diff --git a/conda/recipe/meta.yaml b/conda/recipe/meta.yaml
index 624641829c37..e7294b71b2cd 100644
--- a/conda/recipe/meta.yaml
+++ b/conda/recipe/meta.yaml
@@ -86,7 +86,6 @@ outputs:
         - psutil
         - scipy
         - typing_extensions
-        - attrs
         - ml_dtypes
         - tornado
         - cloudpickle
diff --git a/docker/install/ubuntu2004_install_python_package.sh b/docker/install/ubuntu2004_install_python_package.sh
index 05365bb87668..b79221885db0 100644
--- a/docker/install/ubuntu2004_install_python_package.sh
+++ b/docker/install/ubuntu2004_install_python_package.sh
@@ -23,7 +23,6 @@ set -o pipefail
 # install libraries for python package on ubuntu
 pip3 install --upgrade \
     "Pygments>=2.4.0" \
-    attrs \
     cloudpickle \
     cython \
     decorator \
diff --git a/docker/install/ubuntu_install_python_package.sh b/docker/install/ubuntu_install_python_package.sh
index 593ba15f5947..ba02b9ffdc5b 100755
--- a/docker/install/ubuntu_install_python_package.sh
+++ b/docker/install/ubuntu_install_python_package.sh
@@ -23,7 +23,6 @@ set -o pipefail
 # install libraries for python package on ubuntu
 pip3 install --upgrade \
     "Pygments>=2.4.0" \
-    attrs \
     cloudpickle \
     cython \
     decorator \
diff --git a/docs/install/from_source.rst b/docs/install/from_source.rst
index 8e2d94db5f9a..86d11e9a1b36 100644
--- a/docs/install/from_source.rst
+++ b/docs/install/from_source.rst
@@ -209,7 +209,7 @@ The following commands can be used to install the extra Python dependencies:
 
 .. code:: bash
 
-    pip3 install numpy decorator attrs
+    pip3 install numpy decorator
 
 * If you want to use RPC Tracker
 
diff --git a/python/gen_requirements.py b/python/gen_requirements.py
index 5919d2a9c787..d22544db484b 100644
--- a/python/gen_requirements.py
+++ b/python/gen_requirements.py
@@ -63,7 +63,6 @@
         (
             "Base requirements needed to install tvm",
             [
-                "attrs",
                 "cloudpickle",
                 "decorator",
                 "ml_dtypes",
@@ -236,7 +235,6 @@
 #    here. Include a comment linking to context or explaining why the constraint is in place.
 CONSTRAINTS = [
     ("astroid", None),
-    ("attrs", None),
     ("autodocsumm", None),
     ("black", "==20.8b1"),
     ("cloudpickle", None),
diff --git a/python/tvm/relay/transform/memory_plan.py b/python/tvm/relay/transform/memory_plan.py
index 948a79079ecd..814adb2b4ff1 100644
--- a/python/tvm/relay/transform/memory_plan.py
+++ b/python/tvm/relay/transform/memory_plan.py
@@ -20,7 +20,7 @@
 """
 from typing import Optional, Dict, List, Tuple
 from collections import defaultdict
-import attr
+from dataclasses import dataclass
 
 from ..expr_functor import ExprMutator
 from .. import op, expr
@@ -41,7 +41,7 @@ def is_primitive(call):
     )
 
 
-@attr.s(auto_attribs=True)
+@dataclass
 class Region:
     """
     Represents a control-free allocation region.