GPU Hardware: Difference between revisions

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|-
|-
! scope="col" | GPU model
! scope="col" | GPU model
! scope="col" | GPU devices per node
! scope="col" | GPU devices/node
! scope="col" | CUDA cores/device
! scope="col" | Device memory
! scope="col" | Device memory
! scope="col" | GPU compute capability
! scope="col" | GPU compute capability
! scope="col" | Minimum CUDA version supported
! scope="col" | Minimum CUDA version supported
! scope="col" | Double-precision (fp64) support
! scope="col" | Notes
|-
|-
|-
|-
| H100 || 4 || 80GB || 9.0 || 11.8  
| H100 || 4 || 16896 || 80GB || 9.0 || 11.8 || yes || regular and buy-in
|-
|-
| A100 || 4 || 80GB || 8.0 || 11.0
| L40S || 4 || 18176 || 44GB || 8.9 || 11.8 || effectively no ||buy-in
|-
|-
| L4 || 4 || 24GB || 8.9 || 11.8  
| L4 || 4 || 7424 || 24GB || 8.9 || 11.8 || effectively no || regular and buy-in
|-
|-
| V100 || 1 || 32GB || 7.0|| 9.0  
| A100 || 4 || 6912|| 80GB || 8.0 || 11.0 || yes || regular and buy-in
|-
|-
| V100 || 2 || 32GB || 7.0|| 9.0  
| V100 || 1 || 5120 || 32GB || 7.0|| 9.0 || yes || buy-in
|-
|-
| V100 || 1 || 16GB || 7.0|| 9.0  
| V100 || 2 || 5120 || 32GB || 7.0|| 9.0 || yes || buy-in
|-
|-
| V100S || 1 || 32GB || 7.0 || 9.0  
| V100 || 1 || 5120 || 16GB || 7.0|| 9.0 || yes || buy-in
|-
|-
| P100 || 1 || 16GB || 6.0 || 8.0
| V100S || 1 || 5120 || 32GB ||  7.0 || 9.0 || yes || regular and buy-in
|-
| P100 || 1 || 3584 || 16GB || 6.0 || 8.0 || yes || regular
|-
|-
|}
|}


====GPU resources on open-access nodes====
====GPU resources on open-access nodes====
* 12 nodes with 4 NVIDIA H100 GPU cards each. Each of these nodes has two 32-core Intel SapphireRapids processors (64 CPU cores per node) and 1TB of RAM. The output of NVIDIA SDK deviceQuery for one such GPU card is
<pre class="gscript">
Device 0: "NVIDIA H100 80GB HBM3"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    9.0
  Total amount of global memory:                81008 MBytes (84943110144 bytes)
MapSMtoCores for SM 9.0 is undefined.  Default to use 128 Cores/SM
MapSMtoCores for SM 9.0 is undefined.  Default to use 128 Cores/SM
  (132) Multiprocessors, (128) CUDA Cores/MP:    16896 CUDA Cores
  GPU Max Clock rate:                            1980 MHz (1.98 GHz)
  Memory Clock rate:                            2619 Mhz
  Memory Bus Width:                              5120-bit
  L2 Cache Size:                                52428800 bytes
  Maximum Texture Dimension Size (x,y,z)        1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:              65536 bytes
  Total amount of shared memory per block:      49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                    32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:          1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                            512 bytes
  Concurrent copy and kernel execution:          Yes with 5 copy engine(s)
  Run time limit on kernels:                    No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:      Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:  0 / 85 / 0
  Compute Mode:
    < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
</pre>
* 12 nodes with 4 NVIDIA L4 GPU cards each. Each of these nodes has two 64-core AMD EPYC Genoa processors (128 CPU cores per node) and 745GB of RAM. The output of NVIDIA SDK deviceQuery for one such GPU card is
<pre class="gscript">
Device 0: "NVIDIA L4"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    8.9
  Total amount of global memory:                22491 MBytes (23583784960 bytes)
MapSMtoCores for SM 8.9 is undefined.  Default to use 128 Cores/SM
MapSMtoCores for SM 8.9 is undefined.  Default to use 128 Cores/SM
  (58) Multiprocessors, (128) CUDA Cores/MP:    7424 CUDA Cores
  GPU Max Clock rate:                            2040 MHz (2.04 GHz)
  Memory Clock rate:                            6251 Mhz
  Memory Bus Width:                              192-bit
  L2 Cache Size:                                50331648 bytes
  Maximum Texture Dimension Size (x,y,z)        1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:              65536 bytes
  Total amount of shared memory per block:      49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                    32
  Maximum number of threads per multiprocessor:  1536
  Maximum number of threads per block:          1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                            512 bytes
  Concurrent copy and kernel execution:          Yes with 2 copy engine(s)
  Run time limit on kernels:                    No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:      Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:  0 / 33 / 0
  Compute Mode:
    < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
</pre>


