From 5a9938abc60ae6657ca1ef6bfed182f2c7d4a196 Mon Sep 17 00:00:00 2001
From: Xuan Gu <xuagu37@gmail.com>
Date: Wed, 12 Oct 2022 10:34:17 +0200
Subject: [PATCH] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 185f3af..a9461ab 100644
--- a/README.md
+++ b/README.md
@@ -75,7 +75,7 @@ Benchmarking with batch_size = 128 can be used for node health check. For exampl
 
 <img src="https://github.com/xuagu37/Benchmark_nnU-Net_for_PyTorch/blob/main/figures/benchmark_cv_example.png" width="400">
 
-- Observation 3: Ideally, throughput would be douled when batch_size doubled. In practice, throughtput does not increase ideally when batch_size > 16.
+- Observation 3: Ideally, the improvement of throughput would be linear when batch_size increases. In practice, throughtput stays below the ideal curve when batch_size > 16.
 
 <img src="https://github.com/xuagu37/Benchmark_nnU-Net_for_PyTorch/blob/main/figures/benchmark_batch_size_ideal.png" width="400">
 
-- 
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