M1 Pro / Max - How Apple DESTROYED Intel i9

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How are M1 Pro & M1 Max so fast?!
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2 icestorm high efficiency cores. Up to 8 firestorm high performance cores. Up to 32 G13 graphics cores. 16 Neural Engine cores. With up to 64 GB of unified memory and 400Gbps bandwidth to keep it all fed. A new display engined not just to drive XDR displays, but multiple XDR displays, a third thunderbolt and USB controller for more I/O, a new media engine for super fast, ultra efficient H.264, HEVC, and ProRes encode/decode. Up to 57 billion transistors. And maybe, just maybe, our first glimpse at what’s coming next for the iMac Pro and full-on Mac Pro.
These are the M1 Pro & M1 Max, Apple's new MacBook Pro silicon, explained!
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🖥 Latest M1 & M2 Mac: • M2 MacBook (Air) Previ...
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4 дек 2021

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Комментарии : 220

@ReneRitchie 2 года назад

☎️ SAVE on your phone bill with rene.ting.com and get a $25 credit! 🖥 Latest M1 & M2 Mac: ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-7z8Xy0SsWqk.html 🍪 Latest Apple Silicon: ru-vid.com/group/PL3XJJi5sAjD3IOyW5k_CObxQse3JlPI4A 🤔 Which Apple Silicon Mac should Apple release next?

@denizcancgsar2810 2 года назад

Sölxlxşdsç loşlaş şey ad,vcA

@ChinchillaFur 2 года назад

This is where Renee Really shines as a journalist vs. the folks who are just rumor mongers.

@EricAlHarb 2 года назад

God he writes like he has verbal diarrhea

@mitchjames9350 2 года назад

Sounds more like an Apple PR masquerading as a Independent Blogger/Vlogger.

@billhart9832 2 года назад

@@mitchjames9350, shhh! Not too loud or Apple may just take Rene in house.

@danieldosen5260 2 года назад

Journalist? I like Apple products, but his cloying videos are a bit much... Also - nothing new in this video. Is his hidden message here that Apple won't be able to maintain that chip lead?

@mitchjames9350 2 года назад

@Joe you mean still do apple videos praising them. I don’t follow him and Max Tech seriously when it comes to reviews on Apple products though Renee is much more honest on there flaws but I do take into consideration Renee’s information on Apple Products.

@matthewmspace 2 года назад

Here's an extra detail about how good these computers are. We have designers at my office. I upgraded one of them from a top-of-the-line 16" MBP with an i9 and max RAM. Took them 2.5 hours or so to render an 8K image. I upgraded them recently to the top-of-the-line M1 Max chip with a 32-core GPU and 64 GB of RAM. It now takes them 15 minutes to render that same 8K image. These chips are such a massive improvement over Intel, it's silly.

@ReneRitchie 2 года назад

I hit render on this video, made some coffee, and it was done!

@neo_aliaga 2 года назад

It's amazing how fast these chips are, isn't it?

@masterdoge17 2 года назад

@@neo_aliaga it's really great. It really shows what dedicated encoders and decoders can do along with a great CPU and software

@neo_aliaga 2 года назад

@@masterdoge17 Agreed!

@carholic-sz3qv 2 года назад

Lol...... you mean the old 14nm old intel chip compared to the latest apple 5nm chips right! No wonder there is a difference.

@billhart9832 2 года назад

Rene, slaloming through a dozen generations of core names, capabilities, process architectures, and implementations is Olympic gold-medalist easy for you and a GoPro thrill ride for us viewers. Even with captions enabled I frequently find myself pausing and rewinding to capture what you just said without a single stutter or misstep! Amazing! Thanks for the thrill ride!

@neo_aliaga 2 года назад

Same here! I've been using captions and pausing and rewinding to capture in detail what Rene was saying. And what else I can say? Apple is killing it! 🔥

@RobStevens64 2 года назад

The magic of editing. He's just learned how to hide many of those edits so it looks seamless for y'all. He's a Pro. Max, even.

@billhart9832 2 года назад

@@RobStevens64, no doubt, to a certain extent. However, there is also the likelihood that Rene’s level of familiarity is “Pro Max”, making the complex look routine. The net results are smooth.

@Tech-geeky Год назад

Acronym-soup.. yum yum.

@asmodon 2 года назад

I could listen to Rene reading out code names and numbers for hours.

