diff --git a/pyrad/utils/misc.py b/pyrad/utils/misc.py
index bf68cba22..68c3d0b94 100644
--- a/pyrad/utils/misc.py
+++ b/pyrad/utils/misc.py
@@ -23,6 +23,7 @@ from typing import Any, Dict
 
 import torch
 from omegaconf import DictConfig
+from math import floor, log
 
 
 class DotDict(dict):
@@ -90,3 +91,11 @@ def get_hash_str_from_dict(dictionary: Dict[str, Any]) -> str:
     encoded = json.dumps(dictionary, sort_keys=True).encode()
     dhash.update(encoded)
     return dhash.hexdigest()
+
+
+def human_format(num):
+    """Format a number in a more human readable way"""
+    units = ["", "K", "M", "B", "T", "P"]
+    k = 1000.0
+    magnitude = int(floor(log(num, k)))
+    return "%.2f %s" % (num / k**magnitude, units[magnitude])
diff --git a/scripts/run_eval.py b/scripts/run_eval.py
index b6a71ccfa..81996c0bf 100644
--- a/scripts/run_eval.py
+++ b/scripts/run_eval.py
@@ -15,6 +15,7 @@ from tqdm import tqdm
 from pyrad.cameras.camera_paths import CameraPath, get_interpolated_camera_path, get_spiral_path
 from pyrad.data.dataloader import EvalDataloader, setup_dataset_eval, setup_dataset_train
 from pyrad.graphs.base import Graph, setup_graph
+from pyrad.utils.misc import human_format
 from pyrad.utils.writer import TimeWriter
 
 
@@ -200,7 +201,7 @@ def main(
         avg_rays_per_sec = stats_dict["avg rays per sec"]
         avg_fps = stats_dict["avg fps"]
         print(f"Avg. PSNR: {avg_psnr:0.4f}")
-        print(f"Avg. Rays / Sec: {avg_rays_per_sec:.2e}")
+        print(f"Avg. Rays / Sec: {human_format(avg_rays_per_sec)}")
         print(f"Avg. FPS: {avg_fps:0.4f}")
     elif method == MethodType.TRAJ:
         # TODO(ethan): pass in camera information into argparse parser