diff --git a/tests/lax_numpy_test.py b/tests/lax_numpy_test.py
index 5fef447851a6..6a1eaf8ca4bf 100644
--- a/tests/lax_numpy_test.py
+++ b/tests/lax_numpy_test.py
@@ -457,9 +457,8 @@ def f():
                                  JAX_COMPOUND_OP_RECORDS)))
   def testOp(self, onp_op, jnp_op, rng_factory, shapes, dtypes, check_dtypes,
              tolerance, inexact):
-    if onp_op is onp.float_power:
-      onp_op = jtu.ignore_warning(category=RuntimeWarning,
-                                  message="invalid value.*")(onp_op)
+    onp_op = jtu.ignore_warning(category=RuntimeWarning,
+                                message="invalid value.*")(onp_op)
 
     rng = rng_factory(self.rng())
     args_maker = self._GetArgsMaker(rng, shapes, dtypes, onp_arrays=False)
diff --git a/tests/lax_test.py b/tests/lax_test.py
index f1880e4d6991..bcfcc36d1361 100644
--- a/tests/lax_test.py
+++ b/tests/lax_test.py
@@ -109,7 +109,7 @@ def op_record(op, nargs, dtypes, rng_factory, tol=None):
     op_record("rsqrt", 1, float_dtypes + complex_dtypes, jtu.rand_positive),
     op_record("square", 1, float_dtypes + complex_dtypes, jtu.rand_default),
     op_record("reciprocal", 1, float_dtypes + complex_dtypes, jtu.rand_positive),
-    op_record("tan", 1, float_dtypes, jtu.rand_default, {onp.float32: 1e-5}),
+    op_record("tan", 1, float_dtypes, jtu.rand_default, {onp.float32: 3e-5}),
     op_record("asin", 1, float_dtypes, jtu.rand_small),
     op_record("acos", 1, float_dtypes, jtu.rand_small),
     op_record("atan", 1, float_dtypes, jtu.rand_small),
diff --git a/tests/scipy_stats_test.py b/tests/scipy_stats_test.py
index 3a5e4cf15475..9cf11302f21f 100644
--- a/tests/scipy_stats_test.py
+++ b/tests/scipy_stats_test.py
@@ -114,7 +114,8 @@ def args_maker():
 
     self._CheckAgainstNumpy(scipy_fun, lax_fun, args_maker, check_dtypes=False,
                             tol=1e-3)
-    self._CompileAndCheck(lax_fun, args_maker, check_dtypes=True, rtol=1e-4)
+    self._CompileAndCheck(lax_fun, args_maker, check_dtypes=True,
+                          rtol={onp.float32: 2e-3, onp.float64: 1e-4})
 
   @genNamedParametersNArgs(3, jtu.rand_default)
   def testCauchyLogPdf(self, rng_factory, shapes, dtypes):