replace benchmark section in README with updated plots
This commit is contained in:
@@ -98,20 +98,20 @@ println!("PP: {}", result.pp());
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| `async_tokio` | Beatmap parsing will be async through [tokio](https://github.com/tokio-rs/tokio) |
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| `async_std` | Beatmap parsing will be async through [async-std](https://github.com/async-rs/async-std) |
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### Benchmarks (TODO, update w.r.t removed feature flags)
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### Accuracy
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Comparing the PP calculation speed between [osu-perf](https://gitlab.com/JackRedstonia/osu-perf/) (alternative rust pp calculculation crate), an [oppai-ng](https://github.com/Francesco149/oppai-ng) rust binding, and rosu-pp's `no_sliders_no_leniency`:
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Here are some plots showing the differences of `rosu-pp`'s values and osu!'s official [osu-tools](https://github.com/ppy/osu-tools).
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<img src="./benchmark_results/crates_pp_calc.svg">
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Note that osu-tools was used on [this commit](https://github.com/ppy/osu/commit/9fb2402781ad91c197d51aeec716b0000f52c4d1) which is currently (2021-11-14) accurate for osu!standard but for other modes it might include changes that were not applied into stable and thus not implemented in rosu-pp.
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Comparing the PP calculation speed between rosu-pp's `all_included`, `no_leniency`, and `no_sliders_no_leniency` versions:
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osu!standard: (very accurate, flashlight has the highest average but is still very small)
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<img src="./pp-plot/osu_accuracy.svg">
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<img src="./benchmark_results/rosu_pp_calc.svg">
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osu!mania: (close to perfect values)
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<img src="./pp-plot/mania_accuracy.svg">
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Comparing the PP (in)accuracy between rosu-pp's `all_included`, `no_leniency`, and `no_sliders_no_leniency` versions:
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osu!catch: (pretty accurate)
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<img src="./pp-plot/fruits_accuracy.svg">
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<img src="./benchmark_results/pp_inaccuracy.svg">
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Comparing the stars (in)accuracy between rosu-pp's `all_included`, `no_leniency`, and `no_sliders_no_leniency` versions:
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<img src="./benchmark_results/stars_inaccuracy.svg">
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osu!taiko: (decently accurate, potentially more imprecise due to non-live changes in osu-tools)
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<img src="./pp-plot/taiko_accuracy.svg">
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<text><tspan font-family="Helvetica" > 58</tspan></text>
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</g>
|
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</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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||||
<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M636.50,217.40 L636.50,54.01 '/></g>
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||||
<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
<path stroke='black' d='M636.50,217.40 L636.50,208.40 '/> <g transform="translate(636.50,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 60</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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</g>
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<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M760.16,217.40 L760.16,54.01 '/></g>
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<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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</g>
