Hi,I compile my code with flag
"THEANO_FLAGS='mode=FAST_RUN,floatX=float32,device=gpu0". I always get
the error message. How can i fix it ?
Exception encountered during infer_shape: <type 'exceptions.AssertionError'>
Exception message:
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
941, in get_node_infer_shape
[self.shape_of[r] for r in node.inputs])
File
"/usr/local/lib/python2.7/dist-packages/theano/scan_module/scan_op.py",
line 1662, in infer_shape
input_shapes=inner_ins_shapes)
File
"/usr/local/lib/python2.7/dist-packages/theano/scan_module/scan_utils.py",
line 813, in infer_shape
local_traverse(o)
File
"/usr/local/lib/python2.7/dist-packages/theano/scan_module/scan_utils.py",
line 804, in local_traverse
local_traverse(inp)
File
"/usr/local/lib/python2.7/dist-packages/theano/scan_module/scan_utils.py",
line 804, in local_traverse
local_traverse(inp)
File
"/usr/local/lib/python2.7/dist-packages/theano/scan_module/scan_utils.py",
line 804, in local_traverse
local_traverse(inp)
File
"/usr/local/lib/python2.7/dist-packages/theano/scan_module/scan_utils.py",
line 809, in local_traverse
shape_feature.on_import(dummy_fgraph, out.owner, reason="dummy")
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
1351, in on_import
self.set_shape(r, s)
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
1140, in set_shape
shape_vars.append(self.unpack(s[i]))
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
1062, in unpack
assert s_i >= 0
AssertionError
Traceback (most recent call last):
File "train_model.py", line 103, in <module>
sys.exit(main(state))
File "train_model.py", line 89, in main
train_from_scratch(config, state, channel)
File "train_model.py", line 82, in train_from_scratch
model_attention.train_from_scratch(state, channel)
File
"/home/scw4150/wjb_workspace/new_caption/double_mem_cap7/model_attention.py",
line 2121, in train_from_scratch
model.train(**state.attention)
File
"/home/scw4150/wjb_workspace/new_caption/double_mem_cap7/model_attention.py",
line 1785, in train
extra + grads)
File "/home/scw4150/wjb_workspace/new_caption/double_mem_cap7/common.py",
line 188, in adadelta
profile=False, on_unused_input='ignore')
File "/usr/local/lib/python2.7/dist-packages/theano/compile/function.py",
line 326, in function
output_keys=output_keys)
File "/usr/local/lib/python2.7/dist-packages/theano/compile/pfunc.py",
line 486, in pfunc
output_keys=output_keys)
File
"/usr/local/lib/python2.7/dist-packages/theano/compile/function_module.py",
line 1784, in orig_function
defaults)
File
"/usr/local/lib/python2.7/dist-packages/theano/compile/function_module.py",
line 1651, in create
input_storage=input_storage_lists, storage_map=storage_map)
File "/usr/local/lib/python2.7/dist-packages/theano/gof/link.py", line
699, in make_thunk
storage_map=storage_map)[:3]
File "/usr/local/lib/python2.7/dist-packages/theano/gof/vm.py", line
1059, in make_all
impl=impl))
File
"/usr/local/lib/python2.7/dist-packages/theano/scan_module/scan_op.py",
line 856, in make_thunk
on_unused_input='ignore')
File "/usr/local/lib/python2.7/dist-packages/theano/compile/function.py",
line 326, in function
output_keys=output_keys)
File "/usr/local/lib/python2.7/dist-packages/theano/compile/pfunc.py",
line 486, in pfunc
output_keys=output_keys)
File
"/usr/local/lib/python2.7/dist-packages/theano/compile/function_module.py",
line 1783, in orig_function
output_keys=output_keys).create(
File
"/usr/local/lib/python2.7/dist-packages/theano/compile/function_module.py",
line 1465, in __init__
optimizer_profile = optimizer(fgraph)
File "/usr/local/lib/python2.7/dist-packages/theano/gof/opt.py", line 98,
in __call__
return self.optimize(fgraph)
File "/usr/local/lib/python2.7/dist-packages/theano/gof/opt.py", line 87,
in optimize
ret = self.apply(fgraph, *args, **kwargs)
File "/usr/local/lib/python2.7/dist-packages/theano/gof/opt.py", line
235, in apply
