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Commit fb69843a authored by Luc Giffon's avatar Luc Giffon
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test vgg19 transformer working

parent 002851b1
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import unittest import unittest
from skluc.main.data.mldatasets.Cifar100FineDataset import Cifar100FineDataset
from skluc.main.data.mldatasets.Cifar10Dataset import Cifar10Dataset from skluc.main.data.mldatasets.Cifar10Dataset import Cifar10Dataset
from skluc.main.data.mldatasets.SVHNDataset import SVHNDataset
from skluc.main.data.transformation.VGG19Transformer import VGG19Transformer from skluc.main.data.transformation.VGG19Transformer import VGG19Transformer
from skluc.main.utils import logger from skluc.main.utils import logger
class TestVGG19Transformer(unittest.TestCase): class TestVGG19Transformer(unittest.TestCase):
def setUp(self): def setUp(self):
self.lst_name_cut_layers = [ self.lst_name_cut_layers = [
"block5_conv4",
"block4_conv4",
"block5_pool",
"block3_pool" "block3_pool"
] ]
self.dict_datasets = { self.dict_datasets = {
"cifar10": Cifar10Dataset, "cifar10": Cifar10Dataset,
"cifar100": Cifar100FineDataset,
"svhn": SVHNDataset
} }
def test_transform(self): def test_transform(self):
...@@ -45,6 +40,7 @@ class TestVGG19Transformer(unittest.TestCase): ...@@ -45,6 +40,7 @@ class TestVGG19Transformer(unittest.TestCase):
for name_cut_layer in self.lst_name_cut_layers: for name_cut_layer in self.lst_name_cut_layers:
logger.info("Testing cut layer {}".format(name_cut_layer)) logger.info("Testing cut layer {}".format(name_cut_layer))
trans = VGG19Transformer(data_name=data_name, cut_layer_name=name_cut_layer) trans = VGG19Transformer(data_name=data_name, cut_layer_name=name_cut_layer)
logger.debug(trans.keras_model)
del trans del trans
......
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