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authorBirte Kristina Friesel <birte.friesel@uos.de>2024-07-05 11:34:36 +0200
committerBirte Kristina Friesel <birte.friesel@uos.de>2024-07-05 11:34:36 +0200
commitf4e5bca49a26f13788d275c352a1268a6e65b1c0 (patch)
tree448949acf49731d88569ae68ae9de26206764ad8 /GEMV
parentf5377a304ba5390400ebff633f162212d3c7ab5d (diff)
GEMV: add HetSim scripts
Diffstat (limited to 'GEMV')
-rwxr-xr-xGEMV/dimes-hetsim-hbm.sh43
-rwxr-xr-xGEMV/dimes-hetsim-nmc.sh74
2 files changed, 117 insertions, 0 deletions
diff --git a/GEMV/dimes-hetsim-hbm.sh b/GEMV/dimes-hetsim-hbm.sh
new file mode 100755
index 0000000..d771269
--- /dev/null
+++ b/GEMV/dimes-hetsim-hbm.sh
@@ -0,0 +1,43 @@
+#!/bin/bash
+
+cd baselines/cpu
+make -B NUMA=1
+
+mkdir -p log/$(hostname)
+fn=log/$(hostname)/$(date +%Y%m%d)-baseline
+
+# upstream DPU version uses -m 163840 -n 4096
+# → (163840 * 4096 + 4096) * uint32 ≈ 2.5 GiB
+
+# upstream baseline uses 20480 rows and 8192 cols, allocating 20480 * double + 8192 * double + 20480 * double + 20480 * 8192 * double
+# → ≈ 1.25 GiB
+
+run_benchmark() {
+ local "$@"
+ OMP_NUM_THREADS=$nr_threads ./gemv $ram $ram $cpu
+ return $?
+}
+
+export -f run_benchmark
+
+(
+
+echo "CPU single-node (1/2)" >&2
+
+parallel -j1 --eta --joblog ${fn}.1.joblog --resume --header : \
+ run_benchmark nr_threads={nr_threads} ram={ram} cpu={cpu} \
+ ::: cpu $(seq 0 7) \
+ ::: ram $(seq 0 15) \
+ ::: nr_threads 1 2 4 8 12 16
+
+echo "CPU multi-node (2/2)" >&2
+
+parallel -j1 --eta --joblog ${fn}.2.joblog --resume --header : \
+ run_benchmark nr_threads={nr_threads} ram={ram} cpu={cpu} \
+ ::: cpu -1 \
+ ::: ram $(seq 0 15) \
+ ::: nr_threads 32 48 64 96 128
+
+) > ${fn}.txt
+
+xz -f -v -9 -M 800M ${fn}.txt
diff --git a/GEMV/dimes-hetsim-nmc.sh b/GEMV/dimes-hetsim-nmc.sh
new file mode 100755
index 0000000..a4d2973
--- /dev/null
+++ b/GEMV/dimes-hetsim-nmc.sh
@@ -0,0 +1,74 @@
+#!/bin/bash
+
+mkdir -p log/$(hostname) baselines/cpu/log/$(hostname)
+fn=log/$(hostname)/$(date +%Y%m%d)
+
+# upstream DPU version uses -m 163840 -n 4096
+# → (163840 * 4096 + 4096) * uint32 ≈ 2.5 GiB
+
+# upstream baseline uses 20480 rows and 8192 cols, allocating 20480 * double + 8192 * double + 20480 * double + 20480 * 8192 * double
+# → ≈ 1.25 GiB
+
+run_benchmark_nmc() {
+ local "$@"
+ sudo limit_ranks_to_numa_node ${numa_rank}
+ if make -B NR_DPUS=${nr_dpus} NR_TASKLETS=${nr_tasklets} WITH_ALLOC_OVERHEAD=1 WITH_LOAD_OVERHEAD=1 WITH_FREE_OVERHEAD=1; then
+ bin/gemv_host -w 0 -e 100 -m 163840 -n 4096
+ fi
+ return $?
+}
+
+export -f run_benchmark_nmc
+
+run_benchmark_baseline() {
+ local "$@"
+ OMP_NUM_THREADS=$nr_threads ./gemv $ram $ram $cpu
+ return $?
+}
+
+export -f run_benchmark_baseline
+
+(
+
+echo "NMC single-node (1/2)" >&2
+
+parallel -j1 --eta --joblog ${fn}.1.joblog --resume --header : \
+ run_benchmark_nmc nr_dpus={nr_dpus} nr_tasklets=16 numa_rank={numa_rank} \
+ ::: numa_rank 0 1 \
+ ::: nr_dpus 64 128 256 512 768 1024
+
+echo "NMC multi-node (2/2)" >&2
+
+parallel -j1 --eta --joblog ${fn}.2.joblog --resume --header : \
+ run_benchmark_nmc nr_dpus={nr_dpus} nr_tasklets=16 numa_rank={numa_rank} \
+ ::: numa_rank -1 \
+ ::: nr_dpus 1536 2048 2304
+
+) > ${fn}.txt
+
+xz -f -v -9 -M 800M ${fn}.txt
+
+cd baselines/cpu
+make -B NUMA=1
+
+(
+
+echo "CPU single-node (1/2)" >&2
+
+parallel -j1 --eta --joblog ${fn}.1.joblog --resume --header : \
+ run_benchmark_baseline nr_threads={nr_threads} ram={ram} cpu={cpu} \
+ ::: cpu 0 1 \
+ ::: ram 0 1 \
+ ::: nr_threads 1 2 4 8 12 16 32
+
+echo "CPU multi-node (2/2)" >&2
+
+parallel -j1 --eta --joblog ${fn}.2.joblog --resume --header : \
+ run_benchmark_baseline nr_threads={nr_threads} ram={ram} cpu={cpu} \
+ ::: cpu -1 \
+ ::: ram 0 1 \
+ ::: nr_threads 48 64
+
+) > ${fn}.txt
+
+xz -f -v -9 -M 800M ${fn}.txt