|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
6 |
6 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2047356044269056 |
0.0220817080157057 |
0.0188090020146231 |
0.0 |
0.0100721540636418 |
0.0159314514330536 |
0.0 |
0.0 |
0.0273236909433659 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0172188243224821 |
0.0018710979532643 |
0.0 |
0.2184217023007829 |
0.0183123554826116 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0037583422687083 |
0.0356252004866355 |
0.0 |
0.0950423619187756 |
0.0183123554826116 |
0.0 |
0.1219491215510307 |
0.0 |
0.0 |
0.0169423948250876 |
0.0 |
0.0 |
0.0 |
0.0143184151817756 |
0.0331274171963987 |
0.0596306714504236 |
0.0355554279118486 |
0.0 |
0.0 |
0.0 |
6.75047711989e-09 |
128.613056 |
78.325371 |
12.687191 |
6 |
64 |
359676881186.075993533693861226 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
6 |
6 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2047356044269056 |
0.0220817080157057 |
0.0188090020146231 |
0.0 |
0.0100721540636418 |
0.0159314514330536 |
0.0 |
0.0 |
0.0273236909433659 |
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0.0 |
0.0 |
0.0 |
0.0172188243224821 |
0.0018710979532643 |
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0.2184217023007829 |
0.0183123554826116 |
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0.0 |
0.0 |
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0.0 |
0.0037583422687083 |
0.0356252004866355 |
0.0 |
0.0950423619187756 |
0.0183123554826116 |
0.0 |
0.1219491215510307 |
0.0 |
0.0 |
0.0169423948250876 |
0.0 |
0.0 |
0.0 |
0.0143184151817756 |
0.0331274171963987 |
0.0596306714504236 |
0.0355554279118486 |
0.0 |
0.0 |
0.0 |
6.75047711989e-09 |
128.613056 |
78.325371 |
12.687191 |
6 |
64 |
359676881186.075993533693861226 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
8 |
8 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2209041478814428 |
0.0205142110589658 |
0.0168306770696424 |
0.0 |
0.0112109739874864 |
0.0140871908014008 |
0.0 |
0.0 |
0.0309772087906819 |
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0.0 |
0.0 |
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0.0198180450782204 |
0.0021398651922074 |
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0.2482396570975335 |
0.0163598544542661 |
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0.0 |
0.0 |
0.0 |
0.0 |
0.0041356683549774 |
0.0411394773312093 |
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0.1006247998222642 |
0.0163598544542661 |
0.0 |
0.1364791227199473 |
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0.0 |
0.0152622490546388 |
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0.0 |
0.0 |
0.01393924752398 |
0.0307699245936224 |
0.0643841487720443 |
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0.0 |
0.0 |
0.0 |
5.18154828632e-09 |
138.058972 |
89.968464 |
13.124251 |
8 |
64 |
305998030585.964635013823224806 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
8 |
8 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2209041478814428 |
0.0205142110589658 |
0.0168306770696424 |
0.0 |
0.0112109739874864 |
0.0140871908014008 |
0.0 |
0.0 |
0.0309772087906819 |
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0.0 |
0.0 |
0.0 |
0.0198180450782204 |
0.0021398651922074 |
0.0 |
0.2482396570975335 |
0.0163598544542661 |
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0.0 |
0.0 |
0.0 |
0.0 |
0.0041356683549774 |
0.0411394773312093 |
0.0 |
0.1006247998222642 |
0.0163598544542661 |
0.0 |
0.1364791227199473 |
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0.0 |
0.0152622490546388 |
0.0 |
0.0 |
0.0 |
