NVIDIA Jetson Xavier NX Review - It's A Beast!
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- Опубліковано 5 вер 2024
- In this video, we take look at the all-new NVIDIA Jetson Xavier NX developer kit!
This little board is the big brother of the Jetson Nano and rightfully so!
With a 6-core NVIDIA Carmel ARM®v8.2 64-bit CPU backed by a 384-core NVIDIA Volta™ GPU with 48 Tensor Cores on paper this looks like a very capable machine.
In this video we unbox go over the specs test out some developer demos then move on to see how this thing handles everyday use and finally wrap it up with some Gamecube emulation using the Dolphin emulator!
Of course, this is a Raspberry Pi killer but its hard to compare the two because of the huge price difference.
Learn More Here: nvda.ws/3bqcNEx
NVIDIA Jetson Xavier NX Specs
CPU: 6-Core NVIDIA Carmel ARM v8.2 64-bit CPU 6 MB L2 + 4 MB L3
1.4Ghz in 4/6-core mode, or 1.9Ghz in Dual-Core Mode
GPU: NVIDIA Volta with 384 CUDA Cores and 48 Tensor cores
Ram: 8GB 128-bit LPDDR4x 51.2GB/s
Storage: MicroSD + M.2 Key M NVMe SSD
Video Encode 2x 4Kp30 | 6x 1080p 60 | 14x 1080p30 (H.265/H.264)
Video Decode 2x 4Kp60 | 4x 4Kp30 | 12x 1080p60 | 32x 1080p30 (H.265)
Camera Connection: 2x MIPI CSI-2 D-PHY lanes
Connectivity: Gigabit Ethernet, M.2 Key E (WiFi/BT included)
Display: HDMI and DP
USB 4x USB 3.1, USB 2.0 Micro-B
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This video and Channel and Video are for viewers 14 years older and up.
THIS VIDEO IS FOR EDUCATIONAL PURPOSES ONLY!
#NVIDIA #JETSON #SBC DISCLAIMER: Under section 107 of the Copyright Act 1976, allowance is made for “fair use” for purposes such as criticism, comment, news reporting, teaching, scholarship, education, and research. No Games Or Applications Are Included Or Added On Or To Any Device In This Video
Depending on latency, this could theoretically be a pretty good device for tracking motion in VR gaming.
Its even pre trained by Nvidia
@@idcrafter-cgi for me nvidia are top dog. Everything they make is always a quality product and anything that has nvidia in will always be a good product. That is just my opinion though. 👍
I think this is based on the same tech behind their Drive platform for vehicle autopilot, so with the right software the latency should be no problem.
Nah. I'm using an 8K logic gate FPGA, ESP32-S2, IR camera, and MPU9650 for that. The FPGA is just for video transcoding and sensor fusion motion vectors. Using an FPGA drives the cost of inside-out tracking way down.
Generally hooking an Xbox kinnect up to a PC is a lot more cost effective and accurate than something like this could be , at least as far as I've seen.
It really amazes me to see so much development happening in this industry. Thanks for sharing this. :)
Yet I'm amazed at the lack of development in nursing homes and hospitals
Murican priorities
@@janeblogs324 if you care so much why don't you develop them
ETA Prime has probably 5mill views out of the 6mil on Big Buck Bunny lol.
😂
Nah
@@ETAPRIME I'd like to see if one of these things can run Second Life and I want to know just how badly it lags lol.
the fact that you can do all of this on such a small computer is both amazing a and scary as f... :S
China intensifies
surveillance state....... Definitely scary
The Jetson with its pose estimation would make for an epic full body tracking system in VR, especially since it has twin Camera Serial Interface (CSI) ports
Either through those, or USB cameras.
I got so excited about the Jetson Nano that I bought 2 of them. It wasn't really as powerful as I expected, and power supply issues are a pain. This looks like it fixes everything that I didn't like with the Nano, but at a higher price. I got burned with the Nano though so while I'm tempted to buy this, I'm holding off.
They need to release a new Shield Pro with this exact hardware in it.
I just realized where that sound in your intro comes from. Altered Beasts was one of my favorite games on the sega!
I always want to turn up the sound for the intro, such a fun game.
The way ETA PRIME gently moved his finger on the box after 0.05 you know he loves this device
00:05
Great review! About the video decoding experience, both the browser and the standalone player were using the CPU, which is not using the board’s potential. In order to do so, you need to configure a codec offloading environment such as VAAPI or VDPAU. You can run two simultaneous 4k 60fps streams that way, while using 0% CPU.
