From 2e28fac2c7f9a5ce3ca067651c70d7ebe662566e Mon Sep 17 00:00:00 2001
From: Ningxin Hu <ningxin.hu@intel.com>
Date: Tue, 27 Feb 2024 09:47:04 +0800
Subject: [PATCH] Replace squeeze with reshape for facenet_nchw.js (#194)

---
 face_recognition/facenet_nchw.js | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

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;