0.01393924752398 |
0.0307699245936224 |
0.0643841487720443 |
0.03679892536811 |
0.0 |
0.0 |
0.0 |
5.18154828632e-09 |
138.058972 |
89.968464 |
13.124251 |
8 |
64 |
305998030585.964635013823224806 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
12 |
12 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2443794217450003 |
0.0190132609117094 |
0.0141442155025505 |
0.0 |
0.0127259904003783 |
0.0116686505404988 |
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0.0 |
0.0362700790302659 |
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0.0 |
0.0 |
0.0 |
0.0236061357646946 |
0.0024678531008441 |
0.0 |
0.2926779295738989 |
0.0142984194560405 |
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0.0 |
0.0 |
0.0 |
0.0 |
0.0047331905991219 |
0.0479165035516059 |
0.0 |
0.1093476846700466 |
0.0142984194560405 |
0.0 |
0.1565733870740462 |
0.0 |
0.0 |
0.0131457792479427 |
0.0 |
0.0 |
0.0 |
0.0135040473222614 |
0.0276482628248119 |
0.0711197343455986 |
0.0381788835246456 |
0.0 |
0.0 |
0.0 |
5.88344123059e-09 |
135.187983 |
83.978181 |
12.046324 |
12 |
64 |
253140676625.854049839934597358 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
12 |
12 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2443794217450003 |
0.0190132609117094 |
0.0141442155025505 |
0.0 |
0.0127259904003783 |
0.0116686505404988 |
0.0 |
0.0 |
0.0362700790302659 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0236061357646946 |
0.0024678531008441 |
0.0 |
0.2926779295738989 |
0.0142984194560405 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0047331905991219 |
0.0479165035516059 |
0.0 |
0.1093476846700466 |
0.0142984194560405 |
0.0 |
0.1565733870740462 |
0.0 |
0.0 |
0.0131457792479427 |
0.0 |
0.0 |
0.0 |
0.0135040473222614 |
0.0276482628248119 |
0.0711197343455986 |
0.0381788835246456 |
0.0 |
0.0 |
0.0 |
5.88344123059e-09 |
135.187983 |
83.978181 |
12.046324 |
12 |
64 |
253140676625.854049839934597358 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
16 |
16 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.261743810765099 |
0.0177903983732519 |
0.0125265182881844 |
0.0 |
0.0137231650340398 |
0.0101258865122129 |
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0.0 |
0.0400659769969249 |
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0.0 |
0.0 |
0.0 |
0.0263150734722347 |
0.0026898462218768 |
0.0 |
0.3243189974012199 |
0.0125991781446386 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0051149583549191 |
0.0526580375785681 |
0.0 |
0.1148952382766908 |
0.0125991781446386 |
0.0 |
0.1711807431096292 |
0.0 |
0.0 |
0.0116992113872332 |
0.0 |
0.0 |
0.0 |
0.013529742874523 |
0.0260562611627074 |
0.0750766649843537 |
0.0388657510447226 |
0.0 |
0.0 |
0.0 |
4.30548879294e-09 |
131.797521 |
81.992769 |
13.512913 |
16 |
64 |
224804675740.213517853282404554 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
16 |
16 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.261743810765099 |
0.0177903983732519 |
0.0125265182881844 |
0.0 |
0.0137231650340398 |
0.0101258865122129 |
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0.0 |
0.0400659769969249 |
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0.0 |
0.0 |
0.0 |
0.0263150734722347 |
0.0026898462218768 |
0.0 |
0.3243189974012199 |
0.0125991781446386 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0051149583549191 |
0.0526580375785681 |
0.0 |
0.1148952382766908 |
0.0125991781446386 |
0.0 |
0.1711807431096292 |
0.0 |
0.0 |
0.0116992113872332 |
0.0 |
0.0 |
0.0 |
0.013529742874523 |
0.0260562611627074 |
0.0750766649843537 |
0.0388657510447226 |
0.0 |
0.0 |
0.0 |
4.30548879294e-09 |
131.797521 |
