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UNM-CARC/GEV_Jupyter_Analysis
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Paper Data is Contained in Runs 85-549
Cori Data is Runs 85-234 and Runs 330-449
Attaway Data is Runs 235-329 and Runs 450-549
mlruns:
1: Wheeler, Verbose (Finished)
Nodes: 1, 2, 4, 8, 16, 32, 48
Cores per Node: 1, 2, 4, 8
Iterations: 10000
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Workloads:
sleep -a 100000 -b 1000
sleep -a 100000 -b 10000
dgemm -a 128 -b 64
dgemm -a 256 -b 16
2: Wheeler, Verbose (Finished - removed some 32 and 48 node jobs)
Nodes: 1, 2, 4, 8, 16, 32, 48
Cores per Node: 1, 2, 4, 8
Iterations: 10000
Stencil: 0
Inner Loops: 1
Rabbit: False, True, False
Osu: False, False, True
Workloads:
sleep -a 100000 -b 1000
sleep -a 100000 -b 10000
dgemm -a 128 -b 64
dgemm -a 256 -b 16
3. Stampede2, KNL, Verbose (Finished - had issues on 16, 32, 48, etc nodes)
Nodes: 1, 2, 4, 8
Cores per Node: 8, 68
Iterations: 1000
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Workloads:
sleep -a 100000 -b 10000
dgemm -a 128 -b 64
io -z 1024
4: Wheeler, Verbose (Finished - removed some 16 node osu jobs)
Nodes: 1, 2, 4, 8, 16
Cores per Node: 1, 2, 4, 8
Iterations: 1000
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False, True, False
Osu: False, False, True
Workloads:
sleep -a 100000 -b 1000
sleep -a 100000 -b 10000
dgemm -a 128 -b 64
dgemm -a 256 -b 16
dgemm -a 256 -b 64
5: Wheeler, Verbose (Finished - removed some 16 node osu jobs)
Nodes: 1, 2, 4, 8, 16
Cores per Node: 1, 2, 4, 8
Iterations: 1000
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Workloads:
sleep -a 100000 -b 1000
sleep -a 100000 -b 10000
dgemm -a 128 -b 64
dgemm -a 256 -b 16
dgemm -a 256 -b 64
6: Wheeler, Verbose (8 Total Runs: 2 Workloads each with and without stencil and with and without osu)
Nodes: 16
Cores per Node: 4
Iterations: 1000
Stencil: 0 0 32768 32768
Inner Loops: 1
Rabbit: False
Osu: False True False True
Workloads:
dgemm -a 128 -b 64
dgemm -a 256 -b 64
7: Wheeler, Verbose (Ran 1 at a time - 8 Total Runs: 2 Workloads each with and without stencil and with and without osu)
Nodes: 16
Cores per Node: 4
Iterations: 1000
Stencil: 0 0 32768 32768
Inner Loops: 1
Rabbit: False
Osu: False True False True
Workloads:
dgemm -a 128 -b 64
dgemm -a 256 -b 64
Experiments 8 - 18 were ran outside of the container. Used python scripts to call mlflow after the fact and track params and metrics
8: Stampede2, KNL, Verbose (4 Total Runs on the same allocation with and without stencil and with and without rabbit)
Nodes: 8
Cores per Node: 64
Iterations: 250
Stencil: 0 0 32768 32768
Inner Loops: 1
Rabbit: True False True False
Osu: False
Workloads:
dgemm -a 256 -b 64
9: Stampede, Skylake, Verbose (4 Total Runs on the same allocation with and without stencil and with and without rabbit)
Nodes: 11
Cores per Node: 46/47 (total 512)
Iterations: 250
Stencil: 0 0 32768 32768
Inner Loops: 1
Rabbit: True False True False
Osu: False
Workloads:
dgemm -a 256 -b 64
10: Wheeler, Non-Verbose (4 Total Runs: with and without stencil and with and without rabbit)
Nodes: 32
Cores per Node: 8
Iterations: 1000
Stencil: 0 0 32768 32768
Inner Loops: 1
Rabbit: True False True False
Osu: False
Workloads:
dgemm -a 128 -b 64
11: Wheeler repeat of exp 10
12: Wheeler repeat of exp 10,11 Verbose
13: Wheeler, Verbose (4 Total Runs : with and without stencil and with and without rabbit)
Nodes: 32
Cores per Node: 8
Iterations: 1000
Stencil: 0 0 32768 32768
Inner Loops: 1
Rabbit: True False True False
Osu: False
Workloads:
dgemm -a 256 -b 64
14: Stampede2, KNL, Non-Verbose
Nodes: 1, 2, 4, 8
Cores per Node: 8
Iterations: 1000
Stencil: 0 32768
Inner Loops: 1
Rabbit: False False
Osu: False False
Workloads:
dgemm -a 256 -b 64
15: Stampede2, KNL, Non-Verbose
Nodes: 1, 2, 4, 8, 16, 32
Cores per Node: 8, 64
Iterations: 1000
Stencil: 0 32768
Inner Loops: 1
Rabbit: False False
Osu: False False
Workloads:
dgemm -a 256 -b 64
16. Stampede 2, KNL Cache Mode (Same as all previous KNL), Non-Verbose
Nodes: 1, 2, 4, 8, 16
Cores per Node: 8
Iterations: 1000
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: True False
Workloads:
dgemm -a 256 -b 64
17. Stampede 2, KNL Flat Mode (Using numactl on normal queue), Non-Verbose
Nodes: 1, 2, 4, 8, 16
Cores per Node: 8
Iterations: 1000
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: True False
Workloads:
dgemm -a 256 -b 64
18. Stampede 2, Skylake, Non-Verbose
Nodes: 1, 2, 4, 8, 16
Cores per Node: 8
Iterations: 1000
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: True False
Workloads:
dgemm -a 256 -b 64
19. Cori, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
20. Same as 19
21. Cori, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 250
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
22-26. Same as 21
27. Cori, Verbose
Nodes: 64
Cores per Node: 32
Iterations: 500
Stencil: 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False True True
Workloads:
dgemm -a 256 -b 64
28-37: Stampede2, Skylake, Verbose
Nodes: 11
Cores per Node: 48
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
38-46: Stampede2, Skylake, Verbose
Nodes: 6
Cores per Node: 48
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
47-49: Stampede2, Skylake, Verbose
