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cluster:73 [2020/03/06 12:52] hmeij07 |
cluster:73 [2020/06/18 15:27] hmeij07 [Deep Learning Software Stack] |
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Some compilations require 7.x and are in / | Some compilations require 7.x and are in / | ||
- | ====== Deep Learning Stack ====== | + | ====== Miniconda2 ====== |
+ | |||
+ | < | ||
+ | Installing collected packages: MarkupSafe, jinja2, markdown, click, python-engineio, | ||
+ | Successfully installed MarkupSafe-1.1.1 Werkzeug-1.0.1 bowtie-0.8.1 click-7.1.2 dnspython-1.16.0 eventlet-0.25.2 flask-1.1.2 flask-socketio-4.3.0 future-0.18.2 greenlet-0.4.16 itsdangerous-1.1.0 jinja2-2.11.2 markdown-3.1.1 monotonic-1.5 msgpack-python-0.5.6 python-engineio-3.13.0 python-socketio-4.6.0 | ||
+ | </ | ||
+ | |||
+ | ====== Deep Learning | ||
* queue '' | * queue '' | ||
- | * digits, tensorflow, pytorch, caffe, rapidsai | + | |
* cuda (several versions) | * cuda (several versions) | ||
* jupyterlab | * jupyterlab | ||
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====== LAMMPS CPU/GPU ====== | ====== LAMMPS CPU/GPU ====== | ||
+ | ** CPU ONLY ** | ||
+ | * / | ||
+ | * lmp_mpi, lmp_serial | ||
+ | * consult this file for packages installed and compilations | ||
+ | * / | ||
+ | * should work on all queues | ||
+ | * sample script in ~hmeij/ | ||
+ | |||
+ | |||
+ | ** CPU or GPU ** | ||
+ | |||
+ | * / | ||
+ | * lmp_mpi-[double-double|single-double|single-single] | ||
+ | * consult this file for packages installed and compilations | ||
+ | * / | ||
+ | * CUDA_ARCH = sm_75 (probably only works on queue exx96) | ||
+ | * sample script in ~hmeij/ | ||
+ | |||
+ | < | ||
+ | |||
+ | # simple colloid example | ||
+ | CPU run -n1 | ||
+ | Performance: | ||
+ | GPU run gpu4=1 double-double: | ||
+ | Performance: | ||
+ | GPU run gpu4=1 single-double: | ||
+ | Performance: | ||
+ | GPU run gpu4=1 single-single: | ||
+ | Performance: | ||
+ | |||
+ | </ | ||
* / | * / | ||
* consult [[cluster: | * consult [[cluster: | ||
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====== Amber ====== | ====== Amber ====== | ||
+ | |||
+ | ** AMBER 18 ** | ||
+ | |||
+ | * **/ | ||
+ | * compiled on '' | ||
+ | * view compile steps at / | ||
+ | * when submitting on '' | ||
+ | * 10.2 cuda drivers | ||
+ | * 9.2 toolkits | ||
+ | * some speed results below K20 vs RTX2080s, Amber 16 vs 18 | ||
+ | * sample jobs at ~hmeij/ | ||
+ | |||
+ | |||
+ | < | ||
+ | |||
+ | # compiled on n33 | ||
+ | [hmeij@n33 amber18]$ ls -l bin/pmemd* | ||
+ | -rwxr-xr-x 1 hmeij its 3549803 Mar 30 10:19 bin/pmemd | ||
+ | lrwxrwxrwx 1 hmeij its 15 Mar 30 11:57 bin/ | ||
+ | -rwxr-xr-x 1 hmeij its 93895208 Mar 30 12:11 bin/ | ||
+ | -rwxr-xr-x 1 hmeij its 94734272 Mar 30 13:07 bin/ | ||
+ | lrwxrwxrwx 1 hmeij its 19 Mar 30 12:51 bin/ | ||
+ | -rwxr-xr-x 1 hmeij its 75579744 Mar 30 11:57 bin/ | ||
+ | -rwxr-xr-x 1 hmeij its 76418760 Mar 30 12:51 bin/ | ||
+ | -rwxr-xr-x 1 hmeij its 4304392 Mar 30 11:23 bin/ | ||
+ | |||
+ | # some quick results | ||
+ | | | ||
+ | |||
+ | ~hmeij/ | ||
+ | | | ||
+ | ~hmeij/ | ||
+ | | | ||
+ | ~hmeij/ | ||
+ | | | ||
+ | |||
+ | |||
+ | </ | ||
**AMBER 16** | **AMBER 16** | ||
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* docs: doc dir inside install_dir, | * docs: doc dir inside install_dir, | ||
* www: http:// | * www: http:// | ||
- | * sample script: | + | * sample script: |
* no gpu capabilitities, | * no gpu capabilitities, | ||
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* program: Matlab, link to binary is ' | * program: Matlab, link to binary is ' | ||
- | * R2018a, campus wide license so no more restrictions on licenses | + | * R2020a, campus wide license so no more restrictions on licenses |
- | * No Distributed Computing Engine (for now) | + | * No Distributed Computing Engine |
- | * install dir: / | + | * install dir: / |
* docs & www: http:// | * docs & www: http:// | ||
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* http:// | * http:// | ||
- | Details about the Matlab configuration/ | + | |
====== Stata ====== | ====== Stata ====== |