diff --git a/python/taichi/lang/__init__.py b/python/taichi/lang/__init__.py
index 15da341ca4fb3d..032710df4e8c1d 100644
--- a/python/taichi/lang/__init__.py
+++ b/python/taichi/lang/__init__.py
@@ -3,6 +3,7 @@
 from .transformer import TaichiSyntaxError
 from .ndrange import ndrange, GroupedNDRange
 from copy import deepcopy as _deepcopy
+import functools
 import os
 
 core = taichi_lang_core
@@ -208,6 +209,13 @@ def _get_or_make_arch_checkers(kwargs):
 def all_archs_with(**kwargs):
   kwargs = _deepcopy(kwargs)
   def decorator(test):
+    # @pytest.mark.parametrize decorator only knows about regular function args,
+    # without *args or **kwargs. By decorating with @functools.wraps, the
+    # signature of |test| is preserved, so that @ti.all_archs can be used after
+    # the parametrization decorator.
+    #
+    # Full discussion: https://github.com/pytest-dev/pytest/issues/6810
+    @functools.wraps(test)
     def wrapped(*test_args, **test_kwargs):
       import taichi as ti
       can_run_on = test_kwargs.pop(
@@ -252,6 +260,7 @@ def archs_excluding(*excluded_archs, **kwargs):
   excluded_archs = set(excluded_archs)
 
   def decorator(test):
+    @functools.wraps(test)
     def wrapped(*test_args, **test_kwargs):
       def checker(arch): return arch not in excluded_archs
       _get_or_make_arch_checkers(test_kwargs).register(checker)
@@ -275,6 +284,7 @@ def require(*exts):
   assert all([isinstance(e, core.Extension) for e in exts])
 
   def decorator(test):
+    @functools.wraps(test)
     def wrapped(*test_args, **test_kwargs):
       def checker(arch): return all([is_supported(arch, e) for e in exts])
       _get_or_make_arch_checkers(test_kwargs).register(checker)
@@ -330,48 +340,6 @@ def func__(*args, **kwargs):
   return decorator
 
 
-# Poor man's parametrized test decorator
-# The usage is identical to how @pytest.mark.parametrize is commonly used. For
-# example:
-#
-# @ti.parametrize('foo', [1, 2, 3])
-# @ti.all_archs
-# def test_xx(foo):
-#    ...
-#
-# @ti.parametrize('foo,bar', [
-#   (1, 'a'),
-#   (2, 'b'),
-#   (3, 'c'),
-# ])
-# @ti.all_archs
-# def test_yy(foo, bar):
-#    ...
-def parametrize(argnames: str, argvalues):
-  # @pytest.mark.parametrize only works for canonical function args, and doesn't
-  # support *args or **kwargs. This makes it difficult to play along with other
-  # decorators like @ti.all_archs. As a result, we implement our own.
-  argnames = [s.strip() for s in argnames.split(',')]
-  def iterable(x):
-    try:
-      _ = iter(x)
-      return True
-    except:
-      return False
-
-  def decorator(test):
-    def wrapped(*test_args, **test_kwargs):
-      for vals in argvalues:
-        if isinstance(vals, str) or not iterable(vals):
-          vals = (vals, )
-        kwargs = {k: v for k, v in zip(argnames, vals)}
-        assert len(kwargs.keys() & test_kwargs.keys()) == 0
-        kwargs.update(test_kwargs)
-        test(*test_args, **kwargs)
-    return wrapped
-  return decorator
-
-
 def complex_kernel(func):
 
   def decorated(*args, **kwargs):
diff --git a/tests/python/test_types.py b/tests/python/test_types.py
index dbe4affc4c5cb9..62b4a5eb9b464b 100644
--- a/tests/python/test_types.py
+++ b/tests/python/test_types.py
@@ -14,14 +14,14 @@ def func(value: dt):
   func(3)
   assert x[None] == 3
 
-@ti.parametrize('dt', _TI_TYPES)
+@pytest.mark.parametrize('dt', _TI_TYPES)
 # Metal backend doesn't support arg type other than 32-bit yet.
 @ti.archs_excluding(ti.metal)
 def test_type_assign_argument(dt):
   _test_type_assign_argument(dt)
 
 
-@ti.parametrize('dt', _TI_64_TYPES)
+@pytest.mark.parametrize('dt', _TI_64_TYPES)
 @ti.require(ti.extension.data64)
 @ti.all_archs
 def test_type_assign_argument64(dt):
@@ -46,12 +46,12 @@ def func():
       assert add[None] == x[None] + y[None]
       assert mul[None] == x[None] * y[None]
 
-@ti.parametrize('dt', _TI_TYPES)
+@pytest.mark.parametrize('dt', _TI_TYPES)
 @ti.all_archs
 def test_type_operator(dt):
   _test_type_operator(dt)
 
-@ti.parametrize('dt', _TI_64_TYPES)
+@pytest.mark.parametrize('dt', _TI_64_TYPES)
 @ti.require(ti.extension.data64)
 @ti.all_archs
 def test_type_operator64(dt):
@@ -70,12 +70,12 @@ def func(i: ti.i32, j: ti.i32):
       assert x[i, j] == 3
 
 
-@ti.parametrize('dt', _TI_TYPES)
+@pytest.mark.parametrize('dt', _TI_TYPES)
 @ti.all_archs
 def test_type_tensor(dt):
   _test_type_tensor(dt)
 
-@ti.parametrize('dt', _TI_64_TYPES)
+@pytest.mark.parametrize('dt', _TI_64_TYPES)
 @ti.require(ti.extension.data64)
 @ti.all_archs
 def test_type_tensor64(dt):
@@ -103,7 +103,7 @@ def func():
   else:
     assert c[None] == 2 ** n // 3 * 2 # does not overflow
 
-@ti.parametrize('dt,n', [
+@pytest.mark.parametrize('dt,n', [
   (ti.i8, 8),
   (ti.u8, 8),
   (ti.i16, 16),
@@ -115,7 +115,7 @@ def func():
 def test_overflow(dt, n):
   _test_overflow(dt, n)
 
-@ti.parametrize('dt,n', [
+@pytest.mark.parametrize('dt,n', [
   (ti.i64, 64),
   (ti.u64, 64),
 ])