Nodes: 22
Cores per Node: 48
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
50-64: Wheeler, Verbose
Nodes: 1
Cores per Node: 7
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
65-79: Wheeler, Verbose
Nodes: 4
Cores per Node: 7
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
80-84: Wheeler, Verbose
Nodes: 8
Cores per Node: 7
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
85-104: Cori, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
105-114: Cori, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768, 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False False True True
Workloads:
dgemm -a 256 -b 64
115-117: Cori, Verbose
Nodes: 64
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
dgemm -a 256 -b 64
118-127: Cori, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
sleep -a 100000 -b 10000
128-132: Cori, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
sleep -a 100000 -b 10000
133-135: Cori, Verbose
Nodes: 64
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
sleep -a 100000 -b 10000
136-155: Cori, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
fwq -a 100000 -b 10000
156-165: Cori, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
fwq -a 100000 -b 10000
166-168: Cori, Verbose
Nodes: 64
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
fwq -a 100000 -b 10000
169-188: Cori, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 200
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
spmv -a 114 -b 25
189-198: Cori, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 200
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
spmv -a 114 -b 25
199-201: Cori, Verbose
Nodes: 64
Cores per Node: 32
Iterations: 200
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
spmv -a 114 -b 25
202-211: Cori, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
hpcg -a 114 -b 25
212-216: Cori, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
hpcg -a 114 -b 25
217-219: Cori, Verbose
Nodes: 64
Cores per Node: 32
Iteratiions: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
hpcg -a 114 -b 25
220-229: Cori, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
lammps -a 64000 -b 250
230-234: Cori, Verbose
Nodes: 54
cores per Node: 32
Iterations: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
lammps -a 64000 -b 250
235-254: Attaway, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Looops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
dgemm -a 256 -b 64
255-264: Attaway, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
dgemm -a 256 -b 64
265-274: Attaway, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
dgemm -a 256 -b 64
275-279: Attaway, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
sleep -a 100000 -b 10000
280-284: Attaway, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
sleep -a 100000 -b 10000
285-289: Attaway, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
fwq -a 100000 -b 10000
290-294: Attaway, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
fwq -a 100000 -b 10000
295-304: Attaway, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 200
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
spmv -a 114 -b 25
305-309: Attaway, Verbose (Waiting on)
Nodes: 32
Cores per Node: 32
Iterations: 200
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
spmv -a 114 -b 25
310-314: Attaway, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 100
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
hpcg -a 114 -b 25
315-319: Attaway, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 100
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
hpcg -a 114 -b 25
320-324: Attaway, Verbose
Nodes: 16
Cores per Node: 32
Iterations: 100
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
lammps -a 64000 -b 250
325-329: Attaway, Verbose
Nodes: 32
Cores per Node: 32
Iterations: 100
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
lammps -a 64000 -b 250
330-349: Cori, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
sleep -a 100000 -b 10000
350-369: Cori, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
fwq -a 100000 -b 10000
370-389: Cori, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
dgemm -a 256 -b 64
390-409: Cori, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 200
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
spmv -a 114 -b 25
410-429: Cori, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
hpcg -a 114 -b 25
430-449: Cori, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
lammps -a 64000 -b 250
450-469: Attaway, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
sleep -a 100000 -b 10000
470-489: Attaway, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 500
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
fwq -a 100000 -b 10000
490-509: Attaway, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 200
Stencil: 0, 32768
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
spmv -a 114 -b 25
510-529: Attaway, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
hpcg -a 114 -b 25
530-549: Attaway, Verbose
Nodes: 8
Cores per Node: 32
Iterations: 100
Stencil: 0
Inner Loops: 1
Rabbit: False
Osu: False
Rabbit_Workload: False
Workloads:
lammps -a 64000 -b 250
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