System List

System Information

All systems run Ubuntu 18.04.3 LTS with CUDA 10.1.243-1 and CUDA Driver 430.26

NOTE: Even though NVIDIA-SMI reports the CUDA version to be 10.2, the actual version used in 10.1.243-1 for all systems.

Tesla_K80

The system is a AWS instances running on

Click to see the CPU Information ↕

The output of lscpu is

Architecture:         x86_64
CPU op-mode(s):       32-bit, 64-bit
Byte Order:           Little Endian
CPU(s):               4
On-line CPU(s) list:  0,1
Off-line CPU(s) list: 2,3
Thread(s) per core:   1
Core(s) per socket:   2
Socket(s):            1
NUMA node(s):         1
Vendor ID:            GenuineIntel
CPU family:           6
Model:                79
Model name:           Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz
Stepping:             1
CPU MHz:              2700.898
CPU max MHz:          3000.0000
CPU min MHz:          1200.0000
BogoMIPS:             4600.07
Hypervisor vendor:    Xen
Virtualization type:  full
L1d cache:            32K
L1i cache:            32K
L2 cache:             256K
L3 cache:             46080K
NUMA node0 CPU(s):    0,1
Flags:                fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch cpuid_fault invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm rdseed adx xsaveopt

Click to see the NVIDIA-SMI Output ↕

The output of NVIDIA SMI for Tesla_K80 is

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.26       Driver Version: 430.26       CUDA Version: 10.2     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Tesla K80           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   50C    P8    28W / 149W |      0MiB / 11441MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

GRID_K520

The system is a AWS instances running on

Click to see the CPU Information ↕

The output of lscpu is

Architecture:         x86_64
CPU op-mode(s):       32-bit, 64-bit
Byte Order:           Little Endian
CPU(s):               8
On-line CPU(s) list:  0-3
Off-line CPU(s) list: 4-7
Thread(s) per core:   1
Core(s) per socket:   4
Socket(s):            1
NUMA node(s):         1
Vendor ID:            GenuineIntel
CPU family:           6
Model:                45
Model name:           Intel(R) Xeon(R) CPU E5-2670 0 @ 2.60GHz
Stepping:             7
CPU MHz:              2594.015
BogoMIPS:             5187.70
Hypervisor vendor:    Xen
Virtualization type:  full
L1d cache:            32K
L1i cache:            32K
L2 cache:             256K
L3 cache:             20480K
NUMA node0 CPU(s):    0-3
Flags:                fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx rdtscp lm constant_tsc rep_good nopl xtopology cpuid pni pclmulqdq ssse3 cx16 pcid sse4_1 sse4_2 x2apic popcnt tsc_deadline_timer aes xsave avx hypervisor lahf_lm pti xsaveopt

Click to see the NVIDIA-SMI Output ↕

The output of NVIDIA SMI for GRID_K520 is

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.26       Driver Version: 430.26       CUDA Version: 10.2     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  GRID K520           On   | 00000000:00:03.0 Off |                  N/A |
| N/A   35C    P8    24W / 125W |      1MiB /  4037MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

Tesla_M60

The system is a AWS instances running on

Click to see the CPU Information ↕

The output of lscpu is

Architecture:         x86_64
CPU op-mode(s):       32-bit, 64-bit
Byte Order:           Little Endian
CPU(s):               4
On-line CPU(s) list:  0,1
Off-line CPU(s) list: 2,3
Thread(s) per core:   1
Core(s) per socket:   2
Socket(s):            1
NUMA node(s):         1
Vendor ID:            GenuineIntel
CPU family:           6
Model:                79
Model name:           Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz
Stepping:             1
CPU MHz:              2704.151
CPU max MHz:          3000.0000
CPU min MHz:          1200.0000
BogoMIPS:             4600.13
Hypervisor vendor:    Xen
Virtualization type:  full
L1d cache:            32K
L1i cache:            32K
L2 cache:             256K
L3 cache:             46080K
NUMA node0 CPU(s):    0,1
Flags:                fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch cpuid_fault invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm rdseed adx xsaveopt

Click to see the NVIDIA-SMI Output ↕

The output of NVIDIA SMI for Tesla_M60 is

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.26       Driver Version: 430.26       CUDA Version: 10.2     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Tesla M60           On   | 00000000:00:1E.0 Off |                    0 |
| N/A   35C    P8    15W / 150W |      0MiB /  7618MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

