holmesshuan / snns-self-normalizing-neural-networks-caffe-reimplementation Goto Github PK

I met some problems after I compile caffe
btw, is there a test_selu.cpp test_selu_dropout.cpp ?

nsformer.cpp
CXX src/caffe/util/math_functions.cpp
CXX src/caffe/util/db_lmdb.cpp
CXX src/caffe/util/io.cpp
CXX src/caffe/util/upgrade_proto.cpp
CXX src/caffe/util/insert_splits.cpp
caffe.proto:414:44: Expected "required", "optional", or "repeated".
caffe.proto:414:44: Expected type name.
caffe.proto:415:59: Expected "required", "optional", or "repeated".
caffe.proto:415:59: Expected type name.
Makefile:638: recipe for target '.build_release/src/caffe/proto/caffe.pb.cc' failed
make: *** [.build_release/src/caffe/proto/caffe.pb.cc] Error 1
make: *** Waiting for unfinished jobs....
In file included from ./include/caffe/util/device_alternate.hpp:40:0,
from ./include/caffe/common.hpp:19,
from src/caffe/util/insert_splits.cpp:7:
./include/caffe/util/cudnn.hpp:8:34: fatal error: caffe/proto/caffe.pb.h: No such file or directory
compilation terminated.
Makefile:581: recipe for target '.build_release/src/caffe/util/insert_splits.o' failed
make: *** [.build_release/src/caffe/util/insert_splits.o] Error 1
In file included from ./include/caffe/util/device_alternate.hpp:40:0,
from ./include/caffe/common.hpp:19,
from src/caffe/util/upgrade_proto.cpp:8:
./include/caffe/util/cudnn.hpp:8:34: fatal error: caffe/proto/caffe.pb.h: No such file or directory
compilation terminated.
Makefile:581: recipe for target '.build_release/src/caffe/util/upgrade_proto.o' failed
make: *** [.build_release/src/caffe/util/upgrade_proto.o] Error 1
In file included from ./include/caffe/util/device_alternate.hpp:40:0,
from ./include/caffe/common.hpp:19,
from ./include/caffe/util/db.hpp:6,
from ./include/caffe/util/db_lmdb.hpp:10,
from src/caffe/util/db_lmdb.cpp:2:
./include/caffe/util/cudnn.hpp:8:34: fatal error: caffe/proto/caffe.pb.h: No such file or directory
compilation terminated.
Makefile:581: recipe for target '.build_release/src/caffe/util/db_lmdb.o' failed
make: *** [.build_release/src/caffe/util/db_lmdb.o] Error 1
In file included from ./include/caffe/util/device_alternate.hpp:40:0,
from ./include/caffe/common.hpp:19,
from ./include/caffe/blob.hpp:8,
from ./include/caffe/data_transformer.hpp:6,
from src/caffe/data_transformer.cpp:8:
./include/caffe/util/cudnn.hpp:8:34: fatal error: caffe/proto/caffe.pb.h: No such file or directory
compilation terminated.
Makefile:581: recipe for target '.build_release/src/caffe/data_transformer.o' failed
make: *** [.build_release/src/caffe/data_transformer.o] Error 1
In file included from ./include/caffe/util/device_alternate.hpp:40:0,
from ./include/caffe/common.hpp:19,
from src/caffe/util/io.cpp:18:
./include/caffe/util/cudnn.hpp:8:34: fatal error: caffe/proto/caffe.pb.h: No such file or directory
compilation terminated.
Makefile:581: recipe for target '.build_release/src/caffe/util/io.o' failed
make: *** [.build_release/src/caffe/util/io.o] Error 1
In file included from ./include/caffe/util/device_alternate.hpp:40:0,
from ./include/caffe/common.hpp:19,
from src/caffe/util/math_functions.cpp:6:
./include/caffe/util/cudnn.hpp:8:34: fatal error: caffe/proto/caffe.pb.h: No such file or directory
compilation terminated.
Makefile:581: recipe for target '.build_release/src/caffe/util/math_functions.o' failed
make: *** [.build_release/src/caffe/util/math_functions.o] Error 1
In file included from ./include/caffe/util/device_alternate.hpp:40:0,
from ./include/caffe/common.hpp:19,
from src/caffe/common.cpp:7:
./include/caffe/util/cudnn.hpp:8:34: fatal error: caffe/proto/caffe.pb.h: No such file or directory
compilation terminated.
Makefile:581: recipe for target '.build_release/src/caffe/common.o' failed
make: *** [.build_release/src/caffe/common.o] Error 1

Hi,

According to my (far from complete) understanding SNNs require initalization of weights
so it is gaussian distribution with stddev 1/sqrt(n). So It is very similar to MSRAFiller just stddev is 1/sqrt(n) not 2/sqrt(n). Code in this repo does not have initialization of SNN added, so there is probably easy way to have this SNN initialization done? If not then it could be good to create (based on MSRA) SNN initialization?

Am I right that we can implement Selu using built-in caffe layers like this:
SELU = ELU (with alpha=1.6732) + Scale (freezed, with param=1.0507)?
Thanks!

I get the following error, after copying the files and making the requisite changes in caffe.proto, when I run the tests. I believe it to be a bug with the current caffe version and the addition of the SELU layers.

I'd be grateful if a fix could be suggested for it.

Specs:
Caffe Version 1.0.0
Nvidia GTX 970m
Cudnn 6.0
CUDA 8
Linux mint 18

when i compile the caffe with the selu layer, I get the "caffe::LayerParameter" has no member "ng_param" error in the selu_layer.cu, can you give some advice, thx.