diff --git a/tfjs-react-native/package.json b/tfjs-react-native/package.json
index c41de881e29..f29b4cb1c96 100644
--- a/tfjs-react-native/package.json
+++ b/tfjs-react-native/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@tensorflow/tfjs-react-native",
-  "version": "0.0.0",
+  "version": "0.8.0",
   "description": "TensorFlow.js platform implementation for React Native",
   "main": "dist/index.js",
   "types": "dist/index.d.ts",
@@ -33,8 +33,8 @@
   },
   "devDependencies": {
     "@react-native-async-storage/async-storage": "^1.13.0",
-    "@tensorflow/tfjs-backend-cpu": "~3.7.0",
-    "@tensorflow/tfjs-backend-webgl": "~3.7.0",
+    "@tensorflow/tfjs-backend-cpu": "~3.11.0",
+    "@tensorflow/tfjs-backend-webgl": "~3.11.0",
     "@tensorflow/tfjs-core": "3.7.0",
     "@types/base64-js": "^1.2.5",
     "@types/jasmine": "~3.3.0",
@@ -64,9 +64,9 @@
   },
   "peerDependencies": {
     "@react-native-async-storage/async-storage": "^1.13.0",
-    "@tensorflow/tfjs-backend-cpu": "~3.7.0",
-    "@tensorflow/tfjs-backend-webgl": "~3.7.0",
-    "@tensorflow/tfjs-core": "~3.7.0",
+    "@tensorflow/tfjs-backend-cpu": "~3.11.0",
+    "@tensorflow/tfjs-backend-webgl": "~3.11.0",
+    "@tensorflow/tfjs-core": "~3.11.0",
     "expo-asset": "^7.0.0",
     "expo-camera": "^7.0.0",
     "expo-gl": "^7.0.0",
diff --git a/tfjs-react-native/src/version.ts b/tfjs-react-native/src/version.ts
index 874251fb7e4..6fc4cfd4954 100644
--- a/tfjs-react-native/src/version.ts
+++ b/tfjs-react-native/src/version.ts
@@ -1,5 +1,5 @@
 /** @license See the LICENSE file. */
 
 // This code is auto-generated, do not modify this file!
-const version = '0.2.3';
+const version = '0.8.0';
 export {version};
diff --git a/tfjs-react-native/yarn.lock b/tfjs-react-native/yarn.lock
index 552c8005e20..eb5173ce961 100644
--- a/tfjs-react-native/yarn.lock
+++ b/tfjs-react-native/yarn.lock
@@ -85,24 +85,24 @@
   dependencies:
     defer-to-connect "^1.0.1"
 
-"@tensorflow/tfjs-backend-cpu@3.7.0", "@tensorflow/tfjs-backend-cpu@~3.7.0":
-  version "3.7.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-3.7.0.tgz#146ad00a8fffdf4794f9b1a0bfc080cddba96836"
-  integrity sha512-ZTs2ak9UDL/1CgUDsWn1g711G2X4Crwivbj+KxBZahlcM/OADYS3I0LZb7Q0IGnlGZsVoAFDWuywYw62Pgj9Tg==
+"@tensorflow/tfjs-backend-cpu@3.11.0", "@tensorflow/tfjs-backend-cpu@~3.11.0":
+  version "3.11.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-3.11.0.tgz#01d5d68b91faf12bee4854adae56bc956b794f1a"
+  integrity sha512-ShLkrZ4/rmhZwzGKenMFDfQnaEbyZgWA5F8JRa52Iob/vptlZeuOzjq87CZKmZMUmDswR9A2kjzovT/H1bJdWQ==
   dependencies:
     "@types/seedrandom" "2.4.27"
     seedrandom "2.4.3"
 
-"@tensorflow/tfjs-backend-webgl@~3.7.0":
-  version "3.7.0"
-  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-3.7.0.tgz#6f2ac996dbbb31bfe55c770afc21fc91cc4ba083"
-  integrity sha512-D1B85XJgcuvpaGWH2gUjOzIW/cKiT4jQaZcu99g3tOpaMVO4Ctz4mmPKhflr+AoHRVfLQbIvf6LT6fmWxbgFqw==
+"@tensorflow/tfjs-backend-webgl@~3.11.0":
+  version "3.11.0"
+  resolved "https://registry.yarnpkg.com/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-3.11.0.tgz#fbd7f24c164d17c11d964206b4b075b073b1a3bc"
+  integrity sha512-rNnc/dZ7LIl9O/Pn9W24I1h8kgpJ+XvG8NrdNSfIoWPCW4fvPSlU7B3yMeZXvRneny+z+T3xRs96nWyU2mZBJw==
   dependencies:
-    "@tensorflow/tfjs-backend-cpu" "3.7.0"
+    "@tensorflow/tfjs-backend-cpu" "3.11.0"
     "@types/offscreencanvas" "~2019.3.0"
     "@types/seedrandom" "2.4.27"
     "@types/webgl-ext" "0.0.30"
-    "@types/webgl2" "0.0.5"
+    "@types/webgl2" "0.0.6"
     seedrandom "2.4.3"
 
 "@tensorflow/tfjs-core@3.7.0":
@@ -207,10 +207,10 @@
   resolved "https://registry.yarnpkg.com/@types/webgl-ext/-/webgl-ext-0.0.30.tgz#0ce498c16a41a23d15289e0b844d945b25f0fb9d"
   integrity sha512-LKVgNmBxN0BbljJrVUwkxwRYqzsAEPcZOe6S2T6ZaBDIrFp0qu4FNlpc5sM1tGbXUYFgdVQIoeLk1Y1UoblyEg==
 
-"@types/webgl2@0.0.5":
-  version "0.0.5"
-  resolved "https://registry.yarnpkg.com/@types/webgl2/-/webgl2-0.0.5.tgz#dd925e20ab8ace80eb4b1e46fda5b109c508fb0d"
-  integrity sha512-oGaKsBbxQOY5+aJFV3KECDhGaXt+yZJt2y/OZsnQGLRkH6Fvr7rv4pCt3SRH1somIHfej/c4u7NSpCyd9x+1Ow==
+"@types/webgl2@0.0.6":
+  version "0.0.6"
+  resolved "https://registry.yarnpkg.com/@types/webgl2/-/webgl2-0.0.6.tgz#1ea2db791362bd8521548d664dbd3c5311cdf4b6"
+  integrity sha512-50GQhDVTq/herLMiqSQkdtRu+d5q/cWHn4VvKJtrj4DJAjo1MNkWYa2MA41BaBO1q1HgsUjuQvEOk0QHvlnAaQ==
 
 "@typescript-eslint/eslint-plugin@^4.2.0":
   version "4.19.0"