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Horovod CANDLE P1B2 Benchmark 1.0; ANL Theta

Predictions

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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 1.301 233.04 233.5 0.2% 129.05 126.91 -1.66% 82.55 77.09 -6.62% 12.78 12.76 -0.21%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 254.73 265.87 4.37% 122.14 125.38 2.65% 68.19 76.68 12.46% 12.7 12.56 -1.06%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 219.36 228.22 4.04% 128.19 126.94 -0.98% 79.93 77.64 -2.87% 14.01 12.77 -8.89%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 237.15 268.65 13.28% 121.93 124.36 1.99% 72.27 76.96 6.49% 13.29 12.73 -4.26%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 209.15 231.46 10.66% 123.68 126.87 2.58% 74.47 77.45 3.99% 13.75 12.81 -6.79%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 189.7 229.71 21.09% 132.65 127.04 -4.23% 78.39 77.62 -0.98% 12.83 12.77 -0.52%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 217.15 289.58 33.36% 121.85 125.76 3.21% 75.11 75.79 0.91% 10.51 13.16 25.24%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 186.78 232.17 24.3% 127.59 127.2 -0.31% 77.73 77.38 -0.44% 13.09 12.8 -2.2%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 182.17 228.41 25.38% 126.13 127.12 0.79% 79.37 77.83 -1.93% 13.26 12.77 -3.67%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 175.49 233.64 33.13% 129.95 126.75 -2.46% 80.16 77.26 -3.61% 10.99 12.79 16.45%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 172.5 234.7 36.06% 130.13 127.11 -2.32% 77.19 77.34 0.2% 14.04 12.78 -8.96%
Horovod CANDLE P1B2 Benchmark ANL Theta 384 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 166.22 227.15 36.65% 128.35 127.16 -0.93% 78.77 77.64 -1.44% 12.94 12.8 -1.06%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 328.27 287.96 -12.28% 118.7 123.19 3.78% 70.09 76.28 8.83% 13.77 12.85 -6.68%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 293.04 262.54 -10.41% 125.36 126.88 1.21% 77.78 77.5 -0.36% 11.98 12.69 5.95%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 261.15 259.34 -0.69% 127.1 127.56 0.36% 80.36 78.25 -2.63% 14.0 12.84 -8.32%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 287.4 306.37 6.6% 125.93 126.58 0.51% 75.76 76.4 0.85% 13.84 12.67 -8.46%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 250.02 262.95 5.17% 132.12 127.44 -3.54% 79.18 77.9 -1.62% 10.6 12.82 20.9%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 247.83 290.91 17.39% 121.84 124.01 1.78% 77.65 76.71 -1.2% 10.64 11.88 11.65%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 216.31 264.34 22.2% 132.11 127.24 -3.69% 83.23 77.8 -6.53% 14.02 12.8 -8.73%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 209.89 263.73 25.65% 134.93 127.63 -5.41% 80.97 77.88 -3.82% 12.98 12.77 -1.57%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 205.89 260.46 26.5% 126.18 127.11 0.73% 73.38 77.84 6.09% 11.0 12.71 15.53%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 197.1 259.5 31.66% 131.83 127.29 -3.44% 76.01 77.9 2.49% 11.0 12.75 15.92%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 193.46 262.4 35.64% 128.41 127.37 -0.81% 77.87 77.89 0.03% 11.0 12.73 15.71%
Horovod CANDLE P1B2 Benchmark ANL Theta 192 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 190.18 264.1 38.87% 123.46 126.95 2.83% 72.13 77.56 7.54% 11.97 12.79 6.9%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 367.51 301.94 -17.84% 128.51 126.94 -1.22% 79.81 77.44 -2.97% 12.45 12.74 2.33%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 369.93 326.26 -11.81% 128.28 124.24 -3.15% 78.73 76.0 -3.46% 12.11 12.52 3.35%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 280.1 293.26 4.7% 125.45 127.25 1.43% 74.51 77.92 4.57% 13.01 12.78 -1.74%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 273.0 297.35 8.92% 128.74 127.35 -1.08% 82.74 78.07 -5.64% 12.99 12.75 -1.83%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 