@@ -140,7 +140,9 @@ def test_deep_eval(self) -> None:
140140 nframes = self .atype .shape [0 ]
141141 prefix = "test_consistent_io_" + self .__class__ .__name__ .lower ()
142142 rets = []
143+ rets_atomic = []
143144 rets_nopbc = []
145+ rets_nopbc_atomic = []
144146 for backend_name , suffix_idx in (
145147 # unfortunately, jax2tf cannot work with tf v1 behaviors
146148 ("jax" , 2 ) if DP_TEST_TF2_ONLY else ("tensorflow" , 0 ),
@@ -183,7 +185,8 @@ def test_deep_eval(self) -> None:
183185 aparam = aparam ,
184186 atomic = True ,
185187 )
186- rets .append (ret )
188+ rets .append (ret [:3 ])
189+ rets_atomic .append (ret [3 :])
187190 ret = deep_eval .eval (
188191 self .coords ,
189192 None ,
@@ -200,22 +203,24 @@ def test_deep_eval(self) -> None:
200203 aparam = aparam ,
201204 atomic = True ,
202205 )
203- rets_nopbc .append (ret )
204- for ret in rets [1 :]:
205- for vv1 , vv2 in zip (rets [0 ], ret , strict = True ):
206- if np .isnan (vv2 ).all ():
207- # expect all nan if not supported
208- continue
209- np .testing .assert_allclose (vv1 , vv2 , rtol = 1e-12 , atol = 1e-12 )
206+ rets_nopbc .append (ret [:3 ])
207+ rets_nopbc_atomic .append (ret [3 :])
210208
211- for idx , ret in enumerate (rets_nopbc [1 :]):
212- for vv1 , vv2 in zip (rets_nopbc [0 ], ret , strict = True ):
213- if np .isnan (vv2 ).all ():
214- # expect all nan if not supported
215- continue
216- np .testing .assert_allclose (
217- vv1 , vv2 , rtol = 1e-12 , atol = 1e-12 , err_msg = f"backend { idx + 1 } "
218- )
209+ for rets_idx , rets_x in enumerate (
210+ (rets , rets_atomic , rets_nopbc , rets_nopbc_atomic )
211+ ):
212+ for idx , ret in enumerate (rets_x [1 :]):
213+ for vv1 , vv2 in zip (rets_x [0 ], ret , strict = True ):
214+ if np .isnan (vv2 ).all ():
215+ # expect all nan if not supported
216+ continue
217+ np .testing .assert_allclose (
218+ vv1 ,
219+ vv2 ,
220+ rtol = 1e-12 ,
221+ atol = 1e-12 ,
222+ err_msg = f"backend { idx + 1 } for rets_idx { rets_idx } " ,
223+ )
219224
220225
221226class TestDeepPot (unittest .TestCase , IOTest ):
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