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[Radical-Cylon] Summit build and test (cylondata#685)
* [Radical-Cylon] Summit build and test Signed-off-by: Arup Sarker <[email protected]> * Update README.md * Update README.md * Update README.md * Update rp-experiment-setup.py * Update rp-experiment-setup.py * Update bkp_script-02-42.sh * Update rp-experiment-setup.py * Update rp-experiment-setup.py --------- Signed-off-by: Arup Sarker <[email protected]>
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@@ -85,7 +85,7 @@ | |
echo "..............................................................." | ||
export RADICAL_LOG_LVL="DEBUG" | ||
export RADICAL_PROFILE="TRUE" | ||
export RADICAL_PILOT_DBURL="mongodb://rct-tutorial:[email protected]:27017/rct-tutorial" | ||
export RADICAL_PILOT_DBURL="mongodb://Your_mongo_db_url" | ||
echo "..............................................................." | ||
lscpu | ||
echo "..............................................................." | ||
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# Running Cylon on Summit | ||
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Gregor von Laszewski ([email protected]), and Niranda Perera | ||
Gregor von Laszewski ([email protected]), Niranda Perera, and Arup Sarker([email protected], [email protected]) | ||
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## Issues on Summit | ||
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@@ -51,7 +51,8 @@ cd cylon | |
git checkout summit | ||
cd ~ | ||
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module load python/3.7.7 | ||
module load python/3.7.7 | ||
module load gcc/9.3.0 | ||
python -m venv $HOME/CYLON | ||
source $HOME/CYLON/bin/activate | ||
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@@ -65,7 +66,6 @@ pip install -U pytest-mpi | |
pip install cmake | ||
pip install numpy | ||
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module load gcc/9.3.0 | ||
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cd ~/cylon | ||
rm -rf build | ||
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@@ -161,4 +161,4 @@ A script that changes the parameter of n is located in the scripts dir and can b | |
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```bash | ||
sh ./benchmark-summit.sh 2>&1 | tee -a summit.log | ||
``` | ||
``` |
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SHELL=/bin/bash | ||
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.PHONY: load image-singularity image-docker project | ||
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all: ${EXECS} | ||
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login: | ||
ssh -tt rivanna "/opt/rci/bin/ijob --partition=parallel --account=bii_dsc_community --time=30:00 --ntasks-per-node=4 --nodes=2" | ||
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load: | ||
./load.sh | ||
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clean: | ||
rm -f *.log *.err script-*.slurm cylonrun-* script-*.sh script-*.lsf | ||
rm -r raptor-*.cfg rp.session.* | ||
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rp: | ||
python rp-experiment-setup.py | ||
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cy: load | ||
python cylon-experiment-setup.py | ||
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q: | ||
bjobs --format="%.18i %.9P %.50j %.8u %.8T %.10M %.9l %.6D %R" --me | ||
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a: | ||
bjobs --format="%all" --me | ||
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qq: | ||
watch bjobs -u arupcseuva --format=\"%.18i %.9P %.50j %.8u %.8T %.10M %.9l %.6D %R\" | ||
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i: | ||
cat out.log | ||
cat out.err | ||
fgrep "###" out.log | wc -l | ||
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cancel: | ||
- ./cancel.sh | ||
- bjobs -u ${USER} | ||
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1. Load module and activate the python virtual environment | ||
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``` | ||
module load gcc/9.2.0 openmpi/3.1.6 cmake/3.23.3 python/3.7.7 | ||
source /path_to_virtual_environment/cylon_rp_venv/bin/activate | ||
``` | ||
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2. Install Cloudmesh and Radical-Pilot | ||
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``` | ||
pip install cloudmesh-common | ||
pip install openssl-python | ||
python3 -m pip install urllib3==1.26.6 | ||
pip install radical.pilot | ||
``` | ||
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3. Make change in the ```cylon-experiment-setup.py ``` or ```rp-experiment-setup.py ``` for the configurations changes. | ||
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``` | ||
combination = [\ | ||
# (1,4, 5000, "parallel", "exclusive"), # always pending | ||
(2,37, 1000000, "parallel", ""), | ||
(4,37, 35000000, "parallel", ""), | ||
(6,37, 35000000, "parallel", ""), | ||
(8,37, 35000000, "parallel", ""), | ||
(10,37, 35000000, "parallel", ""), | ||
(12,37, 35000000, "parallel", ""), | ||
(14,37, 35000000, "parallel", ""), | ||
] | ||
``` | ||
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4. Run the scripts as follows. | ||
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```bash | ||
make clean # For cleaning | ||
make rp # For radical pilot | ||
make cy # for bear metal Cylon | ||
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``` |
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#!/bin/bash | ||
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##BSUB -P gen150_bench | ||
##BSUB -W 0:45 | ||
##BSUB -nnodes 2 | ||
##BSUB -alloc_flags smt1 | ||
##BSUB -J cylonrun-w-2 | ||
##BSUB -o cylonrun-w-2.%J | ||
##BSUB -e cylonrun-w-2.%J | ||
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#module load python/3.7.7 | ||
#source $HOME/CYLON/bin/activate | ||
