enabling the alternate solvers to be accessed by the python interface

Daniel Gordon · Daniel Gordon · commit 5cc76ad2e38f · 2015-09-04T10:12:00.000-07:00
diff --git a/python/caffe/__init__.py b/python/caffe/__init__.py
@@ -1,4 +1,4 @@
-from .pycaffe import Net, SGDSolver
+from .pycaffe import Net, SGDSolver, NesterovSolver, AdaGradSolver, RMSPropSolver, AdaDeltaSolver, AdamSolver
 from ._caffe import set_mode_cpu, set_mode_gpu, set_device, Layer, get_solver, layer_type_list
 from .proto.caffe_pb2 import TRAIN, TEST
 from .classifier import Classifier
diff --git a/python/caffe/_caffe.cpp b/python/caffe/_caffe.cpp
@@ -297,6 +297,15 @@ BOOST_PYTHON_MODULE(_caffe) {
   bp::class_<AdaGradSolver<Dtype>, bp::bases<Solver<Dtype> >,
     shared_ptr<AdaGradSolver<Dtype> >, boost::noncopyable>(
         "AdaGradSolver", bp::init<string>());
+  bp::class_<RMSPropSolver<Dtype>, bp::bases<Solver<Dtype> >,
+    shared_ptr<RMSPropSolver<Dtype> >, boost::noncopyable>(
+        "RMSPropSolver", bp::init<string>());
+  bp::class_<AdaDeltaSolver<Dtype>, bp::bases<Solver<Dtype> >,
+    shared_ptr<AdaDeltaSolver<Dtype> >, boost::noncopyable>(
+        "AdaDeltaSolver", bp::init<string>());
+  bp::class_<AdamSolver<Dtype>, bp::bases<Solver<Dtype> >,
+    shared_ptr<AdamSolver<Dtype> >, boost::noncopyable>(
+        "AdamSolver", bp::init<string>());
 
   bp::def("get_solver", &GetSolverFromFile,
       bp::return_value_policy<bp::manage_new_object>());
diff --git a/python/caffe/pycaffe.py b/python/caffe/pycaffe.py
@@ -10,7 +10,8 @@
     from itertools import zip_longest as izip_longest
 import numpy as np
 
-from ._caffe import Net, SGDSolver
+from ._caffe import Net, SGDSolver, NesterovSolver, AdaGradSolver, \
+        RMSPropSolver, AdaDeltaSolver, AdamSolver
 import caffe.io
 
 # We directly update methods from Net here (rather than using composition or

Original file line number	Diff line number	Diff line change
`@@ -1,4 +1,4 @@`
`1`		`-from .pycaffe import Net, SGDSolver`
	`1`	`+from .pycaffe import Net, SGDSolver, NesterovSolver, AdaGradSolver, RMSPropSolver, AdaDeltaSolver, AdamSolver`
`2`	`2`	`from ._caffe import set_mode_cpu, set_mode_gpu, set_device, Layer, get_solver, layer_type_list`
`3`	`3`	`from .proto.caffe_pb2 import TRAIN, TEST`
`4`	`4`	`from .classifier import Classifier`