From b253e2eebac7d8de8d913c1211087e87d632fc19 Mon Sep 17 00:00:00 2001 From: Chiao-Lun Cheng Date: Thu, 29 Jan 2015 03:41:47 -0500 Subject: [PATCH 1/4] return test function --- code/dA.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/code/dA.py b/code/dA.py index e1debf7a..13d4ef2f 100644 --- a/code/dA.py +++ b/code/dA.py @@ -320,6 +320,15 @@ def test_dA(learning_rate=0.1, training_epochs=15, } ) + test_da = theano.function( + [index], + cost, + givens={ + x: train_set_x[index: index] + } + ) + + start_time = time.clock() ############ @@ -342,6 +351,9 @@ def test_dA(learning_rate=0.1, training_epochs=15, print >> sys.stderr, ('The no corruption code for file ' + os.path.split(__file__)[1] + ' ran for %.2fm' % ((training_time) / 60.)) + + return test_da + image = Image.fromarray( tile_raster_images(X=da.W.get_value(borrow=True).T, img_shape=(28, 28), tile_shape=(10, 10), From 11b62cd338633f081bb5dedf3b981ab6a084d5e0 Mon Sep 17 00:00:00 2001 From: Chiao-Lun Cheng Date: Thu, 29 Jan 2015 03:46:36 -0500 Subject: [PATCH 2/4] - --- code/dA.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code/dA.py b/code/dA.py index 13d4ef2f..05695d0d 100644 --- a/code/dA.py +++ b/code/dA.py @@ -324,7 +324,7 @@ def test_dA(learning_rate=0.1, training_epochs=15, [index], cost, givens={ - x: train_set_x[index: index] + x: train_set_x[index: index + 1] } ) From d674129683c6ebb378acbba4575597064bf01b1a Mon Sep 17 00:00:00 2001 From: Chiao-Lun Cheng Date: Thu, 29 Jan 2015 04:03:39 -0500 Subject: [PATCH 3/4] - --- code/dA.py | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/code/dA.py b/code/dA.py index 05695d0d..89981271 100644 --- a/code/dA.py +++ b/code/dA.py @@ -230,6 +230,12 @@ def get_reconstructed_input(self, hidden): """ return T.nnet.sigmoid(T.dot(hidden, self.W_prime) + self.b_prime) + def get_errors(self): + y = self.get_hidden_values(self.x) + z = self.get_reconstructed_input(y) + L = - T.sum(self.x * T.log(z) + (1 - self.x) * T.log(1 - z), axis=1) + return L + def get_cost_updates(self, corruption_level, learning_rate): """ This function computes the cost and the updates for one trainng step of the dA """ @@ -320,15 +326,16 @@ def test_dA(learning_rate=0.1, training_epochs=15, } ) - test_da = theano.function( - [index], - cost, + error_vector = da.get_errors() + + errors = theano.function( + [], + error_vector, givens={ - x: train_set_x[index: index + 1] + x: train_set_x } ) - start_time = time.clock() ############ @@ -352,7 +359,7 @@ def test_dA(learning_rate=0.1, training_epochs=15, os.path.split(__file__)[1] + ' ran for %.2fm' % ((training_time) / 60.)) - return test_da + return errors image = Image.fromarray( tile_raster_images(X=da.W.get_value(borrow=True).T, From a347ab223e6e4b52fade8c7f33296d5a18f39589 Mon Sep 17 00:00:00 2001 From: Chiao-Lun Cheng Date: Thu, 29 Jan 2015 09:11:57 +0000 Subject: [PATCH 4/4] order --- code/order.dat | Bin 0 -> 400000 bytes 1 file changed, 0 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