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SIMD-accelerated blend modes

Project description

SIMD Blend Modes

This project reimplements the blend modes from blend_modes with C kernels and SIMD (SSE4.2/AVX2) acceleration. It supports uint8 and float32 NumPy inputs in the range 0..255 and returns output dtype/channel count matching the background image. Missing alpha channels are treated as fully opaque (255). Opacity defaults to 1.0.

This is mostly intended to be a mostly drop-in replacement, but with a more permissive API that allows you to go faster if you don't need FP32 arrays or the information of an Alpha channel for some layers.

Build and Install

General

pip install simd-blend-modes

Development

pip install -r requirements-dev.txt
pip install -e .

Usage

import numpy as np
import simd_blend_modes as sbm

background = np.zeros((512, 512, 4), dtype=np.uint8)
foreground = np.zeros((512, 512, 4), dtype=np.uint8)

out = sbm.screen(background, foreground, 0.5)

Inputs:

  • Dtypes: np.uint8 or np.float32 only.
  • Value range: 0..255 for both dtypes.
    • This expects float32 inputs to be cast from uint8, not normalized as well.
  • Shapes: H x W x C with C = 3 (RGB) or 4 (RGBA).
  • Output: dtype and channel count match the background image.
  • Alpha: if a source is RGB (3 channels), alpha is treated as 255 (fully opaque).
  • Opacity: the third argument is optional; defaults to 1.0.

Supported blend modes:

You can force a kernel by passing a string (or KernelKind value):

out = sbm.screen(background, foreground, 0.5, "avx2")

Tests

Correctness and performance:

python3 -m unittest discover tests/

Performance:

python3 -m unittest tests.test_performance

The performance test prints a markdown table of per-kernel speedups vs the NumPy reference for common square sizes and screen resolutions.

ARM

ARM isn't properly supported as I do not have a new enough ARM CPU to test on. Nor do I wish to use a cloud VM to test it. So, if you want ARM support, open a PR. It should build and be faster, but there's no SIMD support there (yet).

ARM builds run in scalar-only mode (x86 SIMD is compile-time gated). To test ARM under Docker, enable emulation and then build with the ARM platform.

If you don't already have buildx/binfmt configured, run:

docker run --privileged --rm tonistiigi/binfmt --install arm64

Then build or run the ARM container:

docker compose up --build

This is incredibly slow. I wouldn't actually do this, but it's here.

Notes

  • SIMD kernels are selected at runtime: AVX2 → SSE4.2 → scalar.
  • ARM builds are supported in scalar-only mode; x86 SIMD is compile-time gated. CI does not emit ARM artifacts.
  • Reference tests adapted from the original project live in tests/reference_blend_modes_tests.py and are skipped unless the blend_modes package and test assets are available.
  • The SIMD paths currently assume contiguous arrays (the input validation enforces this).