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#module load gcc/9.3.0 | ||
echo "..............................................................." | ||
export RADICAL_LOG_LVL="DEBUG" | ||
export RADICAL_PROFILE="TRUE" | ||
export RADICAL_PILOT_DBURL="mongodb://You_Mongodb_url" | ||
echo "..............................................................." | ||
lscpu | ||
echo "..............................................................." | ||
BUILD_PATH=$HOME/project/dev/cylon/build | ||
export LD_LIBRARY_PATH=$BUILD_PATH/arrow/install/lib64:$BUILD_PATH/glog/install/lib64:$BUILD_PATH/lib64:$BUILD_PATH/lib:$LD_LIBRARY_PATH | ||
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echo ################## 2 case | ||
time python $HOME/project/dev/cylon/summit/rp/rp_scaling.py raptor-2-42.cfg | ||
#-n 50000000 -s w | ||
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if ((0)); then | ||
time python $HOME/project/dev/cylon/summit/rp/rp_scaling.py raptor-2-42.cfg | ||
#-n 50000000 -s w | ||
fi | ||
#time python rp_scaling.py raptor-2-42.cfg | ||
echo "..............................................................." |
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#! /bin/sh | ||
squeue -u $USER | awk '{print $1}' | tail -n+2 | xargs scancel |
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import os | ||
import sys | ||
from textwrap import dedent | ||
from cloudmesh.common.util import writefile | ||
from cloudmesh.common.util import readfile | ||
from cloudmesh.common.util import banner | ||
from cloudmesh.common.console import Console | ||
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counter = 0 | ||
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debug = True | ||
debug = False | ||
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partition="bii-gpu" | ||
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partition="parallel" | ||
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# (nodes, threads, rows, partition, "exclusive") | ||
combination = [\ | ||
# (1,4, 5000, "parallel", "exclusive"), # always pending | ||
#(2,37, 1000000, "parallel", ""), | ||
(4,37, 35000000, "parallel", ""), | ||
#(6,37, 35000000, "parallel", ""), | ||
#(8,37, 35000000, "parallel", ""), | ||
#(10,37, 35000000, "parallel", ""), | ||
#(12,37, 35000000, "parallel", ""), | ||
#(14,37, 35000000, "parallel", ""), | ||
] | ||
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''' | ||
combination = [] | ||
for nodes in range(0,50): | ||
for threads in range(0,37): | ||
combination.append((nodes+1, threads+1, "parallel", "")) | ||
''' | ||
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total = len(combination) | ||
jobid="-%j" | ||
# jobid="" | ||
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f = open("submit.log", "w") | ||
for nodes, threads, rows, partition, exclusive in combination: | ||
counter = counter + 1 | ||
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if exclusive == "exclusive": | ||
exclusive = "#SBATCH --exclusive" | ||
e = "e1" | ||
else: | ||
exclusive = "" | ||
e = "e0" | ||
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usable_threads = nodes * threads | ||
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''' | ||
cores_per_node = nodes * threads - 2 | ||
print (cores_per_node) | ||
config = readfile("raptor.in.cfg") | ||
config = config.replace("CORES_PER_NODE", str(cores_per_node)) | ||
config = config.replace("NO_OF_ROWS", str(rows)) | ||
print (config) | ||
cfg_filename = f"raptor-{nodes}-{threads}.cfg" | ||
writefile(cfg_filename, config) | ||
''' | ||
banner(f"SLURM {nodes} {threads} {counter}/{total}") | ||
script=dedent(f""" | ||
#!/bin/bash | ||
#SBATCH --job-name=h-n={nodes:02d}-t={threads:02d}-e={e} | ||
#SBATCH --nodes={nodes} | ||
#SBATCH --ntasks-per-node={threads} | ||
#SBATCH --time=15:00 | ||
#SBATCH --output=out-{nodes:02d}-{threads:02d}{jobid}.log | ||
#SBATCH --error=out-{nodes:02d}-{threads:02d}{jobid}.err | ||
#SBATCH --partition=parallel | ||
#SBATCH -A bii_dsc_community | ||
{exclusive} | ||
echo "..............................................................." | ||
module load gcc/9.2.0 openmpi/3.1.6 cmake/3.23.3 python/3.7.7 | ||
echo "..............................................................." | ||
source /project/bii_dsc_community/djy8hg/cylon_rp_venv/bin/activate | ||
echo "..............................................................." | ||
BUILD_PATH=/project/bii_dsc_community/djy8hg/Project/cylon/build | ||
echo "..............................................................." | ||
export LD_LIBRARY_PATH=$BUILD_PATH/arrow/install/lib64:$BUILD_PATH/glog/install/lib64:$BUILD_PATH/lib64:$BUILD_PATH/lib:$LD_LIBRARY_PATH | ||
echo "..............................................................." | ||
which python gcc g++ | ||
echo "..............................................................." | ||
lscpu | ||
echo "..............................................................." | ||
time srun --exact --nodes {nodes} --ntasks {usable_threads} python cylon_scaling.py -n {rows} | ||
echo "..............................................................." | ||
""").strip() | ||
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print (script) | ||
filename = f"script-{nodes:02d}-{threads:02d}.slurm" | ||
writefile(filename, script) | ||
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if not debug: | ||
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r = os.system(f"sbatch {filename}") | ||
total = nodes * threads | ||
if r == 0: | ||
msg = f"{counter} submitted: nodes={nodes:02d} threads={threads:02d} total={total}" | ||
Console.ok(msg) | ||
else: | ||
msg = f"{counter} failed: nodes={nodes:02d} threads={threads:02d} total={total}" | ||
Console.error(msg) | ||
f.writelines([msg, "\n"]) | ||
f.close() |
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