Yes.

> On 25 Nov. 2016, at 21:45, Tobias Bley <b...@jpro.io> wrote:
> 
> Hi,
> 
> @Felix: Is there any Github project, demo video or trial to test HPR with 
> JavaFX?
> 
> Best regards,
> Tobi
> 
> 
> 
> 
>> Am 11.11.2016 um 12:08 schrieb Felix Bembrick <felix.bembr...@gmail.com>:
>> 
>> Thanks Laurent,
>> 
>> That's another thing we discovered: using Java itself in the most performant 
>> way can help a lot.
>> 
>> It can be tricky, but profiling can often highlight various patterns of 
>> object instantiation that show-up red flags and can lead you directly to 
>> regions of the code that can be refactored to be significantly more 
>> efficient.
>> 
>> Also, the often overlooked GC log analysis can lead to similar discoveries 
>> and remedies.
>> 
>> Blessings,
>> 
>> Felix
>> 
>>> On 11 Nov. 2016, at 21:55, Laurent Bourgès <bourges.laur...@gmail.com> 
>>> wrote:
>>> 
>>> Hi,
>>> 
>>> To optimize Pisces that became the Marlin rasterizer, I carefully avoided 
>>> any both array allocation (byte/int/float pools) and also reduced array 
>>> copies or clean up ie only clear dirty parts.
>>> 
>>> This approach is generic and could be applied in other critical places of 
>>> the rendering pipelines.
>>> 
>>> FYI here are my fosdem 2016 slides on the Marlin renderer:
>>> https://bourgesl.github.io/fosdem-2016/slides/fosdem-2016-Marlin.pdf
>>> 
>>> Of course I would be happy to share my experience and work with a tiger 
>>> team on optimizing JavaFX graphics.
>>> 
>>> However I would like getting sort of sponsoring for my potential 
>>> contributions...
>>> 
>>> Cheers,
>>> Laurent
>>> 
>>> Le 11 nov. 2016 11:29, "Tobi" <t...@ultramixer.com> a écrit :
>>>> 
>>>> Hi,
>>>> 
>>>> thanks Felix, Laurent and Chris for sharing your stuff with the community!
>>>> 
>>>> I am happy to see starting a discussion about boosting up the JavaFX 
>>>> rendering performance. I can confirm that the performance of JavaFX scene 
>>>> graph is not there where it should be. So multithreading would be an 
>>>> excellent, but difficult approach.
>>>> 
>>>> Felix, concerning your research of other toolkits: Do they all use 
>>>> multithreading or are there any toolkits which use single threading but 
>>>> are faster than JavaFX?
>>>> 
>>>> So maybe there are other points than multithreading where we can boost the 
>>>> performance?
>>>> 
>>>> 2) your HPR sounds great. Did you already try DemoFX (part 3) benchmark 
>>>> with your HPR?
>>>> 
>>>> 
>>>> Best regards,
>>>> Tobi
>>>> 
>>>> 
>>>>> Am 10.11.2016 um 19:11 schrieb Felix Bembrick <felix.bembr...@gmail.com>:
>>>>> 
>>>>> (Thanks to Kevin for lifting my "awaiting moderation" impasse).
>>>>> 
>>>>> So, with all the recent discussions regarding the great contribution by
>>>>> Laurent Bourgès of MarlinFX, it was suggested that a separate thread be
>>>>> started to discuss parallelisation of the JavaFX rendering pipeline in
>>>>> general.
>>>>> 
>>>>> As has been correctly pointed-out, converting or modifying the existing
>>>>> rendering pipeline into a fully multi-threaded and performant beast is
>>>>> indeed quite a complex task.
>>>>> 
>>>>> But, that's exactly what myself and my colleagues have been working on for
>>>>> about 2 years.
>>>>> 
>>>>> The result is what we call the Hyper Rendering Pipeline (HPR).
>>>>> 
>>>>> Work on HPR started when we developed FXMark and were (bitterly)
>>>>> disappointed with the performance of the JavaFX scene graph.  Many JavaFX
>>>>> developers have blogged about the need to dramatically minimise the number
>>>>> of nodes (especially on embedded devices) in order to achieve even
>>>>> "acceptable" performance.  Often it is the case that most (if not all
>>>>> rendering) is eventually done in a single Canvas node.
