diff --git a/newsearch.py b/newsearch.py
index e9d0106..d236138 100644
--- a/newsearch.py
+++ b/newsearch.py
@@ -1,4 +1,4 @@
-import subprocess
+import subprocess  # noqa: F401
 import sys
 from random import sample, seed
 
@@ -8,7 +8,7 @@ from lightning_sdk import Machine, Studio  # noqa: F401
 # consistency of randomly sampled experiments.
 seed(19920921)
 
-NUM_JOBS = 5
+NUM_JOBS = 1
 
 
 # Define the ranges or sets of values for each hyperparameter
@@ -25,7 +25,7 @@ depths = [1, 2, 4, 8, 16]
 
 batch_size_values = [256]
 max_epochs_values = [420]  # at 12 fps, around 35s
-seeds = list(range(21, 1992))
+seeds = list(range(20, 1992))
 optimizers = [
     # "Adagrad",
     "Adam",