def test_list_invalid_key(self):
lc = LearningCurve(self.fpath)
lc.parse()
assert_raises(KeyError, lc.list, 'wrong-key', phase=Phase.TRAIN)
assert_raises(KeyError, lc.list, 'wrong-key', phase=Phase.TEST)
assert_raises(KeyError, lc.list, 'accuracy', phase=Phase.TRAIN)
def test_list_num_iters(self):
lc = LearningCurve(self.fpath)
lc.parse()
x = lc.list('NumIters')
dx = np.diff(x)
assert_true(np.all(dx > 0))
def test_list_invalid_key(self):
lc = LearningCurve(self.fpath)
lc.parse()
assert_raises(KeyError, lc.list, 'wrong-key', phase=Phase.TRAIN)
assert_raises(KeyError, lc.list, 'wrong-key', phase=Phase.TEST)
assert_raises(KeyError, lc.list, 'accuracy', phase=Phase.TRAIN)
def test_list_num_iters(self):
lc = LearningCurve(self.fpath)
lc.parse()
x = lc.list('NumIters')
dx = np.diff(x)
assert_true(np.all(dx > 0))
def test_list_loss_acc(self):
lc = LearningCurve(self.fpath)
lc.parse()
loss = lc.list('loss')
acc = lc.list('accuracy')
assert_equal(loss.shape, acc.shape)
assert_false(np.all(loss == acc))
def test_list_loss_acc(self):
lc = LearningCurve(self.fpath)
lc.parse()
loss = lc.list('loss')
acc = lc.list('accuracy')
assert_equal(loss.shape, acc.shape)
assert_false(np.all(loss == acc))
def test_list(self):
lc = LearningCurve(self.fpath)
lc.parse()
x = lc.list('NumIters')
assert_greater(x.size, 0)
loss = lc.list('loss')
assert_equal(x.shape, loss.shape)
acc = lc.list('accuracy')
assert_equal(x.shape, acc.shape)
def test_list(self):
lc = LearningCurve(self.fpath)
lc.parse()
x = lc.list('NumIters')
assert_greater(x.size, 0)
loss = lc.list('loss')
assert_equal(x.shape, loss.shape)
acc = lc.list('accuracy')
assert_equal(x.shape, acc.shape)
def test_keys_parsed(self):
lc = LearningCurve(self.fpath)
train_keys, test_keys = lc.parse()
assert_list_equal(train_keys,
['NumIters', 'Seconds', 'LearningRate', 'loss'])
assert_list_equal(
test_keys,
['NumIters', 'Seconds', 'LearningRate', 'accuracy', 'loss'])
def test_keys_parsed(self):
lc = LearningCurve(self.fpath)
train_keys, test_keys = lc.parse()
assert_list_equal(train_keys, ['NumIters', 'Seconds', 'LearningRate', 'loss'])
assert_list_equal(test_keys, ['NumIters', 'Seconds', 'LearningRate', 'accuracy', 'loss'])