Performance

Mode Kernel Ref (s) Kernel (s) Speedup Percent Change
normal scalar 0.192243 0.042739 4.50x -77.77%
normal sse42 0.192243 0.021129 9.10x -89.01%
normal avx2 0.192243 0.020708 9.28x -89.23%
soft_light scalar 0.261741 0.052995 4.94x -79.75%
soft_light sse42 0.261741 0.022875 11.44x -91.26%
soft_light avx2 0.261741 0.021854 11.98x -91.65%
lighten_only scalar 0.191711 0.060322 3.18x -68.54%
lighten_only sse42 0.191711 0.021988 8.72x -88.53%
lighten_only avx2 0.191711 0.021439 8.94x -88.82%
screen scalar 0.204561 0.051933 3.94x -74.61%
screen sse42 0.204561 0.022339 9.16x -89.08%
screen avx2 0.204561 0.021674 9.44x -89.40%
dodge scalar 0.207655 0.054406 3.82x -73.80%
dodge sse42 0.207655 0.023557 8.81x -88.66%
dodge avx2 0.207655 0.022258 9.33x -89.28%
addition scalar 0.198924 0.079281 2.51x -60.14%
addition sse42 0.198924 0.023308 8.53x -88.28%
addition avx2 0.198924 0.021902 9.08x -88.99%
darken_only scalar 0.194581 0.060552 3.21x -68.88%
darken_only sse42 0.194581 0.021845 8.91x -88.77%
darken_only avx2 0.194581 0.021407 9.09x -89.00%
multiply scalar 0.197827 0.052015 3.80x -73.71%
multiply sse42 0.197827 0.021864 9.05x -88.95%
multiply avx2 0.197827 0.021629 9.15x -89.07%
hard_light scalar 0.292409 0.095780 3.05x -67.24%
hard_light sse42 0.292409 0.023224 12.59x -92.06%
hard_light avx2 0.292409 0.021757 13.44x -92.56%
difference scalar 0.264410 0.051512 5.13x -80.52%
difference sse42 0.264410 0.022023 12.01x -91.67%
difference avx2 0.264410 0.021347 12.39x -91.93%
subtract scalar 0.197403 0.053788 3.67x -72.75%
subtract sse42 0.197403 0.023078 8.55x -88.31%
subtract avx2 0.197403 0.021952 8.99x -88.88%
grain_extract scalar 0.203771 0.065976 3.09x -67.62%
grain_extract sse42 0.203771 0.022499 9.06x -88.96%
grain_extract avx2 0.203771 0.021948 9.28x -89.23%
grain_merge scalar 0.205503 0.065955 3.12x -67.91%
grain_merge sse42 0.205503 0.022592 9.10x -89.01%
grain_merge avx2 0.205503 0.021681 9.48x -89.45%
divide scalar 0.205822 0.053855 3.82x -73.83%
divide sse42 0.205822 0.022871 9.00x -88.89%
divide avx2 0.205822 0.021766 9.46x -89.42%
overlay scalar 0.272738 0.096961 2.81x -64.45%
overlay sse42 0.272738 0.023370 11.67x -91.43%
overlay avx2 0.272738 0.022250 12.26x -91.84%
Per-kernel, size, and type results
Case Input Channels Mode Kernel Ref (s) Kernel (s) Speedup Percent Change
256x256 uint8 3 normal scalar 0.007108 0.001688 4.21x -76.25%
256x256 uint8 3 normal sse42 0.007108 0.001553 4.58x -78.15%
256x256 uint8 3 normal avx2 0.007108 0.001583 4.49x -77.73%
256x256 uint8 3 soft_light scalar 0.009376 0.002292 4.09x -75.56%
256x256 uint8 3 soft_light sse42 0.009376 0.001571 5.97x -83.24%
256x256 uint8 3 soft_light avx2 0.009376 0.001646 5.70x -82.45%
256x256 uint8 3 lighten_only scalar 0.007921 0.002284 3.47x -71.17%
256x256 uint8 3 lighten_only sse42 0.007921 0.001618 4.90x -79.58%
256x256 uint8 3 lighten_only avx2 0.007921 0.001572 5.04x -80.15%
256x256 uint8 3 screen scalar 0.007962 0.001934 4.12x -75.71%
256x256 uint8 3 screen sse42 0.007962 0.001498 5.31x -81.18%
256x256 uint8 3 screen avx2 0.007962 0.001494 5.33x -81.23%
256x256 uint8 3 dodge scalar 0.007498 0.002018 3.72x -73.08%
256x256 uint8 3 dodge sse42 0.007498 0.001571 4.77x -79.05%
256x256 uint8 3 dodge avx2 0.007498 0.001615 4.64x -78.46%
256x256 uint8 3 addition scalar 0.007312 0.002702 2.71x -63.05%
256x256 uint8 3 addition sse42 0.007312 0.001487 4.92x -79.66%
256x256 uint8 3 addition avx2 0.007312 0.001631 4.48x -77.70%
256x256 uint8 3 darken_only scalar 0.007769 0.002214 3.51x -71.50%
256x256 uint8 3 darken_only sse42 0.007769 0.001576 4.93x -79.72%
256x256 uint8 3 darken_only avx2 0.007769 0.001555 5.00x -79.98%
256x256 uint8 3 multiply scalar 0.007448 0.001982 3.76x -73.39%
256x256 uint8 3 multiply sse42 0.007448 0.001522 4.89x -79.56%
256x256 uint8 3 multiply avx2 0.007448 0.001593 4.68x -78.61%
256x256 uint8 3 hard_light scalar 0.009009 0.003205 2.81x -64.43%
256x256 uint8 3 hard_light sse42 0.009009 0.001794 5.02x -80.09%
256x256 uint8 3 hard_light avx2 0.009009 0.001821 4.95x -79.78%
256x256 uint8 3 difference scalar 0.009156 0.001866 4.91x -79.62%
256x256 uint8 3 difference sse42 0.009156 0.001459 6.28x -84.07%
256x256 uint8 3 difference avx2 0.009156 0.001502 6.10x -83.60%
256x256 uint8 3 subtract scalar 0.006990 0.001797 3.89x -74.29%
256x256 uint8 3 subtract sse42 0.006990 0.001486 4.70x -78.74%
256x256 uint8 3 subtract avx2 0.006990 0.001575 4.44x -77.47%
256x256 uint8 3 grain_extract scalar 0.007230 0.002268 3.19x -68.64%
256x256 uint8 3 grain_extract sse42 0.007230 0.001502 4.81x -79.23%
256x256 uint8 3 grain_extract avx2 0.007230 0.001503 4.81x -79.21%
256x256 uint8 3 grain_merge scalar 0.007345 0.002268 3.24x -69.12%
256x256 uint8 3 grain_merge sse42 0.007345 0.001453 5.05x -80.21%
256x256 uint8 3 grain_merge avx2 0.007345 0.001518 4.84x -79.33%
256x256 uint8 3 divide scalar 0.007311 0.001955 3.74x -73.26%
256x256 uint8 3 divide sse42 0.007311 0.001492 4.90x -79.59%
256x256 uint8 3 divide avx2 0.007311 0.001489 4.91x -79.64%
256x256 uint8 3 overlay scalar 0.008463 0.003076 2.75x -63.65%
256x256 uint8 3 overlay sse42 0.008463 0.001487 5.69x -82.43%
256x256 uint8 3 overlay avx2 0.008463 0.001536 5.51x -81.86%
256x256 uint8 4 normal scalar 0.003152 0.001409 2.24x -55.31%
256x256 uint8 4 normal sse42 0.003152 0.000186 16.98x -94.11%
256x256 uint8 4 normal avx2 0.003152 0.000169 18.61x -94.63%
256x256 uint8 4 soft_light scalar 0.006782 0.001820 3.73x -73.16%
256x256 uint8 4 soft_light sse42 0.006782 0.000216 31.45x -96.82%
256x256 uint8 4 soft_light avx2 0.006782 0.000189 35.96x -97.22%
256x256 uint8 4 lighten_only scalar 0.005349 0.002097 2.55x -60.80%
256x256 uint8 4 lighten_only sse42 0.005349 0.000199 26.90x -96.28%
256x256 uint8 4 lighten_only avx2 0.005349 0.000184 29.04x -96.56%
256x256 uint8 4 screen scalar 0.005630 0.001705 3.30x -69.72%
256x256 uint8 4 screen sse42 0.005630 0.000200 28.20x -96.45%
256x256 uint8 4 screen avx2 0.005630 0.000185 30.41x -96.71%
256x256 uint8 4 dodge scalar 0.005688 0.001835 3.10x -67.74%
256x256 uint8 4 dodge sse42 0.005688 0.000238 23.85x -95.81%
256x256 uint8 4 dodge avx2 0.005688 0.000190 29.99x -96.67%
256x256 uint8 4 addition scalar 0.005983 0.002078 2.88x -65.27%
256x256 uint8 4 addition sse42 0.005983 0.000260 22.99x -95.65%
256x256 uint8 4 addition avx2 0.005983 0.000193 31.06x -96.78%
256x256 uint8 4 darken_only scalar 0.005353 0.001976 2.71x -63.08%
256x256 uint8 4 darken_only sse42 0.005353 0.000199 26.91x -96.28%
256x256 uint8 4 darken_only avx2 0.005353 0.000186 28.72x -96.52%
256x256 uint8 4 multiply scalar 0.005582 0.001755 3.18x -68.57%
256x256 uint8 4 multiply sse42 0.005582 0.000201 27.80x -96.40%
256x256 uint8 4 multiply avx2 0.005582 0.000189 29.49x -96.61%
256x256 uint8 4 hard_light scalar 0.007508 0.002778 2.70x -63.00%
256x256 uint8 4 hard_light sse42 0.007508 0.000237 31.69x -96.84%
256x256 uint8 4 hard_light avx2 0.007508 0.000188 39.97x -97.50%
256x256 uint8 4 difference scalar 0.007302 0.001681 4.34x -76.97%
256x256 uint8 4 difference sse42 0.007302 0.000199 36.63x -97.27%
256x256 uint8 4 difference avx2 0.007302 0.000186 39.17x -97.45%
256x256 uint8 4 subtract scalar 0.005806 0.001692 3.43x -70.86%
256x256 uint8 4 subtract sse42 0.005806 0.000262 22.19x -95.49%
256x256 uint8 4 subtract avx2 0.005806 0.000194 29.95x -96.66%
256x256 uint8 4 grain_extract scalar 0.005391 0.001991 2.71x -63.07%
256x256 uint8 4 grain_extract sse42 0.005391 0.000207 26.09x -96.17%
256x256 uint8 4 grain_extract avx2 0.005391 0.000190 28.42x -96.48%
256x256 uint8 4 grain_merge scalar 0.005578 0.002008 2.78x -64.00%
256x256 uint8 4 grain_merge sse42 0.005578 0.000210 26.52x -96.23%
256x256 uint8 4 grain_merge avx2 0.005578 0.000187 29.88x -96.65%
256x256 uint8 4 divide scalar 0.005533 0.001799 3.08x -67.48%
256x256 uint8 4 divide sse42 0.005533 0.000209 26.42x -96.22%
256x256 uint8 4 divide avx2 0.005533 0.000185 29.85x -96.65%
256x256 uint8 4 overlay scalar 0.006833 0.002788 2.45x -59.20%
256x256 uint8 4 overlay sse42 0.006833 0.000227 30.07x -96.67%
256x256 uint8 4 overlay avx2 0.006833 0.000186 36.68x -97.27%
256x256 float32 3 normal scalar 0.005439 0.000510 10.67x -90.63%
256x256 float32 3 normal sse42 0.005439 0.000188 28.88x -96.54%
256x256 float32 3 normal avx2 0.005439 0.000143 37.91x -97.36%
256x256 float32 3 soft_light scalar 0.008393 0.000668 12.57x -92.04%
256x256 float32 3 soft_light sse42 0.008393 0.000244 34.41x -97.09%
256x256 float32 3 soft_light avx2 0.008393 0.000194 43.22x -97.69%
256x256 float32 3 lighten_only scalar 0.006995 0.000865 8.09x -87.64%
256x256 float32 3 lighten_only sse42 0.006995 0.000212 33.02x -96.97%
256x256 float32 3 lighten_only avx2 0.006995 0.000187 37.37x -97.32%
256x256 float32 3 screen scalar 0.007115 0.000673 10.57x -90.54%
256x256 float32 3 screen sse42 0.007115 0.000228 31.21x -96.80%
256x256 float32 3 screen avx2 0.007115 0.000190 37.46x -97.33%
256x256 float32 3 dodge scalar 0.007323 0.000724 10.12x -90.12%
256x256 float32 3 dodge sse42 0.007323 0.000258 28.39x -96.48%
256x256 float32 3 dodge avx2 0.007323 0.000193 37.87x -97.36%
256x256 float32 3 addition scalar 0.007148 0.001662 4.30x -76.75%
256x256 float32 3 addition sse42 0.007148 0.000236 30.25x -96.69%
256x256 float32 3 addition avx2 0.007148 0.000187 38.20x -97.38%
256x256 float32 3 darken_only scalar 0.006772 0.000855 7.92x -87.37%
256x256 float32 3 darken_only sse42 0.006772 0.000224 30.28x -96.70%
256x256 float32 3 darken_only avx2 0.006772 0.000180 37.60x -97.34%
256x256 float32 3 multiply scalar 0.006901 0.000658 10.50x -90.47%
256x256 float32 3 multiply sse42 0.006901 0.000212 32.51x -96.92%
256x256 float32 3 multiply avx2 0.006901 0.000179 38.45x -97.40%
256x256 float32 3 hard_light scalar 0.008630 0.001761 4.90x -79.60%
256x256 float32 3 hard_light sse42 0.008630 0.000249 34.66x -97.12%
256x256 float32 3 hard_light avx2 0.008630 0.000186 46.30x -97.84%
256x256 float32 3 difference scalar 0.008646 0.000670 12.90x -92.25%
256x256 float32 3 difference sse42 0.008646 0.000227 38.14x -97.38%
256x256 float32 3 difference avx2 0.008646 0.000184 46.91x -97.87%
256x256 float32 3 subtract scalar 0.007297 0.000742 9.84x -89.83%
256x256 float32 3 subtract sse42 0.007297 0.000242 30.21x -96.69%
256x256 float32 3 subtract avx2 0.007297 0.000190 38.42x -97.40%
256x256 float32 3 grain_extract scalar 0.007213 0.001060 6.81x -85.31%
256x256 float32 3 grain_extract sse42 0.007213 0.000241 29.94x -96.66%
256x256 float32 3 grain_extract avx2 0.007213 0.000182 39.55x -97.47%
256x256 float32 3 grain_merge scalar 0.007263 0.001065 6.82x -85.34%
256x256 float32 3 grain_merge sse42 0.007263 0.000233 31.12x -96.79%
256x256 float32 3 grain_merge avx2 0.007263 0.000184 39.53x -97.47%
256x256 float32 3 divide scalar 0.007165 0.000714 10.04x -90.04%
256x256 float32 3 divide sse42 0.007165 0.000241 29.69x -96.63%
256x256 float32 3 divide avx2 0.007165 0.000189 37.99x -97.37%
256x256 float32 3 overlay scalar 0.008686 0.001848 4.70x -78.73%
256x256 float32 3 overlay sse42 0.008686 0.000298 29.20x -96.57%
256x256 float32 3 overlay avx2 0.008686 0.000227 38.26x -97.39%
256x256 float32 4 normal scalar 0.004368 0.000620 7.05x -85.81%
256x256 float32 4 normal sse42 0.004368 0.000189 23.09x -95.67%
256x256 float32 4 normal avx2 0.004368 0.000160 27.36x -96.34%
256x256 float32 4 soft_light scalar 0.006872 0.000851 8.08x -87.62%
256x256 float32 4 soft_light sse42 0.006872 0.000244 28.18x -96.45%
256x256 float32 4 soft_light avx2 0.006872 0.000192 35.82x -97.21%
256x256 float32 4 lighten_only scalar 0.005506 0.001064 5.17x -80.67%
256x256 float32 4 lighten_only sse42 0.005506 0.000210 26.25x -96.19%
256x256 float32 4 lighten_only avx2 0.005506 0.000202 27.24x -96.33%
256x256 float32 4 screen scalar 0.005532 0.000868 6.37x -84.30%
256x256 float32 4 screen sse42 0.005532 0.000238 23.27x -95.70%
256x256 float32 4 screen avx2 0.005532 0.000184 30.05x -96.67%
256x256 float32 4 dodge scalar 0.005535 0.000900 6.15x -83.74%
256x256 float32 4 dodge sse42 0.005535 0.000241 22.96x -95.64%
256x256 float32 4 dodge avx2 0.005535 0.000192 28.81x -96.53%
256x256 float32 4 addition scalar 0.005783 0.001481 3.91x -74.39%
256x256 float32 4 addition sse42 0.005783 0.000224 25.86x -96.13%
256x256 float32 4 addition avx2 0.005783 0.000195 29.66x -96.63%
256x256 float32 4 darken_only scalar 0.005332 0.000970 5.49x -81.80%
256x256 float32 4 darken_only sse42 0.005332 0.000211 25.26x -96.04%
256x256 float32 4 darken_only avx2 0.005332 0.000185 28.80x -96.53%
256x256 float32 4 multiply scalar 0.005388 0.000812 6.64x -84.93%
256x256 float32 4 multiply sse42 0.005388 0.000214 25.15x -96.02%
256x256 float32 4 multiply avx2 0.005388 0.000201 26.74x -96.26%
256x256 float32 4 hard_light scalar 0.007311 0.001876 3.90x -74.34%
256x256 float32 4 hard_light sse42 0.007311 0.000244 29.96x -96.66%
256x256 float32 4 hard_light avx2 0.007311 0.000189 38.73x -97.42%
256x256 float32 4 difference scalar 0.007212 0.000803 8.98x -88.87%
256x256 float32 4 difference sse42 0.007212 0.000214 33.70x -97.03%
256x256 float32 4 difference avx2 0.007212 0.000187 38.61x -97.41%
256x256 float32 4 subtract scalar 0.005662 0.000972 5.83x -82.84%
256x256 float32 4 subtract sse42 0.005662 0.000240 23.57x -95.76%
256x256 float32 4 subtract avx2 0.005662 0.000196 28.85x -96.53%
256x256 float32 4 grain_extract scalar 0.005438 0.001171 4.64x -78.46%
256x256 float32 4 grain_extract sse42 0.005438 0.000248 21.90x -95.43%
256x256 float32 4 grain_extract avx2 0.005438 0.000188 28.96x -96.55%
256x256 float32 4 grain_merge scalar 0.005585 0.001166 4.79x -79.12%
256x256 float32 4 grain_merge sse42 0.005585 0.000235 23.76x -95.79%
256x256 float32 4 grain_merge avx2 0.005585 0.000187 29.84x -96.65%
256x256 float32 4 divide scalar 0.005667 0.000859 6.60x -84.84%
256x256 float32 4 divide sse42 0.005667 0.000237 23.88x -95.81%
256x256 float32 4 divide avx2 0.005667 0.000191 29.69x -96.63%
256x256 float32 4 overlay scalar 0.007093 0.001944 3.65x -72.59%
256x256 float32 4 overlay sse42 0.007093 0.000236 30.07x -96.67%
