diff --git a/README.md b/README.md
index e575a420a209adf465bac42e05ddba071c6f38ee..9eaad229fedccd3eeabec17e880757f03c48b475 100644
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@@ -66,4 +66,11 @@ We collect benchmark results of throughput (images/sec) for
 We run 100 iterations for each set of parameters.
 - 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.
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+<!-- ![Alt text](benchmark_throughput_example.png | width=100 "Title") -->
+<img src="https://github.com/xuagu37/Benchmark_nnU-Net_for_PyTorch/blob/main/benchmark_throughput_example.png" width="500">
+
 - Observation 2: The coefficient of variation of throughput for the 100 iterations is smallest when batch_size = 128.
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