diff --git a/charm4py/pool.py b/charm4py/pool.py
index 91c9a1db..4314e5f4 100644
--- a/charm4py/pool.py
+++ b/charm4py/pool.py
@@ -295,6 +295,24 @@ def taskError(self, worker_id, job_id, exception):
                     raise job.exception
         self.schedule()
 
+# Makes one PE inactive on each host so the number of workers is the same on all hosts as
+# opposed to the basic PoolScheduler which has one fewer worker on the host with PE 0.
+# This can be useful for running tasks on a GPU cluster for example. Running five PEs
+# on nodes with 4 GPUs would ensure each worker gets a GPU and no GPUs are left idle.
+class ConstantWorkersPerHostPoolScheduler(PoolScheduler):
+
+    def __init__(self):
+       super().__init__()
+       n_pes = charm.numPes()
+       n_hosts = charm.numHosts()
+       pes_per_host = n_pes // n_hosts
+
+       assert n_pes % n_hosts == 0 # Enforce constant number of pes per host
+       assert pes_per_host > 1 # We're letting one pe on each host be unused
+
+       self.idle_workers = set([i for i in range(n_pes) if not i % pes_per_host == 0 ])
+       self.num_workers = len(self.idle_workers)
+
 
 class Worker(Chare):