* 14 nodes with 4 NVIDIA A100 GPU cards each. Each of these nodes has two 32-core AMD EPYC 7543 processors (64 CPU cores per node) and 1TB of RAM. The output of NVIDIA SDK deviceQuery for one such GPU card is
* 14 nodes with 4 NVIDIA A100 GPU cards each. Each of these nodes has two 32-core AMD EPYC 7543 processors (64 CPU cores per node) and 1TB of RAM. The output of NVIDIA SDK deviceQuery for one such GPU card is
Line 38: Line 130:
<pre class="gscript">
<pre class="gscript">
Device 0: "NVIDIA A100-SXM-80GB"EPYC 7543
Device 0: "NVIDIA A100-SXM-80GB"EPYC 7543
   CUDA Driver Version / Runtime Version          12.2 / 12.2
   CUDA Driver Version / Runtime Version          12.8 / 12.8
   CUDA Capability Major/Minor version number:    8.0
   CUDA Capability Major/Minor version number:    8.0
   Total amount of global memory:                81251 MBytes (85198045184 bytes)
   Total amount of global memory:                81251 MBytes (85198045184 bytes)
Line 75: Line 167:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
</pre>
</pre>
* 2 nodes with AMD EPYC Rome processors (64 CPU cores and 128GB RAM per node) have one NVIDIA Tesla (Volta) V100S GPU card per node (5120 GPU cores per card). The output of NVIDIA SDK deviceQuery for one such GPU card is
<pre class="gscript">
Device 0: "Tesla V100S-PCIE-32GB"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    7.0
  Total amount of global memory:                32510 MBytes (34089730048 bytes)
  (80) Multiprocessors, ( 64) CUDA Cores/MP:    5120 CUDA Cores
  GPU Max Clock rate:                            1597 MHz (1.60 GHz)
  Memory Clock rate:                            1107 Mhz
  Memory Bus Width:                              4096-bit
  L2 Cache Size:                                6291456 bytes
  Maximum Texture Dimension Size (x,y,z)        1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:              65536 bytes
  Total amount of shared memory per block:      49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                    32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:          1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                            512 bytes
  Concurrent copy and kernel execution:          Yes with 7 copy engine(s)
  Run time limit on kernels:                    No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:      Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:  0 / 196 / 0
  Compute Mode:
    < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.8, CUDA Runtime Version = 12.8, NumDevs = 1
Result = PASS
</pre>


* 2 nodes with Intel Xeon processors (32 CPU cores and 192GB RAM per node) have one NVIDIA Tesla (Pascal) P100 GPU card per node (3584 GPU cores per card). The output of NVIDIA SDK deviceQuery for one such GPU card is
* 2 nodes with Intel Xeon processors (32 CPU cores and 192GB RAM per node) have one NVIDIA Tesla (Pascal) P100 GPU card per node (3584 GPU cores per card). The output of NVIDIA SDK deviceQuery for one such GPU card is
Line 80: Line 216:
<pre class="gscript">
<pre class="gscript">
Device 0: "Tesla P100-PCIE-16GB"
Device 0: "Tesla P100-PCIE-16GB"
   CUDA Driver Version / Runtime Version          12.2 / 12.2
   CUDA Driver Version / Runtime Version          12.8 / 12.8
   CUDA Capability Major/Minor version number:    6.0
   CUDA Capability Major/Minor version number:    6.0
   Total amount of global memory:                16281 MBytes (17071734784 bytes)
   Total amount of global memory:                16281 MBytes (17071734784 bytes)
Line 288: Line 424:
</pre>
</pre>
-->
-->
*Specifications for the NVIDIA L40S cards (18176 GPU cores per card). The output of NVIDIA SDK deviceQuery for these GPU cards are
<pre class="gscript">
Device 0: "NVIDIA L40S"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    8.9
  Total amount of global memory:                45468 MBytes (47677177856 bytes)
MapSMtoCores for SM 8.9 is undefined.  Default to use 128 Cores/SM
MapSMtoCores for SM 8.9 is undefined.  Default to use 128 Cores/SM
  (142) Multiprocessors, (128) CUDA Cores/MP:    18176 CUDA Cores
  GPU Max Clock rate:                            2520 MHz (2.52 GHz)
  Memory Clock rate:                            9001 Mhz
  Memory Bus Width:                              384-bit
  L2 Cache Size:                                100663296 bytes
  Maximum Texture Dimension Size (x,y,z)        1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:              65536 bytes
  Total amount of shared memory per block:      49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                    32
  Maximum number of threads per multiprocessor:  1536
  Maximum number of threads per block:          1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                            512 bytes
  Concurrent copy and kernel execution:          Yes with 2 copy engine(s)
  Run time limit on kernels:                    No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:      Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:  0 / 73 / 0
  Compute Mode:
    < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
</pre>


