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Hi,
I am trying to run a caffe model for anti-aliasing (AA) for inclusion in rendering pipeline - replicating work from Deep Shading paper. The idea is to compare performance of trained model with traditional methods of AA, or other graphics techniques.
The sample prototxt is below - 2 conv and 2 RELU layers. Using _mvNCCompile_ on this works fine, but _mvNCProfile_ fails with _[Error 25] Myriad Error: "5x5 Convolution outputChannels Dimension too small."_.
Any help in solving this is appreciated.
aaforNC.prototxt
name: "ShadingNet"
input: "data"
input_shape {
dim: 1
dim: 6
dim: 256
dim: 256
}
layer {
name: "down_level_0_conv_top"
type: "Convolution"
bottom: "data"
top: "down_level_0_conv_top"
#blobs_lr: 1
#blobs_lr: 2
convolution_param {
num_output: 8
kernel_size: 5
pad: 2
stride: 1
engine: CAFFE
weight_filler {
type: "gaussian"
std: 0.011
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "down_level_0_relu"
type: "ReLU"
bottom: "down_level_0_conv_top"
top: "down_level_0_relu"
relu_param{
negative_slope: 0.01
engine: CAFFE
}
}
layer {
name: "up_level_0_conv_top"
type: "Convolution"
bottom: "down_level_0_relu"
top: "up_level_0_conv_top"
#blobs_lr: 1
#blobs_lr: 2
convolution_param {
num_output: 1
kernel_size: 5
pad: 2
stride: 1
engine: CAFFE
weight_filler {
type: "gaussian"
std: 0.01
}
bias_filler {
type: "constant"
value: 0
}
}
}
layer {
name: "up_level_0_relu"
type: "ReLU"
bottom: "up_level_0_conv_top"
top: "result"
relu_param{
engine: CAFFE
negative_slope: 0.01
}
}
layer {
name: "loss"
type: "Softmax"
bottom: "result"
top: "loss"
}
Message and Error Log
spl@spl-Blade:~/Desktop$ mvNCCompile netMV.prototxt
mvNCCompile v02.00, Copyright @ Movidius Ltd 2016
/usr/local/lib/python3.5/dist-packages/matplotlib/backends/backend_gtk3.py:58: DeprecationWarning: Gdk.Cursor.new is deprecated
cursors.MOVE : Gdk.Cursor.new(Gdk.CursorType.FLEUR),
/usr/local/lib/python3.5/dist-packages/matplotlib/backends/backend_gtk3agg.py:18: UserWarning: The Gtk3Agg backend is known to not work on Python 3.x with pycairo. Try installing cairocffi.
"The Gtk3Agg backend is known to not work on Python 3.x with pycairo. "
/usr/local/lib/python3.5/dist-packages/scipy/lib/decorator.py:219: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
first = inspect.getargspec(caller)[0][0] # first arg
/usr/local/lib/python3.5/dist-packages/scipy/optimize/nonlin.py:1498: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
args, varargs, varkw, defaults = inspect.getargspec(jac.init)
/usr/local/lib/python3.5/dist-packages/scipy/stats/_distn_infrastructure.py:611: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
sign = inspect.getargspec(self._stats)
/usr/local/lib/python3.5/dist-packages/scipy/stats/_distn_infrastructure.py:648: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
shapes_args = inspect.getargspec(meth)
__ WARNING: using empty weights __
spl@spl-Blade:~/Desktop$ mvNCProfile netMV.prototxt
mvNCProfile v02.00, Copyright @ Movidius Ltd 2016
/usr/local/lib/python3.5/dist-packages/matplotlib/backends/backend_gtk3.py:58: DeprecationWarning: Gdk.Cursor.new is deprecated
cursors.MOVE : Gdk.Cursor.new(Gdk.CursorType.FLEUR),
/usr/local/lib/python3.5/dist-packages/matplotlib/backends/backend_gtk3agg.py:18: UserWarning: The Gtk3Agg backend is known to not work on Python 3.x with pycairo. Try installing cairocffi.
"The Gtk3Agg backend is known to not work on Python 3.x with pycairo. "
/usr/local/lib/python3.5/dist-packages/scipy/lib/decorator.py:219: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
first = inspect.getargspec(caller)[0][0] # first arg
/usr/local/lib/python3.5/dist-packages/scipy/optimize/nonlin.py:1498: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
args, varargs, varkw, defaults = inspect.getargspec(jac.init)
/usr/local/lib/python3.5/dist-packages/scipy/stats/_distn_infrastructure.py:611: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
sign = inspect.getargspec(self._stats)
/usr/local/lib/python3.5/dist-packages/scipy/stats/_distn_infrastructure.py:648: DeprecationWarning: inspect.getargspec() is deprecated, use inspect.signature() instead
shapes_args = inspect.getargspec(meth)
__ WARNING: using empty weights __
USB: Transferring Data…
[Error 25] Myriad Error: "5x5 Convolution outputChannels Dimension too small.".
- Tags:
- Blobs_lr
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