def test_sse(self):
ss = SSE()
assert ss.value == 0.0
refs = CPUTensor([0.00, 1, 0.7, -0.4])
preds = CPUTensor([0.2, -1, 0.5, 2.4])
ss.add(refs, preds)
assert abs(ss.report() - (0.2**2 + 2**2 + 0.2**2 + 2.8**2)) < 1e-5
def test_sse(self):
ss = SSE()
assert ss.value == 0.0
refs = CPUTensor([0.00, 1, 0.7, -0.4])
preds = CPUTensor([0.2, -1, 0.5, 2.4])
ss.add(refs, preds)
assert abs(ss.report() - (0.2**2 + 2**2 + 0.2**2 + 2.8**2)) < 1e-5
def test_sse_mat(self):
ss = SSE()
assert ss.value == 0.0
refs = CPUTensor([[0, 1, 0.7], [0.5, -3, 0]])
preds = CPUTensor([[0.2, 1, 0.5], [0, -5.5, 0.10]])
ss.add(refs, preds)
assert abs(ss.report() -
(0.2**2 + 0**2 + 0.2**2 + 0.5**2 + 2.5**2 + .10**2)) < 1e-5
def test_sse_mat(self):
ss = SSE()
assert ss.value == 0.0
refs = CPUTensor([[0, 1, 0.7],
[0.5, -3, 0]])
preds = CPUTensor([[0.2, 1, 0.5],
[0, -5.5, 0.10]])
ss.add(refs, preds)
assert abs(ss.report() - (0.2**2 + 0**2 + 0.2**2 +
0.5**2 + 2.5**2 + .10**2)) < 1e-5