296.62 330.97 11.58% 125.79 124.77 -0.81% 80.38 76.97 -4.23% 13.07 12.04 -7.9%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 292.85 370.08 26.37% 120.54 125.96 4.5% 70.72 76.86 8.69% 12.61 12.98 2.93%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 234.18 291.72 24.57% 125.1 128.05 2.36% 79.04 78.65 -0.49% 11.05 12.75 15.36%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 234.66 297.42 26.74% 128.77 127.4 -1.07% 77.56 77.77 0.27% 15.01 12.72 -15.26%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 216.25 296.55 37.13% 124.21 127.2 2.41% 75.03 77.86 3.77% 11.42 12.69 11.15%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 213.24 295.02 38.35% 133.36 127.53 -4.37% 82.65 77.97 -5.67% 14.0 12.76 -8.83%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 199.67 296.49 48.49% 131.26 127.89 -2.57% 77.59 78.19 0.77% 14.98 12.8 -14.55%
Horovod CANDLE P1B2 Benchmark ANL Theta 128 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 194.35 298.52 53.6% 120.56 127.57 5.81% 71.03 77.84 9.6% 13.39 12.77 -4.65%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 495.72 325.6 -34.32% 127.66 127.73 0.05% 81.37 78.2 -3.89% 11.99 12.71 6.02%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 466.09 364.46 -21.8% 127.76 125.54 -1.73% 79.54 78.07 -1.85% 12.37 12.44 0.6%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 386.05 327.82 -15.08% 126.97 127.86 0.7% 75.77 78.41 3.48% 11.99 12.82 6.9%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 355.44 329.85 -7.2% 128.02 127.53 -0.39% 76.37 78.01 2.16% 13.08 12.76 -2.4%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 379.76 341.75 -10.01% 119.78 121.03 1.04% 72.0 74.4 3.33% 10.75 11.97 11.28%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 361.79 337.36 -6.75% 124.28 123.77 -0.41% 72.85 75.15 3.15% 12.53 12.5 -0.17%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 294.04 320.64 9.04% 117.35 127.56 8.7% 73.28 78.46 7.07% 12.96 12.72 -1.86%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 277.83 328.64 18.29% 129.6 128.04 -1.21% 78.57 78.43 -0.18% 12.9 12.81 -0.7%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 259.48 321.94 24.07% 128.57 128.0 -0.45% 81.45 78.45 -3.67% 10.81 12.79 18.29%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 259.99 324.94 24.98% 126.5 127.71 0.96% 78.69 78.4 -0.37% 12.01 12.75 6.11%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 239.86 323.83 35.01% 128.74 127.74 -0.77% 81.97 78.65 -4.05% 12.99 12.8 -1.46%
Horovod CANDLE P1B2 Benchmark ANL Theta 96 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 230.28 326.88 41.95% 134.37 128.53 -4.34% 78.4 78.75 0.45% 11.99 12.79 6.65%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 541.77 388.08 -28.37% 128.34 128.27 -0.06% 75.86 78.71 3.75% 13.8 12.76 -7.57%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 543.17 425.63 -21.64% 124.45 125.06 0.49% 75.86 77.87 2.65% 11.85 12.57 6.08%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 513.21 429.72 -16.27% 124.77 125.94 0.94% 78.21 76.64 -2.01% 14.64 12.65 -13.57%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 438.25 391.4 -10.69% 130.03 127.97 -1.58% 81.03 78.6 -3.0% 11.6 12.7 9.48%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 421.34 386.0 -8.39% 126.13 128.21 1.65% 73.92 78.83 6.64% 14.15 12.76 -9.84%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 407.31 390.57 -4.11% 124.65 128.13 2.79% 74.21 78.48 5.75% 15.1 12.67 -16.06%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 360.54 392.7 8.92% 124.94 128.18 2.59% 73.78 78.67 6.63% 9.99 12.78 27.88%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 372.29 427.85 14.93% 131.43 126.47 -3.77% 79.02 76.85 -2.75% 13.21 13.05 -1.2%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 298.19 385.91 29.42% 129.21 128.79 -0.32% 78.94 78.99 0.06% 10.02 12.74 27.12%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 290.15 388.85 34.02% 128.3 128.71 0.32% 80.36 79.15 -1.51% 14.03 12.73 -9.27%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 282.92 387.83 37.08% 131.86 128.61 -2.47% 80.98 78.78 -2.72% 10.43 12.75 22.24%