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<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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<path stroke='black' d='M760.16,217.40 L760.16,208.40 '/> <g transform="translate(760.16,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
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<text><tspan font-family="Helvetica" > 62</tspan></text>
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</g>
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||||
</g>
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||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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</g>
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<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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</g>
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<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M883.83,217.40 L883.83,54.01 '/></g>
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<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M883.83,217.40 L883.83,208.40 '/> <g transform="translate(883.83,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 64</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
</g>
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||||
<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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||||
</g>
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<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M1007.49,217.40 L1007.49,54.01 '/></g>
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<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
</g>
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||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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<path stroke='black' d='M1007.49,217.40 L1007.49,208.40 '/> <g transform="translate(1007.49,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 66</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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||||
<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M1131.16,217.40 L1131.16,54.01 '/></g>
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||||
<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M1131.16,217.40 L1131.16,208.40 '/> <g transform="translate(1131.16,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 68</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M1254.82,217.40 L1254.82,54.01 '/></g>
|
||||
<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M1254.82,217.40 L1254.82,208.40 '/> <g transform="translate(1254.82,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 70</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M265.50,54.01 L265.50,217.40 L1254.82,217.40 L1254.82,54.01 L265.50,54.01 Z '/></g>
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||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
<g transform="translate(19.18,135.71) rotate(270)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
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||||
<text><tspan font-family="Helvetica" >Input</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
<g transform="translate(760.16,266.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" >Average time (ms)</tspan></text>
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||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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</g>
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<g id="gnuplot_plot_1" ><title>PDF</title>
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<g transform="translate(1187.09,75.91)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="end">
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<text><tspan font-family="Helvetica" >PDF</tspan></text>
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||||
</g>
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||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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<g stroke='none' shape-rendering='crispEdges'>