* Specifications of NVIDIA Tesla (Volta) V100 and V100S GPU cards (5120 GPU cores per card). The output of NVIDIA SDK deviceQuery for these GPU cards are
* Specifications of NVIDIA Tesla (Volta) V100 and V100S GPU cards (5120 GPU cores per card). The output of NVIDIA SDK deviceQuery for these GPU cards are
<pre class="gscript">
<pre class="gscript">
Device 0: "Tesla V100-PCIE-16GB"
Device 0: "Tesla V100-PCIE-16GB"
   CUDA Driver Version / Runtime Version          12.2 / 12.2
   CUDA Driver Version / Runtime Version          12.8 / 12.8
   CUDA Capability Major/Minor version number:    7.0
   CUDA Capability Major/Minor version number:    7.0
   Total amount of global memory:                16160 MBytes (16945512448 bytes)
   Total amount of global memory:                16160 MBytes (16945512448 bytes)
Line 327: Line 504:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >


deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 11.4, CUDA Runtime Version = 11.1, NumDevs = 1
deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.8, CUDA Runtime Version = 12.8, NumDevs = 1
Result = PASS
Result = PASS
</pre>
</pre>
Line 333: Line 510:
<pre class="gscript">
<pre class="gscript">
Device 0: "Tesla V100-PCIE-32GB"
Device 0: "Tesla V100-PCIE-32GB"
   CUDA Driver Version / Runtime Version          12.2 / 12.2
   CUDA Driver Version / Runtime Version          12.8 / 12.8
   CUDA Capability Major/Minor version number:    7.0
   CUDA Capability Major/Minor version number:    7.0
   Total amount of global memory:                32510 MBytes (34089730048 bytes)
   Total amount of global memory:                32510 MBytes (34089730048 bytes)
Line 368: Line 545:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >


deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 11.4, CUDA Runtime Version = 11.1, NumDevs = 1
deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.8, CUDA Runtime Version = 12.8, NumDevs = 1
Result = PASS
Result = PASS
</pre>
</pre>
Line 374: Line 551:
<pre class="gscript">
<pre class="gscript">
Device 0: "Tesla V100S-PCIE-32GB"
Device 0: "Tesla V100S-PCIE-32GB"
   CUDA Driver Version / Runtime Version          12.2 / 12.2
   CUDA Driver Version / Runtime Version          12.8 / 12.8
   CUDA Capability Major/Minor version number:    7.0
   CUDA Capability Major/Minor version number:    7.0
   Total amount of global memory:                32510 MBytes (34089730048 bytes)
   Total amount of global memory:                32510 MBytes (34089730048 bytes)
Line 409: Line 586:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >


deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 11.4, CUDA Runtime Version = 11.1, NumDevs = 1
deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.8, CUDA Runtime Version = 12.8, NumDevs = 1
Result = PASS
Result = PASS
</pre>
</pre>

Latest revision as of 12:23, 2 August 2025


GPU Hardware on Sapelo2

Summary of GPU device types available on Sapelo2:

GPU model GPU devices/node CUDA cores/device Device memory GPU compute capability Minimum CUDA version supported Double-precision (fp64) support Notes
H100 4 16896 80GB 9.0 11.8 yes regular and buy-in
L40S 4 18176 44GB 8.9 11.8 effectively no buy-in
L4 4 7424 24GB 8.9 11.8 effectively no regular and buy-in
A100 4 6912 80GB 8.0 11.0 yes regular and buy-in
V100 1 5120 32GB 7.0 9.0 yes buy-in
V100 2 5120 32GB 7.0 9.0 yes buy-in
V100 1 5120 16GB 7.0 9.0 yes buy-in
V100S 1 5120 32GB 7.0 9.0 yes regular and buy-in
P100 1 3584 16GB 6.0 8.0 yes regular

