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Talk:GPU

946 bytes added, 21:29, 27 April 2021
CPW GPU article: new section
Heyho, just a minor thing, the notation of Nvidia should be unified. == AMD architectures ==
The official name is Nvidia Corporation, on their webpage they refer as NVIDIA, and in their logo styling nVIDIA, formerly nVidia.My own conclusions are:
Bests* TeraScale has VLIW design.* GCN has 16 wide SIMD,executing a Wavefront of 64 threads over 4 cycles.Srdja* RDNA has 32 wide SIMD, executing a Wavefront:32 over 1 cycle and Wavefront:64 over two cycles.
== SIMT == SIMT is not only about running multiple threads in a Warp resp. Wavefront[[User:Smatovic|Smatovic]] ([[User talk:Smatovic|talk]]) 10:16, it is more about running multiple waves of Warps resp. Wavefronts on the same SIMD unit to hide memory latencies.22 April 2021 (CEST)
== Nvidia architectures ==
Nevertheless, my own conclusions are:
* Tesla has 8 wide SIMD, executing a Warp of 32 threads over 4 cycles. * Fermi has 16 wide SIMD, executing a Warp of 32 threads over 2 cycles. * Kepler is somehow odd, not sure how the compute units are partitioned. * Maxwell and Pascal have 32 wide SIMD, executing a Warp of 32 threads over 1 cycle. * Volta and Turing seem to have 16 wide FPU SIMDs, but my own experiments show 32 wide VALU. [[User:Smatovic|Smatovic]] ([[User talk:Smatovic|talk]]) 10:17, 22 April 2021 (CEST) == SIMD + Scalar Unit == It seems every SIMD unit has one scalar unit on GPU architectures, executing things like branch-conditions or special functions the SIMD ALUs are not capable of. [[User:Smatovic|Smatovic]] ([[User talk:Smatovic|talk]]) 20:21, 22 April 2021 (CEST) == embedded CPU controller ==
Fermi It is not documented in the whitepapers, but it seems that every discrete GPU has 16 wide SIMD, executing a Warp of 32 threads over 2 cyclesan embedded CPU controller (e.g. Nvidia Falcon) who (speculation) launches the kernels.
Kepler is somehow odd[[User:Smatovic|Smatovic]] ([[User talk:Smatovic|talk]]) 10:36, not sure how the compute units are partitioned.22 April 2021 (CEST)
Maxwell and Pascal have 32 wide SIMD, executing a Warp of 32 threads over 1 cycle.== CPW GPU article ==
Volta A suggestion of mine, keep this GPU article as an generalized overview of GPUs, with incremental updates for different frameworks and architectures. GPUs and Turing seem to have 16 wide FPU SIMDsGPGPU is a moving target with different platforms offering new feature sets, but my better open own experiments show 32 wide VALUarticles for things like GPGPU, SIMT, CUDA, ROCm, oneAPI, Metal or simply link to Wikipedia containing the newest specs and infos.
According to AMD papers every SIMD unit has one scalar unit[[User:Smatovic|Smatovic]] ([[User talk:Smatovic|talk]]) 21:29, Nvidia seems to have one SFU, special function unit, per SIMD.27 April 2021 (CEST)
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