:0", send_device_incarnation=1, tensor_name="edge_12_save/RestoreV2", tensor_type=DT_FLOAT, _device="/job:localhost/repl ica:0/task:0/device:GPU:0"]()]]