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440.11,189.79 440.77,189.80 441.43,189.81 442.08,189.81 442.74,189.82 443.40,189.83 444.06,189.84 444.72,189.85 445.38,189.85 446.04,189.86 446.70,189.87 447.35,189.88 448.01,189.89 448.67,189.90 449.33,189.90 449.99,189.91
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450.65,189.92 451.31,189.93 451.97,189.94 452.63,189.95 453.28,189.96 453.94,189.97 454.60,189.97 455.26,189.98 455.92,189.99 456.58,190.00 457.24,190.01 457.90,190.02 458.55,190.02 459.21,190.03 459.87,190.04 460.53,190.05
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461.19,190.05 461.85,190.06 462.51,190.07 463.17,190.07 463.82,190.08 464.48,190.08 465.14,190.09 465.80,190.09 466.46,190.10 467.12,190.10 467.78,190.11 468.44,190.11 469.10,190.11 469.75,190.12 470.41,190.12 471.07,190.12
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587.68,189.69 588.34,189.69 589.00,189.69 589.65,189.69 590.31,189.69 590.97,189.69 591.63,189.69 592.29,189.69 592.95,189.70 593.61,189.70 594.27,189.70 594.92,189.71 595.58,189.71 596.24,189.72 596.90,189.73 597.56,189.73
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598.22,189.74 598.88,189.75 599.54,189.76 600.20,189.77 600.85,189.78 601.51,189.79 602.17,189.80 602.83,189.81 603.49,189.82 604.15,189.83 604.81,189.84 605.47,189.85 606.12,189.86 606.78,189.87 607.44,189.89 608.10,189.90
|
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608.76,189.91 609.42,189.92 610.08,189.93 610.74,189.94 611.39,189.95 612.05,189.96 612.71,189.97 613.37,189.98 614.03,189.99 614.69,190.00 615.35,190.01 616.01,190.02 616.67,190.03 617.32,190.04 617.98,190.05 618.64,190.06
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619.30,190.06 619.96,190.07 620.62,190.08 621.28,190.08 621.94,190.09 622.59,190.10 623.25,190.10 623.91,190.11 624.57,190.11 625.23,190.12 625.89,190.12 626.55,190.12 627.21,190.13 627.86,190.13 628.52,190.13 629.18,190.14
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629.84,190.14 630.50,190.14 631.16,190.15 631.82,190.15 632.48,190.15 633.14,190.15 633.79,190.15 634.45,190.16 635.11,190.16 635.77,190.16 636.43,190.16 637.09,190.16 637.75,190.16 638.41,190.16 639.06,190.16 639.72,190.16
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640.38,190.16 641.04,190.16 641.70,190.16 642.36,190.17 642.36,190.17 641.70,190.17 641.04,190.17 640.38,190.17 639.72,190.17 639.06,190.17 638.41,190.17 637.75,190.18 637.09,190.18 636.43,190.18 635.77,190.18 635.11,190.18
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634.45,190.18 633.79,190.18 633.14,190.18 632.48,190.19 631.82,190.19 631.16,190.19 630.50,190.19 629.84,190.20 629.18,190.20 628.52,190.20 627.86,190.20 627.21,190.21 626.55,190.21 625.89,190.22 625.23,190.22 624.57,190.23
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623.91,190.23 623.25,190.24 622.59,190.24 621.94,190.25 621.28,190.25 620.62,190.26 619.96,190.27 619.30,190.27 618.64,190.28 617.98,190.29 617.32,190.30 616.67,190.31 616.01,190.31 615.35,190.32 614.69,190.33 614.03,190.34
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613.37,190.35 612.71,190.36 612.05,190.37 611.39,190.38 610.74,190.39 610.08,190.41 609.42,190.42 608.76,190.43 608.10,190.44 607.44,190.45 606.78,190.46 606.12,190.47 605.47,190.48 604.81,190.50 604.15,190.51 603.49,190.52
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1156.30,81.23 1156.48,81.23 1156.66,81.23 1156.83,81.23 1156.83,81.25 1156.66,81.25 1156.48,81.25 1156.30,81.25 1156.13,81.25 1155.95,81.25 1155.77,81.26 1155.60,81.26 1155.42,81.26 1155.24,81.26 1155.07,81.26 1154.89,81.26
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1154.71,81.27 1154.54,81.27 1154.36,81.27 1154.18,81.27 1154.00,81.28 1153.83,81.28 1153.65,81.29 1153.47,81.29 1153.30,81.29 1153.12,81.30 1152.94,81.30 1152.77,81.31 1152.59,81.31 1152.41,81.32 1152.24,81.33 1152.06,81.33
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1151.88,81.34 1151.71,81.35 1151.53,81.36 1151.35,81.37 1151.18,81.37 1151.00,81.38 1150.82,81.39 1150.65,81.41 1150.47,81.42 1150.29,81.43 1150.12,81.44 1149.94,81.45 1149.76,81.47 1149.59,81.48 1149.41,81.50 1149.23,81.51
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<path stroke='black' d='M584.09,217.40 L584.09,208.40 '/> <g transform="translate(584.09,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