@ClumsyPsychopath 2 года назад

M1 was the tipping point. And now I'm a slave to the apple ecosystem.

@neo_aliaga 2 года назад

Hahahaha. Welcome to the Apple club, bro! XD

@964cuplove 2 года назад

Im here since my powerbok160…

@ImGeraldBurns 2 года назад

Lmao pretty much. I’ve pretty much always had an iPhone since the iPhone 4, but once the M1 Max came I actually decided to switch from windows. Now I have an apple 4K tv, HomePod, AirPods max, Apple Watch, MacBook Pro and even HomeKit accessories such as Nanoleaf smart bulbs smh. I’m not disappointed tho.

@3monsterbeast 2 года назад

i would love to hear about the A5X new ipad story!!!

@ReneRitchie 2 года назад

Awesome, will add it to the list!

@AnileshSharma 2 года назад

Even though I have been a developer for more than a decade and a computer science student for even longer, I struggled to keep up with the amount of information Rene dished out in the video. More than a technical reporter, you were like an esoteric professor. Deeply appreciate this video. Truly incredible job.

@greghudson3434 2 года назад

Great video Rene, keep them coming!!!! 300K is almost here, seems like just yesterday it was 200K. Hopefully this time next year it will be over 500K subs. Love your channel and watch each and every video. So nice to watch someone who truly gets it, I don't mean drinks the cool aid but truly understands the tech and where and why Apple is going in a specific direction.

@jeffhale1189 2 года назад

Thanks for this deep dive! I enjoyed your video very much. Blessings on your day.

@evansobare5991 2 года назад

This is quality content. Rene knows what he is talking about and he shares that knowledge in a very consumable manner. I'm loving how much I learn from this videos... Great Job👍

@genebrown2331 2 года назад

Great job Rene, superior attention to detail.

@studiosnch 2 года назад

What's both scary and exciting here is how the scalability allows Apple to basically turn its vertical hardware architecture to return to what Steve laid out upon his return to Apple: 2 user categories, 2 setups - and 4 devices that just focus on the best of their category. Couple that with the adoption of an orthodox Bauhaus mentality on product design and user experience.

@darrene.mathews5566 2 года назад

This was a dense video in terms of the information and the detail. I will need to watch this again, and take notes. As ever, your explanations are top-notch, Rene.

@BootStrapTurnerVideography 2 года назад

I have the binned 14” MBP 24-Core M1 Max, amazing balance of power and performance between the M1 Pro and Full M1 Max, especially since 32-core is limited in 14” MBP compared with 16” with larger cooling solution.

@ReneRitchie 2 года назад

Yeah, it's a really good middle ground! What are you primarily using it for?

@BootStrapTurnerVideography 2 года назад

@@ReneRitchie 3D modeling with Blender and Video editing/FX with Blackmagic Design FusionFX studio and DaVinci Resolve Studio. Will be interesting to see Metal performance in Blender 3.1 when it’s released, Metal is an important future update for Blender and Apple has chipped in on the project.

@utubekullanicisi 2 года назад

A 14" MBP with the 24-core M1 Max & 32GB RAM would be my dream computer (yes, no 64GB RAM because I can't afford that even in my dreams).

@qmkut9121 2 года назад

How do you find the battery life on that setup?

@thebusinessfirm9862 2 года назад

Brilliant video, mate. Thanks for making it.

@ReneRitchie 2 года назад

Thanks for watching!

@Phillip1220 2 года назад

Love your chip deep dives.

@ReneRitchie 2 года назад

Thanks so much, what would you like to see next?

@BrentCooper8 2 года назад

Love the deep dives!

@ForestCinema 2 года назад

The enduring question in my filmmaker mind is where they will land with the performance oriented iMac models, specifically with the monitor. If it is on par with the XDR, unlocking real HDR content creation, I’m all in. The flip-side is where they will land with performance oriented Minis, because a juiced up Mini with an XDR could still end up being the HDR golden ticket, especially if the iMac monitor turns out to be lower nits.

