Hi,
I tried my own dataset and I am getting the below error.
Error Message.
File "", line 135, in
strides=1)(z)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/keras/engine/topology.py", line 619, in call
output = self.call(inputs, **kwargs)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/keras/layers/convolutional.py", line 160, in call
dilation_rate=self.dilation_rate[0])
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/keras/backend/tensorflow_backend.py", line 3297, in conv1d
data_format=tf_data_format)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/ops/nn_ops.py", line 781, in convolution
return op(input, filter)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/ops/nn_ops.py", line 869, in call
return self.conv_op(inp, filter)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/ops/nn_ops.py", line 521, in call
return self.call(inp, filter)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/ops/nn_ops.py", line 205, in call
name=self.name)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/ops/nn_ops.py", line 194, in _conv1d
name=name)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/util/deprecation.py", line 497, in new_func
return func(*args, **kwargs)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/util/deprecation.py", line 497, in new_func
return func(*args, **kwargs)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/ops/nn_ops.py", line 2420, in conv1d
data_format=data_format)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/ops/gen_nn_ops.py", line 631, in conv2d
data_format=data_format, dilations=dilations, name=name)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 3273, in create_op
compute_device=compute_device)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 3313, in _create_op_helper
set_shapes_for_outputs(op)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 2501, in set_shapes_for_outputs
return _set_shapes_for_outputs(op)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 2474, in _set_shapes_for_outputs
shapes = shape_func(op)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 2404, in call_with_requiring
return call_cpp_shape_fn(op, require_shape_fn=True)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/common_shapes.py", line 627, in call_cpp_shape_fn
require_shape_fn)
File "/home/nagarajan/anaconda2/lib/python2.7/site-packages/tensorflow/python/framework/common_shapes.py", line 691, in _call_cpp_shape_fn_impl
raise ValueError(err.message)
ValueError: Negative dimension size caused by subtracting 3 from 1 for 'conv1d_17/convolution/Conv2D' (op: 'Conv2D') with input shapes: [?,1,1,50], [1,3,50,10].