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{
    "profiles": [
        {
            "complex_modifications": {
                "rules": [
                    {
                        "description": "Change input source to Birman Layout.",
                        "manipulators": [
                            {
                                "from": {

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import time
import collections
import functools
import itertools


TIMES = 200
N = 200
M = 10

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First of all, never trust a benchmark which you can't reproduce. You can't reproduce lilliput-bench for the obvious reason: there are no test images. And since this is the benchmark which tests graphics codecs, results heavily depend on exact files modes and even content. So the first, what you need, is create some test data.

Now, with the installation instruction, we can start. This is my results on i5-4430 CPU (the same Haswell architecture as in the original test) and Ubuntu 18.04.1 LTS, running on bare metal. Pillow-SIMD version 5.2.0.post0 compiled with AVX2 running on Python 2.7.

JPEG 1920x1080 header read:  1920x1080,  avg: 0.036190 ms  min: 0.033855 ms  max: 7.170200 ms
PNG 1920x1080 header read:   1920x1080,  avg: 0.040357 ms  min: 0.038862 ms  max: 0.266075 ms
WEBP 1920x1080 header read:  1920x1080,  avg: 0.678090 ms  min: 0.149965 ms  

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/* 
// Copyright 2012 2016 Intel Corporation All Rights Reserved.
// 
// The source code, information and material ("Material") contained herein is
// owned by Intel Corporation or its suppliers or licensors, and title
// to such Material remains with Intel Corporation or its suppliers or
// licensors. The Material contains proprietary information of Intel
// or its suppliers and licensors. The Material is protected by worldwide
// copyright laws and treaty provisions. No part of the Material may be used,
// copied, reproduced, modified, published, uploaded, posted, transmitted,

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#!/usr/bin/python

import sys
import time
from PIL import Image, ImageFilter, PILLOW_VERSION

class Timer:
    def __init__(self, name):
        self.name = name

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  window.getDevicePixelRatio = function () {
    var ratio = 1;
    // To account for zoom, change to use deviceXDPI instead of systemXDPI
    if (window.screen.systemXDPI !== undefined && window.screen.logicalXDPI !== undefined && window.screen.systemXDPI > window.screen.logicalXDPI) {
      // Only allow for values > 1
      ratio = window.screen.systemXDPI / window.screen.logicalXDPI;
    }
    else if (window.devicePixelRatio !== undefined) {
      ratio = window.devicePixelRatio;
    }

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from __future__ import print_function

import gc
import traceback
import types
from tornado import web, ioloop, gen
from tornado.http1connection import HTTP1ServerConnection


def find_circular_references(garbage=None):

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/*
 * Copyright 2013 Google Inc.
 *
 * Use of this source code is governed by a BSD-style license that can be
 * found in the LICENSE file.
 */

#include "Benchmark.h"
#include "SkBlurMask.h"
#include "SkCanvas.h"

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from scandir import scandir

def recursive_scandir(dir):
    stack = []
    it = scandir(dir)
    while it or stack:
        it = it or stack.pop()

        try:
            item = next(it)

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#!/usr/bin/env python

from __future__ import print_function
import sys
import gc
from scandir import scandir


def recursive_scandir(dir):
    stack = []