Horovod CANDLE P1B2 Benchmark ANL Theta 64 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 269.21 386.71 43.65% 133.0 129.01 -3.0% 81.18 79.2 -2.45% 15.01 12.78 -14.87%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 738.66 454.94 -38.41% 136.72 128.47 -6.04% 84.65 79.17 -6.47% 14.99 12.78 -14.76%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 720.47 488.8 -32.16% 126.05 126.12 0.06% 74.21 76.69 3.34% 15.87 13.06 -17.69%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 710.88 520.73 -26.75% 126.04 127.7 1.32% 79.77 78.75 -1.28% 12.72 12.48 -1.93%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 579.2 449.39 -22.41% 125.0 129.08 3.26% 76.48 79.42 3.84% 15.0 12.85 -14.36%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 585.29 485.58 -17.04% 127.72 126.47 -0.98% 78.36 77.38 -1.24% 11.84 12.52 5.74%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 517.07 451.03 -12.77% 129.67 128.28 -1.07% 75.82 78.82 3.96% 13.07 12.71 -2.74%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 418.8 445.49 6.37% 124.86 128.86 3.2% 80.37 79.63 -0.93% 12.11 12.74 5.22%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 412.82 448.59 8.67% 127.24 129.14 1.5% 77.73 79.69 2.53% 14.97 12.79 -14.57%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 392.68 446.99 13.83% 126.57 129.08 1.98% 78.1 79.28 1.51% 12.99 12.71 -2.17%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 362.01 444.17 22.7% 129.71 128.71 -0.77% 83.23 79.28 -4.75% 11.18 12.67 13.4%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 346.69 455.07 31.26% 128.36 128.9 0.42% 81.28 79.15 -2.63% 12.99 12.77 -1.68%
Horovod CANDLE P1B2 Benchmark ANL Theta 48 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 331.39 452.83 36.64% 135.55 128.94 -4.88% 84.25 79.28 -5.9% 9.73 12.86 32.11%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 851.38 578.67 -32.03% 133.72 128.4 -3.98% 82.34 79.35 -3.64% 12.47 12.65 1.42%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 858.32 612.93 -28.59% 129.37 128.72 -0.5% 79.94 79.46 -0.61% 13.94 12.42 -10.9%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 716.53 578.33 -19.29% 128.57 129.42 0.66% 82.6 79.66 -3.57% 12.99 12.64 -2.73%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 679.65 603.55 -11.2% 130.91 128.88 -1.55% 87.8 79.57 -9.37% 13.49 12.43 -7.86%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 652.95 611.39 -6.37% 123.38 127.4 3.26% 74.12 78.12 5.39% 12.97 12.42 -4.19%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 600.23 580.83 -3.23% 127.52 129.77 1.77% 77.03 79.87 3.7% 11.99 12.82 6.87%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 600.6 578.46 -3.69% 126.56 129.27 2.14% 77.7 79.81 2.72% 11.28 12.75 13.03%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 531.09 579.37 9.09% 131.81 129.23 -1.96% 85.87 79.71 -7.17% 10.99 12.73 15.81%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 447.04 583.44 30.51% 127.25 130.19 2.31% 80.73 79.97 -0.95% 12.42 12.78 2.87%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 441.89 577.24 30.63% 125.98 129.9 3.11% 80.01 80.24 0.29% 12.74 12.71 -0.23%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 424.42 582.03 37.13% 129.76 130.0 0.18% 80.43 80.09 -0.42% 11.69 12.72 8.84%
