From feef5eb9dd849d271314c14231e2dbe1502253e4 Mon Sep 17 00:00:00 2001 From: Xuan Gu <xuan.gu@liu.se> Date: Wed, 25 Jan 2023 10:00:30 +0000 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e0ac405..fa63053 100644 --- a/README.md +++ b/README.md @@ -83,7 +83,7 @@ We run 100 iterations for each set of parameters. Please see the results in benc **Observation 1**: Ideally, the improvement of throughput would be linear when the number of GPUs increases. In practice, throughtput stays below the ideal curve when the number of gpus increases. -<img src="https://gitlab.liu.se/xuagu37/Benchmark_nnU-Net_for_PyTorch/-/raw/74d9160cec1caaf2c4531db3ae6096b518229b32/figures/benchmark_throughput_gpus_ideal.png" width="1200"> +<img src="https://gitlab.liu.se/xuagu37/Benchmark_nnU-Net_for_PyTorch/-/raw/74d9160cec1caaf2c4531db3ae6096b518229b32/figures/benchmark_throughput_gpus_ideal.png" width="1000"> **Observation 2**: 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. -- GitLab