From 4e9ebe92e0be60cedad2707ed2678d98ee90ef61 Mon Sep 17 00:00:00 2001
From: bssrdf <merlintiger@hotmail.com>
Date: Thu, 6 Nov 2025 22:31:28 -0500
Subject: [PATCH] minor update

---
 tests/test-conv2d.cpp | 414 +++++++++++++++++++++---------------------
 1 file changed, 207 insertions(+), 207 deletions(-)

diff --git a/tests/test-conv2d.cpp b/tests/test-conv2d.cpp
index 4bb6c692ba..f671c4606a 100644
--- a/tests/test-conv2d.cpp
+++ b/tests/test-conv2d.cpp
@@ -329,108 +329,108 @@ int main(void)
         // std::make_tuple(32,64,58,58,3,3)
 
         //512x512
-        std::make_tuple(4,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(320,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(640,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(640,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(2560,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(2560,1280,16,16,3,3),
-        std::make_tuple(2560,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(2560,1280,16,16,3,3),
-        std::make_tuple(1920,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1920,1280,16,16,3,3),
-        std::make_tuple(1280,1280,32,32,3,3),
-        std::make_tuple(1920,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(1920,640,32,32,3,3),
-        std::make_tuple(1280,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(1280,640,32,32,3,3),
-        std::make_tuple(960,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(960,640,32,32,3,3),
-        std::make_tuple(640,640,64,64,3,3),
-        std::make_tuple(960,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(960,320,64,64,3,3),
-        std::make_tuple(640,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(640,320,64,64,3,3),
-        std::make_tuple(640,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(640,320,64,64,3,3),
-        std::make_tuple(320,4,64,64,3,3),
-        std::make_tuple(4,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(320,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(320,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(640,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(640,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(2560,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(2560,1280,16,16,3,3),
-        std::make_tuple(2560,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(2560,1280,16,16,3,3),
-        std::make_tuple(1920,1280,16,16,3,3),
-        std::make_tuple(1280,1280,16,16,3,3),
-        std::make_tuple(1920,1280,16,16,3,3),
-        std::make_tuple(1280,1280,32,32,3,3),
-        std::make_tuple(1920,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(1920,640,32,32,3,3),
-        std::make_tuple(1280,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(1280,640,32,32,3,3),
-        std::make_tuple(960,640,32,32,3,3),
-        std::make_tuple(640,640,32,32,3,3),
-        std::make_tuple(960,640,32,32,3,3),
-        std::make_tuple(640,640,64,64,3,3),
-        std::make_tuple(960,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(960,320,64,64,3,3),
-        std::make_tuple(640,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(640,320,64,64,3,3),
-        std::make_tuple(640,320,64,64,3,3),
-        std::make_tuple(320,320,64,64,3,3),
-        std::make_tuple(640,320,64,64,3,3),
-        std::make_tuple(320,4,64,64,3,3),
+        // std::make_tuple(4,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(320,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(640,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(640,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(2560,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(2560,1280,16,16,3,3),
+        // std::make_tuple(2560,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(2560,1280,16,16,3,3),
+        // std::make_tuple(1920,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1920,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,32,32,3,3),
+        // std::make_tuple(1920,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(1920,640,32,32,3,3),
+        // std::make_tuple(1280,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(1280,640,32,32,3,3),
+        // std::make_tuple(960,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(960,640,32,32,3,3),
+        // std::make_tuple(640,640,64,64,3,3),
+        // std::make_tuple(960,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(960,320,64,64,3,3),
+        // std::make_tuple(640,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(640,320,64,64,3,3),
+        // std::make_tuple(640,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(640,320,64,64,3,3),
+        // std::make_tuple(320,4,64,64,3,3),
+        // std::make_tuple(4,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(320,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(320,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(640,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(640,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(2560,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(2560,1280,16,16,3,3),
+        // std::make_tuple(2560,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(2560,1280,16,16,3,3),
+        // std::make_tuple(1920,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,16,16,3,3),
+        // std::make_tuple(1920,1280,16,16,3,3),
+        // std::make_tuple(1280,1280,32,32,3,3),
+        // std::make_tuple(1920,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(1920,640,32,32,3,3),
+        // std::make_tuple(1280,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(1280,640,32,32,3,3),
+        // std::make_tuple(960,640,32,32,3,3),
+        // std::make_tuple(640,640,32,32,3,3),
+        // std::make_tuple(960,640,32,32,3,3),
+        // std::make_tuple(640,640,64,64,3,3),
+        // std::make_tuple(960,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(960,320,64,64,3,3),
+        // std::make_tuple(640,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(640,320,64,64,3,3),
+        // std::make_tuple(640,320,64,64,3,3),
+        // std::make_tuple(320,320,64,64,3,3),
+        // std::make_tuple(640,320,64,64,3,3),
+        // std::make_tuple(320,4,64,64,3,3),
 
         //768x768
         // std::make_tuple(4,320,96,96,3,3),
@@ -538,108 +538,108 @@ int main(void)
 