>>>>> 
>>>>> Now, as well already know, the JavaFX Canvas does perform very well and 
>>>>> the
>>>>> recent awesome work (DemoFX) by Chris Newland, just for example, shows 
>>>>> what
>>>>> can be done with this one node.
>>>>> 
>>>>> But, the majority of the animation plumbing in JavaFX is related to the
>>>>> scene graph itself and is designed to make use of multiple nodes and node
>>>>> types.  At the moment, the performance of this scene graph is the Achilles
>>>>> Heel of JavaFX (or at least one of them).
>>>>> 
>>>>> Enter HPR.
>>>>> 
>>>>> I personally have worked with a number of hardware-accelerated toolkits
>>>>> over the years and am astounded by just how sluggish the rendering 
>>>>> pipeline
>>>>> for JavaFX is. When I am animating just a couple of hundred nodes using
>>>>> JavaFX and transitions, I am lucky to get more than about 30 FPS, but on
>>>>> the same (very powerful) machine, I can use other toolkits to render
>>>>> thousands of "objects" and achieve frame rates well over 1000 FPS.
>>>>> 
>>>>> So, we refactored the entire scene graph rendering pipeline with the
>>>>> following goals and principles:
>>>>> 
>>>>> 1. It is written using JavaFX 9 and Java 9 (but could theoretically be
>>>>> back-ported to JavaFX 8 though I see no reason to).
>>>>> 
>>>>> 2. We analysed how other toolkits had optimised their own rendering
>>>>> pipelines (especially Qt which has made some significant advances in this
>>>>> area in recent years).  We also analysed recent examples of multi-threaded
>>>>> rendering using the new Vulkan API.
>>>>> 
>>>>> 3. We carefully analysed and determined which parts of the pipeline should
>>>>> best utilise the CPU and which parts should best utilise the GPU.
>>>>> 
>>>>> 4. For those parts most suited to the CPU, we use the advanced concurrency
>>>>> features of Java 8/9 to maximise parallelisation and throughput by
>>>>> utilising multiple cores & threads in as an efficient manner as possible.
>>>>> 
>>>>> 5. We devoted a large amount of time to optimising the "communication"
>>>>> between the CPU and GPU to be far less "chatty" and this alone led to some
>>>>> huge performance gains.
>>>>> 
>>>>> 6. We also looked at the structure of the scene graph itself and after
>>>>> studying products such as OpenSceneGraph, we refactored the JavaFX scene
>>>>> graph in such a way that it lends itself to optimised rendering much more
>>>>> easily.
>>>>> 
>>>>> 7. This is clearly not a "small" patch.  In fact to refer to it as a
>>>>> "patch" is probably rather inappropriate.
>>>>> 
>>>>> The end result is that we now have a fully-functional prototype of HPR 
>>>>> and,
>>>>> already, we are seeing very significant performance improvements.
>>>>> 
>>>>> At the minimum, scene graph rendering performance has improved by 500% 
>>>>> and,
>>>>> with judicious and sometimes "tricky" use of caching, we have seen
>>>>> improvements in performance of 10x or more.
>>>>> 
>>>>> And... we are only just *starting* with the performance optimisation 
>>>>> phase.
>>>>> 
>>>>> The potential for HPR is massive as it opens-up the possibility for the
>>>>> JavaFX scene graph and the animation/transition infrastructure to be used
>>>>> for a whole new class of applications including games, advanced
>>>>> visualisations etc., without having to rely on imperative programming of a
>>>>> single Canvas node.
>>>>> 
>>>>> I believe that HPR, along with tremendous recent developments like JPro 
>>>>> and
>>>>> the outstanding work by Gluon on mobiles and embedded devices, could
>>>>> position JavaFX to be the best graphics toolkit of any kind in any 
>>>>> language
>>>>> and, be the ONLY *truly* cross-platform graphics technology available.
>>>>> 
>>>>> WORA for graphics and UIs is finally within reach!
>>>>> 
>>>>> Blessings,
>>>>> 
>>>>> Felix
>>>> 
> 

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