Jetson TX2 CUDA CPU Monitor

Testing for a future article on Phoronix.

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March 13 2017
 
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Jetson TX2 CUDA CPU MonitorProcessorMotherboardMemoryDiskGraphicsOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionJetson TX1Jetson TX2 Max-QJetson TX2 Max-PARMv8 rev 1 @ 1.73GHz (4 Cores)jetson_tx14096MB16GB 016G32NVIDIA Tegra X1 (nvgpu)/Ubuntu 16.043.10.96-tegra (aarch64)Unity 7.4.0X Server 1.18.3NVIDIA 24.2.14.5.01.0.8GCC 5.4.0 20160609 + CUDA 8.0ext43840x2160ARMv8 rev 3 @ 1.27GHz (6 Cores)quill8192MB31GB 032G34GP10B (nvgpu)/4.4.15-tegra (aarch64)NVIDIA 27.1.0OpenBenchmarking.orgEnvironment Details- Jetson TX1: __GL_PERFMON_MODE=1Compiler Details- --build=aarch64-linux-gnu --disable-browser-plugin --disable-libquadmath --disable-werror --enable-checking=release --enable-clocale=gnu --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --target=aarch64-linux-gnu --with-arch-directory=aarch64 --with-default-libstdcxx-abi=new -v Processor Details- Jetson TX1: Scaling Governor: tegra interactive- Jetson TX2 Max-Q: Scaling Governor: tegra_cpufreq schedutil- Jetson TX2 Max-P: Scaling Governor: tegra_cpufreq schedutil

Jetson TX1Jetson TX2 Max-QJetson TX2 Max-PResult OverviewPhoronix Test Suite 10.4.0100%110%119%129%SHOC Scalable HeterOgeneous ComputingFFTWCaffeCUDA Mini-Nbody

Jetson TX2 CUDA CPU Monitorshoc: CUDA - Max SP Flopsshoc: CUDA - Bus Speed Readbackshoc: CUDA - Bus Speed Downloadcuda-mini-nbody: Originalcaffe: CUDA Googlenetfftw: Stock - 2D FFT Size 128shoc: CUDA - Texture Read Bandwidthshoc: CUDA - Triadshoc: CUDA - MD5 Hashshoc: CUDA - FFT SPcaffe: CUDA AlexNetJetson TX1Jetson TX2 Max-QJetson TX2 Max-P481.799.839.51546.264370811543.8244.282.750.7551.20205601429.5315.5415.37548.313786441156.3052.469.600.6759.64179178559.0815.2615.15528.003225351566.9869.323.460.879.80155001OpenBenchmarking.org

System Temperature Monitor

OpenBenchmarking.orgCelsiusSystem Temperature MonitorPhoronix Test Suite System MonitoringJetson TX2 Max-PJetson TX2 Max-Q816243240Min: 30 / Avg: 35.78 / Max: 39Min: 30 / Avg: 33.12 / Max: 35.5

SHOC Scalable HeterOgeneous Computing

MinAvgMaxJetson TX2 Max-P15317583518Jetson TX2 Max-Q15312312524OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Power Consumption Monitor10002000300040005000

MinAvgMaxJetson TX2 Max-P1538441071Jetson TX2 Max-Q229460535OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor2004006008001000

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Max SP FlopsJetson TX2 Max-QJetson TX1Jetson TX2 Max-P120240360480600SE +/- 0.00, N = 3SE +/- 0.32, N = 3SE +/- 1.36, N = 3429.53481.79559.081. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Max SP FlopsJetson TX2 Max-QJetson TX1Jetson TX2 Max-P100200300400500Min: 429.53 / Avg: 429.53 / Max: 429.54Min: 481.34 / Avg: 481.79 / Max: 482.41Min: 556.36 / Avg: 559.08 / Max: 560.441. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

MinAvgMaxJetson TX2 Max-P32.5033.033.50Jetson TX2 Max-Q32.0032.232.50OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Temperature Monitor1020304050

MinAvgMaxJetson TX2 Max-Q310243415664Jetson TX2 Max-P302643255358OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption Monitor14002800420056007000

MinAvgMaxJetson TX2 Max-Q153321.0535Jetson TX2 Max-P153229.4306OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Power Consumption Monitor140280420560700

MinAvgMaxJetson TX2 Max-P153566765Jetson TX2 Max-Q229382459OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor2004006008001000

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Bus Speed ReadbackJetson TX1Jetson TX2 Max-PJetson TX2 Max-Q48121620SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 39.8315.2615.541. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Bus Speed ReadbackJetson TX1Jetson TX2 Max-PJetson TX2 Max-Q48121620Min: 9.8 / Avg: 9.83 / Max: 9.84Min: 15.21 / Avg: 15.26 / Max: 15.31Min: 15.42 / Avg: 15.54 / Max: 15.661. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

MinAvgMaxJetson TX2 Max-P34.0034.334.50Jetson TX2 Max-Q32.5032.833.00OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Temperature Monitor1020304050