13:08 the reason is UA-cam delivers videos in 1440p and above in VP9 or AV1 only, which is purely caused by too big bandwidth impact on their side and infuriating for me as only relatively new PC hardware has hardware decoding support for VP9 (newer Intel and Nvidia GPUs only) and AV1 hardware decoding is nonexistent. So here I am with my Atom/Jaguar mini ITX HTPCs, that have no problem with decoding h264 content to my 4k TV, but can't work with UA-cam...
I seriously hope the next Raspberry (5 or whatever it's gonna be called) will have VP9+AV1 hardware decoding.
Yo dude, try h264ify extension on chrome/firefox, if u don't know it already can be helpful, it should force the h.264 decode istead VP9, also u can access 30 fps in 60 fps content, all should reduce the cpu usage.
It's software issue. Nvidia Shield handles VP9 4k 60fps just fine.
You clearly don't understand why VP9 and AV1 existed, go find your self some video comparisons, not everyone like to enjoy video fill of mosaic like you do my friend
@@MrOoh50 h264ify works for 1080p and below, but not for 1440p and above, because YT only delivers those resolutions in VP9 or AV1.
Security camera systems that can add the object detection for alerts. Such as packages, deliveries, neighbors, etc.
I was just thinking that too, great minds think alike
yes
i was thinking the same
Man I love your videos so simple and using little time to explain a ton in just few minutes. Thanks 😊
Great video! Looking forward to the emulation deep dive. Seems like a super powerful GPU paired with middle-of-the-road CPU. Interested to see how this goes!
The GPU is basically on par with a GTX 650 (same cuda core count, tho i doubt MHz is the same) but with the added benefits of Tensor cores. Seem like a neat little board!
That's not true...since it is based on volta architecture and the gtx 650 on Kepler. With that being said, the GPU in this device is probs 5 times faster then the GTX 650 because of improvements in the architecture alone
You can't compare graphics cards on cudacores alone
That used Kepler. You can't compare them.
It's more like a rtx 3030
@@TheBeach14 No RT core, so GT 3030 ^ ^
If my workplace gets the grant we would be making entrance people counter for any kind of stores/supermarkets that need to limit amount of people inside during the pandemic, current or future ones.
Currently RPi 4 is planned to be used.
But jetson xavier could be used if rpi 4 wouldnt be enough.
This could help in malls too, where multiple entrances would make knowing how many people were inside next to impossible...
This looks like what I imagine a mid-generation Switch refresh would look like. I mean put that in a box, slap Nintendo on it and it’s a consoleized upgraded switch. Those tensor cores could be used for DLSS which would be a great fit for the switches current library. Many devs complain about the switches lack of memory the most and the 8 gig here would really help.
The price will be the problem. Nintendo won't make a console that's at least $400. Even more if it's a hybrid.
~7:40 - in 5 years people wont be able to find a mall. There are kids alive today who have never been in one.
Cool stuff. Friend of mine picked this up to do gaming emulation. Sounds like there some work to do. I suspect he's one of the developers. Or at least active in the dev community. He used to work on what eventually became Plex.
This smells like the start of a beautiful media server. Since it has onboard NVME, it can be easily adapted to service an HBA card to connect a drive array.
I just see a fun and intuitive way to do character animations in indie games... I gotta get one
i spent last 2 days looking for reviews of this machine and couldnt find any of your videos, hehe thanks for doing this!
now waiting for the new device which LTT made a video on :P
Big brother to Jetson Nano is the Jetson TX1 which is based on Tegra X1. Xavier NX is based on Tegra Xavier SoC which is newer and much more powerful.
Would gladly buy this board if it was cheaper and not so AI-oriented.
@12:52 Chrome still can't do hardware video decoding under Linux. Even if it could, this board can't decode VP9 which Google loves to use for 4K videos. Even Tegra Xavier is not powerful enough to decode 4K in software alone. Kodi is also doing software decoding because it does not support NVDEC which Nvidia uses in Xavier SoC. VLC Player should have NVDEC support for hardware decoding, not sure if it's enabled in the ARM build though.
