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use 1E-4 in groupnorm test(#16169)
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sxjscience authored and haojin2 committed Sep 16, 2019
1 parent 5c136c9 commit 18d145c
Showing 1 changed file with 2 additions and 2 deletions.
4 changes: 2 additions & 2 deletions tests/python/unittest/test_operator.py
Original file line number Diff line number Diff line change
Expand Up @@ -1943,7 +1943,7 @@ def np_groupnorm_grad(ograd, data, gamma, beta, mean, std, num_groups, eps):
num_groups=num_groups, eps=eps, output_mean_var=True)
check_symbolic_forward(mx_sym, [mx_data, mx_gamma, mx_beta], [np_out, np_mean, np_std],
rtol=1e-2 if dtype == np.float16 else 1e-3,
atol=5e-3 if dtype == np.float16 else 1e-5, dtype=dtype)
atol=5e-3 if dtype == np.float16 else 1e-4, dtype=dtype)
mx_sym = mx.sym.GroupNorm(data=data_sym, gamma=gamma_sym, beta=beta_sym,
num_groups=num_groups, eps=eps, output_mean_var=False)
np_ograd = np.random.uniform(-1.0, 1.0, dshape).astype(dtype)
Expand All @@ -1956,7 +1956,7 @@ def np_groupnorm_grad(ograd, data, gamma, beta, mean, std, num_groups, eps):
check_symbolic_backward(mx_sym, [mx_data, mx_gamma, mx_beta], [mx.nd.array(np_ograd)],
[np_data_grad, np_gamma_grad, np_beta_grad],
rtol=1e-2 if dtype == np.float16 else 1e-3,
atol=5e-2 if dtype == np.float16 else 1e-5, dtype=dtype)
atol=5e-2 if dtype == np.float16 else 1e-4, dtype=dtype)


@with_seed()
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