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Created February 6, 2012 11:07
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theano gradient function optimization errors
Raw
gistfile1.txt
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
ERROR (theano.gof.opt): Optimization failure due to: local_gpu_elemwise_0
ERROR (theano.gof.opt): TRACEBACK:
ERROR (theano.gof.opt): Traceback (most recent call last):
File "/home/sander/python_modules/theano/gof/opt.py", line 928, in process_node
replacements = lopt.transform(node)
File "/home/sander/python_modules/theano/sandbox/cuda/opt.py", line 170, in local_gpu_elemwise_0
upcasted = node.op.make_node(*[tensor.cast(i, 'float32') for i in node.inputs])
File "/home/sander/python_modules/theano/tensor/elemwise.py", line 470, in make_node
shadow = self.scalar_op.make_node(*[Scalar(dtype=i.type.dtype)() for i in inputs])
File "/home/sander/python_modules/theano/scalar/basic.py", line 695, in make_node
outputs = [t() for t in self.output_types([input.type for input in inputs])]
File "/home/sander/python_modules/theano/scalar/basic.py", line 2371, in output_types
% (self.inputs_type, tuple(input_types)))
TypeError: Wrong types for Composite. Expected (Scalar(float32), Scalar(float32), Scalar(int8), Scalar(float32)), got (Scalar(float32), Scalar(float32), Scalar(float32), Scalar(float32)).
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