I want this without the AI stuff and at a price of 150/200
Cala Content same
@@yot3605 what do u mean without the AI stuff? It's software lol
@@therusky its hardware.
tensor cores are for AI workload
Dead pool thanks for the correction i thought it was all software
Me too, unfortunately until Nvidia faces a real competitor for AI in the SBC Arm64 space(software+hardware integration), it won't happen any time soon. Nvidia is well known for delivering some exclusive technologies at a hefty price tag.
im 100% sure there will be workarounds to make all 6 cores run at a much higher clock speed
would love to see a video of installing windows on this thing
U can’t install windows on arm cores 🤦🏿♂️
Man I wished there was some sort of "in-between" model in the Jetson line. The Xavier is too expensive and the Nano is a bit underpowered for my liking. I want the specs to have atleast The same as the N-Switch.
They can keep the CPU in quad core config since the little cores cannot be used by the system but they should've have doubled the the cores in the GPU.
@@AnonymousGentooman yeah I know
There is/was TX2 between. And this NX is also considered middle line, there's AGX Xavier with 32 GB 256-Bit LPDDR4x much faster
here is a video idea id love to see and your just the guy to pull it off i would really appreciate a nvidia vs amd side by side comparison in emulators
Yeeesssss at last awesome eta prime awesome 👊 i did think though that it would of been a bit more than 1.4ghz and 1.9ghz. As the n2 (odroid) is 1.9ghz to. But obviously the xavier would out beat it anyway but just thought it would be a bit bigger than 1.9ghz 🤔
I was hopeful
@@ETAPRIME me to but even so its still a beast of a sbc and much appreciated for the video. 😁Oh and quick question if you have the time. Out of curiosity what will you be using this for to please?.and would you say for emulation this is not as powerful as the nvidia shield 2019 Pro?. Because of these specs I am undecided now to get one because I thought nvidia would of been putting a little bigger than 1.9ghz and and 1.4ghz to. Cheers and much appreciated. For me you are the best when it comes to sbc and reviews and tutorials always have and always will use your videos for everything i need help on. In other words you are the king, sorry for the long comment. 🤯I do know to it's not meant to be for emulation. 😔
An awesome board for someone that can use it. Being a hobby guy it's 4 times the price I'd pay.
Looking forward to your emulation video on this.
A very great in-depth video ETA, keep up the good work
Are you going to test the emulation with what CPU configuration? Running at 2 cores with higher clock speed should be te most performant right?
I did test it with dolphin and it seemed the same but I will definitely be switching profiles around when I test more emulators
@@ETAPRIME
What's your favourite, this or the Udoo Bolt V8?
Thanks as always!
The shield should have this hardware, the shield it's old tech now.
I never understand nvidia make a Premium or SUPER or what ever Shield....
@@carlsjr.74 the shield is five years old, I don't think a premium is needed, (just give us the up to date hardware) shows what happens when there is no competition.
But the Shield still outshines and outpaces anything that others have still not come up with in 5 years,so why should they when there is little in the way of real competition at the price point? Not many are really thinking about the Jetson, Xavier and the like for the same uses as a Shield or most other boxes and SBC's because Nvidia doesn't buy into open source and will therefore largely be ignored save for specialised uses that common boxes cannot provide. Very much niche products really and at $399 Intel and AMD come right into purchasing equations.
@@billfreeman5201 I do agree, but I do feel a new shield is really needed, I found my shield to really tank if I was using more than one app, it could drop frames, and button config was awful, people should expect more in 2020, i now have a mini Ryzen pc behind my TV, it works much better than a shield.
I love my shield I have the first gen one, and while yes the hardware is old the console actually still performs super smoothly
It would be cool if some emulators started taking advantage of tensor cores for AI upscaling. It could actually make something like this fairly powerful for it's size.
OMG this would be a perfect, albeit expensive, private alternative to Google Home / Alexa with Home Assistant. Been looking for good locally powered voice recognition for ages!
Can you please try running some office type of applications, like OpenOffice, LibraOffice and Eclipse IDE for programmers.
They would run just fine on this beast.
And what about OBS for streaming?
Thanks ETA Prime for info. Love to know its idle power consumption etc.
Impressed. Imagine if something like a pinebook was built on this sbc.
It's called the NX. The Nintendo Switch was codenamed the NX and has a NVIDIA Tegra Chip in it. A farfetched bridge but that's the first thing that came to mind
The M1 iPad Pro for example in the Webgl tests gets 30 fps at 30000 fish for me at least. I’m just amazed at the M1 awesome chip.
