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Re-configure benchmarking devices & add markers to bench_cugraph_uniform_neighbor_sample #4561

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merged 4 commits into from
Aug 5, 2024
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Re-configure benchmarking devices & add markers to bench_cugraph_uniform_neighbor_sample #4561

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709fe52
Re-configure benchmarking devices & add markers
nv-rliu Jul 29, 2024
deacce3
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nv-rliu Jul 29, 2024
7d5d577
Merge branch 'branch-24.10' into reenable-bench-cugraph-unif-neighb-s…
nv-rliu Jul 31, 2024
bd85ad3
Merge branch 'branch-24.10' into reenable-bench-cugraph-unif-neighb-s…
nv-rliu Aug 1, 2024
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12 changes: 8 additions & 4 deletions benchmarks/cugraph/pytest-based/bench_cugraph_uniform_neighbor_sample.py
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Original file line number Diff line number Diff line change
Expand Up @@ -48,6 +48,11 @@
_seed = 42


###############################################################################
# Helpers
###############################################################################


def create_graph(graph_data):
"""
Create a graph instance based on the data to be loaded/generated, return a
Expand Down Expand Up @@ -107,17 +112,13 @@ def create_mg_graph(graph_data):
Create a graph instance based on the data to be loaded/generated, return a
tuple containing (graph_obj, num_verts, client, cluster)
"""
# range starts at 1 to let let 0 be used by benchmark/client process
visible_devices = os.getenv("DASK_WORKER_DEVICES", "1,2,3,4")

(client, cluster) = start_dask_client(
# enable_tcp_over_ucx=True,
# enable_infiniband=False,
# enable_nvlink=True,
# enable_rdmacm=False,
protocol="ucx",
rmm_pool_size="28GB",
dask_worker_devices=visible_devices,
)
rmm.reinitialize(pool_allocator=True)

Expand Down Expand Up @@ -261,6 +262,9 @@ def uns_func(*args, **kwargs):

################################################################################
# Benchmarks
###############################################################################
@pytest.mark.managedmem_off
@pytest.mark.poolallocator_on
@pytest.mark.parametrize("batch_size", params.batch_sizes.values())
@pytest.mark.parametrize("fanout", [params.fanout_10_25, params.fanout_5_10_15])
@pytest.mark.parametrize(
Expand Down
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