256x256 float32 4 overlay avx2 0.007093 0.000194 36.49x -97.26%
512x512 uint8 3 normal scalar 0.033359 0.006297 5.30x -81.12%
512x512 uint8 3 normal sse42 0.033359 0.005638 5.92x -83.10%
512x512 uint8 3 normal avx2 0.033359 0.005889 5.66x -82.35%
512x512 uint8 3 soft_light scalar 0.043766 0.007830 5.59x -82.11%
512x512 uint8 3 soft_light sse42 0.043766 0.006053 7.23x -86.17%
512x512 uint8 3 soft_light avx2 0.043766 0.006145 7.12x -85.96%
512x512 uint8 3 lighten_only scalar 0.037839 0.008159 4.64x -78.44%
512x512 uint8 3 lighten_only sse42 0.037839 0.005723 6.61x -84.87%
512x512 uint8 3 lighten_only avx2 0.037839 0.005925 6.39x -84.34%
512x512 uint8 3 screen scalar 0.038186 0.007425 5.14x -80.55%
512x512 uint8 3 screen sse42 0.038186 0.005837 6.54x -84.71%
512x512 uint8 3 screen avx2 0.038186 0.005923 6.45x -84.49%
512x512 uint8 3 dodge scalar 0.038749 0.008419 4.60x -78.27%
512x512 uint8 3 dodge sse42 0.038749 0.006376 6.08x -83.55%
512x512 uint8 3 dodge avx2 0.038749 0.006413 6.04x -83.45%
512x512 uint8 3 addition scalar 0.037859 0.010509 3.60x -72.24%
512x512 uint8 3 addition sse42 0.037859 0.006014 6.30x -84.12%
512x512 uint8 3 addition avx2 0.037859 0.006077 6.23x -83.95%
512x512 uint8 3 darken_only scalar 0.037748 0.008896 4.24x -76.43%
512x512 uint8 3 darken_only sse42 0.037748 0.005770 6.54x -84.72%
512x512 uint8 3 darken_only avx2 0.037748 0.006020 6.27x -84.05%
512x512 uint8 3 multiply scalar 0.038618 0.007539 5.12x -80.48%
512x512 uint8 3 multiply sse42 0.038618 0.005806 6.65x -84.96%
512x512 uint8 3 multiply avx2 0.038618 0.005931 6.51x -84.64%
512x512 uint8 3 hard_light scalar 0.046010 0.012373 3.72x -73.11%
512x512 uint8 3 hard_light sse42 0.046010 0.005952 7.73x -87.06%
512x512 uint8 3 hard_light avx2 0.046010 0.006052 7.60x -86.85%
512x512 uint8 3 difference scalar 0.043978 0.007391 5.95x -83.19%
512x512 uint8 3 difference sse42 0.043978 0.005726 7.68x -86.98%
512x512 uint8 3 difference avx2 0.043978 0.005899 7.45x -86.59%
512x512 uint8 3 subtract scalar 0.036430 0.007356 4.95x -79.81%
512x512 uint8 3 subtract sse42 0.036430 0.006014 6.06x -83.49%
512x512 uint8 3 subtract avx2 0.036430 0.007127 5.11x -80.44%
512x512 uint8 3 grain_extract scalar 0.039069 0.009180 4.26x -76.50%
512x512 uint8 3 grain_extract sse42 0.039069 0.006024 6.49x -84.58%
512x512 uint8 3 grain_extract avx2 0.039069 0.006143 6.36x -84.28%
512x512 uint8 3 grain_merge scalar 0.037754 0.009042 4.18x -76.05%
512x512 uint8 3 grain_merge sse42 0.037754 0.005836 6.47x -84.54%
512x512 uint8 3 grain_merge avx2 0.037754 0.005928 6.37x -84.30%
512x512 uint8 3 divide scalar 0.038241 0.007612 5.02x -80.09%
512x512 uint8 3 divide sse42 0.038241 0.005944 6.43x -84.46%
512x512 uint8 3 divide avx2 0.038241 0.006005 6.37x -84.30%
512x512 uint8 3 overlay scalar 0.044993 0.012341 3.65x -72.57%
512x512 uint8 3 overlay sse42 0.044993 0.005919 7.60x -86.85%
512x512 uint8 3 overlay avx2 0.044993 0.006035 7.46x -86.59%
512x512 uint8 4 normal scalar 0.023709 0.005681 4.17x -76.04%
512x512 uint8 4 normal sse42 0.023709 0.000731 32.42x -96.92%
512x512 uint8 4 normal avx2 0.023709 0.000652 36.36x -97.25%
512x512 uint8 4 soft_light scalar 0.035264 0.006966 5.06x -80.25%
512x512 uint8 4 soft_light sse42 0.035264 0.000862 40.90x -97.56%
512x512 uint8 4 soft_light avx2 0.035264 0.000735 48.00x -97.92%
512x512 uint8 4 lighten_only scalar 0.028031 0.007902 3.55x -71.81%
512x512 uint8 4 lighten_only sse42 0.028031 0.000778 36.01x -97.22%
512x512 uint8 4 lighten_only avx2 0.028031 0.000731 38.35x -97.39%
512x512 uint8 4 screen scalar 0.028746 0.006771 4.25x -76.44%
512x512 uint8 4 screen sse42 0.028746 0.000798 36.03x -97.22%
512x512 uint8 4 screen avx2 0.028746 0.000733 39.20x -97.45%
512x512 uint8 4 dodge scalar 0.028662 0.006949 4.12x -75.76%
512x512 uint8 4 dodge sse42 0.028662 0.000945 30.33x -96.70%
512x512 uint8 4 dodge avx2 0.028662 0.000737 38.88x -97.43%
512x512 uint8 4 addition scalar 0.029055 0.008968 3.24x -69.14%
512x512 uint8 4 addition sse42 0.029055 0.001065 27.28x -96.33%
512x512 uint8 4 addition avx2 0.029055 0.000770 37.72x -97.35%
512x512 uint8 4 darken_only scalar 0.028850 0.008041 3.59x -72.13%
512x512 uint8 4 darken_only sse42 0.028850 0.000778 37.09x -97.30%
512x512 uint8 4 darken_only avx2 0.028850 0.000746 38.67x -97.41%
512x512 uint8 4 multiply scalar 0.028718 0.006883 4.17x -76.03%
512x512 uint8 4 multiply sse42 0.028718 0.000783 36.67x -97.27%
512x512 uint8 4 multiply avx2 0.028718 0.000735 39.06x -97.44%
512x512 uint8 4 hard_light scalar 0.036795 0.011369 3.24x -69.10%
512x512 uint8 4 hard_light sse42 0.036795 0.000967 38.07x -97.37%
512x512 uint8 4 hard_light avx2 0.036795 0.000749 49.11x -97.96%
512x512 uint8 4 difference scalar 0.036552 0.007203 5.07x -80.29%
512x512 uint8 4 difference sse42 0.036552 0.000833 43.90x -97.72%
512x512 uint8 4 difference avx2 0.036552 0.000777 47.07x -97.88%
512x512 uint8 4 subtract scalar 0.029491 0.006928 4.26x -76.51%
512x512 uint8 4 subtract sse42 0.029491 0.001048 28.15x -96.45%
512x512 uint8 4 subtract avx2 0.029491 0.000792 37.25x -97.32%
512x512 uint8 4 grain_extract scalar 0.030051 0.008107 3.71x -73.02%
512x512 uint8 4 grain_extract sse42 0.030051 0.000829 36.25x -97.24%
512x512 uint8 4 grain_extract avx2 0.030051 0.000756 39.78x -97.49%
512x512 uint8 4 grain_merge scalar 0.030974 0.008555 3.62x -72.38%
512x512 uint8 4 grain_merge sse42 0.030974 0.000885 35.01x -97.14%
512x512 uint8 4 grain_merge avx2 0.030974 0.000766 40.45x -97.53%
512x512 uint8 4 divide scalar 0.031236 0.007194 4.34x -76.97%
512x512 uint8 4 divide sse42 0.031236 0.000848 36.82x -97.28%
512x512 uint8 4 divide avx2 0.031236 0.000747 41.82x -97.61%
512x512 uint8 4 overlay scalar 0.037672 0.011072 3.40x -70.61%
512x512 uint8 4 overlay sse42 0.037672 0.000893 42.21x -97.63%
512x512 uint8 4 overlay avx2 0.037672 0.000754 49.96x -98.00%
512x512 float32 3 normal scalar 0.028845 0.002511 11.49x -91.30%
512x512 float32 3 normal sse42 0.028845 0.000867 33.29x -97.00%
512x512 float32 3 normal avx2 0.028845 0.000676 42.66x -97.66%
512x512 float32 3 soft_light scalar 0.043608 0.003237 13.47x -92.58%
512x512 float32 3 soft_light sse42 0.043608 0.001007 43.30x -97.69%
512x512 float32 3 soft_light avx2 0.043608 0.000880 49.54x -97.98%
512x512 float32 3 lighten_only scalar 0.036999 0.005018 7.37x -86.44%
512x512 float32 3 lighten_only sse42 0.036999 0.000922 40.15x -97.51%
512x512 float32 3 lighten_only avx2 0.036999 0.000842 43.97x -97.73%
512x512 float32 3 screen scalar 0.035808 0.004050 8.84x -88.69%
512x512 float32 3 screen sse42 0.035808 0.001036 34.55x -97.11%
512x512 float32 3 screen avx2 0.035808 0.000989 36.22x -97.24%
512x512 float32 3 dodge scalar 0.038853 0.003732 10.41x -90.39%
512x512 float32 3 dodge sse42 0.038853 0.001441 26.96x -96.29%
512x512 float32 3 dodge avx2 0.038853 0.001085 35.81x -97.21%
512x512 float32 3 addition scalar 0.037143 0.007355 5.05x -80.20%
512x512 float32 3 addition sse42 0.037143 0.001043 35.61x -97.19%
512x512 float32 3 addition avx2 0.037143 0.000896 41.46x -97.59%
512x512 float32 3 darken_only scalar 0.034360 0.003949 8.70x -88.51%
512x512 float32 3 darken_only sse42 0.034360 0.000914 37.61x -97.34%
512x512 float32 3 darken_only avx2 0.034360 0.000818 42.03x -97.62%
512x512 float32 3 multiply scalar 0.034551 0.003251 10.63x -90.59%
512x512 float32 3 multiply sse42 0.034551 0.000947 36.49x -97.26%
512x512 float32 3 multiply avx2 0.034551 0.000777 44.46x -97.75%
512x512 float32 3 hard_light scalar 0.043419 0.007932 5.47x -81.73%
512x512 float32 3 hard_light sse42 0.043419 0.001021 42.52x -97.65%
512x512 float32 3 hard_light avx2 0.043419 0.000779 55.75x -98.21%
512x512 float32 3 difference scalar 0.039742 0.003148 12.63x -92.08%
512x512 float32 3 difference sse42 0.039742 0.000931 42.71x -97.66%
512x512 float32 3 difference avx2 0.039742 0.000784 50.70x -98.03%
512x512 float32 3 subtract scalar 0.033176 0.003405 9.74x -89.74%
512x512 float32 3 subtract sse42 0.033176 0.000960 34.55x -97.11%
512x512 float32 3 subtract avx2 0.033176 0.000760 43.65x -97.71%
512x512 float32 3 grain_extract scalar 0.032857 0.004708 6.98x -85.67%
512x512 float32 3 grain_extract sse42 0.032857 0.000933 35.21x -97.16%
512x512 float32 3 grain_extract avx2 0.032857 0.000769 42.74x -97.66%
512x512 float32 3 grain_merge scalar 0.033937 0.004726 7.18x -86.07%
512x512 float32 3 grain_merge sse42 0.033937 0.000929 36.53x -97.26%
512x512 float32 3 grain_merge avx2 0.033937 0.000762 44.53x -97.75%
512x512 float32 3 divide scalar 0.032785 0.003292 9.96x -89.96%
512x512 float32 3 divide sse42 0.032785 0.000956 34.30x -97.08%
512x512 float32 3 divide avx2 0.032785 0.000748 43.81x -97.72%
512x512 float32 3 overlay scalar 0.039154 0.007907 4.95x -79.81%
512x512 float32 3 overlay sse42 0.039154 0.000949 41.27x -97.58%
512x512 float32 3 overlay avx2 0.039154 0.000751 52.11x -98.08%
512x512 float32 4 normal scalar 0.021002 0.002508 8.38x -88.06%
512x512 float32 4 normal sse42 0.021002 0.000889 23.63x -95.77%
512x512 float32 4 normal avx2 0.021002 0.000836 25.12x -96.02%
512x512 float32 4 soft_light scalar 0.031996 0.003562 8.98x -88.87%
512x512 float32 4 soft_light sse42 0.031996 0.001046 30.59x -96.73%
512x512 float32 4 soft_light avx2 0.031996 0.000939 34.08x -97.07%
512x512 float32 4 lighten_only scalar 0.025013 0.004172 6.00x -83.32%
512x512 float32 4 lighten_only sse42 0.025013 0.000866 28.88x -96.54%
512x512 float32 4 lighten_only avx2 0.025013 0.000817 30.61x -96.73%
512x512 float32 4 screen scalar 0.025354 0.003518 7.21x -86.12%
512x512 float32 4 screen sse42 0.025354 0.001018 24.92x -95.99%
512x512 float32 4 screen avx2 0.025354 0.000876 28.93x -96.54%
512x512 float32 4 dodge scalar 0.025452 0.003571 7.13x -85.97%
512x512 float32 4 dodge sse42 0.025452 0.001003 25.38x -96.06%
512x512 float32 4 dodge avx2 0.025452 0.000865 29.43x -96.60%
512x512 float32 4 addition scalar 0.024028 0.005846 4.11x -75.67%
512x512 float32 4 addition sse42 0.024028 0.001040 23.10x -95.67%
512x512 float32 4 addition avx2 0.024028 0.000886 27.11x -96.31%
512x512 float32 4 darken_only scalar 0.024331 0.003942 6.17x -83.80%
512x512 float32 4 darken_only sse42 0.024331 0.000876 27.78x -96.40%
512x512 float32 4 darken_only avx2 0.024331 0.000838 29.02x -96.55%
512x512 float32 4 multiply scalar 0.024355 0.003304 7.37x -86.43%
512x512 float32 4 multiply sse42 0.024355 0.000895 27.22x -96.33%
512x512 float32 4 multiply avx2 0.024355 0.000830 29.35x -96.59%
512x512 float32 4 hard_light scalar 0.034850 0.007757 4.49x -77.74%
512x512 float32 4 hard_light sse42 0.034850 0.001037 33.60x -97.02%
512x512 float32 4 hard_light avx2 0.034850 0.001014 34.35x -97.09%
512x512 float32 4 difference scalar 0.033633 0.003621 9.29x -89.23%
512x512 float32 4 difference sse42 0.033633 0.000905 37.18x -97.31%
512x512 float32 4 difference avx2 0.033633 0.000877 38.35x -97.39%
512x512 float32 4 subtract scalar 0.027477 0.004282 6.42x -84.42%
512x512 float32 4 subtract sse42 0.027477 0.001161 23.68x -95.78%
512x512 float32 4 subtract avx2 0.027477 0.000888 30.96x -96.77%
512x512 float32 4 grain_extract scalar 0.025432 0.004693 5.42x -81.55%
512x512 float32 4 grain_extract sse42 0.025432 0.001003 25.36x -96.06%
512x512 float32 4 grain_extract avx2 0.025432 0.000920 27.63x -96.38%
512x512 float32 4 grain_merge scalar 0.025776 0.004624 5.57x -82.06%
512x512 float32 4 grain_merge sse42 0.025776 0.000956 26.98x -96.29%
512x512 float32 4 grain_merge avx2 0.025776 0.000792 32.53x -96.93%
512x512 float32 4 divide scalar 0.024802 0.003406 7.28x -86.27%
512x512 float32 4 divide sse42 0.024802 0.000983 25.23x -96.04%
512x512 float32 4 divide avx2 0.024802 0.000830 29.87x -96.65%
512x512 float32 4 overlay scalar 0.035307 0.008182 4.32x -76.83%
512x512 float32 4 overlay sse42 0.035307 0.001065 33.16x -96.98%
512x512 float32 4 overlay avx2 0.035307 0.000949 37.22x -97.31%
1024x1024 uint8 3 normal scalar 0.108019 0.025506 4.24x -76.39%
1024x1024 uint8 3 normal sse42 0.108019 0.022560 4.79x -79.11%
1024x1024 uint8 3 normal avx2 0.108019 0.023475 4.60x -78.27%
1024x1024 uint8 3 soft_light scalar 0.131072 0.031751 4.13x -75.78%
1024x1024 uint8 3 soft_light sse42 0.131072 0.023776 5.51x -81.86%
1024x1024 uint8 3 soft_light avx2 0.131072 0.024584 5.33x -81.24%
1024x1024 uint8 3 lighten_only scalar 0.103103 0.033576 3.07x -67.43%
1024x1024 uint8 3 lighten_only sse42 0.103103 0.023093 4.46x -77.60%
1024x1024 uint8 3 lighten_only avx2 0.103103 0.023472 4.39x -77.23%
1024x1024 uint8 3 screen scalar 0.106398 0.029632 3.59x -72.15%
1024x1024 uint8 3 screen sse42 0.106398 0.023340 4.56x -78.06%
1024x1024 uint8 3 screen avx2 0.106398 0.023791 4.47x -77.64%
1024x1024 uint8 3 dodge scalar 0.106627 0.031018 3.44x -70.91%
1024x1024 uint8 3 dodge sse42 0.106627 0.023880 4.47x -77.60%
1024x1024 uint8 3 dodge avx2 0.106627 0.024855 4.29x -76.69%
1024x1024 uint8 3 addition scalar 0.100988 0.041791 2.42x -58.62%
1024x1024 uint8 3 addition sse42 0.100988 0.023141 4.36x -77.08%
1024x1024 uint8 3 addition avx2 0.100988 0.023508 4.30x -76.72%
1024x1024 uint8 3 darken_only scalar 0.105488 0.033252 3.17x -68.48%
1024x1024 uint8 3 darken_only sse42 0.105488 0.023468 4.49x -77.75%
1024x1024 uint8 3 darken_only avx2 0.105488 0.023615 4.47x -77.61%
1024x1024 uint8 3 multiply scalar 0.104774 0.030164 3.47x -71.21%
1024x1024 uint8 3 multiply sse42 0.104774 0.023839 4.39x -77.25%
1024x1024 uint8 3 multiply avx2 0.104774 0.025485 4.11x -75.68%
1024x1024 uint8 3 hard_light scalar 0.140648 0.051220 2.75x -63.58%
1024x1024 uint8 3 hard_light sse42 0.140648 0.023957 5.87x -82.97%
1024x1024 uint8 3 hard_light avx2 0.140648 0.024167 5.82x -82.82%
1024x1024 uint8 3 difference scalar 0.134118 0.030126 4.45x -77.54%
1024x1024 uint8 3 difference sse42 0.134118 0.022996 5.83x -82.85%
1024x1024 uint8 3 difference avx2 0.134118 0.023520 5.70x -82.46%
1024x1024 uint8 3 subtract scalar 0.103366 0.029720 3.48x -71.25%
1024x1024 uint8 3 subtract sse42 0.103366 0.023387 4.42x -77.37%
1024x1024 uint8 3 subtract avx2 0.103366 0.023786 4.35x -76.99%
1024x1024 uint8 3 grain_extract scalar 0.105542 0.036123 2.92x -65.77%
