diff --git a/torchvision/csrc/ROIAlign.h b/torchvision/csrc/ROIAlign.h
index 5abc9120372..2e914ac0092 100644
--- a/torchvision/csrc/ROIAlign.h
+++ b/torchvision/csrc/ROIAlign.h
@@ -1,9 +1,9 @@
 #pragma once
 
-#include "cpu/vision.h"
+#include "cpu/vision_cpu.h"
 
 #ifdef WITH_CUDA
-#include "cuda/vision.h"
+#include "cuda/vision_cuda.h"
 #endif
 
 // Interface for Python
diff --git a/torchvision/csrc/ROIPool.h b/torchvision/csrc/ROIPool.h
index 23c91391986..8885be4739f 100644
--- a/torchvision/csrc/ROIPool.h
+++ b/torchvision/csrc/ROIPool.h
@@ -1,9 +1,9 @@
 #pragma once
 
-#include "cpu/vision.h"
+#include "cpu/vision_cpu.h"
 
 #ifdef WITH_CUDA
-#include "cuda/vision.h"
+#include "cuda/vision_cuda.h"
 #endif
 
 std::tuple<at::Tensor, at::Tensor> ROIPool_forward(
diff --git a/torchvision/csrc/cpu/ROIAlign_cpu.cpp b/torchvision/csrc/cpu/ROIAlign_cpu.cpp
index 8d7841a7861..92b67704e56 100644
--- a/torchvision/csrc/cpu/ROIAlign_cpu.cpp
+++ b/torchvision/csrc/cpu/ROIAlign_cpu.cpp
@@ -1,5 +1,5 @@
 #include <ATen/TensorUtils.h>
-#include "cpu/vision.h"
+#include "cpu/vision_cpu.h"
 
 // implementation taken from Caffe2
 template <typename T>
diff --git a/torchvision/csrc/cpu/nms_cpu.cpp b/torchvision/csrc/cpu/nms_cpu.cpp
index 5f6d2c3b1fd..5d5567291d9 100644
--- a/torchvision/csrc/cpu/nms_cpu.cpp
+++ b/torchvision/csrc/cpu/nms_cpu.cpp
@@ -1,4 +1,4 @@
-#include "cpu/vision.h"
+#include "cpu/vision_cpu.h"
 
 template <typename scalar_t>
 at::Tensor nms_cpu_kernel(
diff --git a/torchvision/csrc/cpu/vision.h b/torchvision/csrc/cpu/vision_cpu.h
similarity index 100%
rename from torchvision/csrc/cpu/vision.h
rename to torchvision/csrc/cpu/vision_cpu.h
diff --git a/torchvision/csrc/cuda/vision.h b/torchvision/csrc/cuda/vision_cuda.h
similarity index 100%
rename from torchvision/csrc/cuda/vision.h
rename to torchvision/csrc/cuda/vision_cuda.h
diff --git a/torchvision/csrc/nms.h b/torchvision/csrc/nms.h
index 48d8e5d32a6..2bae4e98603 100644
--- a/torchvision/csrc/nms.h
+++ b/torchvision/csrc/nms.h
@@ -1,8 +1,8 @@
 #pragma once
-#include "cpu/vision.h"
+#include "cpu/vision_cpu.h"
 
 #ifdef WITH_CUDA
-#include "cuda/vision.h"
+#include "cuda/vision_cpu.h"
 #endif
 
 at::Tensor nms(