diff --git a/mindspore/ccsrc/kernel/tbe/tbe_adapter.cc b/mindspore/ccsrc/kernel/tbe/tbe_adapter.cc
index 9e69cc7445cda0a634523a040267b6f98edc6558..e758a20b3534716b293a5b3f5499363de68831f1 100644
--- a/mindspore/ccsrc/kernel/tbe/tbe_adapter.cc
+++ b/mindspore/ccsrc/kernel/tbe/tbe_adapter.cc
@@ -77,6 +77,7 @@ static std::map<string, string> tbe_func_adapter_map = {
   {"resize_nearest_neighbor", "resize_nearest_neighbor_v2_d"},
   {"resize_nearest_neighbor_grad", "resize_nearest_neighbor_v2_grad_d"},
   {"pad", "pad_d"},
+  {"argmax", "arg_max_d"},
   {"space_to_batch", "space_to_batch_d"},
   {"batch_to_space", "batch_to_space_d"},
   {"resize_bilinear", "resize_bilinear_v2_d"},
diff --git a/mindspore/ops/_op_impl/tbe/__init__.py b/mindspore/ops/_op_impl/tbe/__init__.py
index c8aa30f2c25198ed757191e6825b09931a245d00..aa604d18de6346b14f4f0a5a00056cbdfb15eb12 100644
--- a/mindspore/ops/_op_impl/tbe/__init__.py
+++ b/mindspore/ops/_op_impl/tbe/__init__.py
@@ -175,6 +175,7 @@ from .bounding_box_decode import _bounding_box_decode_tbe
 from .bounding_box_encode import _bounding_box_encode_tbe
 from .check_valid import _check_valid_tbe
 from .iou import _iou_tbe
+from .arg_max import _arg_max_tbe
 from .nms_with_mask import nms_with_mask_op_info
 from .random_choice_with_mask import random_choice_with_mask_op_info
 from .sgd import sgd_op_info
diff --git a/mindspore/ops/_op_impl/tbe/arg_max.py b/mindspore/ops/_op_impl/tbe/arg_max.py
new file mode 100644
index 0000000000000000000000000000000000000000..dbfe2ad923b7eedb1239980b1949a9d10ecdee61
--- /dev/null
+++ b/mindspore/ops/_op_impl/tbe/arg_max.py
@@ -0,0 +1,38 @@
+# Copyright 2020 Huawei Technologies Co., Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ============================================================================
+
+"""Argmax op"""
+from mindspore.ops.op_info_register import op_info_register, TBERegOp, DataType
+
+arg_max_op_info = TBERegOp("Argmax") \
+    .fusion_type("ELEMWISE") \
+    .async_flag(False) \
+    .binfile_name("arg_max_d.so") \
+    .compute_cost(10) \
+    .kernel_name("arg_max_d") \
+    .partial_flag(True) \
+    .attr("dimension", "required", "int", "all") \
+    .attr("dtype", "optional", "type", "all") \
+    .input(0, "x", False, "required", "all") \
+    .output(0, "y", False, "required", "all") \
+    .dtype_format(DataType.F16_Default, DataType.I32_Default) \
+    .dtype_format(DataType.F32_Default, DataType.I32_Default) \
+    .get_op_info()
+
+
+@op_info_register(arg_max_op_info)
+def _arg_max_tbe():
+    """Argmax TBE register"""
+    return