MuMMI

  2. %

Horovod CANDLE P1B2 Benchmark 1.0; 384 Processors

Predictions

Download CSV

Properties runtime power_sys power_cpu power_mem
Application System Proc Input Freq Actual Predict Error Actual Predict Error Actual Predict Error Actual Predict Error
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 233.04 189.21 -18.81% 129.05 129.43 0.3% 82.55 78.93 -4.39% 12.78 12.75 -0.29%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 254.73 242.44 -4.82% 122.14 121.9 -0.2% 68.19 69.76 2.31% 12.7 12.64 -0.45%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 219.36 186.78 -14.85% 128.19 128.08 -0.09% 79.93 79.45 -0.6% 14.01 12.82 -8.55%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 237.15 245.52 3.53% 121.93 122.1 0.14% 72.27 70.87 -1.94% 13.29 13.33 0.25%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 209.15 187.53 -10.34% 123.68 128.94 4.26% 74.47 78.7 5.68% 13.75 12.85 -6.5%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 189.7 187.28 -1.27% 132.65 129.78 -2.17% 78.39 79.49 1.4% 12.83 12.87 0.25%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 217.15 252.11 16.1% 121.85 119.19 -2.18% 75.11 70.85 -5.67% 10.51 13.88 32.1%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 186.78 185.63 -0.62% 127.59 128.34 0.59% 77.73 79.36 2.1% 13.09 12.93 -1.24%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 182.17 186.65 2.45% 126.13 128.35 1.77% 79.37 79.2 -0.21% 13.26 12.85 -3.08%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 175.49 188.1 7.18% 129.95 129.1 -0.65% 80.16 79.53 -0.78% 10.99 12.79 16.41%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 172.5 188.74 9.42% 130.13 129.89 -0.19% 77.19 79.02 2.37% 14.04 12.92 -7.98%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 166.22 183.88 10.62% 128.35 129.06 0.55% 78.77 78.48 -0.37% 12.94 12.87 -0.55%