diff --git a/face_recognition/facenet_nchw.js b/face_recognition/facenet_nchw.js
index 1a7d76fd..d33ef09d 100644
--- a/face_recognition/facenet_nchw.js
+++ b/face_recognition/facenet_nchw.js
@@ -233,7 +233,10 @@ export class FaceNetNchw {
         block8_5, 6, ['977', '1104', '978', '1080', '1086'], false);
 
     const averagePool = this.builder_.averagePool2d(block8_6);
-    const squeeze = this.builder_.squeeze(averagePool, {axes: [2, 3]});
+    // Use reshape to implement squeeze(averagePool, {axes: [2, 3]});
+    const squeezed_shape = averagePool.shape();
+    squeezed_shape.splice(2, 2);
+    const squeeze = this.builder_.reshape(averagePool, squeezed_shape);
     const gemm = await this.buildGemm_(squeeze);
     // L2Normalization will be handled in post-processing
     return gemm;