1024x1024 uint8 3 grain_extract sse42 0.105542 0.023663 4.46x -77.58%
1024x1024 uint8 3 grain_extract avx2 0.105542 0.024278 4.35x -77.00%
1024x1024 uint8 3 grain_merge scalar 0.105069 0.035724 2.94x -66.00%
1024x1024 uint8 3 grain_merge sse42 0.105069 0.023316 4.51x -77.81%
1024x1024 uint8 3 grain_merge avx2 0.105069 0.023510 4.47x -77.62%
1024x1024 uint8 3 divide scalar 0.105508 0.030274 3.49x -71.31%
1024x1024 uint8 3 divide sse42 0.105508 0.024174 4.36x -77.09%
1024x1024 uint8 3 divide avx2 0.105508 0.023769 4.44x -77.47%
1024x1024 uint8 3 overlay scalar 0.135187 0.051631 2.62x -61.81%
1024x1024 uint8 3 overlay sse42 0.135187 0.023743 5.69x -82.44%
1024x1024 uint8 3 overlay avx2 0.135187 0.023769 5.69x -82.42%
1024x1024 uint8 4 normal scalar 0.071002 0.022443 3.16x -68.39%
1024x1024 uint8 4 normal sse42 0.071002 0.002856 24.86x -95.98%
1024x1024 uint8 4 normal avx2 0.071002 0.002583 27.49x -96.36%
1024x1024 uint8 4 soft_light scalar 0.103981 0.028120 3.70x -72.96%
1024x1024 uint8 4 soft_light sse42 0.103981 0.003475 29.92x -96.66%
1024x1024 uint8 4 soft_light avx2 0.103981 0.003038 34.22x -97.08%
1024x1024 uint8 4 lighten_only scalar 0.078271 0.031995 2.45x -59.12%
1024x1024 uint8 4 lighten_only sse42 0.078271 0.003071 25.49x -96.08%
1024x1024 uint8 4 lighten_only avx2 0.078271 0.002907 26.93x -96.29%
1024x1024 uint8 4 screen scalar 0.079929 0.027503 2.91x -65.59%
1024x1024 uint8 4 screen sse42 0.079929 0.003211 24.89x -95.98%
1024x1024 uint8 4 screen avx2 0.079929 0.003008 26.57x -96.24%
1024x1024 uint8 4 dodge scalar 0.080777 0.028495 2.83x -64.72%
1024x1024 uint8 4 dodge sse42 0.080777 0.003714 21.75x -95.40%
1024x1024 uint8 4 dodge avx2 0.080777 0.003027 26.68x -96.25%
1024x1024 uint8 4 addition scalar 0.077569 0.033935 2.29x -56.25%
1024x1024 uint8 4 addition sse42 0.077569 0.004161 18.64x -94.64%
1024x1024 uint8 4 addition avx2 0.077569 0.003073 25.24x -96.04%
1024x1024 uint8 4 darken_only scalar 0.076573 0.032470 2.36x -57.60%
1024x1024 uint8 4 darken_only sse42 0.076573 0.003169 24.16x -95.86%
1024x1024 uint8 4 darken_only avx2 0.076573 0.002915 26.27x -96.19%
1024x1024 uint8 4 multiply scalar 0.082245 0.027810 2.96x -66.19%
1024x1024 uint8 4 multiply sse42 0.082245 0.003224 25.51x -96.08%
1024x1024 uint8 4 multiply avx2 0.082245 0.003004 27.37x -96.35%
1024x1024 uint8 4 hard_light scalar 0.115042 0.045700 2.52x -60.28%
1024x1024 uint8 4 hard_light sse42 0.115042 0.003736 30.79x -96.75%
1024x1024 uint8 4 hard_light avx2 0.115042 0.003013 38.18x -97.38%
1024x1024 uint8 4 difference scalar 0.111647 0.027508 4.06x -75.36%
1024x1024 uint8 4 difference sse42 0.111647 0.003239 34.47x -97.10%
1024x1024 uint8 4 difference avx2 0.111647 0.002928 38.13x -97.38%
1024x1024 uint8 4 subtract scalar 0.077583 0.028025 2.77x -63.88%
1024x1024 uint8 4 subtract sse42 0.077583 0.004158 18.66x -94.64%
1024x1024 uint8 4 subtract avx2 0.077583 0.003089 25.12x -96.02%
1024x1024 uint8 4 grain_extract scalar 0.081874 0.032592 2.51x -60.19%
1024x1024 uint8 4 grain_extract sse42 0.081874 0.003325 24.63x -95.94%
1024x1024 uint8 4 grain_extract avx2 0.081874 0.002983 27.45x -96.36%
1024x1024 uint8 4 grain_merge scalar 0.081850 0.032650 2.51x -60.11%
1024x1024 uint8 4 grain_merge sse42 0.081850 0.003306 24.76x -95.96%
1024x1024 uint8 4 grain_merge avx2 0.081850 0.003048 26.85x -96.28%
1024x1024 uint8 4 divide scalar 0.088170 0.030017 2.94x -65.96%
1024x1024 uint8 4 divide sse42 0.088170 0.003341 26.39x -96.21%
1024x1024 uint8 4 divide avx2 0.088170 0.002945 29.94x -96.66%
1024x1024 uint8 4 overlay scalar 0.109241 0.044798 2.44x -58.99%
1024x1024 uint8 4 overlay sse42 0.109241 0.003607 30.28x -96.70%
1024x1024 uint8 4 overlay avx2 0.109241 0.002988 36.56x -97.27%
1024x1024 float32 3 normal scalar 0.086276 0.008701 9.92x -89.91%
1024x1024 float32 3 normal sse42 0.086276 0.003453 24.99x -96.00%
1024x1024 float32 3 normal avx2 0.086276 0.002809 30.71x -96.74%
1024x1024 float32 3 soft_light scalar 0.117989 0.011519 10.24x -90.24%
1024x1024 float32 3 soft_light sse42 0.117989 0.003996 29.53x -96.61%
1024x1024 float32 3 soft_light avx2 0.117989 0.003295 35.81x -97.21%
1024x1024 float32 3 lighten_only scalar 0.092421 0.014352 6.44x -84.47%
1024x1024 float32 3 lighten_only sse42 0.092421 0.003743 24.69x -95.95%
1024x1024 float32 3 lighten_only avx2 0.092421 0.003051 30.30x -96.70%
1024x1024 float32 3 screen scalar 0.094795 0.011386 8.33x -87.99%
1024x1024 float32 3 screen sse42 0.094795 0.003745 25.31x -96.05%
1024x1024 float32 3 screen avx2 0.094795 0.003124 30.35x -96.71%
1024x1024 float32 3 dodge scalar 0.096372 0.013035 7.39x -86.47%
1024x1024 float32 3 dodge sse42 0.096372 0.004319 22.31x -95.52%
1024x1024 float32 3 dodge avx2 0.096372 0.003389 28.44x -96.48%
1024x1024 float32 3 addition scalar 0.092422 0.027654 3.34x -70.08%
1024x1024 float32 3 addition sse42 0.092422 0.003925 23.54x -95.75%
1024x1024 float32 3 addition avx2 0.092422 0.003089 29.92x -96.66%
1024x1024 float32 3 darken_only scalar 0.091081 0.014381 6.33x -84.21%
1024x1024 float32 3 darken_only sse42 0.091081 0.003575 25.48x -96.07%
1024x1024 float32 3 darken_only avx2 0.091081 0.003322 27.42x -96.35%
1024x1024 float32 3 multiply scalar 0.094837 0.011448 8.28x -87.93%
1024x1024 float32 3 multiply sse42 0.094837 0.003607 26.29x -96.20%
1024x1024 float32 3 multiply avx2 0.094837 0.003165 29.97x -96.66%
1024x1024 float32 3 hard_light scalar 0.126145 0.028862 4.37x -77.12%
1024x1024 float32 3 hard_light sse42 0.126145 0.004068 31.01x -96.78%
1024x1024 float32 3 hard_light avx2 0.126145 0.003198 39.45x -97.46%
1024x1024 float32 3 difference scalar 0.120298 0.011329 10.62x -90.58%
1024x1024 float32 3 difference sse42 0.120298 0.003755 32.04x -96.88%
1024x1024 float32 3 difference avx2 0.120298 0.004310 27.91x -96.42%
1024x1024 float32 3 subtract scalar 0.092004 0.012676 7.26x -86.22%
1024x1024 float32 3 subtract sse42 0.092004 0.003901 23.58x -95.76%
1024x1024 float32 3 subtract avx2 0.092004 0.003179 28.94x -96.54%
1024x1024 float32 3 grain_extract scalar 0.093678 0.017826 5.26x -80.97%
1024x1024 float32 3 grain_extract sse42 0.093678 0.003917 23.91x -95.82%
1024x1024 float32 3 grain_extract avx2 0.093678 0.003283 28.53x -96.50%
1024x1024 float32 3 grain_merge scalar 0.093071 0.017726 5.25x -80.95%
1024x1024 float32 3 grain_merge sse42 0.093071 0.003746 24.84x -95.97%
1024x1024 float32 3 grain_merge avx2 0.093071 0.003184 29.23x -96.58%
1024x1024 float32 3 divide scalar 0.095728 0.012804 7.48x -86.62%
1024x1024 float32 3 divide sse42 0.095728 0.003957 24.19x -95.87%
1024x1024 float32 3 divide avx2 0.095728 0.003249 29.46x -96.61%
1024x1024 float32 3 overlay scalar 0.124304 0.030286 4.10x -75.64%
1024x1024 float32 3 overlay sse42 0.124304 0.004005 31.04x -96.78%
1024x1024 float32 3 overlay avx2 0.124304 0.003076 40.41x -97.53%
1024x1024 float32 4 normal scalar 0.064229 0.009934 6.47x -84.53%
1024x1024 float32 4 normal sse42 0.064229 0.003398 18.90x -94.71%
1024x1024 float32 4 normal avx2 0.064229 0.002782 23.09x -95.67%
1024x1024 float32 4 soft_light scalar 0.096934 0.013360 7.26x -86.22%
1024x1024 float32 4 soft_light sse42 0.096934 0.003921 24.72x -95.95%
1024x1024 float32 4 soft_light avx2 0.096934 0.003255 29.78x -96.64%
1024x1024 float32 4 lighten_only scalar 0.070508 0.015411 4.58x -78.14%
1024x1024 float32 4 lighten_only sse42 0.070508 0.003564 19.78x -94.94%
1024x1024 float32 4 lighten_only avx2 0.070508 0.003205 22.00x -95.45%
1024x1024 float32 4 screen scalar 0.075991 0.013245 5.74x -82.57%
1024x1024 float32 4 screen sse42 0.075991 0.003821 19.89x -94.97%
1024x1024 float32 4 screen avx2 0.075991 0.003260 23.31x -95.71%
1024x1024 float32 4 dodge scalar 0.074614 0.013568 5.50x -81.82%
1024x1024 float32 4 dodge sse42 0.074614 0.003992 18.69x -94.65%
1024x1024 float32 4 dodge avx2 0.074614 0.003229 23.10x -95.67%
1024x1024 float32 4 addition scalar 0.070808 0.023239 3.05x -67.18%
1024x1024 float32 4 addition sse42 0.070808 0.003863 18.33x -94.54%
1024x1024 float32 4 addition avx2 0.070808 0.003237 21.87x -95.43%
1024x1024 float32 4 darken_only scalar 0.071612 0.015578 4.60x -78.25%
1024x1024 float32 4 darken_only sse42 0.071612 0.003649 19.63x -94.90%
1024x1024 float32 4 darken_only avx2 0.071612 0.003206 22.34x -95.52%
1024x1024 float32 4 multiply scalar 0.072498 0.012640 5.74x -82.56%
1024x1024 float32 4 multiply sse42 0.072498 0.003603 20.12x -95.03%
1024x1024 float32 4 multiply avx2 0.072498 0.003220 22.52x -95.56%
1024x1024 float32 4 hard_light scalar 0.106478 0.030402 3.50x -71.45%
1024x1024 float32 4 hard_light sse42 0.106478 0.004057 26.25x -96.19%
1024x1024 float32 4 hard_light avx2 0.106478 0.003161 33.68x -97.03%
1024x1024 float32 4 difference scalar 0.101666 0.012758 7.97x -87.45%
1024x1024 float32 4 difference sse42 0.101666 0.003499 29.06x -96.56%
1024x1024 float32 4 difference avx2 0.101666 0.003047 33.37x -97.00%
1024x1024 float32 4 subtract scalar 0.075148 0.015644 4.80x -79.18%
1024x1024 float32 4 subtract sse42 0.075148 0.003945 19.05x -94.75%
1024x1024 float32 4 subtract avx2 0.075148 0.003280 22.91x -95.64%
1024x1024 float32 4 grain_extract scalar 0.073193 0.018595 3.94x -74.59%
1024x1024 float32 4 grain_extract sse42 0.073193 0.003734 19.60x -94.90%
1024x1024 float32 4 grain_extract avx2 0.073193 0.003112 23.52x -95.75%
1024x1024 float32 4 grain_merge scalar 0.072919 0.018502 3.94x -74.63%
1024x1024 float32 4 grain_merge sse42 0.072919 0.003746 19.47x -94.86%
1024x1024 float32 4 grain_merge avx2 0.072919 0.003100 23.53x -95.75%
1024x1024 float32 4 divide scalar 0.073988 0.013507 5.48x -81.74%
1024x1024 float32 4 divide sse42 0.073988 0.003771 19.62x -94.90%
1024x1024 float32 4 divide avx2 0.073988 0.003060 24.18x -95.86%
1024x1024 float32 4 overlay scalar 0.098471 0.030995 3.18x -68.52%
1024x1024 float32 4 overlay sse42 0.098471 0.003889 25.32x -96.05%
1024x1024 float32 4 overlay avx2 0.098471 0.003213 30.65x -96.74%
2048x2048 uint8 3 normal scalar 0.384275 0.102524 3.75x -73.32%
2048x2048 uint8 3 normal sse42 0.384275 0.090658 4.24x -76.41%
2048x2048 uint8 3 normal avx2 0.384275 0.093663 4.10x -75.63%
2048x2048 uint8 3 soft_light scalar 0.487413 0.123646 3.94x -74.63%
2048x2048 uint8 3 soft_light sse42 0.487413 0.095381 5.11x -80.43%
2048x2048 uint8 3 soft_light avx2 0.487413 0.095426 5.11x -80.42%
2048x2048 uint8 3 lighten_only scalar 0.371235 0.130800 2.84x -64.77%
2048x2048 uint8 3 lighten_only sse42 0.371235 0.092229 4.03x -75.16%
2048x2048 uint8 3 lighten_only avx2 0.371235 0.093732 3.96x -74.75%
2048x2048 uint8 3 screen scalar 0.405620 0.120835 3.36x -70.21%
2048x2048 uint8 3 screen sse42 0.405620 0.094082 4.31x -76.81%
2048x2048 uint8 3 screen avx2 0.405620 0.096199 4.22x -76.28%
2048x2048 uint8 3 dodge scalar 0.396243 0.123259 3.21x -68.89%
2048x2048 uint8 3 dodge sse42 0.396243 0.095435 4.15x -75.92%
2048x2048 uint8 3 dodge avx2 0.396243 0.096050 4.13x -75.76%
2048x2048 uint8 3 addition scalar 0.388288 0.167402 2.32x -56.89%
2048x2048 uint8 3 addition sse42 0.388288 0.103048 3.77x -73.46%
2048x2048 uint8 3 addition avx2 0.388288 0.094272 4.12x -75.72%
2048x2048 uint8 3 darken_only scalar 0.371534 0.131371 2.83x -64.64%
2048x2048 uint8 3 darken_only sse42 0.371534 0.092236 4.03x -75.17%
2048x2048 uint8 3 darken_only avx2 0.371534 0.093933 3.96x -74.72%
2048x2048 uint8 3 multiply scalar 0.375551 0.118930 3.16x -68.33%
2048x2048 uint8 3 multiply sse42 0.375551 0.092601 4.06x -75.34%
2048x2048 uint8 3 multiply avx2 0.375551 0.094593 3.97x -74.81%
2048x2048 uint8 3 hard_light scalar 0.559894 0.199178 2.81x -64.43%
2048x2048 uint8 3 hard_light sse42 0.559894 0.095938 5.84x -82.86%
2048x2048 uint8 3 hard_light avx2 0.559894 0.096520 5.80x -82.76%
2048x2048 uint8 3 difference scalar 0.488396 0.118462 4.12x -75.74%
2048x2048 uint8 3 difference sse42 0.488396 0.092033 5.31x -81.16%
2048x2048 uint8 3 difference avx2 0.488396 0.093921 5.20x -80.77%
2048x2048 uint8 3 subtract scalar 0.379639 0.114263 3.32x -69.90%
2048x2048 uint8 3 subtract sse42 0.379639 0.095363 3.98x -74.88%
2048x2048 uint8 3 subtract avx2 0.379639 0.094721 4.01x -75.05%
2048x2048 uint8 3 grain_extract scalar 0.390800 0.144271 2.71x -63.08%
2048x2048 uint8 3 grain_extract sse42 0.390800 0.093260 4.19x -76.14%
2048x2048 uint8 3 grain_extract avx2 0.390800 0.094928 4.12x -75.71%
2048x2048 uint8 3 grain_merge scalar 0.393410 0.144798 2.72x -63.19%
2048x2048 uint8 3 grain_merge sse42 0.393410 0.093671 4.20x -76.19%
2048x2048 uint8 3 grain_merge avx2 0.393410 0.095514 4.12x -75.72%
2048x2048 uint8 3 divide scalar 0.399226 0.121851 3.28x -69.48%
2048x2048 uint8 3 divide sse42 0.399226 0.095361 4.19x -76.11%
2048x2048 uint8 3 divide avx2 0.399226 0.096628 4.13x -75.80%
2048x2048 uint8 3 overlay scalar 0.502490 0.200123 2.51x -60.17%
2048x2048 uint8 3 overlay sse42 0.502490 0.096352 5.22x -80.83%
2048x2048 uint8 3 overlay avx2 0.502490 0.098329 5.11x -80.43%
2048x2048 uint8 4 normal scalar 0.283797 0.091324 3.11x -67.82%
2048x2048 uint8 4 normal sse42 0.283797 0.011630 24.40x -95.90%
2048x2048 uint8 4 normal avx2 0.283797 0.010469 27.11x -96.31%
2048x2048 uint8 4 soft_light scalar 0.390871 0.113606 3.44x -70.94%
2048x2048 uint8 4 soft_light sse42 0.390871 0.014067 27.79x -96.40%
2048x2048 uint8 4 soft_light avx2 0.390871 0.012029 32.49x -96.92%
2048x2048 uint8 4 lighten_only scalar 0.278765 0.126896 2.20x -54.48%
2048x2048 uint8 4 lighten_only sse42 0.278765 0.012717 21.92x -95.44%
2048x2048 uint8 4 lighten_only avx2 0.278765 0.011797 23.63x -95.77%
2048x2048 uint8 4 screen scalar 0.293024 0.112343 2.61x -61.66%
2048x2048 uint8 4 screen sse42 0.293024 0.012913 22.69x -95.59%
2048x2048 uint8 4 screen avx2 0.293024 0.011845 24.74x -95.96%
2048x2048 uint8 4 dodge scalar 0.307527 0.118010 2.61x -61.63%
2048x2048 uint8 4 dodge sse42 0.307527 0.014881 20.67x -95.16%
2048x2048 uint8 4 dodge avx2 0.307527 0.011904 25.83x -96.13%
2048x2048 uint8 4 addition scalar 0.284776 0.139202 2.05x -51.12%
2048x2048 uint8 4 addition sse42 0.284776 0.018834 15.12x -93.39%
2048x2048 uint8 4 addition avx2 0.284776 0.013953 20.41x -95.10%
2048x2048 uint8 4 darken_only scalar 0.290486 0.133531 2.18x -54.03%
