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jiegzhan / multi-class-text-classification-cnn

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Apache License 2.0
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error while training #3

Open mdeora opened 7 years ago

mdeora commented 7 years ago

Traceback (most recent call last): File "train.py", line 136, in train_cnn() File "train.py", line 59, in train_cnn l2_reg_lambda=params['l2_reg_lambda']) File "/webserver/github/multi-class-text-classification-cnn/text_cnn.py", line 49, in init self.h_pool = tf.concat(3, pooled_outputs) File "/usr/local/lib/python3.6/site-packages/tensorflow/python/ops/array_ops.py", line 1047, in concat dtype=dtypes.int32).get_shape( File "/usr/local/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 651, in convert_to_tensor as_ref=False) File "/usr/local/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 716, in internal_convert_to_tensor ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref) File "/usr/local/lib/python3.6/site-packages/tensorflow/python/framework/constant_op.py", line 176, in _constant_tensor_conversion_function return constant(v, dtype=dtype, name=name) File "/usr/local/lib/python3.6/site-packages/tensorflow/python/framework/constant_op.py", line 165, in constant tensor_util.make_tensor_proto(value, dtype=dtype, shape=shape, verify_shape=verify_shape)) File "/usr/local/lib/python3.6/site-packages/tensorflow/python/framework/tensor_util.py", line 367, in make_tensor_proto _AssertCompatible(values, dtype) File "/usr/local/lib/python3.6/site-packages/tensorflow/python/framework/tensor_util.py", line 302, in _AssertCompatible (dtype.name, repr(mismatch), type(mismatch).name)) TypeError: Expected int32, got list containing Tensors of type '_Message' instead.

jiegzhan commented 7 years ago

Which version of tensorflow?

I was using tensorflow 0.9 to train the model.

mdeora commented 7 years ago

I am on 1.0.1

mookrs commented 7 years ago

See https://github.com/dennybritz/cnn-text-classification-tf/issues/67

mdeora commented 7 years ago

Thanks it works now, but another error during predict

Traceback (most recent call last): File "predict.py", line 73, in predict_unseen_data() File "predict.py", line 19, in predict_unseen_data checkpoint_file = tf.train.latest_checkpoint(checkpoint_dir + 'checkpoints') File "/usr/local/lib/python3.6/site-packages/tensorflow/python/training/saver.py", line 1493, in latest_checkpoint if file_io.get_matching_files(v2_path) or file_io.get_matching_files( File "/usr/local/lib/python3.6/site-packages/tensorflow/python/lib/io/file_io.py", line 269, in get_matching_files compat.as_bytes(filename), status)] File "/usr/local/Cellar/python3/3.6.1/Frameworks/Python.framework/Versions/3.6/lib/python3.6/contextlib.py", line 89, in exit next(self.gen) File "/usr/local/lib/python3.6/site-packages/tensorflow/python/framework/errors_impl.py", line 469, in raise_exception_on_not_ok_status pywrap_tensorflow.TF_GetCode(status)) tensorflow.python.framework.errors_impl.NotFoundError: /home/ubuntu/multi-class-text-classification-cnn/trained_model_1479757124/checkpoints

jiegzhan commented 7 years ago

https://github.com/jiegzhan/multi-class-text-classification-cnn-rnn/issues/2

Please look at the issue above.