81.992769 |
13.512913 |
16 |
64 |
224804675740.213517853282404554 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
24 |
24 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2803709279825753 |
0.0164727241456062 |
0.0101129203594818 |
0.0 |
0.0148916531745776 |
0.0079633423781636 |
0.0 |
0.0 |
0.0444778836179596 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0294877237891882 |
0.0029606513642559 |
0.0 |
0.3598244001128892 |
0.0108093195820851 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0056099326686788 |
0.0582408638041032 |
0.0 |
0.1206600505003548 |
0.0108093195820851 |
0.0 |
0.1876971219447584 |
0.0 |
0.0 |
0.0096827671405283 |
0.0 |
0.0 |
0.0 |
0.0129552316550739 |
0.0230681520145557 |
0.0809682462151511 |
0.0401852473912574 |
0.0 |
0.0 |
0.0 |
3.96080328378e-09 |
130.304514 |
83.033694 |
12.021615 |
24 |
64 |
198507791644.133496977202912594 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
24 |
24 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2803709279825753 |
0.0164727241456062 |
0.0101129203594818 |
0.0 |
0.0148916531745776 |
0.0079633423781636 |
0.0 |
0.0 |
0.0444778836179596 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0294877237891882 |
0.0029606513642559 |
0.0 |
0.3598244001128892 |
0.0108093195820851 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0056099326686788 |
0.0582408638041032 |
0.0 |
0.1206600505003548 |
0.0108093195820851 |
0.0 |
0.1876971219447584 |
0.0 |
0.0 |
0.0096827671405283 |
0.0 |
0.0 |
0.0 |
0.0129552316550739 |
0.0230681520145557 |
0.0809682462151511 |
0.0401852473912574 |
0.0 |
0.0 |
0.0 |
3.96080328378e-09 |
130.304514 |
83.033694 |
12.021615 |
24 |
64 |
198507791644.133496977202912594 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
32 |
32 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2910219149872771 |
0.0156488318362056 |
0.0087522584733897 |
0.0 |
0.0157057520954325 |
0.0067141813539082 |
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0.0 |
0.0468430893374472 |
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0.0 |
0.0 |
0.0 |
0.0311474103904523 |
0.0031526215292547 |
0.0 |
0.3821997463779932 |
0.0096698429212612 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0059123346245174 |
0.0620349107029751 |
0.0 |
0.1255550897383861 |
0.0096698429212612 |
0.0 |
0.1987023284865896 |
0.0 |
0.0 |
0.0085240732170095 |
0.0 |
0.0 |
0.0 |
0.0128157344767501 |
0.0215679929501397 |
0.084610849208096 |
0.0408921082038279 |
0.0 |
0.0 |
0.0 |
2.84424512997e-09 |
131.809972 |
85.867357 |
10.990593 |
32 |
64 |
186722927431.223794632263891348 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
32 |
32 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2910219149872771 |
0.0156488318362056 |
0.0087522584733897 |
0.0 |
0.0157057520954325 |
0.0067141813539082 |
0.0 |
0.0 |
0.0468430893374472 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0311474103904523 |
0.0031526215292547 |
0.0 |
0.3821997463779932 |
0.0096698429212612 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0059123346245174 |
0.0620349107029751 |
0.0 |
0.1255550897383861 |
0.0096698429212612 |
0.0 |
0.1987023284865896 |
0.0 |
0.0 |
0.0085240732170095 |
0.0 |
0.0 |
0.0 |
0.0128157344767501 |
0.0215679929501397 |
0.084610849208096 |
0.0408921082038279 |
0.0 |
0.0 |
0.0 |
2.84424512997e-09 |
131.809972 |
85.867357 |
10.990593 |
32 |
64 |
186722927431.223794632263891348 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
32 |
32 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.2907532442099804 |
0.0157640948691236 |
0.0087074114757953 |
0.0 |
0.0155756033308626 |
0.006643911817552 |
