diff --git a/aten/src/ATen/native/ReduceAllOps.cpp b/aten/src/ATen/native/ReduceAllOps.cpp
index 2ac14a76fbc66..34a4b58cbce0a 100644
--- a/aten/src/ATen/native/ReduceAllOps.cpp
+++ b/aten/src/ATen/native/ReduceAllOps.cpp
@@ -8,7 +8,6 @@
 #include <ATen/Functions.h>
 #include <ATen/NativeFunctions.h>
 #else
-#include <ATen/ops/_aminmax_native.h>
 #include <ATen/ops/aminmax.h>
 #include <ATen/ops/empty.h>
 #include <ATen/ops/max.h>
@@ -66,11 +65,4 @@ Tensor& max_unary_out(const Tensor &self, Tensor& out) {
   return out;
 }
 
-// DEPRECATED: Use at::aminmax instead
-std::tuple<Tensor, Tensor> _aminmax_all(const Tensor &self) {
-  TORCH_WARN_ONCE("_aminmax is deprecated as of PyTorch 1.11 and will be removed in a future release. Use aminmax instead."
-                  " This warning will only appear once per process.");
-  return at::aminmax(self);
-}
-
 } // namespace at::native
diff --git a/aten/src/ATen/native/TensorCompare.cpp b/aten/src/ATen/native/TensorCompare.cpp
index 04d8e8cbf8313..e9599b4898fcd 100644
--- a/aten/src/ATen/native/TensorCompare.cpp
+++ b/aten/src/ATen/native/TensorCompare.cpp
@@ -20,7 +20,6 @@
 #include <ATen/Functions.h>
 #include <ATen/NativeFunctions.h>
 #else
-#include <ATen/ops/_aminmax_native.h>
 #include <ATen/ops/_assert_async_native.h>
 #include <ATen/ops/_functional_assert_async_native.h>
 #include <ATen/ops/_print_native.h>
@@ -682,13 +681,6 @@ std::tuple<Tensor, Tensor> qmin(const Tensor& self, int64_t dim, bool keepdim) {
       at::_make_per_tensor_quantized_tensor(min, self.q_scale(), self.q_zero_point()), min_indices);
 }
 
-// DEPRECATED: Use at::aminmax instead
-std::tuple<Tensor, Tensor> _aminmax(const Tensor& self, int64_t dim, bool keepdim) {
-  TORCH_WARN_ONCE("_aminmax is deprecated as of PyTorch 1.11 and will be removed in a future release. Use aminmax instead."
-                  " This warning will only appear once per process.");
-  return at::aminmax(self, dim, keepdim);
-}
-
 TORCH_IMPL_FUNC(clamp_out)
 (
  const Tensor& /*self*/,
diff --git a/aten/src/ATen/native/native_functions.yaml b/aten/src/ATen/native/native_functions.yaml
index 8c84694c0ec37..1ea973f93261b 100644
--- a/aten/src/ATen/native/native_functions.yaml
+++ b/aten/src/ATen/native/native_functions.yaml
@@ -3762,18 +3762,6 @@
 # This function should be deprecated in favor of differential_analytic_matrix_function in FunctionsManual.cpp
 - func: matrix_exp_backward(Tensor self, Tensor grad) -> Tensor
 
-# DEPRECATED: Use torch.aminmax instead
-- func: _aminmax(Tensor self) -> (Tensor, Tensor)
-  dispatch:
-    CPU, CUDA: _aminmax_all
-  autogen: _aminmax.out
-
-# DEPRECATED: Use torch.aminmax instead
-- func: _aminmax.dim(Tensor self, int dim, bool keepdim=False) -> (Tensor, Tensor)
-  dispatch:
-    CPU, CUDA: _aminmax
-  autogen: _aminmax.dim_out
-
 - func: aminmax(Tensor self, *, int? dim=None, bool keepdim=False) -> (Tensor min, Tensor max)
   device_check: NoCheck   # TensorIterator
   structured_delegate: aminmax.out
diff --git a/aten/src/ATen/native/quantized/cuda/FusedObsFakeQuant.cu b/aten/src/ATen/native/quantized/cuda/FusedObsFakeQuant.cu
index d75a10c0db897..c28f095bb9074 100644
--- a/aten/src/ATen/native/quantized/cuda/FusedObsFakeQuant.cu
+++ b/aten/src/ATen/native/quantized/cuda/FusedObsFakeQuant.cu
@@ -7,7 +7,7 @@
 #ifndef AT_PER_OPERATOR_HEADERS
 #include <ATen/Functions.h>
 #else
-#include <ATen/ops/_aminmax.h>
+#include <ATen/ops/aminmax.h>
 #include <ATen/ops/_fake_quantize_per_tensor_affine_cachemask_tensor_qparams.h>
 #include <ATen/ops/fake_quantize_per_channel_affine.h>
 #include <ATen/ops/fake_quantize_per_channel_affine_cachemask.h>
@@ -148,7 +148,7 @@ void _calculate_moving_average(
   cudaStream_t cuda_stream = at::cuda::getCurrentCUDAStream();
 
   if (per_row_fq) {
-    std::tie(x_min, x_max) = at::_aminmax(x, 1);
+    std::tie(x_min, x_max) = at::aminmax(x, 1);
     float* x_min_data = x_min.data_ptr<float>();
     float* x_max_data = x_max.data_ptr<float>();
     int num_threads = std::min(size, (int64_t)512);
@@ -165,7 +165,7 @@ void _calculate_moving_average(
         size);
     C10_CUDA_KERNEL_LAUNCH_CHECK();
   } else {
-    std::tie(x_min, x_max) = at::_aminmax(x);
+    std::tie(x_min, x_max) = at::aminmax(x);
     float* x_min_data = x_min.data_ptr<float>();
     float* x_max_data = x_max.data_ptr<float>();
     // Moving Average Min/Max observer for activations
diff --git a/torch/_dynamo/trace_rules.py b/torch/_dynamo/trace_rules.py
index 8a2c12ee4e84e..6441ac3b0e84b 100644
--- a/torch/_dynamo/trace_rules.py
+++ b/torch/_dynamo/trace_rules.py
@@ -373,7 +373,6 @@
         "torch._add_relu_",
         "torch._add_relu",
         "torch._addmm_activation",
-        "torch._aminmax",
         "torch._amp_foreach_non_finite_check_and_unscale_",
         "torch._amp_update_scale_",
         "torch._assert_async",