• Welcome to TechPowerUp Forums, Guest! Please check out our forum guidelines for info related to our community.

NVIDIA Introduces Industry's First Debugger and Profiler For GPU Computing

btarunr

Editor & Senior Moderator
Staff member
Joined
Oct 9, 2007
Messages
46,356 (7.68/day)
Location
Hyderabad, India
System Name RBMK-1000
Processor AMD Ryzen 7 5700G
Motherboard ASUS ROG Strix B450-E Gaming
Cooling DeepCool Gammax L240 V2
Memory 2x 8GB G.Skill Sniper X
Video Card(s) Palit GeForce RTX 2080 SUPER GameRock
Storage Western Digital Black NVMe 512GB
Display(s) BenQ 1440p 60 Hz 27-inch
Case Corsair Carbide 100R
Audio Device(s) ASUS SupremeFX S1220A
Power Supply Cooler Master MWE Gold 650W
Mouse ASUS ROG Strix Impact
Keyboard Gamdias Hermes E2
Software Windows 11 Pro
The CUDA architecture continues to blaze a trail as the leading platform for developing and running GPU Computing applications, with support for C, OpenCL, DirectX Compute, Fortran and other languages and APIs. The latest CUDA 2.2 Beta contains a host of significant new features, including:

Hardware debugger for the GPU
Linux developers can now use a debugger on CUDA-enabled GPUs that offers both the familiar interface of the popular open-source GDB debugger and the ability to debug kernels as they execute on the GPU. The GPU-side debugger has all the features that developers expect from GDB, including the ability to have breakpoints, watch variables, inspect state, etc., as well as additional functions for CUDA-specific features.

Visual Profiler v2.2 for the GPU
The most common step in tuning application performance is profiling the application and then modifying the code. The CUDA Visual Profiler is a graphical tool that enables profiling C applications running on the GPU. This latest release of the CUDA Visual Profiler supports full measurement of memory bandwidth within a kernel, giving developers visibility into one of the most performance-critical areas of CUDA.

Full support for Microsoft Windows Server 2003/2008
Tesla C1060 and S1070 are now fully supported under both Microsoft Windows Server 2003 and 2008, offering developers and high-performance computing users more flexibility in their choice of operating system. CUDA 2.2 runs on Windows, MacOSX and major LINUX distributions.

Additional Features Coming with CUDA 2.2
  • Improved OpenGL interop performance
  • Texture from pitch linear memory
  • Zero-copy support for direct access to system memory
  • Pinned shared system memory allows compute kernels to share system memory
  • Asynchronous memcopy on Vista

For a full list of new features in CUDA 2.2 and to get early access, see discussion on the CUDA forums.

View at TechPowerUp Main Site
 

Mussels

Freshwater Moderator
Staff member
Joined
Oct 6, 2004
Messages
58,413 (8.19/day)
Location
Oystralia
System Name Rainbow Sparkles (Power efficient, <350W gaming load)
Processor Ryzen R7 5800x3D (Undervolted, 4.45GHz all core)
Motherboard Asus x570-F (BIOS Modded)
Cooling Alphacool Apex UV - Alphacool Eisblock XPX Aurora + EK Quantum ARGB 3090 w/ active backplate
Memory 2x32GB DDR4 3600 Corsair Vengeance RGB @3866 C18-22-22-22-42 TRFC704 (1.4V Hynix MJR - SoC 1.15V)
Video Card(s) Galax RTX 3090 SG 24GB: Underclocked to 1700Mhz 0.750v (375W down to 250W))
Storage 2TB WD SN850 NVME + 1TB Sasmsung 970 Pro NVME + 1TB Intel 6000P NVME USB 3.2
Display(s) Phillips 32 32M1N5800A (4k144), LG 32" (4K60) | Gigabyte G32QC (2k165) | Phillips 328m6fjrmb (2K144)
Case Fractal Design R6
Audio Device(s) Logitech G560 | Corsair Void pro RGB |Blue Yeti mic
Power Supply Fractal Ion+ 2 860W (Platinum) (This thing is God-tier. Silent and TINY)
Mouse Logitech G Pro wireless + Steelseries Prisma XL
Keyboard Razer Huntsman TE ( Sexy white keycaps)
VR HMD Oculus Rift S + Quest 2
Software Windows 11 pro x64 (Yes, it's genuinely a good OS) OpenRGB - ditch the branded bloatware!
Benchmark Scores Nyooom.
wow. nvidia really is serious about cuda.
 