GPU resources on open-access nodes

  • 12 nodes with 4 NVIDIA H100 GPU cards each. Each of these nodes has two 32-core Intel SapphireRapids processors (64 CPU cores per node) and 1TB of RAM. The output of NVIDIA SDK deviceQuery for one such GPU card is
Device 0: "NVIDIA H100 80GB HBM3"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    9.0
  Total amount of global memory:                 81008 MBytes (84943110144 bytes)
MapSMtoCores for SM 9.0 is undefined.  Default to use 128 Cores/SM
MapSMtoCores for SM 9.0 is undefined.  Default to use 128 Cores/SM
  (132) Multiprocessors, (128) CUDA Cores/MP:     16896 CUDA Cores
  GPU Max Clock rate:                            1980 MHz (1.98 GHz)
  Memory Clock rate:                             2619 Mhz
  Memory Bus Width:                              5120-bit
  L2 Cache Size:                                 52428800 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 5 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 85 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >


  • 12 nodes with 4 NVIDIA L4 GPU cards each. Each of these nodes has two 64-core AMD EPYC Genoa processors (128 CPU cores per node) and 745GB of RAM. The output of NVIDIA SDK deviceQuery for one such GPU card is
Device 0: "NVIDIA L4"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    8.9
  Total amount of global memory:                 22491 MBytes (23583784960 bytes)
MapSMtoCores for SM 8.9 is undefined.  Default to use 128 Cores/SM
MapSMtoCores for SM 8.9 is undefined.  Default to use 128 Cores/SM
  (58) Multiprocessors, (128) CUDA Cores/MP:     7424 CUDA Cores
  GPU Max Clock rate:                            2040 MHz (2.04 GHz)
  Memory Clock rate:                             6251 Mhz
  Memory Bus Width:                              192-bit
  L2 Cache Size:                                 50331648 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  1536
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 2 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 33 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >


  • 14 nodes with 4 NVIDIA A100 GPU cards each. Each of these nodes has two 32-core AMD EPYC 7543 processors (64 CPU cores per node) and 1TB of RAM. The output of NVIDIA SDK deviceQuery for one such GPU card is
Device 0: "NVIDIA A100-SXM-80GB"EPYC 7543
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    8.0
  Total amount of global memory:                 81251 MBytes (85198045184 bytes)
MapSMtoCores for SM 8.0 is undefined.  Default to use 64 Cores/SM
MapSMtoCores for SM 8.0 is undefined.  Default to use 64 Cores/SM
  (108) Multiprocessors, ( 64) CUDA Cores/MP:     6912 CUDA Cores
  GPU Max Clock rate:                            1410 MHz (1.41 GHz)
  Memory Clock rate:                             1593 Mhz
  Memory Bus Width:                              5120-bit
  L2 Cache Size:                                 41943040 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 5 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 1 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
  • 2 nodes with AMD EPYC Rome processors (64 CPU cores and 128GB RAM per node) have one NVIDIA Tesla (Volta) V100S GPU card per node (5120 GPU cores per card). The output of NVIDIA SDK deviceQuery for one such GPU card is
Device 0: "Tesla V100S-PCIE-32GB"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    7.0
  Total amount of global memory:                 32510 MBytes (34089730048 bytes)
  (80) Multiprocessors, ( 64) CUDA Cores/MP:     5120 CUDA Cores
  GPU Max Clock rate:                            1597 MHz (1.60 GHz)
  Memory Clock rate:                             1107 Mhz
  Memory Bus Width:                              4096-bit
  L2 Cache Size:                                 6291456 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 7 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 196 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >

deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.8, CUDA Runtime Version = 12.8, NumDevs = 1
Result = PASS


  • 2 nodes with Intel Xeon processors (32 CPU cores and 192GB RAM per node) have one NVIDIA Tesla (Pascal) P100 GPU card per node (3584 GPU cores per card). The output of NVIDIA SDK deviceQuery for one such GPU card is
Device 0: "Tesla P100-PCIE-16GB"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    6.0
  Total amount of global memory:                 16281 MBytes (17071734784 bytes)
  (56) Multiprocessors, ( 64) CUDA Cores/MP:     3584 CUDA Cores
  GPU Max Clock rate:                            1329 MHz (1.33 GHz)
  Memory Clock rate:                             715 Mhz
  Memory Bus Width:                              4096-bit
  L2 Cache Size:                                 4194304 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 2 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 59 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >

GPU resources on buyin nodes

Some research groups purchased nodes with GPU card(s) for their use.