@kninezbanks 2 года назад

The M1 Max Duo is what many filmakers will love the most.......20 Core CPU, 16 High performance cores + 4 Efficiency Cores....On par with AMDs 16 Core 5950X.....and Intels i9-12900K.......Plus a 64 Core GPU, when unoptimized will be on par with a desktop RTX 3060/3070......with optimization, on par with a Desktop 3080/3090........128GB of Unified Memory.......Up to 60 4K Pro-res streams, and 14 8K Pro-res streams.......6 Thunderbolt Ports....Support for 8 Pro XDR Displays.......Maybe even up to 4 upcoming 8K Pro XDR Displays............All in a small form factor (under 200W).

@pierre1114 2 года назад

Incredible and extremely simple to follow vision of the journey…thank you.

@Ryan-yw8iz 2 года назад

I would love to see “a day in the life of Rene” Happy Holidays!! ❤️ 🥰

@shaywthomson 2 года назад

Great video. I didn't understand half of what Rene covered, but I definitely learned some new things. =)

@robblincoln2152 2 года назад

Rene, when will Apple silicon get dedicated ray tracing acceleration and will it be through the GPU or dedicated logic block acceleration?

@88omarz 2 года назад

Waiting for my M1 Pro Max with SSD4TB, 32 Core. I like the ability to have max memory AND max graphic soo went with 64GB. Using it for hybrid work, photography and graphic designs, some audio computation with VST’s. Can’t wait😊

@peterdevil1545 2 года назад

buy at least champagne when it finally comes, its amazing I have mine for few days now

@88omarz 2 года назад

@@dinfernosev Thanks not doing c++ just running software mostly.

@peterdevil1545 2 года назад

@@dinfernosev who would possibly need c++

@peterdevil1545 2 года назад

@@dinfernosev yeah and im Pocahontas, and its not OSX lol

@krishsoni391 2 года назад

Hey, I just got the MacBook Pro M1 Max and I am a apple user but never bought a MacBook Pro so I wanted to know is this year a good buy for the long term or should I wait for next year I will be keeping it for a long time

@simonchurch. 2 года назад

That’s insane, then again I was impressed at the commodores Amiga Paula, Angus and Denise chips lol

@Lacrom23 2 года назад

Great video! Waiting for iMac Pro, very curious what they got

@NObbie 2 года назад

Yo, Renee wanna address why apple silicon is slow when it comes to H264 workflow ? Compared to H265 and Prores

@victor8192002 2 года назад

Outstanding report! Best "invest in Apple" piece I've seen. Just nice to see product development and execution done so very right.

@davidhorinek 2 года назад

Great job Rene!

@danieldosen5260 2 года назад

"Apple passes on those savings..." - That made me laugh.

@babepp2813 2 года назад

I have a question, M1 max can provide 400 gbs only with 64 gb of ram? when i see the teardown of the chip the interface at 512 bit is suddivied in 4 one for cluster of ram

@julcmar897 2 года назад

Let’s get that A6 va A6X video. I remember seeing tons of frustrated customers that didn’t get that typical 12 months (at that time) of iPad refresh.

@CWGriswald1492 2 года назад

I love how you frame Apple selling binned chips as a benefit to the consumer and not Apple's balance sheet

@ilikejenna 2 года назад

Love your videos and so much information presented so gracefully! Any plans on a video for potential pc gaming, especially with how powerful the M1 Max gpu is?

@TheOnjLouis 2 года назад

I picked up the 14Inch 24-core M1 Max with 64GB RAM for my Logic setup. I couldn’t figure out any other way to save a little money, and I personally can’t see, so massive graphics didn’t seem like a huge benefit to me. It seems that, from what Max Tech and a few others have said, this is one of the better, but least talked about configurations.

@mitchjames9350 2 года назад

Max Tech is just a Apple sellout, he just makes videos on pushing Apple products with fake reviews. Renee is the same to an extent but is more honest on flaws with Apple products.

@sonabagchi7194 2 года назад

@@mitchjames9350 just check his videos then decide

@qmkut9121 2 года назад

How do you find the battery life on that combination?

@TheOnjLouis 2 года назад

@@qmkut9121 Hi there. As yet I haven’t been anywhere to put it through it’s paces, as I haven’t had any gigs on which I’ve taken this machine. I will do that hopefully next year. Music industry right now is a bit dead for obvious reasons, so haven’t had much need to see how it would fair, as it were. I will, now you’ve reminded me of it however, do the ‘deep-cycle’ test, IE, using it under normal conditions at my desk, but unplugged. Thanks for the reminder haha.