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<text><tspan font-family="Helvetica" > 1</tspan></text>
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</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M751.77,217.40 L751.77,54.01 '/></g>
|
||||
<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M751.77,217.40 L751.77,208.40 '/> <g transform="translate(751.77,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 1.1</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
</g>
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<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M919.45,217.40 L919.45,54.01 '/></g>
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<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M919.45,217.40 L919.45,208.40 '/> <g transform="translate(919.45,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 1.2</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M1087.14,217.40 L1087.14,54.01 '/></g>
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||||
<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M1087.14,217.40 L1087.14,208.40 '/> <g transform="translate(1087.14,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 1.3</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="black" stroke="black" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
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||||
<g fill="none" color="gray" stroke="currentColor" stroke-width="0.50" stroke-linecap="butt" stroke-linejoin="miter">
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||||
<path stroke='gray' stroke-dasharray='2,4' class="gridline" d='M1254.82,217.40 L1254.82,54.01 '/></g>
|
||||
<g fill="none" color="gray" stroke="gray" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M1254.82,217.40 L1254.82,208.40 '/> <g transform="translate(1254.82,239.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" > 1.4</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<path stroke='black' d='M248.72,54.01 L248.72,217.40 L1254.82,217.40 L1254.82,54.01 L248.72,54.01 Z '/></g>
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||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
<g transform="translate(19.18,135.71) rotate(270)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" >Input</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
|
||||
<g transform="translate(751.77,266.30)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="middle">
|
||||
<text><tspan font-family="Helvetica" >Average time (s)</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
</g>
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<g id="gnuplot_plot_1" ><title>PDF</title>
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||||
<g transform="translate(1187.09,75.91)" stroke="none" fill="black" font-family="Helvetica" font-size="12.00" text-anchor="end">
|
||||
<text><tspan font-family="Helvetica" >PDF</tspan></text>
|
||||
</g>
|
||||
</g>
|
||||
<g fill="none" color="black" stroke="currentColor" stroke-width="1.00" stroke-linecap="butt" stroke-linejoin="miter">
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||||
<g stroke='none' shape-rendering='crispEdges'>
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||||
<polygon fill = 'rgb( 31, 120, 180)' fill-opacity = '0.250000' points = '1195.48,76.51 1238.04,76.51 1238.04,67.51 1195.48,67.51 '/>
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<polygon fill = 'rgb( 31, 120, 180)' fill-opacity = '0.250000' points = '250.20,190.03 250.60,190.00 251.00,189.98 251.40,189.95 251.80,189.91 252.20,189.87 252.61,189.83 253.01,189.78 253.41,189.72 253.81,189.66 254.21,189.58 254.61,189.50 255.01,189.41 255.41,189.32 255.81,189.21 256.21,189.08
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||||
256.61,188.95 257.01,188.80 257.42,188.64 257.82,188.46 258.22,188.26 258.62,188.05 259.02,187.82 259.42,187.57 259.82,187.30 260.22,187.01 260.62,186.69 261.02,186.36 261.42,186.00 261.83,185.62 262.23,185.21 262.63,184.78
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||||
263.03,184.32 263.43,183.85 263.83,183.34 264.23,182.82 264.63,182.27 265.03,181.70 265.43,181.10 265.83,180.49 266.23,179.86 266.64,179.22 267.04,178.56 267.44,177.88 267.84,177.20 268.24,176.51 268.64,175.81 269.04,175.12
