diff --git a/autogen/cluster_regional.tf b/autogen/cluster_regional.tf
index d8b4840d5a..25774de5f0 100644
--- a/autogen/cluster_regional.tf
+++ b/autogen/cluster_regional.tf
@@ -169,6 +169,11 @@ resource "google_container_node_pool" "pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/autogen/cluster_zonal.tf b/autogen/cluster_zonal.tf
index 08149ee831..a8ebfad575 100644
--- a/autogen/cluster_zonal.tf
+++ b/autogen/cluster_zonal.tf
@@ -170,6 +170,11 @@ resource "google_container_node_pool" "zonal_pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/cluster_regional.tf b/cluster_regional.tf
index 124fd8b21b..3f6394ba4d 100644
--- a/cluster_regional.tf
+++ b/cluster_regional.tf
@@ -144,6 +144,11 @@ resource "google_container_node_pool" "pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/cluster_zonal.tf b/cluster_zonal.tf
index 087ac258d7..a7ed1d07e1 100644
--- a/cluster_zonal.tf
+++ b/cluster_zonal.tf
@@ -145,6 +145,11 @@ resource "google_container_node_pool" "zonal_pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/examples/node_pool/main.tf b/examples/node_pool/main.tf
index 83aebf7a2b..4aae6ae42a 100644
--- a/examples/node_pool/main.tf
+++ b/examples/node_pool/main.tf
@@ -19,12 +19,12 @@ locals {
 }
 
 provider "google" {
-  version = "~> 2.7.0"
+  version = "~> 2.9.0"
   region  = "${var.region}"
 }
 
 provider "google-beta" {
-  version = "~> 2.7.0"
+  version = "~> 2.9.0"
   region  = "${var.region}"
 }
 
@@ -57,6 +57,8 @@ module "gke" {
       max_count         = 2
       disk_size_gb      = 30
       disk_type         = "pd-standard"
+      accelerator_count = 1
+      accelerator_type  = "nvidia-tesla-p4"
       image_type        = "COS"
       auto_repair       = false
       service_account   = "${var.compute_engine_service_account}"
diff --git a/modules/beta-private-cluster/cluster_regional.tf b/modules/beta-private-cluster/cluster_regional.tf
index 39c4e3a899..12552bca33 100644
--- a/modules/beta-private-cluster/cluster_regional.tf
+++ b/modules/beta-private-cluster/cluster_regional.tf
@@ -161,6 +161,11 @@ resource "google_container_node_pool" "pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/modules/beta-private-cluster/cluster_zonal.tf b/modules/beta-private-cluster/cluster_zonal.tf
index 843821ca28..a1d5edf744 100644
--- a/modules/beta-private-cluster/cluster_zonal.tf
+++ b/modules/beta-private-cluster/cluster_zonal.tf
@@ -162,6 +162,11 @@ resource "google_container_node_pool" "zonal_pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/modules/beta-public-cluster/cluster_regional.tf b/modules/beta-public-cluster/cluster_regional.tf
index 60601bd644..56fde5a2da 100644
--- a/modules/beta-public-cluster/cluster_regional.tf
+++ b/modules/beta-public-cluster/cluster_regional.tf
@@ -155,6 +155,11 @@ resource "google_container_node_pool" "pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/modules/beta-public-cluster/cluster_zonal.tf b/modules/beta-public-cluster/cluster_zonal.tf
index 37a8f847a2..a7331edd92 100644
--- a/modules/beta-public-cluster/cluster_zonal.tf
+++ b/modules/beta-public-cluster/cluster_zonal.tf
@@ -156,6 +156,11 @@ resource "google_container_node_pool" "zonal_pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/modules/private-cluster/cluster_regional.tf b/modules/private-cluster/cluster_regional.tf
index b5869e6b61..d52ca5e746 100644
--- a/modules/private-cluster/cluster_regional.tf
+++ b/modules/private-cluster/cluster_regional.tf
@@ -150,6 +150,11 @@ resource "google_container_node_pool" "pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/modules/private-cluster/cluster_zonal.tf b/modules/private-cluster/cluster_zonal.tf
index d318acd764..4fe7d8f24e 100644
--- a/modules/private-cluster/cluster_zonal.tf
+++ b/modules/private-cluster/cluster_zonal.tf
@@ -151,6 +151,11 @@ resource "google_container_node_pool" "zonal_pools" {
       "${concat(var.node_pools_oauth_scopes["all"],
       var.node_pools_oauth_scopes[lookup(var.node_pools[count.index], "name")])}",
     ]
+
+    guest_accelerator {
+      type  = "${lookup(var.node_pools[count.index], "accelerator_type", "")}"
+      count = "${lookup(var.node_pools[count.index], "accelerator_count", 0)}"
+    }
   }
 
   lifecycle {
diff --git a/test/integration/node_pool/controls/gcloud.rb b/test/integration/node_pool/controls/gcloud.rb
index 889facf27f..a9696c211a 100644
--- a/test/integration/node_pool/controls/gcloud.rb
+++ b/test/integration/node_pool/controls/gcloud.rb
@@ -16,6 +16,8 @@
 location = attribute('location')
 cluster_name = attribute('cluster_name')
 
+expected_accelerators_count = "1"
+expected_accelerators_type = "nvidia-tesla-p4"
 
 control "gcloud" do
   title "Google Compute Engine GKE configuration"
@@ -202,6 +204,18 @@
           )
         end
 
+        it "has the expected accelerators" do
+          expect(data['nodePools']).to include(
+            including(
+              "name" => "pool-02",
+              "config" => including(
+                "accelerators" => [{"acceleratorCount" => expected_accelerators_count,
+                                    "acceleratorType" => expected_accelerators_type}],
+              ),
+            )
+          )
+        end
+
         it "has the expected disk size" do
           expect(data['nodePools']).to include(
             including(