TITAN_Xp

The system is a local instances running on

Click to see the CPU Information ↕

The output of lscpu is

Architecture:         x86_64
CPU op-mode(s):       32-bit, 64-bit
Byte Order:           Little Endian
CPU(s):               20
On-line CPU(s) list:  0-9
Off-line CPU(s) list: 10-19
Thread(s) per core:   1
Core(s) per socket:   10
Socket(s):            1
NUMA node(s):         1
Vendor ID:            GenuineIntel
CPU family:           6
Model:                85
Model name:           Intel(R) Core(TM) i9-7900X CPU @ 3.30GHz
Stepping:             4
CPU MHz:              3063.018
CPU max MHz:          4500.0000
CPU min MHz:          1200.0000
BogoMIPS:             6600.00
Virtualization:       VT-x
L1d cache:            32K
L1i cache:            32K
L2 cache:             1024K
L3 cache:             14080K
NUMA node0 CPU(s):    0-9
Flags:                fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 cdp_l3 invpcid_single pti ssbd mba ibrs ibpb stibp tpr_shadow vnmi flexpriority ept vpid fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm mpx rdt_a avx512f avx512dq rdseed adx smap clflushopt clwb intel_pt avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts hwp hwp_act_window hwp_epp hwp_pkg_req md_clear flush_l1d

Click to see the NVIDIA-SMI Output ↕

The output of NVIDIA SMI for TITAN_Xp is

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.50       Driver Version: 430.50       CUDA Version: 10.1     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  TITAN Xp            On   | 00000000:65:00.0 Off |                  N/A |
| 23%   29C    P8     9W / 250W |     22MiB / 12194MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

TITAN_V

The system is a local instances running on

Click to see the CPU Information ↕

The output of lscpu is

Architecture:         x86_64
CPU op-mode(s):       32-bit, 64-bit
Byte Order:           Little Endian
CPU(s):               16
On-line CPU(s) list:  0-7
Off-line CPU(s) list: 8-15
Thread(s) per core:   1
Core(s) per socket:   8
Socket(s):            1
NUMA node(s):         1
Vendor ID:            GenuineIntel
CPU family:           6
Model:                85
Model name:           Intel(R) Core(TM) i7-7820X CPU @ 3.60GHz
Stepping:             4
CPU MHz:              1702.308
CPU max MHz:          3601.0000
CPU min MHz:          1200.0000
BogoMIPS:             7200.00
Virtualization:       VT-x
L1d cache:            32K
L1i cache:            32K
L2 cache:             1024K
L3 cache:             11264K
NUMA node0 CPU(s):    0-7
Flags:                fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 cdp_l3 invpcid_single pti ssbd mba ibrs ibpb stibp tpr_shadow vnmi flexpriority ept vpid fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm mpx rdt_a avx512f avx512dq rdseed adx smap clflushopt clwb intel_pt avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts md_clear flush_l1d

Click to see the NVIDIA-SMI Output ↕

The output of NVIDIA SMI for TITAN_V is

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.26       Driver Version: 430.26       CUDA Version: 10.2     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  TITAN V             On   | 00000000:17:00.0 Off |                  N/A |
| 28%   42C    P8    26W / 250W |      0MiB / 12066MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   1  TITAN V             On   | 00000000:65:00.0 Off |                  N/A |
| 30%   45C    P8    29W / 250W |     26MiB / 12063MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

Tesla_V100-SXM2-16GB

The system is a AWS P3 instances running on

Click to see the CPU Information ↕

The output of lscpu is

Architecture:         x86_64
CPU op-mode(s):       32-bit, 64-bit
Byte Order:           Little Endian
CPU(s):               8
On-line CPU(s) list:  0-3
Off-line CPU(s) list: 4-7
Thread(s) per core:   1
Core(s) per socket:   4
Socket(s):            1
NUMA node(s):         1
Vendor ID:            GenuineIntel
CPU family:           6
Model:                79
Model name:           Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz
Stepping:             1
CPU MHz:              1533.998
CPU max MHz:          3000.0000
CPU min MHz:          1200.0000
BogoMIPS:             4600.10
Hypervisor vendor:    Xen
Virtualization type:  full
L1d cache:            32K
L1i cache:            32K
L2 cache:             256K
L3 cache:             46080K
NUMA node0 CPU(s):    0-3
Flags:                fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch cpuid_fault invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm rdseed adx xsaveopt