2048x2048 uint8 4 darken_only sse42 0.290486 0.012851 22.60x -95.58%
2048x2048 uint8 4 darken_only avx2 0.290486 0.011995 24.22x -95.87%
2048x2048 uint8 4 multiply scalar 0.284397 0.111224 2.56x -60.89%
2048x2048 uint8 4 multiply sse42 0.284397 0.012595 22.58x -95.57%
2048x2048 uint8 4 multiply avx2 0.284397 0.011938 23.82x -95.80%
2048x2048 uint8 4 hard_light scalar 0.455897 0.182826 2.49x -59.90%
2048x2048 uint8 4 hard_light sse42 0.455897 0.015319 29.76x -96.64%
2048x2048 uint8 4 hard_light avx2 0.455897 0.012166 37.47x -97.33%
2048x2048 uint8 4 difference scalar 0.396977 0.115151 3.45x -70.99%
2048x2048 uint8 4 difference sse42 0.396977 0.012903 30.77x -96.75%
2048x2048 uint8 4 difference avx2 0.396977 0.012039 32.97x -96.97%
2048x2048 uint8 4 subtract scalar 0.302567 0.115138 2.63x -61.95%
2048x2048 uint8 4 subtract sse42 0.302567 0.016609 18.22x -94.51%
2048x2048 uint8 4 subtract avx2 0.302567 0.012459 24.29x -95.88%
2048x2048 uint8 4 grain_extract scalar 0.315674 0.135371 2.33x -57.12%
2048x2048 uint8 4 grain_extract sse42 0.315674 0.014582 21.65x -95.38%
2048x2048 uint8 4 grain_extract avx2 0.315674 0.012362 25.54x -96.08%
2048x2048 uint8 4 grain_merge scalar 0.327925 0.131400 2.50x -59.93%
2048x2048 uint8 4 grain_merge sse42 0.327925 0.013483 24.32x -95.89%
2048x2048 uint8 4 grain_merge avx2 0.327925 0.012094 27.12x -96.31%
2048x2048 uint8 4 divide scalar 0.298939 0.116113 2.57x -61.16%
2048x2048 uint8 4 divide sse42 0.298939 0.013609 21.97x -95.45%
2048x2048 uint8 4 divide avx2 0.298939 0.011836 25.26x -96.04%
2048x2048 uint8 4 overlay scalar 0.415111 0.177538 2.34x -57.23%
2048x2048 uint8 4 overlay sse42 0.415111 0.014406 28.82x -96.53%
2048x2048 uint8 4 overlay avx2 0.415111 0.012300 33.75x -97.04%
2048x2048 float32 3 normal scalar 0.326958 0.037440 8.73x -88.55%
2048x2048 float32 3 normal sse42 0.326958 0.019015 17.19x -94.18%
2048x2048 float32 3 normal avx2 0.326958 0.015907 20.55x -95.13%
2048x2048 float32 3 soft_light scalar 0.443199 0.048447 9.15x -89.07%
2048x2048 float32 3 soft_light sse42 0.443199 0.020856 21.25x -95.29%
2048x2048 float32 3 soft_light avx2 0.443199 0.018149 24.42x -95.91%
2048x2048 float32 3 lighten_only scalar 0.323923 0.060185 5.38x -81.42%
2048x2048 float32 3 lighten_only sse42 0.323923 0.019524 16.59x -93.97%
2048x2048 float32 3 lighten_only avx2 0.323923 0.017426 18.59x -94.62%
2048x2048 float32 3 screen scalar 0.347237 0.049050 7.08x -85.87%
2048x2048 float32 3 screen sse42 0.347237 0.020193 17.20x -94.18%
2048x2048 float32 3 screen avx2 0.347237 0.017522 19.82x -94.95%
2048x2048 float32 3 dodge scalar 0.347322 0.052969 6.56x -84.75%
2048x2048 float32 3 dodge sse42 0.347322 0.021710 16.00x -93.75%
2048x2048 float32 3 dodge avx2 0.347322 0.018319 18.96x -94.73%
2048x2048 float32 3 addition scalar 0.333878 0.111284 3.00x -66.67%
2048x2048 float32 3 addition sse42 0.333878 0.021088 15.83x -93.68%
2048x2048 float32 3 addition avx2 0.333878 0.018469 18.08x -94.47%
2048x2048 float32 3 darken_only scalar 0.328188 0.061808 5.31x -81.17%
2048x2048 float32 3 darken_only sse42 0.328188 0.018868 17.39x -94.25%
2048x2048 float32 3 darken_only avx2 0.328188 0.017941 18.29x -94.53%
2048x2048 float32 3 multiply scalar 0.357133 0.053636 6.66x -84.98%
2048x2048 float32 3 multiply sse42 0.357133 0.020113 17.76x -94.37%
2048x2048 float32 3 multiply avx2 0.357133 0.018131 19.70x -94.92%
2048x2048 float32 3 hard_light scalar 0.514495 0.119579 4.30x -76.76%
2048x2048 float32 3 hard_light sse42 0.514495 0.021490 23.94x -95.82%
2048x2048 float32 3 hard_light avx2 0.514495 0.017698 29.07x -96.56%
2048x2048 float32 3 difference scalar 0.450629 0.048779 9.24x -89.18%
2048x2048 float32 3 difference sse42 0.450629 0.020329 22.17x -95.49%
2048x2048 float32 3 difference avx2 0.450629 0.019074 23.63x -95.77%
2048x2048 float32 3 subtract scalar 0.340849 0.054090 6.30x -84.13%
2048x2048 float32 3 subtract sse42 0.340849 0.020653 16.50x -93.94%
2048x2048 float32 3 subtract avx2 0.340849 0.018145 18.78x -94.68%
2048x2048 float32 3 grain_extract scalar 0.350692 0.074879 4.68x -78.65%
2048x2048 float32 3 grain_extract sse42 0.350692 0.021171 16.56x -93.96%
2048x2048 float32 3 grain_extract avx2 0.350692 0.018067 19.41x -94.85%
2048x2048 float32 3 grain_merge scalar 0.354583 0.075865 4.67x -78.60%
2048x2048 float32 3 grain_merge sse42 0.354583 0.024370 14.55x -93.13%
2048x2048 float32 3 grain_merge avx2 0.354583 0.017819 19.90x -94.97%
2048x2048 float32 3 divide scalar 0.352519 0.058010 6.08x -83.54%
2048x2048 float32 3 divide sse42 0.352519 0.020444 17.24x -94.20%
2048x2048 float32 3 divide avx2 0.352519 0.018196 19.37x -94.84%
2048x2048 float32 3 overlay scalar 0.468878 0.124950 3.75x -73.35%
2048x2048 float32 3 overlay sse42 0.468878 0.020679 22.67x -95.59%
2048x2048 float32 3 overlay avx2 0.468878 0.017667 26.54x -96.23%
2048x2048 float32 4 normal scalar 0.270041 0.047584 5.68x -82.38%
2048x2048 float32 4 normal sse42 0.270041 0.021383 12.63x -92.08%
2048x2048 float32 4 normal avx2 0.270041 0.018621 14.50x -93.10%
2048x2048 float32 4 soft_light scalar 0.369557 0.062266 5.94x -83.15%
2048x2048 float32 4 soft_light sse42 0.369557 0.023501 15.73x -93.64%
2048x2048 float32 4 soft_light avx2 0.369557 0.021004 17.59x -94.32%
2048x2048 float32 4 lighten_only scalar 0.253718 0.070283 3.61x -72.30%
2048x2048 float32 4 lighten_only sse42 0.253718 0.021223 11.96x -91.64%
2048x2048 float32 4 lighten_only avx2 0.253718 0.020157 12.59x -92.06%
2048x2048 float32 4 screen scalar 0.269642 0.062145 4.34x -76.95%
2048x2048 float32 4 screen sse42 0.269642 0.022553 11.96x -91.64%
2048x2048 float32 4 screen avx2 0.269642 0.020005 13.48x -92.58%
2048x2048 float32 4 dodge scalar 0.278158 0.067492 4.12x -75.74%
2048x2048 float32 4 dodge sse42 0.278158 0.023144 12.02x -91.68%
2048x2048 float32 4 dodge avx2 0.278158 0.020755 13.40x -92.54%
2048x2048 float32 4 addition scalar 0.269184 0.102363 2.63x -61.97%
2048x2048 float32 4 addition sse42 0.269184 0.023036 11.69x -91.44%
2048x2048 float32 4 addition avx2 0.269184 0.020632 13.05x -92.34%
2048x2048 float32 4 darken_only scalar 0.256751 0.071942 3.57x -71.98%
2048x2048 float32 4 darken_only sse42 0.256751 0.022845 11.24x -91.10%
2048x2048 float32 4 darken_only avx2 0.256751 0.020292 12.65x -92.10%
2048x2048 float32 4 multiply scalar 0.259611 0.061740 4.20x -76.22%
2048x2048 float32 4 multiply sse42 0.259611 0.021442 12.11x -91.74%
2048x2048 float32 4 multiply avx2 0.259611 0.019467 13.34x -92.50%
2048x2048 float32 4 hard_light scalar 0.413107 0.130224 3.17x -68.48%
2048x2048 float32 4 hard_light sse42 0.413107 0.023384 17.67x -94.34%
2048x2048 float32 4 hard_light avx2 0.413107 0.019107 21.62x -95.37%
2048x2048 float32 4 difference scalar 0.368849 0.067092 5.50x -81.81%
2048x2048 float32 4 difference sse42 0.368849 0.023463 15.72x -93.64%
2048x2048 float32 4 difference avx2 0.368849 0.020081 18.37x -94.56%
2048x2048 float32 4 subtract scalar 0.269181 0.072578 3.71x -73.04%
2048x2048 float32 4 subtract sse42 0.269181 0.024107 11.17x -91.04%
2048x2048 float32 4 subtract avx2 0.269181 0.021570 12.48x -91.99%
2048x2048 float32 4 grain_extract scalar 0.272989 0.084292 3.24x -69.12%
2048x2048 float32 4 grain_extract sse42 0.272989 0.022528 12.12x -91.75%
2048x2048 float32 4 grain_extract avx2 0.272989 0.021049 12.97x -92.29%
2048x2048 float32 4 grain_merge scalar 0.282724 0.083709 3.38x -70.39%
2048x2048 float32 4 grain_merge sse42 0.282724 0.022990 12.30x -91.87%
2048x2048 float32 4 grain_merge avx2 0.282724 0.020722 13.64x -92.67%
2048x2048 float32 4 divide scalar 0.277890 0.066591 4.17x -76.04%
2048x2048 float32 4 divide sse42 0.277890 0.023567 11.79x -91.52%
2048x2048 float32 4 divide avx2 0.277890 0.021576 12.88x -92.24%
2048x2048 float32 4 overlay scalar 0.389595 0.134045 2.91x -65.59%
2048x2048 float32 4 overlay sse42 0.389595 0.022590 17.25x -94.20%
2048x2048 float32 4 overlay avx2 0.389595 0.020585 18.93x -94.72%
1280x720 uint8 3 normal scalar 0.081102 0.022358 3.63x -72.43%
1280x720 uint8 3 normal sse42 0.081102 0.019914 4.07x -75.45%
1280x720 uint8 3 normal avx2 0.081102 0.020562 3.94x -74.65%
1280x720 uint8 3 soft_light scalar 0.109125 0.027561 3.96x -74.74%
1280x720 uint8 3 soft_light sse42 0.109125 0.020948 5.21x -80.80%
1280x720 uint8 3 soft_light avx2 0.109125 0.020959 5.21x -80.79%
1280x720 uint8 3 lighten_only scalar 0.086222 0.028937 2.98x -66.44%
1280x720 uint8 3 lighten_only sse42 0.086222 0.020186 4.27x -76.59%
1280x720 uint8 3 lighten_only avx2 0.086222 0.020514 4.20x -76.21%
1280x720 uint8 3 screen scalar 0.090056 0.027019 3.33x -70.00%
1280x720 uint8 3 screen sse42 0.090056 0.020597 4.37x -77.13%
1280x720 uint8 3 screen avx2 0.090056 0.020957 4.30x -76.73%
1280x720 uint8 3 dodge scalar 0.090130 0.028312 3.18x -68.59%
1280x720 uint8 3 dodge sse42 0.090130 0.021100 4.27x -76.59%
1280x720 uint8 3 dodge avx2 0.090130 0.021186 4.25x -76.49%
1280x720 uint8 3 addition scalar 0.083700 0.036726 2.28x -56.12%
1280x720 uint8 3 addition sse42 0.083700 0.020342 4.11x -75.70%
1280x720 uint8 3 addition avx2 0.083700 0.020684 4.05x -75.29%
1280x720 uint8 3 darken_only scalar 0.087483 0.029243 2.99x -66.57%
1280x720 uint8 3 darken_only sse42 0.087483 0.020151 4.34x -76.97%
1280x720 uint8 3 darken_only avx2 0.087483 0.020890 4.19x -76.12%
1280x720 uint8 3 multiply scalar 0.092638 0.026211 3.53x -71.71%
1280x720 uint8 3 multiply sse42 0.092638 0.020685 4.48x -77.67%
1280x720 uint8 3 multiply avx2 0.092638 0.020817 4.45x -77.53%
1280x720 uint8 3 hard_light scalar 0.119015 0.044180 2.69x -62.88%
1280x720 uint8 3 hard_light sse42 0.119015 0.021206 5.61x -82.18%
1280x720 uint8 3 hard_light avx2 0.119015 0.021305 5.59x -82.10%
1280x720 uint8 3 difference scalar 0.112991 0.026048 4.34x -76.95%
1280x720 uint8 3 difference sse42 0.112991 0.020321 5.56x -82.02%
1280x720 uint8 3 difference avx2 0.112991 0.021872 5.17x -80.64%
1280x720 uint8 3 subtract scalar 0.084114 0.024762 3.40x -70.56%
1280x720 uint8 3 subtract sse42 0.084114 0.020699 4.06x -75.39%
1280x720 uint8 3 subtract avx2 0.084114 0.020905 4.02x -75.15%
1280x720 uint8 3 grain_extract scalar 0.088146 0.031668 2.78x -64.07%
1280x720 uint8 3 grain_extract sse42 0.088146 0.020834 4.23x -76.36%
1280x720 uint8 3 grain_extract avx2 0.088146 0.021605 4.08x -75.49%
1280x720 uint8 3 grain_merge scalar 0.090216 0.033140 2.72x -63.27%
1280x720 uint8 3 grain_merge sse42 0.090216 0.021203 4.25x -76.50%
1280x720 uint8 3 grain_merge avx2 0.090216 0.021113 4.27x -76.60%
1280x720 uint8 3 divide scalar 0.089459 0.026896 3.33x -69.94%
1280x720 uint8 3 divide sse42 0.089459 0.020888 4.28x -76.65%
1280x720 uint8 3 divide avx2 0.089459 0.021155 4.23x -76.35%
1280x720 uint8 3 overlay scalar 0.115708 0.043955 2.63x -62.01%
1280x720 uint8 3 overlay sse42 0.115708 0.021389 5.41x -81.51%
1280x720 uint8 3 overlay avx2 0.115708 0.021315 5.43x -81.58%
1280x720 uint8 4 normal scalar 0.063524 0.019732 3.22x -68.94%
1280x720 uint8 4 normal sse42 0.063524 0.002584 24.58x -95.93%
1280x720 uint8 4 normal avx2 0.063524 0.002293 27.70x -96.39%
1280x720 uint8 4 soft_light scalar 0.097189 0.024468 3.97x -74.82%
1280x720 uint8 4 soft_light sse42 0.097189 0.003025 32.13x -96.89%
1280x720 uint8 4 soft_light avx2 0.097189 0.002632 36.93x -97.29%
1280x720 uint8 4 lighten_only scalar 0.074534 0.028221 2.64x -62.14%
1280x720 uint8 4 lighten_only sse42 0.074534 0.002811 26.52x -96.23%
1280x720 uint8 4 lighten_only avx2 0.074534 0.002607 28.59x -96.50%
1280x720 uint8 4 screen scalar 0.078467 0.024193 3.24x -69.17%
1280x720 uint8 4 screen sse42 0.078467 0.002817 27.85x -96.41%
1280x720 uint8 4 screen avx2 0.078467 0.002665 29.45x -96.60%
1280x720 uint8 4 dodge scalar 0.077053 0.025296 3.05x -67.17%
1280x720 uint8 4 dodge sse42 0.077053 0.003241 23.78x -95.79%
1280x720 uint8 4 dodge avx2 0.077053 0.002595 29.69x -96.63%
1280x720 uint8 4 addition scalar 0.071685 0.029892 2.40x -58.30%
1280x720 uint8 4 addition sse42 0.071685 0.003648 19.65x -94.91%
1280x720 uint8 4 addition avx2 0.071685 0.002747 26.09x -96.17%
1280x720 uint8 4 darken_only scalar 0.074548 0.028361 2.63x -61.96%
1280x720 uint8 4 darken_only sse42 0.074548 0.002838 26.27x -96.19%
1280x720 uint8 4 darken_only avx2 0.074548 0.002635 28.29x -96.47%
1280x720 uint8 4 multiply scalar 0.076221 0.024577 3.10x -67.76%
1280x720 uint8 4 multiply sse42 0.076221 0.002765 27.57x -96.37%
1280x720 uint8 4 multiply avx2 0.076221 0.002582 29.52x -96.61%
1280x720 uint8 4 hard_light scalar 0.103035 0.039747 2.59x -61.42%
1280x720 uint8 4 hard_light sse42 0.103035 0.003378 30.50x -96.72%
1280x720 uint8 4 hard_light avx2 0.103035 0.002664 38.68x -97.41%
1280x720 uint8 4 difference scalar 0.102171 0.023870 4.28x -76.64%
1280x720 uint8 4 difference sse42 0.102171 0.002774 36.83x -97.29%
1280x720 uint8 4 difference avx2 0.102171 0.002589 39.47x -97.47%
1280x720 uint8 4 subtract scalar 0.070962 0.024162 2.94x -65.95%
1280x720 uint8 4 subtract sse42 0.070962 0.003655 19.41x -94.85%
1280x720 uint8 4 subtract avx2 0.070962 0.002727 26.02x -96.16%
1280x720 uint8 4 grain_extract scalar 0.075754 0.028518 2.66x -62.35%
1280x720 uint8 4 grain_extract sse42 0.075754 0.002937 25.79x -96.12%
1280x720 uint8 4 grain_extract avx2 0.075754 0.002677 28.30x -96.47%
1280x720 uint8 4 grain_merge scalar 0.076530 0.028207 2.71x -63.14%
1280x720 uint8 4 grain_merge sse42 0.076530 0.002892 26.46x -96.22%
1280x720 uint8 4 grain_merge avx2 0.076530 0.002610 29.32x -96.59%
1280x720 uint8 4 divide scalar 0.076427 0.024272 3.15x -68.24%
1280x720 uint8 4 divide sse42 0.076427 0.002940 25.99x -96.15%
1280x720 uint8 4 divide avx2 0.076427 0.002592 29.49x -96.61%
1280x720 uint8 4 overlay scalar 0.099484 0.039002 2.55x -60.80%
1280x720 uint8 4 overlay sse42 0.099484 0.003077 32.33x -96.91%
1280x720 uint8 4 overlay avx2 0.099484 0.002644 37.63x -97.34%
1280x720 float32 3 normal scalar 0.069585 0.007115 9.78x -89.78%
1280x720 float32 3 normal sse42 0.069585 0.003111 22.37x -95.53%
1280x720 float32 3 normal avx2 0.069585 0.002324 29.94x -96.66%
1280x720 float32 3 soft_light scalar 0.101884 0.009468 10.76x -90.71%
