diff --git a/figures/benchmark_throughput_gpus_ideal.png b/figures/benchmark_throughput_gpus_ideal.png
new file mode 100644
index 0000000000000000000000000000000000000000..2089019de8298a3fbc055f3c12e0f0ee459488d4
Binary files /dev/null and b/figures/benchmark_throughput_gpus_ideal.png differ