Horovod CANDLE P1B2 Benchmark ANL Theta 32 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 370.94 582.05 56.91% 129.89 129.88 -0.01% 82.66 80.4 -2.74% 13.04 12.78 -1.95%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 1280.16 707.76 -44.71% 128.28 128.61 0.26% 77.82 79.55 2.22% 13.64 12.64 -7.31%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 1217.2 816.19 -32.95% 129.88 127.32 -1.97% 83.37 79.15 -5.06% 12.82 12.81 -0.1%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 979.1 703.04 -28.2% 130.95 130.45 -0.38% 78.9 80.75 2.35% 13.0 12.74 -1.99%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 960.98 811.63 -15.54% 128.47 129.99 1.18% 82.74 80.57 -2.62% 11.78 12.74 8.12%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 786.25 698.97 -11.1% 130.3 130.07 -0.18% 83.03 80.61 -2.92% 12.02 12.69 5.59%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 782.86 706.92 -9.7% 122.78 129.47 5.45% 79.09 80.18 1.38% 13.42 12.75 -4.95%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 780.19 687.73 -11.85% 126.04 128.03 1.58% 76.52 78.94 3.17% 12.32 12.77 3.64%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 682.13 702.23 2.95% 132.15 130.23 -1.45% 80.6 80.65 0.07% 13.02 12.67 -2.75%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 670.0 703.1 4.94% 124.91 130.37 4.37% 79.76 80.82 1.33% 12.68 12.74 0.47%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 578.16 697.96 20.72% 134.77 130.73 -3.0% 82.49 80.8 -2.05% 12.07 12.79 5.97%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 562.78 703.85 25.07% 129.45 130.21 0.59% 83.19 80.65 -3.06% 14.7 12.69 -13.7%
Horovod CANDLE P1B2 Benchmark ANL Theta 24 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 520.37 696.91 33.93% 123.17 129.91 5.47% 76.79 80.57 4.93% 14.2 12.55 -11.65%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 1507.56 963.63 -36.08% 136.7 130.07 -4.85% 87.87 81.07 -7.74% 12.99 12.67 -2.48%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 1269.04 992.34 -21.8% 130.04 128.68 -1.05% 79.9 80.55 0.81% 12.42 12.55 1.08%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 1133.11 960.98 -15.19% 132.33 130.91 -1.07% 84.31 81.44 -3.4% 12.32 12.72 3.23%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 1103.11 989.63 -10.29% 133.66 129.02 -3.47% 88.38 80.43 -9.0% 13.96 12.78 -8.48%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 967.89 957.79 -1.04% 131.8 131.96 0.12% 81.99 82.06 0.08% 13.51 12.81 -5.17%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 920.24 932.2 1.3% 132.67 129.74 -2.21% 85.82 80.14 -6.62% 10.93 12.29 12.47%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 800.33 959.16 19.84% 133.79 131.54 -1.68% 81.88 81.91 0.04% 11.88 12.77 7.47%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 777.51 954.97 22.82% 133.82 131.52 -1.72% 81.92 81.85 -0.09% 13.99 12.59 -10.03%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 690.87 951.06 37.66% 128.17 132.38 3.28% 84.14 82.32 -2.16% 15.2 12.79 -15.81%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 674.5 959.21 42.21% 130.16 131.8 1.25% 79.97 82.08 2.64% 13.81 12.84 -7.01%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 622.29 951.56 52.91% 126.56 132.37 4.59% 79.26 82.39 3.96% 10.0 12.76 27.57%
Horovod CANDLE P1B2 Benchmark ANL Theta 16 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 575.08 959.99 66.93% 128.76 132.23 2.69% 78.45 82.39 5.02% 10.98 12.6 14.72%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 2280.71 1216.53 -46.66% 120.56 130.71 8.41% 69.62 81.53 17.11% 15.27 12.67 -17.01%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 1927.46 1228.84 -36.25% 130.45 131.56 0.85% 80.21 82.43 2.77% 12.65 12.44 -1.69%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 1728.55 1208.67 -30.08% 128.22 131.56 2.6% 78.53 82.19 4.66% 10.99 12.58 14.46%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 1559.99 1224.79 -21.49% 127.05 132.16 4.02% 81.73 82.44 0.87% 13.3 12.52 -5.9%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 1489.34 1210.0 -18.76% 135.19 132.35 -2.1% 83.98 82.61 -1.63% 12.05 12.69 5.35%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 1255.15 1210.07 -3.59% 135.35 133.21 -1.58% 82.12 83.12 1.22% 13.99 12.41 -11.34%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 1193.79 1206.42 1.06% 128.52 132.79 3.32% 80.5 82.91 2.99% 13.67 12.76 -6.63%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 1076.56 1200.3 11.49% 124.17 132.32 6.57% 77.93 82.49 5.85% 12.71 12.74 0.21%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 1033.89 1206.68 16.71% 133.47 133.28 -0.15% 87.69 83.36 -4.93% 13.01 12.78 -1.71%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 981.55 1210.14 23.29% 129.47 133.16 2.85% 77.78 83.19 6.95% 10.93 12.87 17.78%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 922.25 1210.37 31.24% 130.43 133.06 2.02% 80.85 83.2 2.9% 14.0 12.59 -10.02%