Quite an impressive piece of tech. This could be a perfectly adequate desktop for super low power usage. Imagine just turning on your big X86 desktop for gaming and heavy tasks, the rest like browsing could happen on this. Hook up a UPS to this baby and you could work off-grid for hours. :D
If I had a camper I'd probably install this just to have a mobile, low-power desktop machine anywhere I want. And to know that you can throw 4k (30fps) at this and even some emulators really means you have pretty ample headroom. What a time to be alive!
I'm imagining it's probably being developed with one switch pro in mind, I wonder how good games developed for this thing would run
Not going to happen. This thing is $400. You think most people will want to spend $700 on a Switch Pro .
@@ThePeacePlant I like how you think the consumer price has anything to do with the BOM and whatever contract NVidia has with Nintendo allowing the latter to get it considerably lower.
You could use this as a base to build a pretty hefty handheld games console. You'd need quite a few 18650 batteries though.
Will you do a review on the AGX as well, I'd like to know about the thermals and power consumption options for it
Would be awesome if they made a new shield based on this.
You can infer that the choppiness on UA-cam is caused by the same reason you get a crash on dolphin if you don't use fullscreen. It's an issue with the video driver implementation which makes a lot of sense for newer single board computers. With that fixed you can probably expect really good desktop, web browsing and media performance. (After all it's a $399 computing product with rather decent specs.)
If the Super Switch is indeed real and performs "like a PS4", then it's definitely using this chip. If they release it late this year then it should definitely be possible for them to price it at $300 like the OG Switch. I'll assume nVidia will then release a Shield TV 2 with either Xavier or Xavier NX since they'll have the chips being produced anyway. And along with that, I really hope they release a Shield 2-in-1 using Tegra Orin.
It's on my wish list. Honestly, I could buy it right away but I have to set some boundaries to myself to helping me with my technology addiction, seriously speaking. I'd buy it at $199 tops. Sadly, this may never happen or by the time it goes down to that price in 2022, there would be more powerful options from mediatek, amlogic, rockchip and broadcom for 1/4 of nvidia xavier NX price.
Using 10 of these in a cluster would be insane.
pose detection are good in CCTV movement detection where by current just plain movement detection that always cause false alarm.
Looks cool
Wonder if a custom cooler could make it possible to overclock it
The updated version of this is rumoured to be the SoC powering the next-gen Nintendo Switch or Switch 2 (not OLED or the other thing they brought out recently.)
Wow great. Can you Test Moonlight streaming latency for me? ☺️
I’ll add it in the next video
@Drew you could build a decent PC/emulation machine for 300-400 bucks too lol so idk what the other guy is smoking
personal computers of the future are going to be this small :3 The Nintendo Switch, Laptops and certain smartphones are allready pretty powerful computers so we can expect more small hardware to come :3
awesome board, too bad I don't know how to use the full potential of it. Thanks for review
Please try out some older easy to run games like left 4 dead, some new easy to run games like dusk, Ion Fury and the like. I love your videos, especially the one's with these awesome little single board computers. If you could also try some ps2 and more gamecube/Wii it would be much appreciated! Keep up the great work Prime!
my integrated graphics handled 5000 fish just fine. (its a laptop cpu)
its still really impressive for the price
the emulation is great my laptop can't handle dolpin at 3x res for some reason
This video appeared on my recommendations page. Um... it's a great video: well-produced, nice clear presentation, lots of info, no annoying distractions... But I haven't got a clue what's going on. It's a teeny weeny do-it-yourself PC-build-related beastie that packs a serious punch, right?
Whatever. I'm just happy to see that some other people are happy. So, er, yay, or something! :-)
I think nVIDIA just dropped there 512cuda core Volta based Dev board. That has to be a little monster. The AI is rated at 30-32 TOPS. Qualcomm's own SD888 is actually pretty close at 26TOPS of AI compute. I remember the LG G2mini (Tegra). It had a Tegra 4i 60core GPU inside the SOC. Being that nVIDIA is trying to acquire ARM it would be great to see another smartphone SOC from nVIDIA but, that may never happen. I'm still completely happy with the LG V40 which has a SD845 and Adreno 630 (512ALU's). I use that to drive my 55in LG nano. I recently picked up the LG V60 for $350 brand new. That has the SD865 and Adreno 650 which has 1,024ALU's or GPU cores and is rated at 1.2Teraflops of FP32 compute and 14TOPS of AI?compute. The cool thing about LG's V-series phones is that they have USB-c to HDMI out support have ROOT thanks to the Devs and members over at XDA. Being that LG quit the smartphone market, at least we have OS support beyond stock. Simply having all the features these phones have including a 2Vrms 3.5mm headphone jack with a 32bit ESS SABRE qDAC to clean up the audio and a MicroSD card slot, make these a all-in-one media center about the size of a single board. Get a all-in-one universal dongle with HDMI out and USB ports and your golden. If not the phone has its own 6.8in LG P-OLED screen.
