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Model | User | Pro SMT | Contra SMT | ||||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
idle | admin | - | (∑ Esocket[0-7] according to lm_sensors: | ||||||||||||||||||||||||||||||||
stress-ng stream | admin | -- | ~13% slower | ||||||||||||||||||||||||||||||||
FESOM | NEC | Using 128 Threads per node: 3% faster (probably because the (buggy) GXFS daemon can use a virtual core) | Using 256 Thread per node: 10% slower | ||||||||||||||||||||||||||||||||
Python AI | vhelm | no impact/difference | no impact/difference | ||||||||||||||||||||||||||||||||
matlab #SBATCH --cpus-per-task=16 | vhelm | Runtime: 1440s instead of 1366s → ~5% slower | |||||||||||||||||||||||||||||||||
unzip 262 about ~50 MB files in parallel: S=$(date +%s); parallel -P$P gunzip -c > /dev/null ::: /tmp/lkaleschke-hu/ ; echo "$(( $(date +%s) - $S )) sec" salloc -psmp --qos=12h --time=12:00:00 --ntasks-per-node=128 salloc -psmpht --qos=12h --time=12:00:00 --ntasks-per-node=256 --mem=249G | lkalesch mthoma | - | no advantage
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GPU nodes (A40 vs. A100)
Model | User | A40 vs. A100 | |
---|---|---|---|
tensorflow-gpu AI application | vhelm | no difference | |
python3, matrix operations with with numpy (fat) vs cupy (gpu) | sviquera | ||
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Runtime compared with ollie
albedo GPFS | albedo local NVMe | ollie BeeGFS | ||
---|---|---|---|---|
idl vhelm | Cumulative time for loop and if conditions: | 0.32 s ( 3.11 %) | 0.13 s ( 1.40 %) | 3.48 s (12.73 %) 0.05 s ( 0.19 %) 23.77 s (87.07 %) 27.30 s 34269 ( 1441 MB/s) |