Horovod CANDLE P1B2 Benchmark ANL Theta 12 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 847.56 1204.69 42.14% 132.62 133.6 0.74% 83.93 83.54 -0.47% 14.89 12.62 -15.27%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=50.0, epochs=384.0 1.301 2734.37 1717.46 -37.19% 133.43 132.04 -1.04% 85.99 82.87 -3.63% 14.3 12.68 -11.34%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 2329.38 1797.92 -22.82% 139.65 132.04 -5.45% 89.54 83.31 -6.96% 10.94 12.09 10.5%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 2005.73 1717.42 -14.37% 129.93 133.71 2.91% 74.61 83.88 12.41% 12.33 12.55 1.73%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 1765.67 1707.39 -3.3% 132.31 130.81 -1.14% 82.02 82.44 0.51% 11.13 11.9 6.84%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 1585.54 1711.77 7.96% 138.06 133.36 -3.41% 89.97 83.78 -6.88% 13.12 12.71 -3.16%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 1466.84 1753.67 19.55% 141.09 133.6 -5.31% 88.59 83.91 -5.28% 10.01 12.43 24.26%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 1335.11 1705.25 27.72% 138.37 134.08 -3.1% 86.35 84.3 -2.37% 12.89 12.51 -2.92%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 1242.63 1701.66 36.94% 140.0 134.32 -4.06% 92.8 84.36 -9.1% 13.01 12.51 -3.86%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 1149.59 1694.59 47.41% 135.62 134.31 -0.96% 87.54 84.46 -3.53% 14.13 12.73 -9.89%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 1119.34 1704.43 52.27% 134.7 135.28 0.43% 82.37 85.01 3.2% 11.02 12.57 14.01%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 1030.89 1710.9 65.96% 140.37 134.59 -4.12% 88.28 84.55 -4.22% 10.94 12.52 14.4%
Horovod CANDLE P1B2 Benchmark ANL Theta 8 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 983.3 1697.02 72.58% 131.0 134.31 2.53% 78.3 84.39 7.77% 14.02 12.82 -8.57%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=60.0, epochs=384.0 1.301 3410.52 2215.04 -35.05% 136.68 132.99 -2.7% 85.36 83.68 -1.97% 12.72 12.7 -0.19%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=70.0, epochs=384.0 1.301 2952.02 2206.82 -25.24% 136.33 134.09 -1.65% 84.14 84.49 0.42% 9.72 12.67 30.37%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=80.0, epochs=384.0 1.301 2672.28 2217.55 -17.02% 134.46 134.5 0.03% 82.76 84.89 2.58% 11.01 12.42 12.78%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=90.0, epochs=384.0 1.301 2427.99 2237.51 -7.85% 128.61 134.8 4.81% 78.33 84.95 8.46% 12.69 12.71 0.18%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=100.0, epochs=384.0 1.301 2177.96 2208.87 1.42% 134.92 135.35 0.32% 80.68 85.14 5.53% 12.0 12.5 4.17%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=110.0, epochs=384.0 1.301 2079.44 2221.63 6.84% 137.67 135.66 -1.46% 83.33 85.53 2.63% 13.01 12.51 -3.84%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=120.0, epochs=384.0 1.301 1941.19 2226.11 14.68% 136.65 135.53 -0.81% 87.3 85.39 -2.19% 14.0 12.8 -8.56%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=130.0, epochs=384.0 1.301 1772.64 2223.83 25.45% 137.99 135.11 -2.09% 86.68 85.13 -1.79% 11.01 12.43 12.93%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=140.0, epochs=384.0 1.301 1728.46 2208.67 27.78% 132.33 135.61 2.48% 75.59 85.62 13.27% 12.45 12.77 2.63%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=150.0, epochs=384.0 1.301 1588.15 2199.28 38.48% 139.6 136.37 -2.31% 89.72 86.01 -4.14% 13.05 12.82 -1.81%
Horovod CANDLE P1B2 Benchmark ANL Theta 6 learning rate=0.001, batch size=160.0, epochs=384.0 1.301 1488.22 2213.64 48.74% 129.95 136.25 4.84% 80.74 85.96 6.46% 13.81 12.84 -7.03%