1280x720 float32 3 soft_light sse42 0.101884 0.003332 30.58x -96.73%
1280x720 float32 3 soft_light avx2 0.101884 0.002772 36.76x -97.28%
1280x720 float32 3 lighten_only scalar 0.079471 0.012121 6.56x -84.75%
1280x720 float32 3 lighten_only sse42 0.079471 0.003007 26.43x -96.22%
1280x720 float32 3 lighten_only avx2 0.079471 0.002686 29.59x -96.62%
1280x720 float32 3 screen scalar 0.080828 0.009342 8.65x -88.44%
1280x720 float32 3 screen sse42 0.080828 0.003200 25.26x -96.04%
1280x720 float32 3 screen avx2 0.080828 0.002602 31.06x -96.78%
1280x720 float32 3 dodge scalar 0.080988 0.010132 7.99x -87.49%
1280x720 float32 3 dodge sse42 0.080988 0.003517 23.03x -95.66%
1280x720 float32 3 dodge avx2 0.080988 0.002891 28.02x -96.43%
1280x720 float32 3 addition scalar 0.077396 0.023230 3.33x -69.99%
1280x720 float32 3 addition sse42 0.077396 0.003365 23.00x -95.65%
1280x720 float32 3 addition avx2 0.077396 0.002873 26.94x -96.29%
1280x720 float32 3 darken_only scalar 0.078456 0.012090 6.49x -84.59%
1280x720 float32 3 darken_only sse42 0.078456 0.003058 25.65x -96.10%
1280x720 float32 3 darken_only avx2 0.078456 0.002598 30.20x -96.69%
1280x720 float32 3 multiply scalar 0.079165 0.009338 8.48x -88.20%
1280x720 float32 3 multiply sse42 0.079165 0.003099 25.54x -96.09%
1280x720 float32 3 multiply avx2 0.079165 0.002668 29.67x -96.63%
1280x720 float32 3 hard_light scalar 0.109863 0.024936 4.41x -77.30%
1280x720 float32 3 hard_light sse42 0.109863 0.003591 30.60x -96.73%
1280x720 float32 3 hard_light avx2 0.109863 0.002936 37.42x -97.33%
1280x720 float32 3 difference scalar 0.105326 0.009585 10.99x -90.90%
1280x720 float32 3 difference sse42 0.105326 0.003091 34.07x -97.06%
1280x720 float32 3 difference avx2 0.105326 0.002706 38.92x -97.43%
1280x720 float32 3 subtract scalar 0.077114 0.010458 7.37x -86.44%
1280x720 float32 3 subtract sse42 0.077114 0.003360 22.95x -95.64%
1280x720 float32 3 subtract avx2 0.077114 0.002748 28.06x -96.44%
1280x720 float32 3 grain_extract scalar 0.081533 0.015075 5.41x -81.51%
1280x720 float32 3 grain_extract sse42 0.081533 0.003198 25.49x -96.08%
1280x720 float32 3 grain_extract avx2 0.081533 0.002663 30.62x -96.73%
1280x720 float32 3 grain_merge scalar 0.080479 0.014888 5.41x -81.50%
1280x720 float32 3 grain_merge sse42 0.080479 0.003304 24.36x -95.89%
1280x720 float32 3 grain_merge avx2 0.080479 0.002706 29.74x -96.64%
1280x720 float32 3 divide scalar 0.081140 0.009943 8.16x -87.75%
1280x720 float32 3 divide sse42 0.081140 0.003446 23.55x -95.75%
1280x720 float32 3 divide avx2 0.081140 0.002809 28.88x -96.54%
1280x720 float32 3 overlay scalar 0.104349 0.026510 3.94x -74.59%
1280x720 float32 3 overlay sse42 0.104349 0.003421 30.50x -96.72%
1280x720 float32 3 overlay avx2 0.104349 0.002761 37.79x -97.35%
1280x720 float32 4 normal scalar 0.054076 0.008693 6.22x -83.92%
1280x720 float32 4 normal sse42 0.054076 0.002885 18.74x -94.66%
1280x720 float32 4 normal avx2 0.054076 0.002507 21.57x -95.36%
1280x720 float32 4 soft_light scalar 0.088220 0.011459 7.70x -87.01%
1280x720 float32 4 soft_light sse42 0.088220 0.003394 25.99x -96.15%
1280x720 float32 4 soft_light avx2 0.088220 0.002819 31.29x -96.80%
1280x720 float32 4 lighten_only scalar 0.065375 0.013595 4.81x -79.20%
1280x720 float32 4 lighten_only sse42 0.065375 0.003175 20.59x -95.14%
1280x720 float32 4 lighten_only avx2 0.065375 0.002750 23.77x -95.79%
1280x720 float32 4 screen scalar 0.068608 0.011441 6.00x -83.32%
1280x720 float32 4 screen sse42 0.068608 0.003222 21.30x -95.30%
1280x720 float32 4 screen avx2 0.068608 0.002646 25.92x -96.14%
1280x720 float32 4 dodge scalar 0.067506 0.012188 5.54x -81.94%
1280x720 float32 4 dodge sse42 0.067506 0.003517 19.20x -94.79%
1280x720 float32 4 dodge avx2 0.067506 0.002809 24.03x -95.84%
1280x720 float32 4 addition scalar 0.063953 0.020456 3.13x -68.01%
1280x720 float32 4 addition sse42 0.063953 0.003289 19.45x -94.86%
1280x720 float32 4 addition avx2 0.063953 0.002825 22.64x -95.58%
1280x720 float32 4 darken_only scalar 0.065291 0.013583 4.81x -79.20%
1280x720 float32 4 darken_only sse42 0.065291 0.003032 21.54x -95.36%
1280x720 float32 4 darken_only avx2 0.065291 0.002707 24.12x -95.85%
1280x720 float32 4 multiply scalar 0.067514 0.012433 5.43x -81.58%
1280x720 float32 4 multiply sse42 0.067514 0.003079 21.93x -95.44%
1280x720 float32 4 multiply avx2 0.067514 0.002845 23.73x -95.79%
1280x720 float32 4 hard_light scalar 0.096512 0.026444 3.65x -72.60%
1280x720 float32 4 hard_light sse42 0.096512 0.003469 27.82x -96.41%
1280x720 float32 4 hard_light avx2 0.096512 0.002823 34.19x -97.08%
1280x720 float32 4 difference scalar 0.091413 0.011203 8.16x -87.74%
1280x720 float32 4 difference sse42 0.091413 0.003048 29.99x -96.67%
1280x720 float32 4 difference avx2 0.091413 0.002760 33.12x -96.98%
1280x720 float32 4 subtract scalar 0.064320 0.013810 4.66x -78.53%
1280x720 float32 4 subtract sse42 0.064320 0.003476 18.51x -94.60%
1280x720 float32 4 subtract avx2 0.064320 0.002850 22.57x -95.57%
1280x720 float32 4 grain_extract scalar 0.067399 0.016495 4.09x -75.53%
1280x720 float32 4 grain_extract sse42 0.067399 0.003516 19.17x -94.78%
1280x720 float32 4 grain_extract avx2 0.067399 0.002801 24.06x -95.84%
1280x720 float32 4 grain_merge scalar 0.069781 0.018247 3.82x -73.85%
1280x720 float32 4 grain_merge sse42 0.069781 0.003451 20.22x -95.05%
1280x720 float32 4 grain_merge avx2 0.069781 0.002926 23.85x -95.81%
1280x720 float32 4 divide scalar 0.070573 0.012049 5.86x -82.93%
1280x720 float32 4 divide sse42 0.070573 0.003461 20.39x -95.10%
1280x720 float32 4 divide avx2 0.070573 0.002797 25.23x -96.04%
1280x720 float32 4 overlay scalar 0.090275 0.027635 3.27x -69.39%
1280x720 float32 4 overlay sse42 0.090275 0.003521 25.64x -96.10%
1280x720 float32 4 overlay avx2 0.090275 0.002847 31.71x -96.85%
1920x1080 uint8 3 normal scalar 0.190947 0.050324 3.79x -73.64%
1920x1080 uint8 3 normal sse42 0.190947 0.046287 4.13x -75.76%
1920x1080 uint8 3 normal avx2 0.190947 0.049267 3.88x -74.20%
1920x1080 uint8 3 soft_light scalar 0.251713 0.062052 4.06x -75.35%
1920x1080 uint8 3 soft_light sse42 0.251713 0.047634 5.28x -81.08%
1920x1080 uint8 3 soft_light avx2 0.251713 0.047783 5.27x -81.02%
1920x1080 uint8 3 lighten_only scalar 0.193336 0.069615 2.78x -63.99%
1920x1080 uint8 3 lighten_only sse42 0.193336 0.048991 3.95x -74.66%
1920x1080 uint8 3 lighten_only avx2 0.193336 0.048829 3.96x -74.74%
1920x1080 uint8 3 screen scalar 0.209224 0.062441 3.35x -70.16%
1920x1080 uint8 3 screen sse42 0.209224 0.050288 4.16x -75.96%
1920x1080 uint8 3 screen avx2 0.209224 0.047499 4.40x -77.30%
1920x1080 uint8 3 dodge scalar 0.207474 0.063344 3.28x -69.47%
1920x1080 uint8 3 dodge sse42 0.207474 0.048717 4.26x -76.52%
1920x1080 uint8 3 dodge avx2 0.207474 0.048413 4.29x -76.67%
1920x1080 uint8 3 addition scalar 0.206214 0.086358 2.39x -58.12%
1920x1080 uint8 3 addition sse42 0.206214 0.050120 4.11x -75.70%
1920x1080 uint8 3 addition avx2 0.206214 0.050072 4.12x -75.72%
1920x1080 uint8 3 darken_only scalar 0.215372 0.066488 3.24x -69.13%
1920x1080 uint8 3 darken_only sse42 0.215372 0.046215 4.66x -78.54%
1920x1080 uint8 3 darken_only avx2 0.215372 0.047297 4.55x -78.04%
1920x1080 uint8 3 multiply scalar 0.197741 0.060800 3.25x -69.25%
1920x1080 uint8 3 multiply sse42 0.197741 0.047208 4.19x -76.13%
1920x1080 uint8 3 multiply avx2 0.197741 0.048063 4.11x -75.69%
1920x1080 uint8 3 hard_light scalar 0.265855 0.100091 2.66x -62.35%
1920x1080 uint8 3 hard_light sse42 0.265855 0.048082 5.53x -81.91%
1920x1080 uint8 3 hard_light avx2 0.265855 0.048389 5.49x -81.80%
1920x1080 uint8 3 difference scalar 0.257903 0.060179 4.29x -76.67%
1920x1080 uint8 3 difference sse42 0.257903 0.046844 5.51x -81.84%
1920x1080 uint8 3 difference avx2 0.257903 0.046652 5.53x -81.91%
1920x1080 uint8 3 subtract scalar 0.191325 0.061432 3.11x -67.89%
1920x1080 uint8 3 subtract sse42 0.191325 0.049588 3.86x -74.08%
1920x1080 uint8 3 subtract avx2 0.191325 0.047505 4.03x -75.17%
1920x1080 uint8 3 grain_extract scalar 0.195224 0.072090 2.71x -63.07%
1920x1080 uint8 3 grain_extract sse42 0.195224 0.047035 4.15x -75.91%
1920x1080 uint8 3 grain_extract avx2 0.195224 0.048180 4.05x -75.32%
1920x1080 uint8 3 grain_merge scalar 0.206524 0.072810 2.84x -64.75%
1920x1080 uint8 3 grain_merge sse42 0.206524 0.046925 4.40x -77.28%
1920x1080 uint8 3 grain_merge avx2 0.206524 0.047669 4.33x -76.92%
1920x1080 uint8 3 divide scalar 0.226860 0.063072 3.60x -72.20%
1920x1080 uint8 3 divide sse42 0.226860 0.053062 4.28x -76.61%
1920x1080 uint8 3 divide avx2 0.226860 0.051026 4.45x -77.51%
1920x1080 uint8 3 overlay scalar 0.261324 0.104146 2.51x -60.15%
1920x1080 uint8 3 overlay sse42 0.261324 0.061952 4.22x -76.29%
1920x1080 uint8 3 overlay avx2 0.261324 0.057957 4.51x -77.82%
1920x1080 uint8 4 normal scalar 0.153716 0.047220 3.26x -69.28%
1920x1080 uint8 4 normal sse42 0.153716 0.006159 24.96x -95.99%
1920x1080 uint8 4 normal avx2 0.153716 0.005485 28.02x -96.43%
1920x1080 uint8 4 soft_light scalar 0.219477 0.056821 3.86x -74.11%
1920x1080 uint8 4 soft_light sse42 0.219477 0.006867 31.96x -96.87%
1920x1080 uint8 4 soft_light avx2 0.219477 0.005877 37.34x -97.32%
1920x1080 uint8 4 lighten_only scalar 0.149634 0.066722 2.24x -55.41%
1920x1080 uint8 4 lighten_only sse42 0.149634 0.007304 20.49x -95.12%
1920x1080 uint8 4 lighten_only avx2 0.149634 0.006035 24.79x -95.97%
1920x1080 uint8 4 screen scalar 0.156375 0.055637 2.81x -64.42%
1920x1080 uint8 4 screen sse42 0.156375 0.006503 24.05x -95.84%
1920x1080 uint8 4 screen avx2 0.156375 0.005999 26.07x -96.16%
1920x1080 uint8 4 dodge scalar 0.156757 0.061977 2.53x -60.46%
1920x1080 uint8 4 dodge sse42 0.156757 0.008397 18.67x -94.64%
1920x1080 uint8 4 dodge avx2 0.156757 0.005967 26.27x -96.19%
1920x1080 uint8 4 addition scalar 0.149968 0.067969 2.21x -54.68%
1920x1080 uint8 4 addition sse42 0.149968 0.008168 18.36x -94.55%
1920x1080 uint8 4 addition avx2 0.149968 0.006140 24.42x -95.91%
1920x1080 uint8 4 darken_only scalar 0.151415 0.065664 2.31x -56.63%
1920x1080 uint8 4 darken_only sse42 0.151415 0.008776 17.25x -94.20%
1920x1080 uint8 4 darken_only avx2 0.151415 0.006911 21.91x -95.44%
1920x1080 uint8 4 multiply scalar 0.149057 0.058282 2.56x -60.90%
1920x1080 uint8 4 multiply sse42 0.149057 0.006304 23.64x -95.77%
1920x1080 uint8 4 multiply avx2 0.149057 0.005995 24.86x -95.98%
1920x1080 uint8 4 hard_light scalar 0.224158 0.093818 2.39x -58.15%
1920x1080 uint8 4 hard_light sse42 0.224158 0.007492 29.92x -96.66%
1920x1080 uint8 4 hard_light avx2 0.224158 0.006006 37.32x -97.32%
1920x1080 uint8 4 difference scalar 0.204514 0.055323 3.70x -72.95%
1920x1080 uint8 4 difference sse42 0.204514 0.006309 32.41x -96.91%
1920x1080 uint8 4 difference avx2 0.204514 0.005881 34.78x -97.12%
1920x1080 uint8 4 subtract scalar 0.149125 0.058078 2.57x -61.05%
1920x1080 uint8 4 subtract sse42 0.149125 0.008542 17.46x -94.27%
1920x1080 uint8 4 subtract avx2 0.149125 0.006338 23.53x -95.75%
1920x1080 uint8 4 grain_extract scalar 0.154534 0.064723 2.39x -58.12%
1920x1080 uint8 4 grain_extract sse42 0.154534 0.006606 23.39x -95.73%
1920x1080 uint8 4 grain_extract avx2 0.154534 0.005914 26.13x -96.17%
1920x1080 uint8 4 grain_merge scalar 0.163470 0.068574 2.38x -58.05%
1920x1080 uint8 4 grain_merge sse42 0.163470 0.006585 24.82x -95.97%
1920x1080 uint8 4 grain_merge avx2 0.163470 0.005854 27.92x -96.42%
1920x1080 uint8 4 divide scalar 0.149206 0.055314 2.70x -62.93%
1920x1080 uint8 4 divide sse42 0.149206 0.006621 22.53x -95.56%
1920x1080 uint8 4 divide avx2 0.149206 0.005818 25.64x -96.10%
1920x1080 uint8 4 overlay scalar 0.200823 0.086766 2.31x -56.79%
1920x1080 uint8 4 overlay sse42 0.200823 0.006940 28.94x -96.54%
1920x1080 uint8 4 overlay avx2 0.200823 0.005868 34.22x -97.08%
1920x1080 float32 3 normal scalar 0.157803 0.018446 8.55x -88.31%
1920x1080 float32 3 normal sse42 0.157803 0.007049 22.39x -95.53%
1920x1080 float32 3 normal avx2 0.157803 0.005040 31.31x -96.81%
1920x1080 float32 3 soft_light scalar 0.219343 0.023807 9.21x -89.15%
1920x1080 float32 3 soft_light sse42 0.219343 0.007743 28.33x -96.47%
1920x1080 float32 3 soft_light avx2 0.219343 0.006298 34.83x -97.13%
1920x1080 float32 3 lighten_only scalar 0.166483 0.031727 5.25x -80.94%
1920x1080 float32 3 lighten_only sse42 0.166483 0.006845 24.32x -95.89%
1920x1080 float32 3 lighten_only avx2 0.166483 0.006690 24.89x -95.98%
1920x1080 float32 3 screen scalar 0.170533 0.023345 7.30x -86.31%
1920x1080 float32 3 screen sse42 0.170533 0.007401 23.04x -95.66%
1920x1080 float32 3 screen avx2 0.170533 0.006080 28.05x -96.43%
1920x1080 float32 3 dodge scalar 0.172457 0.025232 6.83x -85.37%
1920x1080 float32 3 dodge sse42 0.172457 0.008164 21.12x -95.27%
1920x1080 float32 3 dodge avx2 0.172457 0.006030 28.60x -96.50%
1920x1080 float32 3 addition scalar 0.166492 0.054487 3.06x -67.27%
1920x1080 float32 3 addition sse42 0.166492 0.007602 21.90x -95.43%
1920x1080 float32 3 addition avx2 0.166492 0.006652 25.03x -96.00%
1920x1080 float32 3 darken_only scalar 0.165700 0.029658 5.59x -82.10%
1920x1080 float32 3 darken_only sse42 0.165700 0.007094 23.36x -95.72%
1920x1080 float32 3 darken_only avx2 0.165700 0.005925 27.97x -96.42%
1920x1080 float32 3 multiply scalar 0.170401 0.023673 7.20x -86.11%
1920x1080 float32 3 multiply sse42 0.170401 0.006957 24.49x -95.92%
1920x1080 float32 3 multiply avx2 0.170401 0.005940 28.68x -96.51%
1920x1080 float32 3 hard_light scalar 0.235011 0.058253 4.03x -75.21%
1920x1080 float32 3 hard_light sse42 0.235011 0.008001 29.37x -96.60%
1920x1080 float32 3 hard_light avx2 0.235011 0.006294 37.34x -97.32%
1920x1080 float32 3 difference scalar 0.223087 0.024107 9.25x -89.19%
1920x1080 float32 3 difference sse42 0.223087 0.007216 30.91x -96.77%
1920x1080 float32 3 difference avx2 0.223087 0.005938 37.57x -97.34%
1920x1080 float32 3 subtract scalar 0.166445 0.025948 6.41x -84.41%
1920x1080 float32 3 subtract sse42 0.166445 0.007744 21.49x -95.35%
1920x1080 float32 3 subtract avx2 0.166445 0.006415 25.95x -96.15%
1920x1080 float32 3 grain_extract scalar 0.168472 0.036024 4.68x -78.62%