sub_prof = optimizer.optimize(fgraph)
File "/usr/local/lib/python2.7/dist-packages/theano/gof/opt.py", line 83,
in optimize
self.add_requirements(fgraph)
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
1471, in add_requirements
fgraph.attach_feature(ShapeFeature())
File "/usr/local/lib/python2.7/dist-packages/theano/gof/fg.py", line 541,
in attach_feature
attach(self)
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
1288, in on_attach
self.on_import(fgraph, node, reason='on_attach')
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
1351, in on_import
self.set_shape(r, s)
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
1140, in set_shape
shape_vars.append(self.unpack(s[i]))
File "/usr/local/lib/python2.7/dist-packages/theano/tensor/opt.py", line
1062, in unpack
assert s_i >= 0
AssertionError: ('The following error happened while compiling the node',
forall_inplace,gpu,grad_of_decoder__layers}(Shape_i{0}.0,
GpuElemwise{sqr,no_inplace}.0, GpuDimShuffle{0,1,3,2}.0,
GpuDimShuffle{0,1,3,2}.0, GpuDimShuffle{0,2,1}.0,
GpuSubtensor{int64:int64:int64}.0, GpuDimShuffle{0,1,2,3,x,x}.0,
GpuSubtensor{int64:int64:int64}.0, GpuDimShuffle{0,1,x}.0,
GpuDimShuffle{0,1,2,3,x}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuSubtensor{int64:int64:int64}.0, GpuElemwise{sub,no_inplace}.0,
GpuElemwise{mul,no_inplace}.0, GpuElemwise{mul,no_inplace}.0,
GpuSubtensor{int64:int64:int64}.0, GpuSubtensor{int64:int64:int64}.0,
GpuSubtensor{int64:int64:int64}.0, GpuSubtensor{int64:int64:int64}.0,
GpuSubtensor{int64:int64:int64}.0, GpuSubtensor{int64:int64:int64}.0,
GpuSubtensor{int64:int64:int64}.0, GpuSubtensor{int64:int64:int64}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuSubtensor{::int64}.0, GpuAlloc{memset_0=True}.0,
GpuSubtensor{::int64}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, GpuAlloc{memset_0=True}.0,
GpuAlloc{memset_0=True}.0, Shape_i{0}.0, Shape_i{0}.0, Shape_i{0}.0,
Shape_i{0}.0, Shape_i{0}.0, Shape_i{0}.0, Shape_i{0}.0, Shape_i{0}.0,
Shape_i{0}.0, vision_write1_W_hid_to_erase_train_reg, decoder_W_sel,
decoder_W_att_reads_to_hid, vision_write1_W_hid_to_add_train_reg,
decoder_U, text_read1_W_hid_to_conv_train_reg,
text_read1_b_hid_to_conv_train_unreg, decoder_W_reads_to_hid,
vision_write1_W_hid_to_key_train_reg, GpuElemwise{add,no_inplace}.0,
GpuFromHost.0, GpuDimShuffle{1,0}.0, GpuDimShuffle{x,0}.0,
GpuDimShuffle{1,0}.0, GpuDimShuffle{x,0,x,x}.0, GpuDimShuffle{x,x,0}.0,
GpuDimShuffle{1,0}.0, GpuDimShuffle{x,x}.0, GpuDimShuffle{1,0}.0,
GpuDimShuffle{x,0,x,x}.0, GpuDimShuffle{x,0}.0, GpuDimShuffle{x,0}.0,
GpuDimShuffle{x,0}.0, GpuDimShuffle{x,0}.0, GpuDimShuffle{x,0}.0,
GpuDimShuffle{x,0}.0, GpuDimShuffle{x,0}.0, GpuDimShuffle{x,0,1}.0,
GpuDimShuffle{x,0,1}.0, GpuDimShuffle{x,0,1}.0, GpuDimShuffle{x,0,1}.0,
GpuDimShuffle{x,0,1}.0, GpuDimShuffle{x,0,1}.0, GpuDimShuffle{x,0,1}.0,
GpuDimShuffle{x,0,1}.0, GpuDimShuffle{x,0,1}.0, GpuDimShuffle{x,0,x,x}.0,
GpuDimShuffle{x,0,1}.0, GpuDimShuffle{x,0,1}.0, GpuDimShuffle{x,0,1}.0,
GpuDimShuffle{x,0,1}.0, Shape_i{0}.0, Shape_i{3}.0, Shape_i{2}.0,
Shape_i{1}.0, Shape_i{0}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
MakeVector{dtype='int64'}.0, MakeVector{dtype='int64'}.0,
ScalarFromTensor.0, ScalarFromTensor.0, ScalarFromTensor.0,
ScalarFromTensor.0, decoder_U_att, GpuDimShuffle{1,0}.0, GpuReshape{2}.0,
GpuReshape{2}.0, GpuReshape{2}.0, GpuReshape{2}.0, GpuReshape{2}.0,
GpuReshape{2}.0, GpuReshape{2}.0, GpuReshape{2}.0, GpuReshape{2}.0,
GpuReshape{2}.0, GpuReshape{2}.0, GpuReshape{2}.0, GpuReshape{2}.0,
GpuDimShuffle{1,0}.0, GpuDimShuffle{1,0}.0, GpuDimShuffle{1,0}.0,
GpuDimShuffle{1,0}.0, GpuDimShuffle{1,0}.0, GpuDimShuffle{1,0}.0,
GpuDimShuffle{1,0}.0, GpuDimShuffle{1,0}.0, GpuDimShuffle{1,0}.0,
GpuDimShuffle{1,0}.0, GpuDimShuffle{1,0}.0, GpuDimShuffle{1,0}.0,
GpuDimShuffle{1,0}.0), '\n')
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