@h4x0y 2 года назад

I remember the retina iPad 3 being slow from the get go. Would be fun to see a vid on that!

@MikeSparksMusic 2 года назад

This is a great retrospective of the “A” processors. Not many people have covered this topic so thoroughly (that I am aware of). I would love to hear about the iPad 3/iPad 4 story.

@taidee 2 года назад

The analyzer at work, so informative 😎

@scottstewart5784 2 года назад

You are the master of the transition into the sales pitch.

@SinisterIcyBlack 2 года назад

And we are only in year 2 of the 3-year transition away from Intel. Amazing.

@Ka_T_ya 2 года назад

Gary Sims from Gary Explains , insists that the GPU cores in Apple Silicon even now are Power VR ,just ditching the name due to silent assimilation or something. Curious about your thoughts on the topic, what exactly are the GPU cores in the current Apple Silicon and how related are they to PowerVR.

@ReneRitchie 2 года назад

Apple switched to custom shader cores with the A11, if memory serves, and full on Custom GPU cores with the A12. They have a licensing deal for Imagination IP, though, much like they have one for ARM IP and Qualcomm IP, which means they can use technologies patented by Imagination in their own GPU designs

@Ka_T_ya 2 года назад

@@ReneRitchie thanks for the clarification 🙏

@DavidBakhash 2 года назад

I’d LOVE a video about the iPad 3/4 controversy!!

@randocalrissian9217 2 года назад

A video so nice I watched it twice.

@stephenrodwell 2 года назад

Thanks!

@Evie0133 2 года назад

2:55 Rene: Origin forme and Altered forme. Giratina: 👀

@PaulVandersypen 2 года назад

Rene, just a head's up about your subtitles: when speaking about chips, the words are die and dies, not dye and dyes. We aren't talking about colour pigments here! Also, later in the video, the subtitles talk about Max instead of Macs a few times.

@rodneyturnerphoto 2 года назад

I'm wondering what hardware Apple will put into a new Apple TV? Maybe A15-ish. All this new hardware is amazing. Looking forward to the rest of the high end Pro devices.

@JesseOsmerproductions 2 года назад

Awesome look at the M1. Thank you.

@Joel11111 2 года назад

13:46 I think a while back anandtech tested this and found that the M1 Max CPU by itself can only take advantage of ~220 GB/s of memory bandwidth. I haven't checked for a while to see if there are any updates to this, but I think it's not quite true to say that all the components of the chip can take advantage of 400 GB/s.

@greyspaniard 2 года назад

Thanks for sharing. I saw that report by Anandtech as well

@fitchmultz 2 года назад

Amazing video

@peat381low8 2 года назад

Still Rocking an A12X Bionic here. It’s still kicking everything in the dust.

@sharonb.9128 2 года назад

Great video. I bought that iPad 3. I was furious with Apple and assumed they brought out another after only 6 months to switch the connector from the 30 pin to Lightning.

@mchief40 2 года назад

I’d like to know more about the iPad 4 and the A6X chip please!!!

@user-ms8qg2rz5s 2 года назад

What if iMac Pro are some Apple never done before ? Using some PCIE like slot, user can update the SOC card in the future? That PCIE like slot are also use on Mac Pro as well? iMac Pro come with 2 slots and Mac Pro come with 6 or sth like that ?

@Winkoo6 2 года назад

There is no reason to put PCIe slots to upgrade the SoC, the PCIe 4.0 x16 have 32GB/s transfer limit, the current unified memory on M1 Max can reach 400GB/s transfer limit. You will need at least PCIe 8.0 x16 to match the speed with the current unified memory, everything else under that just slow down your machine.

@user-ms8qg2rz5s 2 года назад

@@Winkoo6 I mean something like PEIC, not really the PCIE. Intel made a PCIE cpu card, this type of slot might be the future

@Winkoo6 2 года назад

@@user-ms8qg2rz5s Intel also working on their ARM based chip. And if anybody will ever release any ARM based technology with the PCIe expandability, you will see the result why it's not a good idea to downgrade the transfer speed to increase the computing capacity.

@JCU84 2 года назад

I’m looking forward to what they can do with a M1 pro/max Mac mini’s

@vtvita 2 года назад

Typo Alert! The graphic at 9'10" should read M1 MAX on the 3rd line. Otherwise, so far, this video of yours is Amazing. Finished. I'm exhausted. I'm sending another donation.

