diff --git a/c10/test/util/irange_test.cpp b/c10/test/util/irange_test.cpp
index 8bf2f38aeb4..66fa4d4d786 100644
--- a/c10/test/util/irange_test.cpp
+++ b/c10/test/util/irange_test.cpp
@@ -4,6 +4,8 @@
 
 #include <gtest/gtest.h>
 
+#include <array>
+
 using namespace ::testing;
 
 TEST(irangeTest, range_test) {
@@ -56,3 +58,31 @@ TEST(irange, empty_reverse_range_one_input) {
   const std::vector<int> correct = {};
   ASSERT_EQ(test_vec, correct);
 }
+
+constexpr std::array<int, 3> toy_iota() {
+  std::array<int, 3> result = {0};
+  for (const auto i : c10::irange(3)) {
+    result[i] = i;
+  }
+  return result;
+}
+
+constexpr std::array<int, 3> toy_iota_with_start(int start) {
+  std::array<int, 3> result = {0};
+  for (const auto i : c10::irange(start, start + 3)) {
+    result[i - start] = i;
+  }
+  return result;
+}
+
+TEST(irange, constexpr_ok) {
+  constexpr auto arr = toy_iota();
+  static_assert(arr[0] == 0);
+  static_assert(arr[1] == 1);
+  static_assert(arr[2] == 2);
+
+  constexpr auto arr2 = toy_iota_with_start(4);
+  static_assert(arr2[0] == 4);
+  static_assert(arr2[1] == 5);
+  static_assert(arr2[2] == 6);
+}
diff --git a/c10/util/irange.h b/c10/util/irange.h
index 2719a82075c..f5310510099 100644
--- a/c10/util/irange.h
+++ b/c10/util/irange.h
@@ -24,28 +24,28 @@ struct integer_iterator {
   using pointer = I*;
   using reference = I&;
 
-  explicit integer_iterator(I value) : value(value) {}
+  explicit constexpr integer_iterator(I value) : value(value) {}
 
-  I operator*() const {
+  constexpr I operator*() const {
     return value;
   }
 
-  I const* operator->() const {
+  constexpr I const* operator->() const {
     return &value;
   }
 
-  integer_iterator& operator++() {
+  constexpr integer_iterator& operator++() {
     ++value;
     return *this;
   }
 
-  integer_iterator operator++(int) {
+  constexpr integer_iterator operator++(int) {
     const auto copy = *this;
     ++*this;
     return copy;
   }
 
-  bool operator==(const integer_iterator& other) const {
+  constexpr bool operator==(const integer_iterator& other) const {
     if constexpr (one_sided) {
       // Range-for loops' end test is `begin != end`, not `begin <
       // end`. To handle `c10::irange(n)` where n < 0 (which should be
@@ -64,7 +64,7 @@ struct integer_iterator {
     return false; // Horrible hack
   }
 
-  bool operator!=(const integer_iterator& other) const {
+  constexpr bool operator!=(const integer_iterator& other) const {
     return !(*this == other);
   }
 
@@ -80,12 +80,12 @@ template <
     std::enable_if_t<std::is_integral_v<I>, bool> = true>
 struct integer_range {
  public:
-  integer_range(I begin, I end) : begin_(begin), end_(end) {}
+  constexpr integer_range(I begin, I end) : begin_(begin), end_(end) {}
   using iterator = detail::integer_iterator<I, one_sided>;
-  iterator begin() const {
+  constexpr iterator begin() const {
     return begin_;
   }
-  iterator end() const {
+  constexpr iterator end() const {
     return end_;
   }
 
@@ -103,7 +103,7 @@ template <
     typename Integer2,
     std::enable_if_t<std::is_integral_v<Integer1>, bool> = true,
     std::enable_if_t<std::is_integral_v<Integer2>, bool> = true>
-integer_range<Integer2> irange(Integer1 begin, Integer2 end) {
+constexpr integer_range<Integer2> irange(Integer1 begin, Integer2 end) {
   // If end<=begin then the range is empty; we can achieve this effect by
   // choosing the larger of {begin, end} as the loop terminator
   return {
@@ -116,7 +116,7 @@ integer_range<Integer2> irange(Integer1 begin, Integer2 end) {
 template <
     typename Integer,
     std::enable_if_t<std::is_integral_v<Integer>, bool> = true>
-integer_range<Integer, true> irange(Integer end) {
+constexpr integer_range<Integer, true> irange(Integer end) {
   return {Integer(), end};
 }