MinAvgMaxJetson TX2 Max-P340746015817Jetson TX2 Max-Q310241575932OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption Monitor16003200480064008000

MinAvgMaxJetson TX2 Max-P153275.2382Jetson TX2 Max-Q153260.0459OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Power Consumption Monitor120240360480600

MinAvgMaxJetson TX2 Max-P153734995Jetson TX2 Max-Q229367535OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor2004006008001000

MinAvgMaxJetson TX2 Max-P306454197150Jetson TX2 Max-Q310245015891OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption Monitor2K4K6K8K10K

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Bus Speed DownloadJetson TX1Jetson TX2 Max-PJetson TX2 Max-Q48121620SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 39.5115.1515.371. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Bus Speed DownloadJetson TX1Jetson TX2 Max-PJetson TX2 Max-Q48121620Min: 9.51 / Avg: 9.51 / Max: 9.53Min: 14.94 / Avg: 15.15 / Max: 15.3Min: 15.27 / Avg: 15.37 / Max: 15.441. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

CUDA Mini-Nbody

MinAvgMaxJetson TX2 Max-P3064902910812Jetson TX2 Max-Q306475238183OpenBenchmarking.orgMilliwatts, Fewer Is BetterCUDA Mini-Nbody 2015-11-10System Power Consumption Monitor2K4K6K8K10K

MinAvgMaxJetson TX2 Max-P15344756874Jetson TX2 Max-Q15335604204OpenBenchmarking.orgMilliwatts, Fewer Is BetterCUDA Mini-Nbody 2015-11-10GPU Power Consumption Monitor2K4K6K8K10K

MinAvgMaxJetson TX2 Max-P1539541757Jetson TX2 Max-Q229458611OpenBenchmarking.orgMilliwatts, Fewer Is BetterCUDA Mini-Nbody 2015-11-10CPU Power Consumption Monitor5001000150020002500

OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalJetson TX2 Max-QJetson TX1Jetson TX2 Max-P120240360480600SE +/- 0.20, N = 3SE +/- 6.92, N = 3SE +/- 2.47, N = 3548.31546.26528.00
OpenBenchmarking.orgSeconds, Fewer Is BetterCUDA Mini-Nbody 2015-11-10Test: OriginalJetson TX2 Max-QJetson TX1Jetson TX2 Max-P100200300400500Min: 548.01 / Avg: 548.31 / Max: 548.68Min: 535.54 / Avg: 546.26 / Max: 559.21Min: 523.18 / Avg: 528 / Max: 531.36

Caffe

MinAvgMaxJetson TX2 Max-P34.0038.039.00Jetson TX2 Max-Q32.0034.535.00OpenBenchmarking.orgCelsius, Fewer Is BetterCaffe 2016-12-29System Temperature Monitor1122334455

MinAvgMaxJetson TX2 Max-P306492189938Jetson TX2 Max-Q310272247839OpenBenchmarking.orgMilliwatts, Fewer Is BetterCaffe 2016-12-29System Power Consumption Monitor2K4K6K8K10K

MinAvgMaxJetson TX2 Max-P15339744279Jetson TX2 Max-Q15325832829OpenBenchmarking.orgMilliwatts, Fewer Is BetterCaffe 2016-12-29GPU Power Consumption Monitor11002200330044005500

MinAvgMaxJetson TX2 Max-P1538381069Jetson TX2 Max-Q229460612OpenBenchmarking.orgMilliwatts, Fewer Is BetterCaffe 2016-12-29CPU Power Consumption Monitor2004006008001000

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CUDA GooglenetJetson TX1Jetson TX2 Max-QJetson TX2 Max-P90K180K270K360K450KSE +/- 2499.38, N = 3SE +/- 237.39, N = 3SE +/- 169.21, N = 34370813786443225351. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas
OpenBenchmarking.orgMilli-Seconds x Core, Fewer Is BetterCaffe 2016-12-29Performance Per Core - Build: CUDA GooglenetJetson TX2 Max-QJetson TX2 Max-PJetson TX1500K1000K1500K2000K2500K2271864193521017483241. Jetson TX2 Max-Q: Detected core count of 62. Jetson TX2 Max-P: Detected core count of 63. Jetson TX1: Detected core count of 4
OpenBenchmarking.orgMilli-Seconds x GHz, Fewer Is BetterCaffe 2016-12-29Performance Per Clock - Build: CUDA GooglenetJetson TX1Jetson TX2 Max-QJetson TX2 Max-P160K320K480K640K800K756150.13480877.88409619.451. Jetson TX1: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.732. Jetson TX2 Max-Q: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.27 3. Jetson TX2 Max-P: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.27
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CUDA GooglenetJetson TX1Jetson TX2 Max-QJetson TX2 Max-P80K160K240K320K400KMin: 434303 / Avg: 437081 / Max: 442069Min: 378372 / Avg: 378644 / Max: 379117Min: 322246 / Avg: 322535 / Max: 3228321. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas

MinAvgMaxJetson TX2 Max-P30.0035.237.00Jetson TX2 Max-Q30.0033.234.00OpenBenchmarking.orgCelsius, Fewer Is BetterCaffe 2016-12-29System Temperature Monitor1122334455

MinAvgMaxJetson TX2 Max-P302680598562Jetson TX2 Max-Q306464867265OpenBenchmarking.orgMilliwatts, Fewer Is BetterCaffe 2016-12-29System Power Consumption Monitor2K4K6K8K10K

MinAvgMaxJetson TX2 Max-P15330943210Jetson TX2 Max-Q15320452142OpenBenchmarking.orgMilliwatts, Fewer Is BetterCaffe 2016-12-29GPU Power Consumption Monitor8001600240032004000

CUDA Mini-Nbody

MinAvgMaxJetson TX2 Max-P31.5037.239.00Jetson TX2 Max-Q31.0034.835.50OpenBenchmarking.orgCelsius, Fewer Is BetterCUDA Mini-Nbody 2015-11-10System Temperature Monitor1122334455

Caffe

MinAvgMaxJetson TX2 Max-P153836993Jetson TX2 Max-Q229462764OpenBenchmarking.orgMilliwatts, Fewer Is BetterCaffe 2016-12-29CPU Power Consumption Monitor2004006008001000

SHOC Scalable HeterOgeneous Computing

MinAvgMaxJetson TX2 Max-P32.0032.733.50Jetson TX2 Max-Q30.5031.332.50OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Temperature Monitor1020304050

MinAvgMaxJetson TX2 Max-P153823917Jetson TX2 Max-Q229456535OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor2004006008001000

System Power Consumption Monitor

OpenBenchmarking.orgMilliwattsSystem Power Consumption MonitorPhoronix Test Suite System MonitoringJetson TX2 Max-PJetson TX2 Max-Q2K4K6K8K10KMin: 2949 / Avg: 7660 / Max: 10812Min: 3026 / Avg: 6014.23 / Max: 8183

GPU Power Consumption Monitor

OpenBenchmarking.orgMilliwattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringJetson TX2 Max-PJetson TX2 Max-Q12002400360048006000Min: 153 / Avg: 3157.65 / Max: 6874Min: 153 / Avg: 2113.47 / Max: 4204

CPU Power Consumption Monitor

OpenBenchmarking.orgMilliwattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringJetson TX2 Max-PJetson TX2 Max-Q30060090012001500Min: 153 / Avg: 838.35 / Max: 1757Min: 229 / Avg: 450.17 / Max: 764

FFTW

MinAvgMaxJetson TX2 Max-P31.0031.832.50Jetson TX2 Max-Q30.5030.531.00OpenBenchmarking.orgCelsius, Fewer Is BetterFFTW 3.3.4System Temperature Monitor1020304050

MinAvgMaxJetson TX2 Max-P298735653828Jetson TX2 Max-Q310233723675OpenBenchmarking.orgMilliwatts, Fewer Is BetterFFTW 3.3.4System Power Consumption Monitor10002000300040005000

OpenBenchmarking.orgMilliwatts, Fewer Is BetterFFTW 3.3.4GPU Power Consumption MonitorJetson TX2 Max-PJetson TX2 Max-Q306090120150153153

MinAvgMaxJetson TX2 Max-P153731995Jetson TX2 Max-Q229480536OpenBenchmarking.orgMilliwatts, Fewer Is BetterFFTW 3.3.4CPU Power Consumption Monitor2004006008001000

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.4Build: Stock - Size: 2D FFT Size 128Jetson TX2 Max-QJetson TX1Jetson TX2 Max-P30060090012001500SE +/- 4.79, N = 5SE +/- 11.70, N = 5SE +/- 19.29, N = 51156.301543.821566.981. (CC) gcc options: -O3 -fomit-frame-pointer -mtune=native -fstrict-aliasing -fno-schedule-insns -ffast-math -lm
OpenBenchmarking.orgMflops Per Core, More Is BetterFFTW 3.3.4Performance Per Core - Build: Stock - Size: 2D FFT Size 128Jetson TX2 Max-QJetson TX2 Max-PJetson TX180160240320400192.72261.16385.961. Jetson TX2 Max-Q: Detected core count of 62. Jetson TX2 Max-P: Detected core count of 63. Jetson TX1: Detected core count of 4
OpenBenchmarking.orgMflops Per GHz, More Is BetterFFTW 3.3.4Performance Per Clock - Build: Stock - Size: 2D FFT Size 128Jetson TX1Jetson TX2 Max-QJetson TX2 Max-P30060090012001500892.38910.471233.841. Jetson TX1: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.732. Jetson TX2 Max-Q: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.27 3. Jetson TX2 Max-P: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.27
OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.4Build: Stock - Size: 2D FFT Size 128Jetson TX2 Max-QJetson TX1Jetson TX2 Max-P30060090012001500Min: 1142.1 / Avg: 1156.3 / Max: 1168.9Min: 1518.8 / