error in input shape when call freeze.freeze

[halbaqshi]

after I complete the training and call freeze.freeze I got this error:

File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/framework/common_shapes.py", line 686, in _call_cpp_shape_fn_impl
input_tensors_as_shapes, status)
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/framework/errors_impl.py", line 473, in exit
c_api.TF_GetCode(self.status.status))
tensorflow.python.framework.errors_impl.InvalidArgumentError: Shape must be rank 1 but is rank 0 for 'Reshape' (op: 'Reshape') with input shapes: [?,1], [].

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "", line 151, in
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/platform/app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "", line 146, in main
File "../libs/classification/freeze.py", line 163, in freeze_graph
FLAGS.dct_coefficient_count, model_architecture,model_size_info)
File "../libs/classification/freeze.py", line 73, in create_inference_graph
decoded_sample_data=tf.reshape(decoded_sample_data,shape=(model_settings['desired_samples']))
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/ops/gen_array_ops.py", line 3938, in reshape
"Reshape", tensor=tensor, shape=shape, name=name)
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 2958, in create_op
set_shapes_for_outputs(ret)
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 2209, in set_shapes_for_outputs
shapes = shape_func(op)
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/framework/ops.py", line 2159, in call_with_requiring
return call_cpp_shape_fn(op, require_shape_fn=True)
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/framework/common_shapes.py", line 627, in call_cpp_shape_fn
require_shape_fn)
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/framework/common_shapes.py", line 691, in _call_cpp_shape_fn_impl
raise ValueError(err.message)
ValueError: Shape must be rank 1 but is rank 0 for 'Reshape' (op: 'Reshape') with input shapes: [?,1], [].

[halbaqshi]

I tried to modify the codes and variables. I got other error like below

save_checkpoint='../logs&checkpoint/Conv/ckpt-15300.index'

model_architecture='conv'
save_path=os.path.join(FLAGS.models_dir,model_architecture,'%s.pb'%os.path.basename(save_checkpoint))
freeze.freeze_graph(FLAGS,model_architecture,save_checkpoint,save_path)
Traceback (most recent call last):
File "", line 1, in
File "/home/hussain/Downloads/TF-Speech-Recognition-Challenge-Solution-master/libs/classification/freeze.py", line 150, in freeze_graph
# Create an output to use for inference.
File "/home/hussain/Downloads/TF-Speech-Recognition-Challenge-Solution-master/libs/classification/models.py", line 143, in load_variables_from_checkpoint
saver = tf.train.Saver(tf.global_variables())
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 1218, in init
self.build()
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 1227, in build
self._build(self._filename, build_save=True, build_restore=True)
File "/home/hussain/anaconda3/lib/python3.5/site-packages/tensorflow/python/training/saver.py", line 1251, in _build
raise ValueError("No variables to save")
ValueError: No variables to save

[halbaqshi]

I fixed the previos error by changing the

decoded_sample_data=tf.reshape(decoded_sample_data,[shape=(model_settings['desired_samples']))

to

decoded_sample_data=tf.reshape(decoded_sample_data,[shape=(1600,1))

[halbaqshi]

also sometime I got this error

Traceback (most recent call last):
File "", line 1, in
File "/home/hussain/Downloads/TF-Speech-10words/libs/classification/freeze.py", line 165, in freeze_graph
FLAGS.dct_coefficient_count, model_architecture,model_size_info)
File "/home/hussain/Downloads/TF-Speech-10words/libs/classification/freeze.py", line 83, in create_inference_graph
decoded_sample_data.sample_rate,
AttributeError: 'Tensor' object has no attribute 'sample_rate'

if I changed decoded_sample_data to

decoded_sample_data=tf.reshape(decoded_sample_data,shape=([model_settings['desired_samples'],1]))