DarthCyclonis

New Member
Joined
Mar 20, 2009
Messages
69 (0.01/day)
Processor i7970
Motherboard Gigabyte X58A-UD3R
Cooling Coolmaster V6
Memory 12gb DDR3-2000
Video Card(s) 2 GTX660 SLI
Storage 2 velociraptor 300gb, 1 Intel X25-M 80gb
Display(s) 3x Samsung 23' LCD
Audio Device(s) SoundBlaster X-Fi Platnium
Power Supply Corsair HX1000W
Software Windows 8 Enterprise X64
They have to be if they want to beat AMD and Intel when it comes to ATi Stream and Havok
 
Joined
Aug 30, 2006
Messages
7,197 (1.12/day)
System Name ICE-QUAD // ICE-CRUNCH
Processor Q6600 // 2x Xeon 5472
Memory 2GB DDR // 8GB FB-DIMM
Video Card(s) HD3850-AGP // FireGL 3400
Display(s) 2 x Samsung 204Ts = 3200x1200
Audio Device(s) Audigy 2
Software Windows Server 2003 R2 as a Workstation now migrated to W10 with regrets.
The race for CUDA (for graphics and for math) is just like the format wars of HDDVD and BlueRay, or Betamax and VHS, or ATRAC and MP3. It is who gets there first and is adopted first.

To win the CUDA race, nV *must* get their hardware out there NOW and programmers using their tools, so as to win the GPU-coding library wars.

One way to do that is to offer easy to use free developer software and good documentation. Another idea is to HALVE PRICES on enthusiasts boards :D, with special discounts to TPU users :D LOL

They need to do a competitor trade-up program. Hand in your X1, x2 or X3 generation ATI card for a half price nV GTX260 series. That would help their domination.
 
Joined
Sep 25, 2007
Messages
5,965 (0.99/day)
Location
New York
Processor AMD Ryzen 9 5950x, Ryzen 9 5980HX
Motherboard MSI X570 Tomahawk
Cooling Be Quiet Dark Rock Pro 4(With Noctua Fans)
Memory 32Gb Crucial 3600 Ballistix
Video Card(s) Gigabyte RTX 3080, Asus 6800M
Storage Adata SX8200 1TB NVME/WD Black 1TB NVME
Display(s) Dell 27 Inch 165Hz
Case Phanteks P500A
Audio Device(s) IFI Zen Dac/JDS Labs Atom+/SMSL Amp+Rivers Audio
Power Supply Corsair RM850x
Mouse Logitech G502 SE Hero
Keyboard Corsair K70 RGB Mk.2
VR HMD Samsung Odyssey Plus
Software Windows 10
I think Nvidia might be screwed with CUDA, ATI's STREAM has made alot of progress really fast, as soon as ATI gets some developers to utilize it nvidia will really have to get off their toes and I think thats starting to happen now
 
Joined
Aug 30, 2006
Messages
7,197 (1.12/day)
System Name ICE-QUAD // ICE-CRUNCH
Processor Q6600 // 2x Xeon 5472
Memory 2GB DDR // 8GB FB-DIMM
Video Card(s) HD3850-AGP // FireGL 3400
Display(s) 2 x Samsung 204Ts = 3200x1200
Audio Device(s) Audigy 2
Software Windows Server 2003 R2 as a Workstation now migrated to W10 with regrets.
It might be too late, but nV need to get nV CUDA products into the universities and software houses that write and use library code. They also need to make a CUDA warehouse website to open source a lot more stuff. They are doing something, but not enough. If a developer wants to "try out" some CUDA for proof of concept, or to speed up certain code, or whatever, the support, libraries and cookbooks need to be there.

nV should do a "Developer month". Register as a developer, download the tools, access the forum, and should get a CUDA-COUPON for big discounts on the hardware.

And the developer forum should be actively supported with seasoned developers helping with code snippets for n00bies.
 

iStink

New Member
Joined
Sep 22, 2008
Messages
648 (0.11/day)
System Name The beast
Processor E6600@ 3.4
Motherboard P5W DH Deluxe
Cooling Tuniq Tower 120
Memory 3GB G.Sill DDR2-800
Video Card(s) 8800GT @ 700/975
Storage (1)80GB With XP, (1) 320GB storage
Display(s) 205BW & 710N
Case XClio Windtunnel (I love it)
Audio Device(s) X-Fi Platinum
Power Supply OCZ gamerXStream 700W
I admire their efforts. It will be interesting to see if it pays off.
 

FryingWeesel

New Member
Joined
Mar 15, 2009
Messages
132 (0.02/day)
little note havok is OpenCL based for gpu acceleration, and as i understand it, current nvidia beta's support opencl.....hence we SHOULD beable to accelerate HavoK with any cuda compatable card.
 
Joined
Aug 30, 2006
Messages
7,197 (1.12/day)
System Name ICE-QUAD // ICE-CRUNCH
Processor Q6600 // 2x Xeon 5472
Memory 2GB DDR // 8GB FB-DIMM
Video Card(s) HD3850-AGP // FireGL 3400
Display(s) 2 x Samsung 204Ts = 3200x1200
Audio Device(s) Audigy 2
Software Windows Server 2003 R2 as a Workstation now migrated to W10 with regrets.
Top