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0.0 |
0.0468705235064047 |
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0.0 |
0.0 |
0.0 |
0.0312499711274323 |
0.0031735354964812 |
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0.3730577081415943 |
0.0096414140116357 |
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0.0 |
0.0 |
0.0 |
0.0 |
0.0060620435622044 |
0.0618850032758349 |
0.0 |
0.126019231460971 |
0.0096414140116357 |
0.0 |
0.198252601454383 |
0.0 |
0.0 |
0.0084565806500225 |
0.0 |
0.0 |
0.0 |
0.0128574331542868 |
0.0215648446300821 |
0.0841241162335619 |
0.0407082078945661 |
0.0 |
0.0 |
0.0 |
4.53201505315e-09 |
133.71697 |
82.342924 |
12.473282 |
32 |
64 |
187859980608.016970527215381343 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
48 |
48 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3057189839487132 |
0.0145458836265891 |
0.0071558663354763 |
0.0 |
0.0165243898117563 |
0.0052375842275023 |
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0.0 |
0.0501524135144005 |
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0.0 |
0.0 |
0.0 |
0.0335241701046903 |
0.0033305933945193 |
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0.4104566988995668 |
0.008277989190639 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0062515213697161 |
0.0659005224489801 |
0.0 |
0.1298187901458583 |
0.008277989190639 |
0.0 |
0.2096330851559405 |
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0.0 |
0.0071629735460291 |
0.0 |
0.0 |
0.0 |
0.0125359283471411 |
0.0196917946826174 |
0.0879082556563212 |
0.0414134991922271 |
0.0 |
0.0 |
0.0 |
2.98044540859e-09 |
129.666667 |
75.823188 |
13.069565 |
48 |
64 |
173488019444.925215864747059524 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
48 |
48 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3057189839487132 |
0.0145458836265891 |
0.0071558663354763 |
0.0 |
0.0165243898117563 |
0.0052375842275023 |
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0.0 |
0.0501524135144005 |
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0.0 |
0.0 |
0.0 |
0.0335241701046903 |
0.0033305933945193 |
0.0 |
0.4104566988995668 |
0.008277989190639 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0062515213697161 |
0.0659005224489801 |
0.0 |
0.1298187901458583 |
0.008277989190639 |
0.0 |
0.2096330851559405 |
0.0 |
0.0 |
0.0071629735460291 |
0.0 |
0.0 |
0.0 |
0.0125359283471411 |
0.0196917946826174 |
0.0879082556563212 |
0.0414134991922271 |
0.0 |
0.0 |
0.0 |
2.98044540859e-09 |
129.666667 |
75.823188 |
13.069565 |
48 |
64 |
173488019444.925215864747059524 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
64 |
64 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3151993542644434 |
0.0141075763386954 |
0.0062704249087616 |
0.0 |
0.0171717372548223 |
0.0044356812127644 |
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0.0 |
0.0521636333220299 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0349372891589209 |
0.0034417485113958 |
0.0 |
0.4228287175593127 |
0.0076181772699951 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0064593366892563 |
0.0689231621646792 |
0.0 |
0.1327804659215832 |
0.0076181772699951 |
0.0 |
0.219483458099642 |
0.0 |
0.0 |
0.0064710919397778 |
0.0 |
0.0 |
0.0 |
0.0124728505823312 |
0.0187432754910928 |
0.0910421227681715 |
0.042286725874297 |
0.0 |
0.0 |
0.0 |
2.54361458715e-09 |
126.126928 |
73.916963 |
14.151839 |
64 |
64 |
165647573389.683845208876144576 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
64 |
64 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3151993542644434 |
0.0141075763386954 |