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||||
269.44,174.42 269.84,173.73 270.24,173.05 270.64,172.37 271.04,171.71 271.45,171.07 271.85,170.45 272.25,169.86 272.65,169.29 273.05,168.76 273.45,168.26 273.85,167.79 274.25,167.37 274.65,166.99 275.05,166.65 275.45,166.36
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||||
275.86,166.12 276.26,165.93 276.66,165.79 277.06,165.70 277.46,165.66 277.86,165.67 278.26,165.74 278.66,165.86 279.06,166.03 279.46,166.24 279.86,166.51 280.26,166.81 280.67,167.17 281.07,167.56 281.47,167.99 281.87,168.46
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||||
282.27,168.95 282.67,169.48 283.07,170.04 283.47,170.61 283.87,171.21 284.27,171.82 284.67,172.45 285.08,173.08 285.48,173.73 285.88,174.37 286.28,175.02 286.68,175.67 287.08,176.31 287.48,176.94 287.88,177.56 288.28,178.18
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||||
288.68,178.78 289.08,179.36 289.48,179.93 289.89,180.48 290.29,181.02 290.69,181.53 291.09,182.02 291.49,182.49 291.89,182.94 292.29,183.37 292.69,183.78 293.09,184.17 293.49,184.53 293.89,184.88 294.29,185.20 294.70,185.51
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||||
295.10,185.79 295.50,186.05 295.90,186.30 296.30,186.53 296.70,186.74 297.10,186.94 297.50,187.12 297.90,187.29 298.30,187.45 298.70,187.59 299.11,187.72 299.51,187.84 299.91,187.95 300.31,188.04 300.71,188.13 301.11,188.22
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||||
301.51,188.29 301.91,188.36 302.31,188.42 302.71,188.48 303.11,188.53 303.51,188.57 303.92,188.62 304.32,188.66 304.72,188.69 305.12,188.73 305.52,188.76 305.92,188.79 306.32,188.82 306.72,188.84 307.12,188.87 307.52,188.89
|
||||
307.92,188.92 308.32,188.94 308.73,188.97 309.13,188.99 309.53,189.01 309.93,189.04 310.33,189.06 310.73,189.09 311.13,189.11 311.53,189.14 311.93,189.17 312.33,189.19 312.73,189.22 313.14,189.25 313.54,189.28 313.94,189.30
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||||
314.34,189.33 314.74,189.36 315.14,189.39 315.54,189.42 315.94,189.44 316.34,189.47 316.74,189.50 317.14,189.53 317.54,189.55 317.95,189.58 318.35,189.60 318.75,189.63 319.15,189.65 319.55,189.67 319.95,189.69 320.35,189.71
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||||
320.75,189.73 321.15,189.75 321.55,189.76 321.95,189.78 322.36,189.79 322.76,189.80 323.16,189.82 323.56,189.82 323.96,189.83 324.36,189.84 324.76,189.84 325.16,189.85 325.56,189.85 325.96,189.85 326.36,189.85 326.76,189.84
|
||||
327.17,189.84 327.57,189.84 327.97,189.83 328.37,189.82 328.77,189.82 329.17,189.81 329.57,189.80 329.97,189.79 330.37,189.78 330.77,189.77 331.17,189.75 331.57,189.74 331.98,189.73 332.38,189.72 332.78,189.71 333.18,189.69
|
||||
333.58,189.68 333.98,189.67 334.38,189.66 334.78,189.65 335.18,189.64 335.58,189.63 335.98,189.63 336.39,189.62 336.79,189.61 337.19,189.61 337.59,189.61 337.99,189.60 338.39,189.60 338.79,189.60 339.19,189.60 339.59,189.61
|
||||
339.99,189.61 340.39,189.61 340.79,189.62 341.20,189.63 341.60,189.63 342.00,189.64 342.40,189.65 342.80,189.66 343.20,189.67 343.60,189.69 344.00,189.70 344.40,189.71 344.80,189.72 345.20,189.74 345.60,189.75 346.01,189.76
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||||
346.41,189.78 346.81,189.79 347.21,189.80 347.61,189.82 348.01,189.83 348.41,189.84 348.81,189.86 349.21,189.87 349.61,189.88 350.01,189.89 350.42,189.90 350.82,189.91 351.22,189.91 351.62,189.92 352.02,189.93 352.42,189.93
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||||
352.82,189.94 353.22,189.94 353.62,189.94 354.02,189.95 354.42,189.95 354.82,189.95 355.23,189.95 355.63,189.95 356.03,189.95 356.43,189.95 356.83,189.94 357.23,189.94 357.63,189.94 358.03,189.93 358.43,189.93 358.83,189.93
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359.23,189.92 359.64,189.92 360.04,189.91 360.44,189.91 360.84,189.91 361.24,189.90 361.64,189.90 362.04,189.89 362.44,189.89 362.84,189.89 363.24,189.89 363.64,189.88 364.04,189.88 364.45,189.88 364.85,189.88 365.25,189.88
|
||||
365.65,189.88 366.05,189.89 366.45,189.89 366.85,189.89 367.25,189.89 367.65,189.90 368.05,189.90 368.45,189.91 368.85,189.91 369.26,189.92 369.66,189.92 370.06,189.93 370.46,189.94 370.86,189.94 371.26,189.95 371.66,189.96
|
||||