  • Specifications for the NVIDIA L40S cards (18176 GPU cores per card). The output of NVIDIA SDK deviceQuery for these GPU cards are
Device 0: "NVIDIA L40S"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    8.9
  Total amount of global memory:                 45468 MBytes (47677177856 bytes)
MapSMtoCores for SM 8.9 is undefined.  Default to use 128 Cores/SM
MapSMtoCores for SM 8.9 is undefined.  Default to use 128 Cores/SM
  (142) Multiprocessors, (128) CUDA Cores/MP:     18176 CUDA Cores
  GPU Max Clock rate:                            2520 MHz (2.52 GHz)
  Memory Clock rate:                             9001 Mhz
  Memory Bus Width:                              384-bit
  L2 Cache Size:                                 100663296 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  1536
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 2 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 73 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
  • Specifications of NVIDIA Tesla (Volta) V100 and V100S GPU cards (5120 GPU cores per card). The output of NVIDIA SDK deviceQuery for these GPU cards are
Device 0: "Tesla V100-PCIE-16GB"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    7.0
  Total amount of global memory:                 16160 MBytes (16945512448 bytes)
  (80) Multiprocessors, ( 64) CUDA Cores/MP:     5120 CUDA Cores
  GPU Max Clock rate:                            1380 MHz (1.38 GHz)
  Memory Clock rate:                             877 Mhz
  Memory Bus Width:                              4096-bit
  L2 Cache Size:                                 6291456 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 7 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 59 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >

deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.8, CUDA Runtime Version = 12.8, NumDevs = 1
Result = PASS

Device 0: "Tesla V100-PCIE-32GB"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    7.0
  Total amount of global memory:                 32510 MBytes (34089730048 bytes)
  (80) Multiprocessors, ( 64) CUDA Cores/MP:     5120 CUDA Cores
  GPU Max Clock rate:                            1380 MHz (1.38 GHz)
  Memory Clock rate:                             877 Mhz
  Memory Bus Width:                              4096-bit
  L2 Cache Size:                                 6291456 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 7 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 59 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >

deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.8, CUDA Runtime Version = 12.8, NumDevs = 1
Result = PASS

Device 0: "Tesla V100S-PCIE-32GB"
  CUDA Driver Version / Runtime Version          12.8 / 12.8
  CUDA Capability Major/Minor version number:    7.0
  Total amount of global memory:                 32510 MBytes (34089730048 bytes)
  (80) Multiprocessors, ( 64) CUDA Cores/MP:     5120 CUDA Cores
  GPU Max Clock rate:                            1597 MHz (1.60 GHz)
  Memory Clock rate:                             1107 Mhz
  Memory Bus Width:                              4096-bit
  L2 Cache Size:                                 6291456 bytes
  Maximum Texture Dimension Size (x,y,z)         1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384)
  Maximum Layered 1D Texture Size, (num) layers  1D=(32768), 2048 layers
  Maximum Layered 2D Texture Size, (num) layers  2D=(32768, 32768), 2048 layers
  Total amount of constant memory:               65536 bytes
  Total amount of shared memory per block:       49152 bytes
  Total number of registers available per block: 65536
  Warp size:                                     32
  Maximum number of threads per multiprocessor:  2048
  Maximum number of threads per block:           1024
  Max dimension size of a thread block (x,y,z): (1024, 1024, 64)
  Max dimension size of a grid size    (x,y,z): (2147483647, 65535, 65535)
  Maximum memory pitch:                          2147483647 bytes
  Texture alignment:                             512 bytes
  Concurrent copy and kernel execution:          Yes with 7 copy engine(s)
  Run time limit on kernels:                     No
  Integrated GPU sharing Host Memory:            No
  Support host page-locked memory mapping:       Yes
  Alignment requirement for Surfaces:            Yes
  Device has ECC support:                        Enabled
  Device supports Unified Addressing (UVA):      Yes
  Device supports Compute Preemption:            Yes
  Supports Cooperative Kernel Launch:            Yes
  Supports MultiDevice Co-op Kernel Launch:      Yes
  Device PCI Domain ID / Bus ID / location ID:   0 / 196 / 0
  Compute Mode:
     < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >

deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 12.8, CUDA Runtime Version = 12.8, NumDevs = 1
Result = PASS
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