1920x1080 float32 3 grain_extract sse42 0.168472 0.007511 22.43x -95.54%
1920x1080 float32 3 grain_extract avx2 0.168472 0.005708 29.52x -96.61%
1920x1080 float32 3 grain_merge scalar 0.167062 0.036266 4.61x -78.29%
1920x1080 float32 3 grain_merge sse42 0.167062 0.007268 22.98x -95.65%
1920x1080 float32 3 grain_merge avx2 0.167062 0.005811 28.75x -96.52%
1920x1080 float32 3 divide scalar 0.169794 0.025054 6.78x -85.24%
1920x1080 float32 3 divide sse42 0.169794 0.007654 22.18x -95.49%
1920x1080 float32 3 divide avx2 0.169794 0.005871 28.92x -96.54%
1920x1080 float32 3 overlay scalar 0.225962 0.061605 3.67x -72.74%
1920x1080 float32 3 overlay sse42 0.225962 0.008134 27.78x -96.40%
1920x1080 float32 3 overlay avx2 0.225962 0.008027 28.15x -96.45%
1920x1080 float32 4 normal scalar 0.122943 0.019427 6.33x -84.20%
1920x1080 float32 4 normal sse42 0.122943 0.006441 19.09x -94.76%
1920x1080 float32 4 normal avx2 0.122943 0.005593 21.98x -95.45%
1920x1080 float32 4 soft_light scalar 0.184740 0.025886 7.14x -85.99%
1920x1080 float32 4 soft_light sse42 0.184740 0.007841 23.56x -95.76%
1920x1080 float32 4 soft_light avx2 0.184740 0.006209 29.75x -96.64%
1920x1080 float32 4 lighten_only scalar 0.130729 0.030297 4.31x -76.82%
1920x1080 float32 4 lighten_only sse42 0.130729 0.006644 19.67x -94.92%
1920x1080 float32 4 lighten_only avx2 0.130729 0.005948 21.98x -95.45%
1920x1080 float32 4 screen scalar 0.134592 0.025072 5.37x -81.37%
1920x1080 float32 4 screen sse42 0.134592 0.007071 19.04x -94.75%
1920x1080 float32 4 screen avx2 0.134592 0.006458 20.84x -95.20%
1920x1080 float32 4 dodge scalar 0.134444 0.026512 5.07x -80.28%
1920x1080 float32 4 dodge sse42 0.134444 0.007522 17.87x -94.40%
1920x1080 float32 4 dodge avx2 0.134444 0.006633 20.27x -95.07%
1920x1080 float32 4 addition scalar 0.132721 0.045699 2.90x -65.57%
1920x1080 float32 4 addition sse42 0.132721 0.007253 18.30x -94.53%
1920x1080 float32 4 addition avx2 0.132721 0.006252 21.23x -95.29%
1920x1080 float32 4 darken_only scalar 0.128820 0.029799 4.32x -76.87%
1920x1080 float32 4 darken_only sse42 0.128820 0.006626 19.44x -94.86%
1920x1080 float32 4 darken_only avx2 0.128820 0.006204 20.76x -95.18%
1920x1080 float32 4 multiply scalar 0.131823 0.024860 5.30x -81.14%
1920x1080 float32 4 multiply sse42 0.131823 0.006679 19.74x -94.93%
1920x1080 float32 4 multiply avx2 0.131823 0.006041 21.82x -95.42%
1920x1080 float32 4 hard_light scalar 0.198931 0.059017 3.37x -70.33%
1920x1080 float32 4 hard_light sse42 0.198931 0.007761 25.63x -96.10%
1920x1080 float32 4 hard_light avx2 0.198931 0.005986 33.23x -96.99%
1920x1080 float32 4 difference scalar 0.191050 0.025206 7.58x -86.81%
1920x1080 float32 4 difference sse42 0.191050 0.007459 25.61x -96.10%
1920x1080 float32 4 difference avx2 0.191050 0.006210 30.76x -96.75%
1920x1080 float32 4 subtract scalar 0.132765 0.030998 4.28x -76.65%
1920x1080 float32 4 subtract sse42 0.132765 0.007848 16.92x -94.09%
1920x1080 float32 4 subtract avx2 0.132765 0.006292 21.10x -95.26%
1920x1080 float32 4 grain_extract scalar 0.136352 0.036459 3.74x -73.26%
1920x1080 float32 4 grain_extract sse42 0.136352 0.007820 17.44x -94.26%
1920x1080 float32 4 grain_extract avx2 0.136352 0.006313 21.60x -95.37%
1920x1080 float32 4 grain_merge scalar 0.134796 0.036315 3.71x -73.06%
1920x1080 float32 4 grain_merge sse42 0.134796 0.007741 17.41x -94.26%
1920x1080 float32 4 grain_merge avx2 0.134796 0.006008 22.44x -95.54%
1920x1080 float32 4 divide scalar 0.136018 0.039301 3.46x -71.11%
1920x1080 float32 4 divide sse42 0.136018 0.010648 12.77x -92.17%
1920x1080 float32 4 divide avx2 0.136018 0.007714 17.63x -94.33%
1920x1080 float32 4 overlay scalar 0.201658 0.062293 3.24x -69.11%
1920x1080 float32 4 overlay sse42 0.201658 0.007692 26.22x -96.19%
1920x1080 float32 4 overlay avx2 0.201658 0.006312 31.95x -96.87%
2560x1440 uint8 3 normal scalar 0.330118 0.106349 3.10x -67.78%
2560x1440 uint8 3 normal sse42 0.330118 0.081797 4.04x -75.22%
2560x1440 uint8 3 normal avx2 0.330118 0.083667 3.95x -74.66%
2560x1440 uint8 3 soft_light scalar 0.433322 0.109966 3.94x -74.62%
2560x1440 uint8 3 soft_light sse42 0.433322 0.084370 5.14x -80.53%
2560x1440 uint8 3 soft_light avx2 0.433322 0.084680 5.12x -80.46%
2560x1440 uint8 3 lighten_only scalar 0.330505 0.118163 2.80x -64.25%
2560x1440 uint8 3 lighten_only sse42 0.330505 0.082391 4.01x -75.07%
2560x1440 uint8 3 lighten_only avx2 0.330505 0.084070 3.93x -74.56%
2560x1440 uint8 3 screen scalar 0.349637 0.108057 3.24x -69.09%
2560x1440 uint8 3 screen sse42 0.349637 0.081826 4.27x -76.60%
2560x1440 uint8 3 screen avx2 0.349637 0.084819 4.12x -75.74%
2560x1440 uint8 3 dodge scalar 0.347665 0.108866 3.19x -68.69%
2560x1440 uint8 3 dodge sse42 0.347665 0.084566 4.11x -75.68%
2560x1440 uint8 3 dodge avx2 0.347665 0.085386 4.07x -75.44%
2560x1440 uint8 3 addition scalar 0.337686 0.149281 2.26x -55.79%
2560x1440 uint8 3 addition sse42 0.337686 0.082125 4.11x -75.68%
2560x1440 uint8 3 addition avx2 0.337686 0.084262 4.01x -75.05%
2560x1440 uint8 3 darken_only scalar 0.332318 0.124301 2.67x -62.60%
2560x1440 uint8 3 darken_only sse42 0.332318 0.080546 4.13x -75.76%
2560x1440 uint8 3 darken_only avx2 0.332318 0.082363 4.03x -75.22%
2560x1440 uint8 3 multiply scalar 0.332403 0.104409 3.18x -68.59%
2560x1440 uint8 3 multiply sse42 0.332403 0.080611 4.12x -75.75%
2560x1440 uint8 3 multiply avx2 0.332403 0.082326 4.04x -75.23%
2560x1440 uint8 3 hard_light scalar 0.467836 0.172854 2.71x -63.05%
2560x1440 uint8 3 hard_light sse42 0.467836 0.082748 5.65x -82.31%
2560x1440 uint8 3 hard_light avx2 0.467836 0.083212 5.62x -82.21%
2560x1440 uint8 3 difference scalar 0.430457 0.104001 4.14x -75.84%
2560x1440 uint8 3 difference sse42 0.430457 0.080422 5.35x -81.32%
2560x1440 uint8 3 difference avx2 0.430457 0.083199 5.17x -80.67%
2560x1440 uint8 3 subtract scalar 0.361620 0.109494 3.30x -69.72%
2560x1440 uint8 3 subtract sse42 0.361620 0.083191 4.35x -76.99%
2560x1440 uint8 3 subtract avx2 0.361620 0.093616 3.86x -74.11%
2560x1440 uint8 3 grain_extract scalar 0.366712 0.125106 2.93x -65.88%
2560x1440 uint8 3 grain_extract sse42 0.366712 0.084392 4.35x -76.99%
2560x1440 uint8 3 grain_extract avx2 0.366712 0.095296 3.85x -74.01%
2560x1440 uint8 3 grain_merge scalar 0.355942 0.129782 2.74x -63.54%
2560x1440 uint8 3 grain_merge sse42 0.355942 0.083278 4.27x -76.60%
2560x1440 uint8 3 grain_merge avx2 0.355942 0.085941 4.14x -75.86%
2560x1440 uint8 3 divide scalar 0.355892 0.108634 3.28x -69.48%
2560x1440 uint8 3 divide sse42 0.355892 0.083626 4.26x -76.50%
2560x1440 uint8 3 divide avx2 0.355892 0.083326 4.27x -76.59%
2560x1440 uint8 3 overlay scalar 0.440401 0.175531 2.51x -60.14%
2560x1440 uint8 3 overlay sse42 0.440401 0.082579 5.33x -81.25%
2560x1440 uint8 3 overlay avx2 0.440401 0.083293 5.29x -81.09%
2560x1440 uint8 4 normal scalar 0.239254 0.078531 3.05x -67.18%
2560x1440 uint8 4 normal sse42 0.239254 0.010023 23.87x -95.81%
2560x1440 uint8 4 normal avx2 0.239254 0.009166 26.10x -96.17%
2560x1440 uint8 4 soft_light scalar 0.344790 0.097847 3.52x -71.62%
2560x1440 uint8 4 soft_light sse42 0.344790 0.011981 28.78x -96.53%
2560x1440 uint8 4 soft_light avx2 0.344790 0.010370 33.25x -96.99%
2560x1440 uint8 4 lighten_only scalar 0.248300 0.113104 2.20x -54.45%
2560x1440 uint8 4 lighten_only sse42 0.248300 0.013379 18.56x -94.61%
2560x1440 uint8 4 lighten_only avx2 0.248300 0.011937 20.80x -95.19%
2560x1440 uint8 4 screen scalar 0.257540 0.096051 2.68x -62.70%
2560x1440 uint8 4 screen sse42 0.257540 0.011070 23.26x -95.70%
2560x1440 uint8 4 screen avx2 0.257540 0.010135 25.41x -96.06%
2560x1440 uint8 4 dodge scalar 0.260071 0.101258 2.57x -61.07%
2560x1440 uint8 4 dodge sse42 0.260071 0.014887 17.47x -94.28%
2560x1440 uint8 4 dodge avx2 0.260071 0.010543 24.67x -95.95%
2560x1440 uint8 4 addition scalar 0.246878 0.116464 2.12x -52.83%
2560x1440 uint8 4 addition sse42 0.246878 0.014567 16.95x -94.10%
2560x1440 uint8 4 addition avx2 0.246878 0.010908 22.63x -95.58%
2560x1440 uint8 4 darken_only scalar 0.246128 0.113812 2.16x -53.76%
2560x1440 uint8 4 darken_only sse42 0.246128 0.010999 22.38x -95.53%
2560x1440 uint8 4 darken_only avx2 0.246128 0.010308 23.88x -95.81%
2560x1440 uint8 4 multiply scalar 0.252087 0.099038 2.55x -60.71%
2560x1440 uint8 4 multiply sse42 0.252087 0.010913 23.10x -95.67%
2560x1440 uint8 4 multiply avx2 0.252087 0.010339 24.38x -95.90%
2560x1440 uint8 4 hard_light scalar 0.394495 0.156149 2.53x -60.42%
2560x1440 uint8 4 hard_light sse42 0.394495 0.013264 29.74x -96.64%
2560x1440 uint8 4 hard_light avx2 0.394495 0.010512 37.53x -97.34%
2560x1440 uint8 4 difference scalar 0.340291 0.095032 3.58x -72.07%
2560x1440 uint8 4 difference sse42 0.340291 0.010955 31.06x -96.78%
2560x1440 uint8 4 difference avx2 0.340291 0.010190 33.39x -97.01%
2560x1440 uint8 4 subtract scalar 0.256217 0.097445 2.63x -61.97%
2560x1440 uint8 4 subtract sse42 0.256217 0.014400 17.79x -94.38%
2560x1440 uint8 4 subtract avx2 0.256217 0.010821 23.68x -95.78%
2560x1440 uint8 4 grain_extract scalar 0.247505 0.112569 2.20x -54.52%
2560x1440 uint8 4 grain_extract sse42 0.247505 0.011487 21.55x -95.36%
2560x1440 uint8 4 grain_extract avx2 0.247505 0.010399 23.80x -95.80%
2560x1440 uint8 4 grain_merge scalar 0.260846 0.111507 2.34x -57.25%
2560x1440 uint8 4 grain_merge sse42 0.260846 0.011491 22.70x -95.59%
2560x1440 uint8 4 grain_merge avx2 0.260846 0.010496 24.85x -95.98%
2560x1440 uint8 4 divide scalar 0.253484 0.096042 2.64x -62.11%
2560x1440 uint8 4 divide sse42 0.253484 0.011541 21.96x -95.45%
2560x1440 uint8 4 divide avx2 0.253484 0.010221 24.80x -95.97%
2560x1440 uint8 4 overlay scalar 0.358694 0.156953 2.29x -56.24%
2560x1440 uint8 4 overlay sse42 0.358694 0.013131 27.32x -96.34%
2560x1440 uint8 4 overlay avx2 0.358694 0.010714 33.48x -97.01%
2560x1440 float32 3 normal scalar 0.291706 0.028038 10.40x -90.39%
2560x1440 float32 3 normal sse42 0.291706 0.011759 24.81x -95.97%
2560x1440 float32 3 normal avx2 0.291706 0.009458 30.84x -96.76%
2560x1440 float32 3 soft_light scalar 0.390009 0.038280 10.19x -90.18%
2560x1440 float32 3 soft_light sse42 0.390009 0.013751 28.36x -96.47%
2560x1440 float32 3 soft_light avx2 0.390009 0.011179 34.89x -97.13%
2560x1440 float32 3 lighten_only scalar 0.285290 0.047672 5.98x -83.29%
2560x1440 float32 3 lighten_only sse42 0.285290 0.011931 23.91x -95.82%
2560x1440 float32 3 lighten_only avx2 0.285290 0.010373 27.50x -96.36%
2560x1440 float32 3 screen scalar 0.299300 0.036917 8.11x -87.67%
2560x1440 float32 3 screen sse42 0.299300 0.012491 23.96x -95.83%
2560x1440 float32 3 screen avx2 0.299300 0.010579 28.29x -96.47%
2560x1440 float32 3 dodge scalar 0.311526 0.040863 7.62x -86.88%
2560x1440 float32 3 dodge sse42 0.311526 0.014042 22.19x -95.49%
2560x1440 float32 3 dodge avx2 0.311526 0.011513 27.06x -96.30%
2560x1440 float32 3 addition scalar 0.305467 0.094723 3.22x -68.99%
2560x1440 float32 3 addition sse42 0.305467 0.013851 22.05x -95.47%
2560x1440 float32 3 addition avx2 0.305467 0.011718 26.07x -96.16%
2560x1440 float32 3 darken_only scalar 0.293755 0.048902 6.01x -83.35%
2560x1440 float32 3 darken_only sse42 0.293755 0.012427 23.64x -95.77%
2560x1440 float32 3 darken_only avx2 0.293755 0.010935 26.86x -96.28%
2560x1440 float32 3 multiply scalar 0.310731 0.038299 8.11x -87.67%
2560x1440 float32 3 multiply sse42 0.310731 0.012239 25.39x -96.06%
2560x1440 float32 3 multiply avx2 0.310731 0.010919 28.46x -96.49%
2560x1440 float32 3 hard_light scalar 0.464136 0.101560 4.57x -78.12%
2560x1440 float32 3 hard_light sse42 0.464136 0.014526 31.95x -96.87%
2560x1440 float32 3 hard_light avx2 0.464136 0.011572 40.11x -97.51%
2560x1440 float32 3 difference scalar 0.398167 0.037790 10.54x -90.51%
2560x1440 float32 3 difference sse42 0.398167 0.013092 30.41x -96.71%
2560x1440 float32 3 difference avx2 0.398167 0.011341 35.11x -97.15%
2560x1440 float32 3 subtract scalar 0.295542 0.041833 7.06x -85.85%
2560x1440 float32 3 subtract sse42 0.295542 0.013174 22.43x -95.54%
2560x1440 float32 3 subtract avx2 0.295542 0.010907 27.10x -96.31%
2560x1440 float32 3 grain_extract scalar 0.299362 0.059922 5.00x -79.98%
2560x1440 float32 3 grain_extract sse42 0.299362 0.012956 23.11x -95.67%
2560x1440 float32 3 grain_extract avx2 0.299362 0.010574 28.31x -96.47%
2560x1440 float32 3 grain_merge scalar 0.304873 0.060700 5.02x -80.09%
2560x1440 float32 3 grain_merge sse42 0.304873 0.013211 23.08x -95.67%
2560x1440 float32 3 grain_merge avx2 0.304873 0.010860 28.07x -96.44%
2560x1440 float32 3 divide scalar 0.307314 0.040432 7.60x -86.84%
2560x1440 float32 3 divide sse42 0.307314 0.013488 22.78x -95.61%
2560x1440 float32 3 divide avx2 0.307314 0.011151 27.56x -96.37%
2560x1440 float32 3 overlay scalar 0.408907 0.104575 3.91x -74.43%
2560x1440 float32 3 overlay sse42 0.408907 0.013503 30.28x -96.70%
2560x1440 float32 3 overlay avx2 0.408907 0.011214 36.46x -97.26%
2560x1440 float32 4 normal scalar 0.237552 0.040738 5.83x -82.85%
2560x1440 float32 4 normal sse42 0.237552 0.017789 13.35x -92.51%
2560x1440 float32 4 normal avx2 0.237552 0.015447 15.38x -93.50%
2560x1440 float32 4 soft_light scalar 0.327819 0.052468 6.25x -83.99%
2560x1440 float32 4 soft_light sse42 0.327819 0.019949 16.43x -93.91%
2560x1440 float32 4 soft_light avx2 0.327819 0.017533 18.70x -94.65%
2560x1440 float32 4 lighten_only scalar 0.234236 0.068899 3.40x -70.59%
2560x1440 float32 4 lighten_only sse42 0.234236 0.019345 12.11x -91.74%
2560x1440 float32 4 lighten_only avx2 0.234236 0.017432 13.44x -92.56%
2560x1440 float32 4 screen scalar 0.250057 0.053179 4.70x -78.73%
2560x1440 float32 4 screen sse42 0.250057 0.019990 12.51x -92.01%
2560x1440 float32 4 screen avx2 0.250057 0.017570 14.23x -92.97%
2560x1440 float32 4 dodge scalar 0.254791 0.054406 4.68x -78.65%
2560x1440 float32 4 dodge sse42 0.254791 0.019948 12.77x -92.17%
2560x1440 float32 4 dodge avx2 0.254791 0.017114 14.89x -93.28%
2560x1440 float32 4 addition scalar 0.239435 0.088404 2.71x -63.08%
2560x1440 float32 4 addition sse42 0.239435 0.019633 12.20x -91.80%
2560x1440 float32 4 addition avx2 0.239435 0.017346 13.80x -92.76%