But can it run gta v (atleast at 720p low settings and shadows disabled via it's config file)?
Yeah, GTA has been out for 7 years...so yeah it will.
Its ARM not X86
this is gonna be the switch pro SOC
And a the new nVIDIA Shield Soc
I wish it true
So we can play games with 30fps stable or 60fps stable
Can you imagine this in a GameCube case? That would be a beauty. I'd buy one!
This is basicly the next Nintendo Switch Hardware
I'm curious to see how Box86 performs with this; also I'd love the chance to play with one of these for programming
If you find anything on the topic, please let me know also!
Adam Kamieniarz if someone buys me this thing I’ll be happy to run tests xD
Actually I know somebody, that has it and also has a UA-cam channel. ;) If we could only draw his attention towards this idea for a cool video.
Adam Kamieniarz yoooo tell him some random dude says pls
Try running a gpu that supports ARM using the m.2 interface! I think Nvidia has arm drivers up for their larger gpus.
I would use pose detection for gestural control.
Isn't this the same SoC in the Magic Leap One? Or is the GPU upgraded to Volta or Turing?
damn this thing is the big brother of my modded 2017 nvidia shield tv.
Hi. Really good. Please post more on this
These specs are what the Nintendo Switch should've came with.
Agree, but it would be over $500. The current Switch has bee out for 3 years and still is $299...with no games..
Have you seen the heat sink? At 15 watt for the CPU/GPU and allowing 5 watt for the display, wifi, audio etc the Switch would last for 45 minutes with its 4310 mAh battery.
@@SweBeach2023 If they remove the AI aspects of it, anything you don't need on the board for gaming, and down clock the cores than it'll run at 5-7 watts.
Yeah, if the could have fit a GTX 2080 Super and a i9 9900 into the Switch that would have been great.
I guess you never heard of RnD
I would absolutely love it if you could compile OBS on this box and attempt to run it. If this thing could encode in OBS with NVENC (1080p60), that would be a killer app for me as this would be the only SBC capable of doing such a thing as far as I know.
You can't access 4k with h264ify because youtube only stores h264 videos at 1080p or below, since it'd waste too much space on higher resolutions.
Also, hardware acceleration on xorg in firefox is being worked on. You could use wayland to get hardware acceleration, but not with nvidia.
Very interesting, thanks man, I never heard of this tech.
those AI capabilities are mind blowing... I'm trying to classify human ages with convolutional networks on Rpi4 and I barely get 4 FPS... And this board runs 4 examples simultaneously flawlessly.... I'm impressed
on Raspberry Pi 4 4gb
On the Aquarium demo, my main computer didn't struggle until 25,000 fish. I only have a Ryzen 3600 with an RX480. I wonder why your main system struggled. I noted in my Task Manager that the CPU and GPU didn't go above 40% regardless of the number of fish ... interesting.
Because this is weaker ¯\_(ツ)_/¯
Hope that gets an Android port in order to see how strong is againt the mobile chips.
And wondering why this is not on a nVIDIA Shield Pro or something like that.
Because the shield and Jetson are for 2 different use cases
nintendo should use this on the switch :)
its Nintendo they never used anything very powerful
@@oofingberg Well the X1 was pretty powerful back then, although they could've used the X2. But considering that the switch pro is still a little down the road, it is possible for sure
Why hell would they need an ai/deep learning core in a fucking gaming console? You seem like the kinda guy that has never touched a datasheet in their entire life but pretends they are smarter than everyone
@@user-sb8cs3le2j Well the Tegras where also used for AI purposes if I recall correctly. I may be wrong though.
@@user-sb8cs3le2j Considering that the non ai part is still a decent step up from the X1, Ai wouldn't even have to be considered.
But they could use the ai, for stuff like ai based image scaling like dlss.
A cut down version of this could be in the Switch successor. Get down to 7 watts and we’re gold.