0.0062704249087616 |
0.0 |
0.0171717372548223 |
0.0044356812127644 |
0.0 |
0.0 |
0.0521636333220299 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0349372891589209 |
0.0034417485113958 |
0.0 |
0.4228287175593127 |
0.0076181772699951 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0064593366892563 |
0.0689231621646792 |
0.0 |
0.1327804659215832 |
0.0076181772699951 |
0.0 |
0.219483458099642 |
0.0 |
0.0 |
0.0064710919397778 |
0.0 |
0.0 |
0.0 |
0.0124728505823312 |
0.0187432754910928 |
0.0910421227681715 |
0.042286725874297 |
0.0 |
0.0 |
0.0 |
2.54361458715e-09 |
126.126928 |
73.916963 |
14.151839 |
64 |
64 |
165647573389.683845208876144576 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
96 |
96 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3180924697246394 |
0.0135361946295102 |
0.0051894519623996 |
0.0 |
0.0177900121092141 |
0.0035731538051261 |
0.0 |
0.0 |
0.0531938085306901 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0357340267911936 |
0.0036104593700157 |
0.0 |
0.4406006886674184 |
0.0067854237750533 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0066638071749532 |
0.0717255484789489 |
0.0 |
0.1356394568636466 |
0.0067854237750533 |
0.0 |
0.2234464533340514 |
0.0 |
0.0 |
0.0056998334955014 |
0.0 |
0.0 |
0.0 |
0.0122776704405079 |
0.0174671224029075 |
0.0934817026884073 |
0.0428940260515751 |
0.0 |
0.0 |
0.0 |
2.1966179095e-09 |
128.022504 |
76.365682 |
13.075949 |
96 |
64 |
161813311938.673328931082358545 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
96 |
96 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3180924697246394 |
0.0135361946295102 |
0.0051894519623996 |
0.0 |
0.0177900121092141 |
0.0035731538051261 |
0.0 |
0.0 |
0.0531938085306901 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0357340267911936 |
0.0036104593700157 |
0.0 |
0.4406006886674184 |
0.0067854237750533 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0066638071749532 |
0.0717255484789489 |
0.0 |
0.1356394568636466 |
0.0067854237750533 |
0.0 |
0.2234464533340514 |
0.0 |
0.0 |
0.0056998334955014 |
0.0 |
0.0 |
0.0 |
0.0122776704405079 |
0.0174671224029075 |
0.0934817026884073 |
0.0428940260515751 |
0.0 |
0.0 |
0.0 |
2.1966179095e-09 |
128.022504 |
76.365682 |
13.075949 |
96 |
64 |
161813311938.673328931082358545 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
128 |
128 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3263710862308098 |
0.0132682545430009 |
0.0048297133414434 |
0.0 |
0.0179204461397311 |
0.0030959116908776 |
0.0 |
0.0 |
0.0548148465372684 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0368965920871234 |
0.0036986104734028 |
0.0 |
0.4472858664187635 |
0.0063908683201855 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0068219849633412 |
0.072432868081752 |
0.0 |
0.1361496589766882 |
0.0063908683201855 |
0.0 |
0.2319674643145147 |
0.0 |
0.0 |
0.0053380396967777 |
0.0 |
0.0 |
0.0 |
0.0123549640869159 |
0.0171846774283593 |
0.094051862944273 |
0.0428123406953861 |
0.0 |
0.0 |
0.0 |
1.7870870462e-09 |
125.448214 |
74.5125 |
13.008929 |
128 |
64 |
156737397652.566566961443178974 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
128 |
128 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3263710862308098 |
0.0132682545430009 |
0.0048297133414434 |
0.0 |
0.0179204461397311 |
0.0030959116908776 |
0.0 |
0.0 |
0.0548148465372684 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0368965920871234 |
0.0036986104734028 |
0.0 |
0.4472858664187635 |
0.0063908683201855 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0068219849633412 |
0.072432868081752 |
0.0 |
0.1361496589766882 |
