From 1be7389693915f489d4ed5d7fa429bc912c89bf5 Mon Sep 17 00:00:00 2001
From: tchaton <thomas@grid.ai>
Date: Thu, 26 Aug 2021 18:01:18 +0100
Subject: [PATCH 1/2] add note

---
 docs/source/benchmarking/benchmarks.rst | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/source/benchmarking/benchmarks.rst b/docs/source/benchmarking/benchmarks.rst
index f5a2e4e19b7fa..7d62c6e490343 100644
--- a/docs/source/benchmarking/benchmarks.rst
+++ b/docs/source/benchmarking/benchmarks.rst
@@ -12,3 +12,6 @@ In average for simple MNIST CNN classifier we are only about 0.06s slower per ep
 .. figure:: ../_static/images/benchmarks/figure-parity-times.png
    :alt: Speed parity to vanilla PT, created on 2020-12-16
    :width: 500
+
+
+Learn more about reproducible benchmarking from `PyTorch Randomness Section <https://pytorch.org/docs/stable/notes/randomness.html>_`.

From 8e0cc8102edad30147deb8414d626ffa2bdc8381 Mon Sep 17 00:00:00 2001
From: thomas chaton <thomas@grid.ai>
Date: Thu, 26 Aug 2021 18:33:13 +0100
Subject: [PATCH 2/2] Update docs/source/benchmarking/benchmarks.rst

Co-authored-by: Ethan Harris <ewah1g13@soton.ac.uk>
---
 docs/source/benchmarking/benchmarks.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/source/benchmarking/benchmarks.rst b/docs/source/benchmarking/benchmarks.rst
index 7d62c6e490343..05959587a6684 100644
--- a/docs/source/benchmarking/benchmarks.rst
+++ b/docs/source/benchmarking/benchmarks.rst
@@ -14,4 +14,4 @@ In average for simple MNIST CNN classifier we are only about 0.06s slower per ep
    :width: 500
 
 
-Learn more about reproducible benchmarking from `PyTorch Randomness Section <https://pytorch.org/docs/stable/notes/randomness.html>_`.
+Learn more about reproducible benchmarking from the `PyTorch Reproducibility Guide <https://pytorch.org/docs/stable/notes/randomness.html>_`.