diff --git a/body-pix/demo/package.json b/body-pix/demo/package.json
index b25b6ad17c..bfa50d3259 100644
--- a/body-pix/demo/package.json
+++ b/body-pix/demo/package.json
@@ -11,9 +11,9 @@
   "dependencies": {
     "@tensorflow-models/body-pix": "link:../",
     "@tensorflow-models/posenet": "^2.2.2",
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
     "stats.js": "0.17.0"
   },
   "scripts": {
diff --git a/body-pix/package.json b/body-pix/package.json
index d466f82efb..49154e5a26 100644
--- a/body-pix/package.json
+++ b/body-pix/package.json
@@ -13,15 +13,15 @@
     "url": "https://github.com/tensorflow/tfjs-models.git"
   },
   "peerDependencies": {
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0"
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0"
   },
   "devDependencies": {
     "@babel/polyfill": "^7.10.4",
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
     "@types/jasmine": "^4.3.1",
     "jasmine": "~4.5.0",
     "jasmine-core": "~4.5.0",
diff --git a/coco-ssd/demo/package.json b/coco-ssd/demo/package.json
index 7e09f5a69e..4ae91e8ca4 100644
--- a/coco-ssd/demo/package.json
+++ b/coco-ssd/demo/package.json
@@ -10,10 +10,10 @@
   },
   "dependencies": {
     "@tensorflow-models/coco-ssd": "file:../dist",
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
     "stats.js": "^0.17.0"
   },
   "scripts": {
diff --git a/coco-ssd/package.json b/coco-ssd/package.json
index 3bd444ffb0..13ffca194d 100644
--- a/coco-ssd/package.json
+++ b/coco-ssd/package.json
@@ -13,16 +13,16 @@
     "url": "https://github.com/tensorflow/tfjs-models.git"
   },
   "peerDependencies": {
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0"
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0"
   },
   "devDependencies": {
     "@rollup/plugin-commonjs": "^11.0.2",
     "@rollup/plugin-node-resolve": "^7.1.1",
     "@rollup/plugin-typescript": "^3.0.0",
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
     "@types/jasmine": "~2.8.8",
     "babel-core": "~6.26.0",
     "babel-plugin-transform-runtime": "~6.23.0",
diff --git a/handpose/demo/package.json b/handpose/demo/package.json
index 44df6a3a93..5437ab695a 100644
--- a/handpose/demo/package.json
+++ b/handpose/demo/package.json
@@ -10,10 +10,10 @@
   },
   "dependencies": {
     "@tensorflow-models/handpose": "file:../dist",
-    "@tensorflow/tfjs-core": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-backend-wasm": "^4.21.0"
+    "@tensorflow/tfjs-core": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-backend-wasm": "^4.22.0"
   },
   "scripts": {
     "watch": "cross-env NODE_ENV=development parcel index.html --no-hmr ",
diff --git a/handpose/package.json b/handpose/package.json
index 61fd378588..2f262ccb2f 100644
--- a/handpose/package.json
+++ b/handpose/package.json
@@ -13,18 +13,18 @@
     "url": "https://github.com/tensorflow/tfjs-models.git"
   },
   "peerDependencies": {
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0"
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0"
   },
   "devDependencies": {
     "@rollup/plugin-commonjs": "^11.0.2",
     "@rollup/plugin-node-resolve": "^7.1.1",
     "@rollup/plugin-typescript": "^3.0.0",
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
     "@types/jasmine": "~2.8.8",
     "babel-core": "~6.26.0",
     "babel-plugin-transform-runtime": "~6.23.0",
diff --git a/knn-classifier/demo/package.json b/knn-classifier/demo/package.json
index 736fb8b335..c83e15f4bc 100644
--- a/knn-classifier/demo/package.json
+++ b/knn-classifier/demo/package.json
@@ -11,11 +11,11 @@
   "dependencies": {
     "@tensorflow-models/knn-classifier": "file:../dist",
     "@tensorflow-models/mobilenet": "2.1.0",
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
-    "@tensorflow/tfjs-layers": "^4.21.0",
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
+    "@tensorflow/tfjs-layers": "^4.22.0",
     "stats.js": "^0.17.0"
   },
   "scripts": {
diff --git a/knn-classifier/package.json b/knn-classifier/package.json
index a23639d37c..67f0684b76 100644
--- a/knn-classifier/package.json
+++ b/knn-classifier/package.json
@@ -13,14 +13,14 @@
     "url": "https://github.com/tensorflow/tfjs-models.git"
   },
   "peerDependencies": {
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0"
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0"
   },
   "devDependencies": {
     "@rollup/plugin-node-resolve": "^11.1.0",
     "@rollup/plugin-typescript": "3.1.1",
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
     "@types/jasmine": "^3.6.3",
     "babel-core": "~6.26.0",
     "babel-plugin-transform-runtime": "~6.23.0",
diff --git a/posenet/demo/package.json b/posenet/demo/package.json
index 958e77e859..92cddb18d9 100644
--- a/posenet/demo/package.json
+++ b/posenet/demo/package.json
@@ -10,9 +10,9 @@
   },
   "dependencies": {
     "@tensorflow-models/posenet": "file:../dist",
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
     "stats.js": "^0.17.0"
   },
   "scripts": {
diff --git a/posenet/package.json b/posenet/package.json
index 634be5d13a..794abaa65d 100644
--- a/posenet/package.json
+++ b/posenet/package.json
@@ -13,13 +13,13 @@
     "url": "https://github.com/tensorflow/tfjs-models.git"
   },
   "peerDependencies": {
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0"
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0"
   },
   "devDependencies": {
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
     "@types/jasmine": "~3.3.15",
     "babel-core": "^6.26.0",
     "babel-plugin-transform-runtime": "~6.23.0",
diff --git a/qna/demo/package.json b/qna/demo/package.json
index b397b67b73..4803881dc9 100644
--- a/qna/demo/package.json
+++ b/qna/demo/package.json
@@ -26,10 +26,10 @@
     "@babel/plugin-transform-runtime": "^7.7.6",
     "@babel/polyfill": "^7.10.4",
     "@babel/preset-env": "^7.7.6",
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
-    "@tensorflow/tfjs-backend-webgl": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
+    "@tensorflow/tfjs-backend-webgl": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
     "babel-preset-env": "^1.7.0",
     "clang-format": "~1.5.0",
     "cross-env": "^7.0.3",
diff --git a/qna/package.json b/qna/package.json
index dcf673c701..cc162acc8d 100644
--- a/qna/package.json
+++ b/qna/package.json
@@ -13,15 +13,15 @@
     "url": "https://github.com/tensorflow/tfjs-models.git"
   },
   "peerDependencies": {
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0"
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0"
   },
   "devDependencies": {
     "@rollup/plugin-node-resolve": "^11.1.0",
     "@rollup/plugin-typescript": "3.1.1",
-    "@tensorflow/tfjs-backend-cpu": "^4.21.0",
-    "@tensorflow/tfjs-converter": "^4.21.0",
-    "@tensorflow/tfjs-core": "^4.21.0",
+    "@tensorflow/tfjs-backend-cpu": "^4.22.0",
+    "@tensorflow/tfjs-converter": "^4.22.0",
+    "@tensorflow/tfjs-core": "^4.22.0",
     "@types/jasmine": "^3.6.3",
     "babel-core": "~6.26.3",
     "babel-plugin-transform-runtime": "~6.23.0",