372.06,189.97 372.46,189.97 372.86,189.98 373.26,189.99 373.67,190.00 374.07,190.01 374.47,190.02 374.87,190.02 375.27,190.03 375.67,190.04 376.07,190.05 376.47,190.05 376.87,190.06 377.27,190.07 377.67,190.08 378.07,190.08
|
||||
378.48,190.09 378.88,190.09 379.28,190.10 379.68,190.10 380.08,190.11 380.48,190.11 380.88,190.12 381.28,190.12 381.68,190.13 382.08,190.13 382.48,190.13 382.88,190.14 383.29,190.14 383.69,190.14 384.09,190.15 384.49,190.15
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||||
384.89,190.15 385.29,190.15 385.69,190.15 386.09,190.16 386.49,190.16 386.89,190.16 387.29,190.16 387.70,190.16 388.10,190.16 388.50,190.16 388.90,190.16 389.30,190.16 389.70,190.16 390.10,190.16 390.50,190.17 390.90,190.17
|
||||
391.30,190.17 391.70,190.17 392.10,190.17 392.51,190.17 392.91,190.17 393.31,190.17 393.71,190.17 394.11,190.17 394.51,190.17 394.91,190.17 395.31,190.17 395.71,190.17 396.11,190.17 396.51,190.17 396.92,190.17 397.32,190.17
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||||
397.72,190.17 398.12,190.17 398.52,190.17 398.92,190.17 399.32,190.17 399.72,190.17 400.12,190.17 400.52,190.16 400.92,190.16 401.32,190.16 401.73,190.16 402.13,190.16 402.53,190.16 402.93,190.16 403.33,190.16 403.73,190.16
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||||
404.13,190.16 404.53,190.15 404.93,190.15 405.33,190.15 405.73,190.15 406.13,190.15 406.54,190.14 406.94,190.14 407.34,190.14 407.74,190.14 408.14,190.13 408.54,190.13 408.94,190.13 409.34,190.12 409.74,190.12 410.14,190.11
|
||||
410.54,190.11 410.95,190.10 411.35,190.10 411.75,190.09 412.15,190.08 412.55,190.08 412.95,190.07 413.35,190.06 413.75,190.06 414.15,190.05 414.55,190.04 414.95,190.03 415.35,190.03 415.76,190.02 416.16,190.01 416.56,190.00
|
||||
416.96,189.99 417.36,189.99 417.76,189.98 418.16,189.97 418.56,189.96 418.96,189.95 419.36,189.95 419.76,189.94 420.16,189.93 420.57,189.93 420.97,189.92 421.37,189.91 421.77,189.91 422.17,189.90 422.57,189.90 422.97,189.90
|
||||
423.37,189.89 423.77,189.89 424.17,189.89 424.57,189.89 424.98,189.89 425.38,189.89 425.78,189.89 426.18,189.89 426.58,189.89 426.98,189.89 427.38,189.90 427.78,189.90 428.18,189.90 428.58,189.91 428.98,189.91 429.38,189.92
|
||||
429.79,189.93 430.19,189.93 430.59,189.94 430.99,189.95 431.39,189.96 431.79,189.96 432.19,189.97 432.59,189.98 432.99,189.99 433.39,190.00 433.79,190.00 434.19,190.01 434.60,190.02 435.00,190.03 435.40,190.04 435.80,190.04
|
||||
436.20,190.05 436.60,190.06 437.00,190.07 437.40,190.07 437.80,190.08 438.20,190.09 438.60,190.09 439.01,190.10 439.41,190.10 439.81,190.11 440.21,190.11 440.61,190.12 441.01,190.12 441.41,190.13 441.81,190.13 442.21,190.13
|
||||
442.61,190.14 443.01,190.14 443.41,190.14 443.82,190.15 444.22,190.15 444.62,190.15 445.02,190.15 445.42,190.15 445.82,190.16 446.22,190.16 446.62,190.16 447.02,190.16 447.42,190.16 447.82,190.16 448.23,190.16 448.63,190.16
|
||||
449.03,190.16 449.43,190.16 449.83,190.16 450.23,190.17 450.23,190.17 449.83,190.17 449.43,190.17 449.03,190.17 448.63,190.17 448.23,190.17 447.82,190.18 447.42,190.18 447.02,190.18 446.62,190.18 446.22,190.18 445.82,190.18
|
||||
445.42,190.18 445.02,190.19 444.62,190.19 444.22,190.19 443.82,190.19 443.41,190.19 443.01,190.20 442.61,190.20 442.21,190.20 441.81,190.21 441.41,190.21 441.01,190.21 440.61,190.22 440.21,190.22 439.81,190.23 439.41,190.23
|
||||
439.01,190.24 438.60,190.25 438.20,190.25 437.80,190.26 437.40,190.26 437.00,190.27 436.60,190.28 436.20,190.29 435.80,190.29 435.40,190.30 435.00,190.31 434.60,190.32 434.19,190.33 433.79,190.33 433.39,190.34 432.99,190.35
|
||||
432.59,190.36 432.19,190.37 431.79,190.37 431.39,190.38 430.99,190.39 430.59,190.40 430.19,190.40 429.79,190.41 429.38,190.42 428.98,190.42 428.58,190.43 428.18,190.43 427.78,190.44 427.38,190.44 426.98,190.44 426.58,190.45
|
||||
426.18,190.45 425.78,190.45 425.38,190.45 424.98,190.45 424.57,190.45 424.17,190.45 423.77,190.45 423.37,190.44 422.97,190.44 422.57,190.44 422.17,190.43 421.77,190.43 421.37,190.42 420.97,190.42 420.57,190.41 420.16,190.40
|
||||
419.76,190.40 419.36,190.39 418.96,190.38 418.56,190.38 418.16,190.37 417.76,190.36 417.36,190.35 416.96,190.34 416.56,190.33 416.16,190.33 415.76,190.32 415.35,190.31 414.95,190.30 414.55,190.29 414.15,190.29 413.75,190.28
|
