def setUp(self):
seqlen = 5
batsize = 33
inpvocsize = 27
innerdim = 7
outvocsize = 17
self.sed = SimpleEncoderDecoder(innerdim=innerdim,
input_vocsize=inpvocsize,
output_vocsize=outvocsize)
inpseqv = np.random.randint(0, inpvocsize, (batsize, seqlen))
outseqv = np.random.randint(0, outvocsize, (batsize, seqlen))
self.sedoutv = self.sed.predict(inpseqv, outseqv)
self.sedoutvshape = (batsize, seqlen, outvocsize)
class TestSimpleEncoderDecoder(TestCase):
def setUp(self):
seqlen = 5
batsize = 33
inpvocsize = 27
innerdim = 7
outvocsize = 17
self.sed = SimpleEncoderDecoder(innerdim=innerdim, input_vocsize=inpvocsize, output_vocsize=outvocsize)
inpseqv = np.random.randint(0, inpvocsize, (batsize, seqlen))
outseqv = np.random.randint(0, outvocsize, (batsize, seqlen))
self.sedoutv = self.sed.predict(inpseqv, outseqv)
self.sedoutvshape = (batsize, seqlen, outvocsize)
def test_output_shapes(self):
self.assertEqual(self.sedoutv.shape, self.sedoutvshape)
def test_propagated_param_names(self):
expectedparams = {"w": 2,
"u": 2,
"b": 2,
"wm": 2,
"um": 2,
"bm": 2,
"whf": 2,
"uhf": 2,
"bhf": 2,
"matdot": 1}
for param in [x.name for x in self.sed.output.allparams]:
expectedparams[param] -= 1
for k, v in expectedparams.items():
self.assertEqual(v, 0)
def setUp(self):
seqlen = 5
batsize = 33
inpvocsize = 27
innerdim = 7
outvocsize = 17
self.sed = SimpleEncoderDecoder(innerdim=innerdim, input_vocsize=inpvocsize, output_vocsize=outvocsize)
inpseqv = np.random.randint(0, inpvocsize, (batsize, seqlen))
outseqv = np.random.randint(0, outvocsize, (batsize, seqlen))
self.sedoutv = self.sed.predict(inpseqv, outseqv)
self.sedoutvshape = (batsize, seqlen, outvocsize)
class TestSimpleEncoderDecoder(TestCase):
def setUp(self):
seqlen = 5
batsize = 33
inpvocsize = 27
innerdim = 7
outvocsize = 17
self.sed = SimpleEncoderDecoder(innerdim=innerdim,
input_vocsize=inpvocsize,
output_vocsize=outvocsize)
inpseqv = np.random.randint(0, inpvocsize, (batsize, seqlen))
outseqv = np.random.randint(0, outvocsize, (batsize, seqlen))
self.sedoutv = self.sed.predict(inpseqv, outseqv)
self.sedoutvshape = (batsize, seqlen, outvocsize)
def test_output_shapes(self):
self.assertEqual(self.sedoutv.shape, self.sedoutvshape)
def test_propagated_param_names(self):
expectedparams = {
"w": 2,
"u": 2,
"b": 2,
"wm": 2,
"um": 2,
"bm": 2,
"whf": 2,
"uhf": 2,
"bhf": 2,
"matdot": 1
}
for param in [x.name for x in self.sed.output.allparams]:
expectedparams[param] -= 1
for k, v in expectedparams.items():
self.assertEqual(v, 0)