From c9b48e547389b763d600923f5d0524ba3d4e420c Mon Sep 17 00:00:00 2001
From: Xuan Gu <xuagu37@gmail.com>
Date: Tue, 11 Oct 2022 12:15:44 +0200
Subject: [PATCH] Update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 291f08c..e575a42 100644
--- a/README.md
+++ b/README.md
@@ -64,6 +64,6 @@ We collect benchmark results of throughput (images/sec) for
 - Batch size = 1, 2, 4, 8, 16, 32, 64, 128  
 
 We run 100 iterations for each set of parameters.
-- Observation 1: throughput_tf32 > throughput_amp when batch_size is small (1, 2, 4, 8);  
-throughput_tf32 < throughput_amp when batch_size is large (16, 32, 64, 128).
+- Observation 1: when batch_size is small (1, 2, 4, 8), throughput_amp ≈ throughput_tf32;  
+when batch_size is large (16, 32, 64, 128), throughput_amp > throughput_tf32.
 - Observation 2: The coefficient of variation of throughput for the 100 iterations is smallest when batch_size = 128.
-- 
GitLab