||||
413.35,190.27 412.95,190.27 412.55,190.26 412.15,190.25 411.75,190.25 411.35,190.24 410.95,190.24 410.54,190.23 410.14,190.22 409.74,190.22 409.34,190.22 408.94,190.21 408.54,190.21 408.14,190.20 407.74,190.20 407.34,190.20
|
||||
406.94,190.19 406.54,190.19 406.13,190.19 405.73,190.19 405.33,190.19 404.93,190.18 404.53,190.18 404.13,190.18 403.73,190.18 403.33,190.18 402.93,190.18 402.53,190.18 402.13,190.17 401.73,190.17 401.32,190.17 400.92,190.17
|
||||
400.52,190.17 400.12,190.17 399.72,190.17 399.32,190.17 398.92,190.17 398.52,190.17 398.12,190.17 397.72,190.17 397.32,190.17 396.92,190.17 396.51,190.17 396.11,190.17 395.71,190.17 395.31,190.17 394.91,190.17 394.51,190.17
|
||||
394.11,190.17 393.71,190.17 393.31,190.17 392.91,190.17 392.51,190.17 392.10,190.17 391.70,190.17 391.30,190.17 390.90,190.17 390.50,190.17 390.10,190.17 389.70,190.17 389.30,190.17 388.90,190.17 388.50,190.17 388.10,190.18
|
||||
387.70,190.18 387.29,190.18 386.89,190.18 386.49,190.18 386.09,190.18 385.69,190.18 385.29,190.18 384.89,190.19 384.49,190.19 384.09,190.19 383.69,190.19 383.29,190.20 382.88,190.20 382.48,190.20 382.08,190.21 381.68,190.21
|
||||
381.28,190.21 380.88,190.22 380.48,190.22 380.08,190.23 379.68,190.23 379.28,190.24 378.88,190.24 378.48,190.25 378.07,190.26 377.67,190.26 377.27,190.27 376.87,190.28 376.47,190.28 376.07,190.29 375.67,190.30 375.27,190.31
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1050.90,81.81 1050.44,81.81 1049.99,81.80 1049.53,81.79 1049.07,81.78 1048.62,81.78 1048.16,81.77 1047.71,81.76 1047.25,81.75 1046.79,81.74 1046.34,81.74 1045.88,81.73 1045.43,81.72 1044.97,81.71 1044.51,81.71 1044.06,81.70
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1043.60,81.69 1043.14,81.69 1042.69,81.68 1042.23,81.67 1041.78,81.67 1041.32,81.66 1040.86,81.66 1040.41,81.65 1039.95,81.65 1039.50,81.64 1039.04,81.64 1038.58,81.64 1038.13,81.63 1037.67,81.63 1037.22,81.63 1036.76,81.62
|
||||
1036.30,81.62 1035.85,81.62 1035.39,81.61 1034.94,81.61 1034.48,81.61 1034.02,81.60 1033.57,81.60 1033.11,81.60 1032.66,81.59 1032.20,81.59 1031.74,81.59 1031.29,81.58 1030.83,81.58 1030.37,81.58 1029.92,81.57 1029.46,81.57
|
||||
1029.01,81.56 1028.55,81.56 1028.09,81.55 1027.64,81.55 1027.18,81.54 1026.73,81.54 1026.27,81.53 1025.81,81.53 1025.36,81.52 1024.90,81.51 1024.45,81.51 1023.99,81.50 1023.53,81.49 1023.08,81.49 1022.62,81.48 1022.17,81.47
|
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1021.71,81.47 1021.25,81.46 1020.80,81.45 1020.34,81.44 1019.89,81.44 1019.43,81.43 1018.97,81.42 1018.52,81.41 1018.06,81.41 1017.60,81.40 1017.15,81.39 1016.69,81.39 1016.24,81.38 1015.78,81.37 1015.32,81.37 1014.87,81.36
|
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1014.41,81.36 1013.96,81.35 1013.50,81.35 1013.04,81.34 1012.59,81.34 1012.13,81.33 1011.68,81.33 1011.22,81.32 1010.76,81.32 1010.31,81.32 1009.85,81.31 1009.40,81.31 1008.94,81.31 1008.48,81.31 1008.03,81.31 1007.57,81.30
|
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1007.12,81.30 1006.66,81.30 1006.20,81.30 1005.75,81.30 1005.29,81.30 1004.83,81.30 1004.38,81.31 1003.92,81.31 1003.47,81.31 1003.01,81.31 1002.55,81.31 1002.10,81.32 1001.64,81.32 1001.19,81.32 1000.73,81.33 1000.27,81.33
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999.82,81.34 999.36,81.34 998.91,81.35 998.45,81.35 997.99,81.36 997.54,81.36 997.08,81.37 996.63,81.37 996.17,81.38 995.71,81.39 995.26,81.40 994.80,81.40 994.35,81.41 993.89,81.42 993.43,81.43 992.98,81.43
|
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992.52,81.44 992.06,81.45 991.61,81.46 991.15,81.47 990.70,81.47 990.24,81.48 989.78,81.49 989.33,81.50 988.87,81.51 988.42,81.52 987.96,81.52 987.50,81.53 987.05,81.54 986.59,81.55 986.14,81.56 985.68,81.56
|
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985.22,81.57 984.77,81.58 984.31,81.59 983.86,81.60 983.40,81.60 982.94,81.61 982.49,81.62 982.03,81.63 981.58,81.63 981.12,81.64 980.66,81.65 980.21,81.66 979.75,81.67 979.29,81.67 978.84,81.68 978.38,81.69
|
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977.93,81.70 977.47,81.71 977.01,81.72 976.56,81.73 976.10,81.73 975.65,81.74 975.19,81.75 974.73,81.76 974.28,81.78 973.82,81.79 973.37,81.80 972.91,81.81 972.45,81.82 972.00,81.84 971.54,81.85 971.09,81.86
|
