diff --git a/MLPerf Inference 4.0 Supplemental Discussion.pdf b/MLPerf Inference 4.0 Supplemental Discussion.pdf
new file mode 100644
index 000000000..81689ce0c
Binary files /dev/null and b/MLPerf Inference 4.0 Supplemental Discussion.pdf differ