0.0063908683201855 |
0.0 |
0.2319674643145147 |
0.0 |
0.0 |
0.0053380396967777 |
0.0 |
0.0 |
0.0 |
0.0123549640869159 |
0.0171846774283593 |
0.094051862944273 |
0.0428123406953861 |
0.0 |
0.0 |
0.0 |
1.7870870462e-09 |
125.448214 |
74.5125 |
13.008929 |
128 |
64 |
156737397652.566566961443178974 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
192 |
192 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3331204919975312 |
0.0128580825562926 |
0.0043076639820248 |
0.0 |
0.0181216597164821 |
0.0026285115388611 |
0.0 |
0.0 |
0.0563455655850948 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0381978587685403 |
0.0037588945604444 |
0.0 |
0.4544374884653584 |
0.0059234852404299 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0069320621462994 |
0.0745430382982172 |
0.0 |
0.1381208658721359 |
0.0059234852404299 |
0.0 |
0.2342390549962024 |
0.0 |
0.0 |
0.0048032154316158 |
0.0 |
0.0 |
0.0 |
0.0123395197197426 |
0.0166471837017673 |
0.0956717896586902 |
0.043526082100102 |
0.0 |
0.0 |
0.0 |
1.72725024298e-09 |
127.097514 |
80.361377 |
14.001912 |
192 |
64 |
151194265024.065702389645756761 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
192 |
192 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3331204919975312 |
0.0128580825562926 |
0.0043076639820248 |
0.0 |
0.0181216597164821 |
0.0026285115388611 |
0.0 |
0.0 |
0.0563455655850948 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0381978587685403 |
0.0037588945604444 |
0.0 |
0.4544374884653584 |
0.0059234852404299 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0069320621462994 |
0.0745430382982172 |
0.0 |
0.1381208658721359 |
0.0059234852404299 |
0.0 |
0.2342390549962024 |
0.0 |
0.0 |
0.0048032154316158 |
0.0 |
0.0 |
0.0 |
0.0123395197197426 |
0.0166471837017673 |
0.0956717896586902 |
0.043526082100102 |
0.0 |
0.0 |
0.0 |
1.72725024298e-09 |
127.097514 |
80.361377 |
14.001912 |
192 |
64 |
151194265024.065702389645756761 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
384 |
384 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3327393898203289 |
0.0125693434574713 |
0.0037207531303922 |
0.0 |
0.0183894642805914 |
0.0021338466950243 |
0.0 |
0.0 |
0.0565712453610734 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0383829685287737 |
0.0037808292596232 |
0.0 |
0.4631587333394393 |
0.0054527041612954 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0070198938421792 |
0.0758791921702816 |
0.0 |
0.1407298374009207 |
0.0054527041612954 |
0.0 |
0.2367357240635015 |
0.0 |
0.0 |
0.0044030768993365 |
0.0 |
0.0 |
0.0 |
0.0121783029675418 |
0.015899056097934 |
0.0963120907555112 |
0.0433362507453007 |
0.0 |
0.0 |
0.0 |
1.16681051474e-09 |
129.951567 |
80.156695 |
10.985755 |
384 |
64 |
150401551737.048241677555110854 |
|
Horovod CANDLE P1B2 Benchmark |
ANL Theta |
384 |
384 |
64 |
learning rate=0.001, batch size=90.0, epochs=384.0 |
1.301 |
p1b2-hybrid.py |
empirical |
1.301 |
1 |
0.3327393898203289 |
0.0125693434574713 |
0.0037207531303922 |
0.0 |
0.0183894642805914 |
0.0021338466950243 |
0.0 |
0.0 |
0.0565712453610734 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0383829685287737 |
0.0037808292596232 |
0.0 |
0.4631587333394393 |
0.0054527041612954 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.0070198938421792 |
0.0758791921702816 |
0.0 |
0.1407298374009207 |
0.0054527041612954 |
0.0 |
0.2367357240635015 |
0.0 |
0.0 |
0.0044030768993365 |
0.0 |
0.0 |
0.0 |
0.0121783029675418 |
0.015899056097934 |
0.0963120907555112 |
0.0433362507453007 |
0.0 |
0.0 |
0.0 |
1.16681051474e-09 |
129.951567 |
80.156695 |
10.985755 |
384 |
64 |
150401551737.048241677555110854 |