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970.63,81.88 970.17,81.89 969.72,81.91 969.26,81.92 968.81,81.94 968.35,81.96 967.89,81.97 967.44,81.99 966.98,82.01 966.52,82.03 966.07,82.05 965.61,82.07 965.16,82.09 964.70,82.11 964.24,82.13 963.79,82.15
|
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963.33,82.17 962.88,82.19 962.42,82.21 961.96,82.23 961.51,82.25 961.05,82.27 960.60,82.29 960.14,82.31 959.68,82.33 959.23,82.34 958.77,82.36 958.32,82.38 957.86,82.40 957.40,82.42 956.95,82.44 956.49,82.45
|
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956.04,82.47 955.58,82.49 955.12,82.50 954.67,82.52 954.21,82.53 953.75,82.55 953.30,82.56 952.84,82.58 952.39,82.59 951.93,82.61 951.47,82.62 951.02,82.64 950.56,82.66 950.11,82.67 949.65,82.69 949.19,82.71
|
||||
948.74,82.72 948.28,82.74 947.83,82.76 947.37,82.78 946.91,82.80 946.46,82.83 946.00,82.85 945.55,82.88 945.09,82.91 944.63,82.94 944.18,82.97 943.72,83.01 943.26,83.05 942.81,83.09 942.35,83.14 941.90,83.19
|
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941.44,83.24 940.98,83.29 940.53,83.35 940.07,83.42 939.62,83.49 939.16,83.56 938.70,83.64 938.25,83.72 937.79,83.81 937.34,83.91 936.88,84.01 936.42,84.12 935.97,84.23 935.51,84.35 935.06,84.48 934.60,84.62
|
||||
934.14,84.76 933.69,84.91 933.23,85.07 932.78,85.24 932.32,85.41 931.86,85.60 931.41,85.80 930.95,86.00 930.49,86.22 930.04,86.44 929.58,86.68 929.13,86.93 928.67,87.19 928.21,87.46 927.76,87.74 927.30,88.04
|
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926.85,88.34 926.39,88.66 925.93,88.99 925.48,89.33 925.02,89.69 924.57,90.05 924.11,90.43 923.65,90.82 923.20,91.22 922.74,91.63 922.29,92.05 921.83,92.49 921.37,92.93 920.92,93.38 920.46,93.84 920.01,94.31
|
||||
919.55,94.79 919.09,95.27 918.64,95.75 918.18,96.24 917.72,96.74 917.27,97.23 916.81,97.73 916.36,98.22 915.90,98.71 915.44,99.20 914.99,99.68 914.53,100.15 914.08,100.62 913.62,101.07 913.16,101.51 912.71,101.94
|
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912.25,102.36 911.80,102.75 911.34,103.13 910.88,103.49 910.43,103.83 909.97,104.14 909.52,104.43 909.06,104.70 908.60,104.93 908.15,105.14 907.69,105.32 907.24,105.47 906.78,105.59 906.32,105.67 905.87,105.73 905.41,105.75
|
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904.95,105.74 904.50,105.69 904.04,105.62 903.59,105.51 903.13,105.36 902.67,105.19 902.22,104.98 901.76,104.74 901.31,104.48 900.85,104.18 900.39,103.85 899.94,103.50 899.48,103.12 899.03,102.72 898.57,102.30 898.11,101.85
|
||||
897.66,101.39 897.20,100.90 896.75,100.41 896.29,99.89 895.83,99.37 895.38,98.83 894.92,98.29 894.47,97.73 894.01,97.18 893.55,96.62 893.10,96.05 892.64,95.49 892.18,94.93 891.73,94.37 891.27,93.81 890.82,93.26
|
||||
890.36,92.72 889.90,92.19 889.45,91.66 888.99,91.15 888.54,90.65 888.08,90.16 887.62,89.68 887.17,89.22 886.71,88.77 886.26,88.33 885.80,87.92 885.34,87.51 884.89,87.12 884.43,86.75 883.98,86.39 883.52,86.05
|
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883.06,85.73 882.61,85.42 882.15,85.13 881.70,84.85 881.24,84.59 880.78,84.34 880.33,84.10 879.87,83.88 879.41,83.67 878.96,83.48 878.50,83.30 878.05,83.13 877.59,82.97 877.13,82.82 876.68,82.68 876.22,82.56
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875.77,82.44 875.31,82.33 874.85,82.23 874.40,82.14 873.94,82.05 873.49,81.97 873.03,81.90 872.57,81.84 872.12,81.78 871.66,81.72 871.21,81.67 870.75,81.63 870.29,81.59 869.84,81.55 869.38,81.52 868.93,81.49
|
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868.47,81.46 868.01,81.43 867.56,81.41 867.10,81.39 866.64,81.38 866.19,81.36 865.73,81.35 865.28,81.33 '/>
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<text><tspan font-family="Helvetica" >PP calc: Violin plot</tspan></text>
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|
Before Width: | Height: | Size: 54 KiB |
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Star Inaccuracy
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0.5%
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1%
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1.5%
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2%
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Before Width: | Height: | Size: 9.1 KiB |
Reference in New Issue
Block a user