Click to see the NVIDIA-SMI Output ↕

The output of NVIDIA SMI for Tesla_V100-SXM2-16GB is

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.26       Driver Version: 430.26       CUDA Version: 10.2     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Tesla V100-SXM2...  On   | 00000000:00:1E.0 Off |                    0 |
| N/A   44C    P0    25W / 300W |      0MiB / 16160MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

Quadro_RTX_6000

The system is a local instances running on

Click to see the CPU Information ↕

The output of lscpu is

Architecture:         x86_64
CPU op-mode(s):       32-bit, 64-bit
Byte Order:           Little Endian
CPU(s):               20
On-line CPU(s) list:  0-9
Off-line CPU(s) list: 10-19
Thread(s) per core:   1
Core(s) per socket:   10
Socket(s):            1
NUMA node(s):         1
Vendor ID:            GenuineIntel
CPU family:           6
Model:                79
Model name:           Intel(R) Xeon(R) CPU E5-2630 v4 @ 2.20GHz
Stepping:             1
CPU MHz:              3041.728
CPU max MHz:          3100.0000
CPU min MHz:          1200.0000
BogoMIPS:             4389.47
Virtualization:       VT-x
L1d cache:            32K
L1i cache:            32K
L2 cache:             256K
L3 cache:             25600K
NUMA node0 CPU(s):    0-9
Flags:                fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 cdp_l3 invpcid_single pti intel_ppin ssbd ibrs ibpb stibp tpr_shadow vnmi flexpriority ept vpid fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm cqm rdt_a rdseed adx smap intel_pt xsaveopt cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local dtherm ida arat pln pts md_clear flush_l1d

Click to see the NVIDIA-SMI Output ↕

The output of NVIDIA SMI for Quadro_RTX_6000 is

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 430.26       Driver Version: 430.26       CUDA Version: 10.2     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Quadro RTX 6000     On   | 00000000:04:00.0 Off |                  Off |
| 33%   55C    P2    75W / 260W |    574MiB / 24220MiB |     47%      Default |
+-------------------------------+----------------------+----------------------+

Tesla_T4

The system is a local instances running on

Click to see the CPU Information ↕

The output of lscpu is

Architecture:          x86_64
CPU op-mode(s):        32-bit, 64-bit
Byte Order:            Little Endian
CPU(s):                4
On-line CPU(s) list:   0,1
Off-line CPU(s) list:  2,3
Thread(s) per core:    1
Core(s) per socket:    2
Socket(s):             1
NUMA node(s):          1
Vendor ID:             GenuineIntel
CPU family:            6
Model:                 85
Model name:            Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
Stepping:              7
CPU MHz:               2500.000
BogoMIPS:              5000.00
Hypervisor vendor:     KVM
Virtualization type:   full
L1d cache:             32K
L1i cache:             32K
L2 cache:              1024K
L3 cache:              36608K
NUMA node0 CPU(s):     0,1
Flags:                 fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single pti fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid mpx avx512f rdseed adx smap clflushopt clwb avx512cd xsaveopt xsavec xgetbv1 ida arat pku

Click to see the NVIDIA-SMI Output ↕

The output of NVIDIA SMI for Tesla_T4 is

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 418.87.00    Driver Version: 418.87.00    CUDA Version: 10.1     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Tesla T4            On   | 00000000:00:1E.0 Off |                    0 |
| N/A   43C    P8    16W /  70W |      0MiB / 15079MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

System Pricing

System	AWS Instance	Price/hr
Tesla_K80	p2.xlarge	\$0.90
Tesla_M60	g3s.xlarge	\$0.75
GRID_K520	g2.2xlarge	\$0.65
TITAN_Xp	(local)	-
TITAN_V	(local)	-
Tesla_V100-SXM2-16GB	p3.2xlarge	\$3.06
Quadro_RTX_6000	(local)	-
Tesla_T4	g4dn.xlarge	\$0.52