@MarkNeri 2 года назад

Yes to iPad 3-4 transition details please!

@byronservies4043 2 года назад

I wonder if there isn't room on the right of that processor family chart for a quad version.

@leonardsmith82 2 года назад

I just made my first Mac purchase and that was the MacBook pro 16 inch M1 pro. It's an amazing laptop 😁 I'd like to see what the next M processor would look like.. I'd probably pull the trigger on a Mac desktop when they release the M2 or M2 pro/max.

@brahmy8503 2 года назад

Yes! We need the “New iPad” story! I would all-caps LOVE to see a video on that.

@LongPeter 2 года назад

I love the logic. Why is it that powerful? Because it is so cool!

@ReneRitchie 2 года назад

It's a pun on the M1 running much cooler than the Intel chipsets :)

@LongPeter 2 года назад

@@ReneRitchie It sure is :) I just got a 2020 M1 Air so "I love the logic" is also technically a pun. I didn't realise it was unplugged at the wall for half the day because it just sat on 100% battery.

@ProudHumanism 2 года назад

Please tell us more about the whole A6X

@dubrockn 2 года назад

Prediction before I watch this video: Rene will say “thanos snap”.

@ReneRitchie 2 года назад

No bezels in this video, alas!

@Dobbyle 2 года назад

i DO want to heat more about that ipad A6X story, for sure!!

@ThomasKelly. 2 года назад

The iPad 3 should have had the A6X from the beginning rather than the A6X going to the iPad 4. I got the iPad 3, and never used it much after a month. My iPhone 5 was so fast with the new A6 (3x faster than A5), that I just stopped using the iPad 3. It still sits in a drawer.

@quantuminfinity4260 2 года назад

Yes, more of the A5X A6X story explained in the Rene way!

@DannyMercer1993 2 года назад

I do want to hear the iPad 3 story. It was my first iPad. And I didn’t buy another one until two years ago because it was so disappointing.

@NexGen-3D 2 года назад

I still remember my first Power VR PCI accelerator card paired with my top of the line Matrox display card and fired up using a custom command line, original Quake GL, it performed awesome and totally destroyed my older Voodoo 1 card :) OMG how old am I?

@gyratgoldenwing1637 2 года назад

x86 has limitations on its abilities to process instructions. it cannot scale beyond this bandwidth other than to speed up the clock cycles.

@deshaard 2 года назад

you really broke it down!!!

@MightyRob1 2 года назад

I determined that the new M1 Pro & Max computers were not for me when I also admitted that I have no idea what ProRes is.

@DDuMas 2 года назад

You know what, as a place for mac stuff, I have a sneaky suspicion that macOS Monterey is the same a Big Sur with cosmetic, minor updates and extra features and software built in. Since it's release it hasn't had any software updates. Has anyone ever heard of an os go this long since launch without updates? I hope I'm wrong because it's very disruptive to install a new OS. For me a bit more so, because I have an OCD about clean installing them. Still, I'm glad that apple solved the kernal panics that were happening on apple M1 macs. I've noticed that has happened for some time for me.

@jberg5441 2 года назад

I'd like to hear more about the whole Ipad3/Ipad4 thing

@holotape 2 года назад

Definitely want to hear about the short-lived iPad 3

@olbuck 2 года назад

Sorry, I am not worthy. Had to turn off the fire hose a couple of thimes to let the flow sink in. That is quite the info stream! Don't you every stutter!? Great info.

@NasaRacer 2 года назад

Wish they would have gave some love to AV1 HW encode/decode. 🤷🏻‍♂️

@DKGCustom 2 года назад

Binning concerns me.... how can we be sure that the rest of the chip, or ANY chip is functioning perfectly or is it just down to luck

@scottstewart5784 2 года назад

They thoroughly test the function of each chip. if it's perfect - fine. If it has a block or two not functioning, it may qualify as a lesser version. If not they trash it. Having a chip with a bad block or two (that we didn't pay for) doesn't mean our other blocks are at increased risk of failing, or that we may have other non-functioning blocks. It's like baking soufflés for a large gathering - you bake 25 if you need 20, and if three deflate, that doesn't mean the rest are bad. You sold 20 and delivered 20.

