From 71c2039f6e0e30d6aaeb0752b26cbde81c0156a4 Mon Sep 17 00:00:00 2001 From: Xuan Gu <xuagu37@gmail.com> Date: Tue, 11 Oct 2022 10:26:50 +0200 Subject: [PATCH] Update README.md --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index b82afce..cec5b56 100644 --- a/README.md +++ b/README.md @@ -60,7 +60,8 @@ We collect benchmark results of throughput (images/sec) for - Dimention = 2 - Nodes = 1, 2 - GPUs = 1 - 8 (for 1 node), 16 (for 2 nodes) -- Batch size = 2, 4, 8, 16, 32, 64, 128 -We run 100 iterations for each set of parameters. +- Batch size = 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 2: The coefficient of variation for the 100 iteration is smallest when batch_size = 128. -- GitLab