It would be too weak I suggest Nintendo choose amd for their next handheld because of the experience amd has with their apu
The pose detection could be used for motion captured
Kinect-like something.
I‘m interested in overclocking this little monster. Please make a tutorial about overclocking!
As a ai engine it's sexy as a sbc close to overkill for most people just it's dollar value personally I'd love to see that nvidia nx in a upgrade to the shield tablet . Thanks for the look around and review .
Curious to know how ps2 tittles would run on it
Badly
Probably not too good... but has to do with the emulation software, not the hardware.
Murilo Kleine is there any emulators for ps2?
@@leonardpersin9694 Yes dude. You could have easily searched Google and it would tell you an emulator within 30 seconds
@@leonardpersin9694 It's called PCSX2
Uhhh, its amazing at motion detection. It has 25 tflops of power. I have one. I am doing real time object detection on 4 cameras over wifi. I also have mine booting off of a M.2 SSD. There is a tutorial on UA-cam to do it. I made a low power real time object detection system that looks at a battery powered infrared pi camera network for when I go camping, or when society falls apart and I need a portable security system. :P
I think the bottom left could be used for heath tests like early stroke detection.
This is awesome. Can you make a video comparing old and new cpu s with vp9 decoding.. It is just frustrating why UA-cam does not give a decoder change option in the interface only. And now with the av1, my core i3 6100u laptop struggles with 720p 60fps even.
I like the Docker support here. I am a pretty dedicated Mac user but want a machine to use for some ML tinkering & maybe some game development - but I dont want to be doing it on a Windows or even Linux machine. - I am wondering if I can mount a volume from my mac onto the Xavier - ie. I program on my mac, but the files are auto-synced and compiled on the Xavier. - I think its doable. - that desktop env is not too shabby though. - Can you strap this to a power-pack for some portable action?
Look guys, the next Nintendo Switch in front of your eyes!
They are using Samsung and Amd with an arm chipset, which should I hope outperform this board significantly.
@@williamrutter3619 Do you remember the codename for the Switch?
@@DenGuleBalje nope , but AMD is making a very very GOOD PRODUCTS NOW !
Not going to happen. This board is $400. Plus Nintendo has to make a profit. It will be at a price that most people won't even want to buy
@@ThePeacePlant Exactly what I'm repeating to people, but they'll respond that it's no problem because they sell their console at loss, that they will make a $500 console,... Of course all of this is ridiculous.
Hey bud, cool video. I'm interested in seeing how this compares with the Shield in terms of emulation. Is it miles better or not so much?
With macOS moving to ARM, I could see hackintoshed being built on it
I think mojave onwards is arm compatible. Installation is pain in d a.
It's more of FUKINTOSH.
Stick to arch linux manjaro kde,xfce. Even qubes is one better if u want security
if you are getting above 80% on all your cpu cores while playing video, then you don't have any gpu accelerated video playback. so something is wrong there. Maybe the codec or the playback app is not working correctly?
That is like simulating back in the old day when you don't have gpu accelerated video playback and older computers struggle to even play 1080p smoothly.
Now what practical application is this thing good for? With this form factor? For UHD VR ATMs? Wouldn't anyone in a professional surveillance or server situation prefer full grown ATX or 19" hardware?
Is it finally the best SBC? Aaaand can we attach an external GPU?
I bet cpu of this board will make its way to the next version of nintendo switch someday.
i was super impressed with the web gl demos.... my PC hits 40 fps with 30k fish in 1440p :D
Hi Prime, thank you again for the great video. Would this one run Retroarch?
The NVIDIA shield has AI upscaling... I can't help but wonder if they'll do a demo of that for the xavier NX. Which... also makes me wonder if running media at a lower resolution and having the tensor/cuda cores do some of the heavy lifting via AI will improve playback issues... hmmm... thanks for the video!
Im saving this video for my notes 👍
I would do some Unigine benchmarks. They have the 'Heaven' benchmark, as well as a few others.
Very cool! Could you see if Blender will run on it? Hopefully there is a prebuilt binary for it, test to see if it'll allow Eevee or GPU CUDA Rendering? Thanks! One thing sprang to mind - this would make an awesome security camera server for many cameras around the house. Could also utilise the tensor cores for detecting people / motion.
I could imagine a cut down version of this (no tensor cores and maybe fewer CUDA cores) being used for a Switch Pro or something.