@djsnowpdx 2 года назад

1:33 ahem, that doesn’t sound right. Half a terabyte of RAM?

@jeriessilbak658 2 года назад

Ill just throw this out there M1X pro/M1X max for the desktops 🎈

@Phillip1220 2 года назад

Please do a CoWoS explainer.

@ReneRitchie 2 года назад

Oh wow, chip on wafer... that'd be something interesting to tackle!

@rakeshraaj5620 2 года назад

@@ReneRitchie apparently, this CoWos tech is what apple uses for the future mac pro. It's build into a chip.

@cjerryvargas6802 2 года назад

Question, how mentioned the phrase "serious pros" in your recent video. Can you explain what you mean? Is a "RU-vidr" considered a serious pro?

@heyheyhey520 2 года назад

Can I get a video about what the heck they were thinking when they called it the ‘new’ iPad. That name was WILD.

@eldritchboyfriend 2 года назад

i want the 4th gen iPad story!

@winninglifeyo 2 года назад

Yes I want to hear the iPad 3 to iPad 4 rushed release

@realracer0353 2 года назад

To be honest I had no idea you were Canadian LOL

@dhhrrruuuuv5465 2 года назад

The iPhone cameras are capped to 12 megapixels and that'sfine. But when i do check details of my shots. Most of the rearcamera shots are 9 megapixels, and the front camera picturesbe like 5 megapixel quality photos. Only 1 out of a 100 stand outto be a 12 megapixel photo. Why so???

@SurpriseMechanics 2 года назад

These new processors are cool and all but I’m probably not going to buy a new Mac until bootcamp works with the M series.

@eraldway 2 года назад

My A5X iPad as so bad. Apple ended up replacing it for me with the iPad 4.

@galerinha 2 года назад

13:49 it's not unheard of, this is used in Xbox and Playstation consoles.

@Solstice42 2 года назад

Can you tell me why my M1MAX 14" laptop can't seem to get Safari to scroll smoothly? It stutters like Window95 ... very dissapointed :( @Apple says, clear your browser history - funny, Chrome scrolls fine!

@ps3301 2 года назад

Will wait for macmini M3 in 2023 built on tsmc 3nm node.

@DDuMas 2 года назад

I was going to ask if the concept of the Mac Pro is redundant, but Mac Pros are designed to work far more ram than even the M1 Max uses.

@NateTheMeh 2 года назад

Rene the G O A T

@hgeldenhuys 2 года назад

Yes!! 🤩

@TheStopwatchGod 2 года назад

The M1 Max can actually use up to 100 watts of power (in High power mode only) 29 watts for the CPU 46 watts for the GPU (32 core GPU) ~20 watts for 64GB of memory (10 watts for 32GB config) 5 watts for other systems (Neural Engine, Media Engine, etc) The M1 Pro can use up to 65 watts of power 29 watts for the CPU (10 core CPU) 23 watts for the GPU (16 core GPU) 9? watts for 32GB of memory (4-5 watts for 16GB config) 4 watts for other systems. The M1 can use up to 30! watts of power 15 watts for the CPU 10 watts for the GPU (8 core GPU) 3 watts for 16 GB of memory (even less with 8GB) 2 watts for other systems For comparison, the cooling system in each Mac can handle: Apple Silicon Macs: ~100 watts for 16-inch MacBook Pro (M1 Max) ~85 watts for 16-inch MacBook Pro (M1 Pro) ~80 watts for Mac mini ~50? watts for 14-inch MacBook Pro. ~25? watts for 13-inch MacBook Pro ~25? watts for 24-inch iMac ~10 watts for 13-inch MacBook Air Intel Macs: 250? watts for 27-inch iMac* 1400 watts for Mac Pro* 80 watts for Mac mini *These numbers are under the assumption that the dedicated GPU(s) is/are being stressed

@hazyb91 2 года назад

The iPad history lesson was a bit much.

@francesconicoletti2547 2 года назад

I think what I need is not a waterfall of apple branding, but a graphic that displays when each technology was introduced at what power level and its increase in power over time. Obviously when it is introduced it a pice of technology would be good. If chip density is a major factor in the design add that too. I have a feeling that behind all the branding clutter is a mercilessly continually optimised processor core, a slightly later designed graphics core & and ai core all designed to be run in multiple parallel blocks and all run on the best bleeding edge hardware money can buy.