2560x1440 float32 4 darken_only scalar 0.231827 0.061273 3.78x -73.57%
2560x1440 float32 4 darken_only sse42 0.231827 0.018741 12.37x -91.92%
2560x1440 float32 4 darken_only avx2 0.231827 0.016581 13.98x -92.85%
2560x1440 float32 4 multiply scalar 0.237788 0.050689 4.69x -78.68%
2560x1440 float32 4 multiply sse42 0.237788 0.018016 13.20x -92.42%
2560x1440 float32 4 multiply avx2 0.237788 0.016655 14.28x -93.00%
2560x1440 float32 4 hard_light scalar 0.376552 0.112190 3.36x -70.21%
2560x1440 float32 4 hard_light sse42 0.376552 0.020126 18.71x -94.66%
2560x1440 float32 4 hard_light avx2 0.376552 0.016943 22.22x -95.50%
2560x1440 float32 4 difference scalar 0.336373 0.051537 6.53x -84.68%
2560x1440 float32 4 difference sse42 0.336373 0.018731 17.96x -94.43%
2560x1440 float32 4 difference avx2 0.336373 0.017583 19.13x -94.77%
2560x1440 float32 4 subtract scalar 0.250088 0.062082 4.03x -75.18%
2560x1440 float32 4 subtract sse42 0.250088 0.019745 12.67x -92.10%
2560x1440 float32 4 subtract avx2 0.250088 0.017028 14.69x -93.19%
2560x1440 float32 4 grain_extract scalar 0.253690 0.071833 3.53x -71.68%
2560x1440 float32 4 grain_extract sse42 0.253690 0.019346 13.11x -92.37%
2560x1440 float32 4 grain_extract avx2 0.253690 0.016393 15.48x -93.54%
2560x1440 float32 4 grain_merge scalar 0.246909 0.071716 3.44x -70.95%
2560x1440 float32 4 grain_merge sse42 0.246909 0.019680 12.55x -92.03%
2560x1440 float32 4 grain_merge avx2 0.246909 0.016799 14.70x -93.20%
2560x1440 float32 4 divide scalar 0.251923 0.054158 4.65x -78.50%
2560x1440 float32 4 divide sse42 0.251923 0.019721 12.77x -92.17%
2560x1440 float32 4 divide avx2 0.251923 0.016916 14.89x -93.29%
2560x1440 float32 4 overlay scalar 0.351344 0.116015 3.03x -66.98%
2560x1440 float32 4 overlay sse42 0.351344 0.020088 17.49x -94.28%
2560x1440 float32 4 overlay avx2 0.351344 0.017020 20.64x -95.16%
3840x2160 uint8 3 normal scalar 0.738773 0.205412 3.60x -72.20%
3840x2160 uint8 3 normal sse42 0.738773 0.180350 4.10x -75.59%
3840x2160 uint8 3 normal avx2 0.738773 0.187929 3.93x -74.56%
3840x2160 uint8 3 soft_light scalar 0.964534 0.257673 3.74x -73.29%
3840x2160 uint8 3 soft_light sse42 0.964534 0.190000 5.08x -80.30%
3840x2160 uint8 3 soft_light avx2 0.964534 0.191700 5.03x -80.13%
3840x2160 uint8 3 lighten_only scalar 0.716608 0.266441 2.69x -62.82%
3840x2160 uint8 3 lighten_only sse42 0.716608 0.182667 3.92x -74.51%
3840x2160 uint8 3 lighten_only avx2 0.716608 0.187016 3.83x -73.90%
3840x2160 uint8 3 screen scalar 0.793332 0.245283 3.23x -69.08%
3840x2160 uint8 3 screen sse42 0.793332 0.187090 4.24x -76.42%
3840x2160 uint8 3 screen avx2 0.793332 0.191668 4.14x -75.84%
3840x2160 uint8 3 dodge scalar 0.832748 0.256363 3.25x -69.21%
3840x2160 uint8 3 dodge sse42 0.832748 0.196960 4.23x -76.35%
3840x2160 uint8 3 dodge avx2 0.832748 0.201894 4.12x -75.76%
3840x2160 uint8 3 addition scalar 0.793472 0.342378 2.32x -56.85%
3840x2160 uint8 3 addition sse42 0.793472 0.186279 4.26x -76.52%
3840x2160 uint8 3 addition avx2 0.793472 0.189607 4.18x -76.10%
3840x2160 uint8 3 darken_only scalar 0.746644 0.269552 2.77x -63.90%
3840x2160 uint8 3 darken_only sse42 0.746644 0.184881 4.04x -75.24%
3840x2160 uint8 3 darken_only avx2 0.746644 0.188047 3.97x -74.81%
3840x2160 uint8 3 multiply scalar 0.745222 0.248711 3.00x -66.63%
3840x2160 uint8 3 multiply sse42 0.745222 0.188322 3.96x -74.73%
3840x2160 uint8 3 multiply avx2 0.745222 0.192838 3.86x -74.12%
3840x2160 uint8 3 hard_light scalar 1.048269 0.400960 2.61x -61.75%
3840x2160 uint8 3 hard_light sse42 1.048269 0.191594 5.47x -81.72%
3840x2160 uint8 3 hard_light avx2 1.048269 0.192235 5.45x -81.66%
3840x2160 uint8 3 difference scalar 0.970269 0.240398 4.04x -75.22%
3840x2160 uint8 3 difference sse42 0.970269 0.190561 5.09x -80.36%
3840x2160 uint8 3 difference avx2 0.970269 0.185094 5.24x -80.92%
3840x2160 uint8 3 subtract scalar 0.733179 0.229431 3.20x -68.71%
3840x2160 uint8 3 subtract sse42 0.733179 0.185695 3.95x -74.67%
3840x2160 uint8 3 subtract avx2 0.733179 0.187500 3.91x -74.43%
3840x2160 uint8 3 grain_extract scalar 0.802187 0.305090 2.63x -61.97%
3840x2160 uint8 3 grain_extract sse42 0.802187 0.186982 4.29x -76.69%
3840x2160 uint8 3 grain_extract avx2 0.802187 0.187516 4.28x -76.62%
3840x2160 uint8 3 grain_merge scalar 0.767531 0.293006 2.62x -61.82%
3840x2160 uint8 3 grain_merge sse42 0.767531 0.188961 4.06x -75.38%
3840x2160 uint8 3 grain_merge avx2 0.767531 0.191634 4.01x -75.03%
3840x2160 uint8 3 divide scalar 0.771867 0.251909 3.06x -67.36%
3840x2160 uint8 3 divide sse42 0.771867 0.187940 4.11x -75.65%
3840x2160 uint8 3 divide avx2 0.771867 0.189320 4.08x -75.47%
3840x2160 uint8 3 overlay scalar 0.991868 0.395076 2.51x -60.17%
3840x2160 uint8 3 overlay sse42 0.991868 0.191182 5.19x -80.73%
3840x2160 uint8 3 overlay avx2 0.991868 0.195503 5.07x -80.29%
3840x2160 uint8 4 normal scalar 0.545829 0.184110 2.96x -66.27%
3840x2160 uint8 4 normal sse42 0.545829 0.022705 24.04x -95.84%
3840x2160 uint8 4 normal avx2 0.545829 0.020741 26.32x -96.20%
3840x2160 uint8 4 soft_light scalar 0.754019 0.223062 3.38x -70.42%
3840x2160 uint8 4 soft_light sse42 0.754019 0.027060 27.86x -96.41%
3840x2160 uint8 4 soft_light avx2 0.754019 0.023208 32.49x -96.92%
3840x2160 uint8 4 lighten_only scalar 0.519680 0.256060 2.03x -50.73%
3840x2160 uint8 4 lighten_only sse42 0.519680 0.024412 21.29x -95.30%
3840x2160 uint8 4 lighten_only avx2 0.519680 0.023305 22.30x -95.52%
3840x2160 uint8 4 screen scalar 0.573348 0.218859 2.62x -61.83%
3840x2160 uint8 4 screen sse42 0.573348 0.025965 22.08x -95.47%
3840x2160 uint8 4 screen avx2 0.573348 0.023521 24.38x -95.90%
3840x2160 uint8 4 dodge scalar 0.591681 0.227198 2.60x -61.60%
3840x2160 uint8 4 dodge sse42 0.591681 0.029073 20.35x -95.09%
3840x2160 uint8 4 dodge avx2 0.591681 0.023519 25.16x -96.02%
3840x2160 uint8 4 addition scalar 0.546267 0.268234 2.04x -50.90%
3840x2160 uint8 4 addition sse42 0.546267 0.032603 16.76x -94.03%
3840x2160 uint8 4 addition avx2 0.546267 0.024406 22.38x -95.53%
3840x2160 uint8 4 darken_only scalar 0.538300 0.257761 2.09x -52.12%
3840x2160 uint8 4 darken_only sse42 0.538300 0.024503 21.97x -95.45%
3840x2160 uint8 4 darken_only avx2 0.538300 0.023051 23.35x -95.72%
3840x2160 uint8 4 multiply scalar 0.551348 0.223723 2.46x -59.42%
3840x2160 uint8 4 multiply sse42 0.551348 0.024864 22.17x -95.49%
3840x2160 uint8 4 multiply avx2 0.551348 0.023403 23.56x -95.76%
3840x2160 uint8 4 hard_light scalar 0.861331 0.356705 2.41x -58.59%
3840x2160 uint8 4 hard_light sse42 0.861331 0.029618 29.08x -96.56%
3840x2160 uint8 4 hard_light avx2 0.861331 0.023687 36.36x -97.25%
3840x2160 uint8 4 difference scalar 0.770052 0.221747 3.47x -71.20%
3840x2160 uint8 4 difference sse42 0.770052 0.024813 31.03x -96.78%
3840x2160 uint8 4 difference avx2 0.770052 0.023015 33.46x -97.01%
3840x2160 uint8 4 subtract scalar 0.544853 0.224076 2.43x -58.87%
3840x2160 uint8 4 subtract sse42 0.544853 0.032645 16.69x -94.01%
3840x2160 uint8 4 subtract avx2 0.544853 0.024362 22.37x -95.53%
3840x2160 uint8 4 grain_extract scalar 0.564991 0.258003 2.19x -54.33%
3840x2160 uint8 4 grain_extract sse42 0.564991 0.026390 21.41x -95.33%
3840x2160 uint8 4 grain_extract avx2 0.564991 0.023875 23.66x -95.77%
3840x2160 uint8 4 grain_merge scalar 0.616076 0.258988 2.38x -57.96%
3840x2160 uint8 4 grain_merge sse42 0.616076 0.026022 23.68x -95.78%
3840x2160 uint8 4 grain_merge avx2 0.616076 0.023905 25.77x -96.12%
3840x2160 uint8 4 divide scalar 0.606872 0.222622 2.73x -63.32%
3840x2160 uint8 4 divide sse42 0.606872 0.026407 22.98x -95.65%
3840x2160 uint8 4 divide avx2 0.606872 0.023456 25.87x -96.14%
3840x2160 uint8 4 overlay scalar 0.815322 0.359010 2.27x -55.97%
3840x2160 uint8 4 overlay sse42 0.815322 0.028271 28.84x -96.53%
3840x2160 uint8 4 overlay avx2 0.815322 0.023866 34.16x -97.07%
3840x2160 float32 3 normal scalar 0.656187 0.075353 8.71x -88.52%
3840x2160 float32 3 normal sse42 0.656187 0.036245 18.10x -94.48%
3840x2160 float32 3 normal avx2 0.656187 0.029413 22.31x -95.52%
3840x2160 float32 3 soft_light scalar 0.854423 0.099157 8.62x -88.39%
3840x2160 float32 3 soft_light sse42 0.854423 0.041000 20.84x -95.20%
3840x2160 float32 3 soft_light avx2 0.854423 0.036734 23.26x -95.70%
3840x2160 float32 3 lighten_only scalar 0.626930 0.119740 5.24x -80.90%
3840x2160 float32 3 lighten_only sse42 0.626930 0.038848 16.14x -93.80%
3840x2160 float32 3 lighten_only avx2 0.626930 0.032827 19.10x -94.76%
3840x2160 float32 3 screen scalar 0.652922 0.093457 6.99x -85.69%
3840x2160 float32 3 screen sse42 0.652922 0.038030 17.17x -94.18%
3840x2160 float32 3 screen avx2 0.652922 0.033324 19.59x -94.90%
3840x2160 float32 3 dodge scalar 0.659527 0.101666 6.49x -84.59%
3840x2160 float32 3 dodge sse42 0.659527 0.041129 16.04x -93.76%
3840x2160 float32 3 dodge avx2 0.659527 0.033726 19.56x -94.89%
3840x2160 float32 3 addition scalar 0.633578 0.218664 2.90x -65.49%
3840x2160 float32 3 addition sse42 0.633578 0.039127 16.19x -93.82%
3840x2160 float32 3 addition avx2 0.633578 0.035043 18.08x -94.47%
3840x2160 float32 3 darken_only scalar 0.621741 0.120164 5.17x -80.67%
3840x2160 float32 3 darken_only sse42 0.621741 0.038080 16.33x -93.88%
3840x2160 float32 3 darken_only avx2 0.621741 0.033866 18.36x -94.55%
3840x2160 float32 3 multiply scalar 0.638187 0.092972 6.86x -85.43%
3840x2160 float32 3 multiply sse42 0.638187 0.036487 17.49x -94.28%
3840x2160 float32 3 multiply avx2 0.638187 0.032469 19.66x -94.91%
3840x2160 float32 3 hard_light scalar 0.960527 0.233499 4.11x -75.69%
3840x2160 float32 3 hard_light sse42 0.960527 0.042043 22.85x -95.62%
3840x2160 float32 3 hard_light avx2 0.960527 0.034720 27.66x -96.39%
3840x2160 float32 3 difference scalar 0.850302 0.093193 9.12x -89.04%
3840x2160 float32 3 difference sse42 0.850302 0.037534 22.65x -95.59%
3840x2160 float32 3 difference avx2 0.850302 0.032950 25.81x -96.12%
3840x2160 float32 3 subtract scalar 0.650048 0.104967 6.19x -83.85%
3840x2160 float32 3 subtract sse42 0.650048 0.039563 16.43x -93.91%
3840x2160 float32 3 subtract avx2 0.650048 0.033391 19.47x -94.86%
3840x2160 float32 3 grain_extract scalar 0.664236 0.144314 4.60x -78.27%
3840x2160 float32 3 grain_extract sse42 0.664236 0.039454 16.84x -94.06%
3840x2160 float32 3 grain_extract avx2 0.664236 0.034871 19.05x -94.75%
3840x2160 float32 3 grain_merge scalar 0.651603 0.143768 4.53x -77.94%
3840x2160 float32 3 grain_merge sse42 0.651603 0.039439 16.52x -93.95%
3840x2160 float32 3 grain_merge avx2 0.651603 0.034501 18.89x -94.71%
3840x2160 float32 3 divide scalar 0.664447 0.099392 6.69x -85.04%
3840x2160 float32 3 divide sse42 0.664447 0.039792 16.70x -94.01%
3840x2160 float32 3 divide avx2 0.664447 0.034264 19.39x -94.84%
3840x2160 float32 3 overlay scalar 0.880130 0.243370 3.62x -72.35%
3840x2160 float32 3 overlay sse42 0.880130 0.039884 22.07x -95.47%
3840x2160 float32 3 overlay avx2 0.880130 0.033163 26.54x -96.23%
3840x2160 float32 4 normal scalar 0.497074 0.089122 5.58x -82.07%
3840x2160 float32 4 normal sse42 0.497074 0.035832 13.87x -92.79%
3840x2160 float32 4 normal avx2 0.497074 0.033331 14.91x -93.29%
3840x2160 float32 4 soft_light scalar 0.708048 0.115933 6.11x -83.63%
3840x2160 float32 4 soft_light sse42 0.708048 0.042883 16.51x -93.94%
3840x2160 float32 4 soft_light avx2 0.708048 0.036875 19.20x -94.79%
3840x2160 float32 4 lighten_only scalar 0.501809 0.143918 3.49x -71.32%
3840x2160 float32 4 lighten_only sse42 0.501809 0.041987 11.95x -91.63%
3840x2160 float32 4 lighten_only avx2 0.501809 0.036816 13.63x -92.66%
3840x2160 float32 4 screen scalar 0.554163 0.118471 4.68x -78.62%
3840x2160 float32 4 screen sse42 0.554163 0.042583 13.01x -92.32%
3840x2160 float32 4 screen avx2 0.554163 0.037730 14.69x -93.19%
3840x2160 float32 4 dodge scalar 0.554750 0.121384 4.57x -78.12%
3840x2160 float32 4 dodge sse42 0.554750 0.045914 12.08x -91.72%
3840x2160 float32 4 dodge avx2 0.554750 0.039212 14.15x -92.93%
3840x2160 float32 4 addition scalar 0.538423 0.206568 2.61x -61.63%
3840x2160 float32 4 addition sse42 0.538423 0.041433 12.99x -92.30%
3840x2160 float32 4 addition avx2 0.538423 0.038267 14.07x -92.89%
3840x2160 float32 4 darken_only scalar 0.506566 0.141834 3.57x -72.00%
3840x2160 float32 4 darken_only sse42 0.506566 0.039852 12.71x -92.13%
3840x2160 float32 4 darken_only avx2 0.506566 0.036959 13.71x -92.70%
3840x2160 float32 4 multiply scalar 0.515522 0.112691 4.57x -78.14%
3840x2160 float32 4 multiply sse42 0.515522 0.039801 12.95x -92.28%
3840x2160 float32 4 multiply avx2 0.515522 0.038788 13.29x -92.48%
3840x2160 float32 4 hard_light scalar 0.806332 0.247517 3.26x -69.30%
3840x2160 float32 4 hard_light sse42 0.806332 0.042818 18.83x -94.69%
3840x2160 float32 4 hard_light avx2 0.806332 0.036947 21.82x -95.42%
3840x2160 float32 4 difference scalar 0.717962 0.111584 6.43x -84.46%
3840x2160 float32 4 difference sse42 0.717962 0.038853 18.48x -94.59%
3840x2160 float32 4 difference avx2 0.717962 0.035801 20.05x -95.01%
3840x2160 float32 4 subtract scalar 0.496502 0.132935 3.73x -73.23%
3840x2160 float32 4 subtract sse42 0.496502 0.041624 11.93x -91.62%
3840x2160 float32 4 subtract avx2 0.496502 0.037125 13.37x -92.52%
3840x2160 float32 4 grain_extract scalar 0.517440 0.156214 3.31x -69.81%
3840x2160 float32 4 grain_extract sse42 0.517440 0.042348 12.22x -91.82%
3840x2160 float32 4 grain_extract avx2 0.517440 0.036854 14.04x -92.88%
3840x2160 float32 4 grain_merge scalar 0.517705 0.158814 3.26x -69.32%
3840x2160 float32 4 grain_merge sse42 0.517705 0.042122 12.29x -91.86%
3840x2160 float32 4 grain_merge avx2 0.517705 0.035630 14.53x -93.12%
3840x2160 float32 4 divide scalar 0.530333 0.118280 4.48x -77.70%
3840x2160 float32 4 divide sse42 0.530333 0.041515 12.77x -92.17%
3840x2160 float32 4 divide avx2 0.530333 0.036431 14.56x -93.13%
3840x2160 float32 4 overlay scalar 0.749893 0.256803 2.92x -65.75%
3840x2160 float32 4 overlay sse42 0.749893 0.042719 17.55x -94.30%
3840x2160 float32 4 overlay avx2 0.749893 0.036923 20.31x -95.08%

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