 
         //1024x1024
-        // std::make_tuple(4,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(320,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(640,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(640,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(2560,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(2560,1280,32,32,3,3),
-        // std::make_tuple(2560,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(2560,1280,32,32,3,3),
-        // std::make_tuple(1920,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1920,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,64,64,3,3),
-        // std::make_tuple(1920,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(1920,640,64,64,3,3),
-        // std::make_tuple(1280,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(1280,640,64,64,3,3),
-        // std::make_tuple(960,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(960,640,64,64,3,3),
-        // std::make_tuple(640,640,128,128,3,3),
-        // std::make_tuple(960,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(960,320,128,128,3,3),
-        // std::make_tuple(640,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(640,320,128,128,3,3),
-        // std::make_tuple(640,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(640,320,128,128,3,3),
-        // std::make_tuple(320,4,128,128,3,3),
-        // std::make_tuple(4,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(320,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(320,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(640,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(640,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(2560,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(2560,1280,32,32,3,3),
-        // std::make_tuple(2560,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(2560,1280,32,32,3,3),
-        // std::make_tuple(1920,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,32,32,3,3),
-        // std::make_tuple(1920,1280,32,32,3,3),
-        // std::make_tuple(1280,1280,64,64,3,3),
-        // std::make_tuple(1920,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(1920,640,64,64,3,3),
-        // std::make_tuple(1280,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(1280,640,64,64,3,3),
-        // std::make_tuple(960,640,64,64,3,3),
-        // std::make_tuple(640,640,64,64,3,3),
-        // std::make_tuple(960,640,64,64,3,3),
-        // std::make_tuple(640,640,128,128,3,3),
-        // std::make_tuple(960,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(960,320,128,128,3,3),
-        // std::make_tuple(640,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(640,320,128,128,3,3),
-        // std::make_tuple(640,320,128,128,3,3),
-        // std::make_tuple(320,320,128,128,3,3),
-        // std::make_tuple(640,320,128,128,3,3),
-        // std::make_tuple(320,4,128,128,3,3),
+        std::make_tuple(4,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(320,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(640,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(640,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(2560,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(2560,1280,32,32,3,3),
+        std::make_tuple(2560,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(2560,1280,32,32,3,3),
+        std::make_tuple(1920,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1920,1280,32,32,3,3),
+        std::make_tuple(1280,1280,64,64,3,3),
+        std::make_tuple(1920,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(1920,640,64,64,3,3),
+        std::make_tuple(1280,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(1280,640,64,64,3,3),
+        std::make_tuple(960,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(960,640,64,64,3,3),
+        std::make_tuple(640,640,128,128,3,3),
+        std::make_tuple(960,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(960,320,128,128,3,3),
+        std::make_tuple(640,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(640,320,128,128,3,3),
+        std::make_tuple(640,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(640,320,128,128,3,3),
+        std::make_tuple(320,4,128,128,3,3),
+        std::make_tuple(4,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(320,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(320,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(640,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(640,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(2560,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(2560,1280,32,32,3,3),
+        std::make_tuple(2560,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(2560,1280,32,32,3,3),
+        std::make_tuple(1920,1280,32,32,3,3),
+        std::make_tuple(1280,1280,32,32,3,3),
+        std::make_tuple(1920,1280,32,32,3,3),
+        std::make_tuple(1280,1280,64,64,3,3),
+        std::make_tuple(1920,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(1920,640,64,64,3,3),
+        std::make_tuple(1280,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(1280,640,64,64,3,3),
+        std::make_tuple(960,640,64,64,3,3),
+        std::make_tuple(640,640,64,64,3,3),
+        std::make_tuple(960,640,64,64,3,3),
+        std::make_tuple(640,640,128,128,3,3),
+        std::make_tuple(960,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(960,320,128,128,3,3),
+        std::make_tuple(640,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(640,320,128,128,3,3),
+        std::make_tuple(640,320,128,128,3,3),
+        std::make_tuple(320,320,128,128,3,3),
+        std::make_tuple(640,320,128,128,3,3),
+        std::make_tuple(320,4,128,128,3,3),
 
 
     };
@@ -690,15 +690,15 @@ int main(void)
 
         if(k==0) {
             k = 1;
-            fprintf(stderr, "| (IC, OC, IW, IH, KW, KH) | im2col+GEMM TIME | im2col+GEMM VRAM | implicit GEMM TIME | implicit GEMM VRAM \n");
-            fprintf(stderr, "| --- | --- | --- | --- | --- \n");
+            fprintf(stdout, "| (IC, OC, IW, IH, KW, KH) | im2col+GEMM TIME | im2col+GEMM VRAM | implicit GEMM TIME | implicit GEMM VRAM \n");
+            fprintf(stdout, "| --- | --- | --- | --- | --- \n");
         }
 
         time_iter0 += run_time0;
         time_iter1 += run_time1;
 
 
-        fprintf(stderr, " | (%d, %d, %d, %d, %d, %d) | %.2f ms | %.2f MB | %.2f ms | %.2f MB\n",
+        fprintf(stdout, " | (%d, %d, %d, %d, %d, %d) | %.2f ms | %.2f MB | %.2f ms | %.2f MB\n",
                 std::get<0>(c), std::get<1>(c), std::get<2>(c), std::get<3>(c), std::get<4>(c), std::get<5>(c),
                 run_time0, mem_size0/1024.0f/1024.0f,
                 run_time1, mem_size1/1024.0f/1024.0f);