def load_file(self, name="mnist"):
# print len(self.layers)
for i in range(len(self.layers)):
if isinstance(self.layers[i], ParamMixin):
if False: ## convert old pickle files to new format...
path1 = str(self.nn_dir + name + "-weights" + str(i + 1) + ".save")
if os.path.exists(path1):
f1 = file(path1, "rb")
loaded_obj1 = cPickle.load(f1)
f1.close()
self.layers[i].W = loaded_obj1
print ("load " + path1)
path2 = str(self.nn_dir + name + "-bias" + str(i + 1) + ".save")
if os.path.exists(path2):
f2 = file(path2, "rb")
loaded_obj2 = cPickle.load(f2)
f2.close()
self.layers[i].b = loaded_obj2
print ("load " + path2)
if not self.android_load:
## load text files...
textw1 = str(self.nn_dir + name + "_w" + str(i + 1) + ".txt")
shapew1 = str(self.nn_dir + name + "_shape_w" + str(i + 1) + ".txt")
if os.path.exists(textw1) and os.path.exists(shapew1):
wshape = np.loadtxt(shapew1)
wtext = np.loadtxt(textw1)
self.layers[i].W = store.unstore_w(wtext, wshape)
print "w" + str(i + 1)
textb1 = str(self.nn_dir + name + "_b" + str(i + 1) + ".txt")
shapeb1 = str(self.nn_dir + name + "_shape_b" + str(i + 1) + ".txt")
if os.path.exists(textb1) and os.path.exists(shapeb1):
bshape = np.loadtxt(shapeb1)
btext = np.loadtxt(textb1)
self.layers[i].b = store.unstore_b(btext, bshape)
print "b" + str(i + 1)
elif self.android_load:
pass
def load_file(self, name="mnist"):
print(name)
for i in range(len(self.layers)):
if isinstance(self.layers[i], ParamMixin):
if not self.android_load:
## load text files...
print(i + 1)
try:
textw1 = str(self.nn_dir + name + '_w' + str(i + 1) +
'.txt')
shapew1 = str(self.nn_dir + name + '_shape_w' +
str(i + 1) + '.txt')
if os.path.exists(textw1) and os.path.exists(shapew1):
wshape = np.loadtxt(shapew1)
wtext = np.loadtxt(textw1)
self.layers[i].W = store.unstore_w(wtext, wshape)
print 'w' + str(i + 1)
textb1 = str(self.nn_dir + name + '_b' + str(i + 1) +
'.txt')
shapeb1 = str(self.nn_dir + name + '_shape_b' +
str(i + 1) + '.txt')
if os.path.exists(textb1) and os.path.exists(shapeb1):
bshape = np.loadtxt(shapeb1)
btext = np.loadtxt(textb1)
self.layers[i].b = store.unstore_b(btext, bshape)
print 'b' + str(i + 1)
except:
pass
elif self.android_load:
if True:
try:
GetText = jnius.autoclass(
"org.renpy.android.GetText")
PythonActivity = jnius.autoclass(
'org.renpy.android.PythonActivity')
currentActivity = jnius.cast(
'android.app.Activity',
PythonActivity.mActivity)
loader = GetText()
textw1 = str(name + '_w' + str(i + 1))
shapew1 = str(name + '_shape_w' + str(i + 1))
textb1 = str(name + '_b' + str(i + 1))
shapeb1 = str(name + '_shape_b' + str(i + 1))
activity = currentActivity
#activity = PythonActivity.mActivity
wshape = loader.getText(activity, shapew1)
wtext = loader.getText(activity, textw1)
bshape = loader.getText(activity, shapeb1)
btext = loader.getText(activity, textb1)
Win = [float(x) for x in wtext.split(' ')]
bin = [float(x) for x in btext.split(' ')]
Wshapein = [
float(x.strip()) for x in wshape.splitlines()
]
bshapein = [
float(x.strip()) for x in bshape.splitlines()
]
self.layers[i].W = store.unstore_w(Win, Wshapein)
self.layers[i].b = store.unstore_b(bin, bshapein)
except:
#exit()
print("not loading android weights")
pass
def load_file(self, name = "mnist"):
print(name)
for i in range(len(self.layers)):
if isinstance(self.layers[i], ParamMixin):
if not self.android_load :
## load text files...
print( i + 1)
try:
textw1 = str(self.nn_dir+name+'_w'+str(i+1)+'.txt')
shapew1 = str(self.nn_dir+name+'_shape_w'+str(i+1)+'.txt')
if os.path.exists(textw1) and os.path.exists(shapew1):
wshape = np.loadtxt(shapew1)
wtext = np.loadtxt(textw1)
self.layers[i].W = store.unstore_w(wtext, wshape)
print 'w' + str(i+1)
textb1 = str(self.nn_dir+name+'_b'+str(i+1)+'.txt')
shapeb1 = str(self.nn_dir+name+'_shape_b'+str(i+1)+'.txt')
if os.path.exists(textb1) and os.path.exists(shapeb1) :
bshape = np.loadtxt(shapeb1)
btext = np.loadtxt(textb1)
self.layers[i].b = store.unstore_b(btext, bshape)
print 'b' + str(i+1)
except:
pass
elif self.android_load :
if True:
try:
GetText = jnius.autoclass("org.renpy.android.GetText")
PythonActivity = jnius.autoclass('org.renpy.android.PythonActivity')
currentActivity = jnius.cast('android.app.Activity', PythonActivity.mActivity)
loader = GetText()
textw1 = str(name+'_w'+str(i+1))
shapew1 = str(name+'_shape_w'+str(i+1))
textb1 = str(name+'_b'+str(i+1))
shapeb1 = str(name+'_shape_b'+str(i+1))
activity = currentActivity
#activity = PythonActivity.mActivity
wshape = loader.getText(activity, shapew1)
wtext = loader.getText(activity, textw1)
bshape = loader.getText(activity, shapeb1)
btext = loader.getText(activity, textb1)
Win = [float(x) for x in wtext.split(' ')]
bin = [float(x) for x in btext.split(' ')]
Wshapein = [float(x.strip()) for x in wshape.splitlines()]
bshapein = [float(x.strip()) for x in bshape.splitlines()]
self.layers[i].W = store.unstore_w(Win,Wshapein)
self.layers[i].b = store.unstore_b(bin,bshapein)
except:
#exit()
print("not loading android weights")
pass