1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
|
#!/bin/bash
DATASET_ROOT_DIR=$HOME/datasets/
# wget https://storage.googleapis.com/sgk-sc2020/dlmc.tar.gz -P $DATASET_ROOT_DIR
# tar -xvf $DATASET_ROOT_DIR/dlmc.tar.gz
echo "!! SPARSE SPMS TIME BENCHMARK!! "
# cpu
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@sparse
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@sparse --backward-test
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@dense
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@dense --backward-test
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@vector
# cuda
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@sparse --with-cuda
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@sparse --with-cuda --backward-test
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@dense --with-cuda
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@dense --with-cuda --backward-test
python -m dlmc.matmul_bench --path $DATASET_ROOT_DIR/dlmc/rn50 --dataset magnitude_pruning --operation sparse@vector --with-cuda
|
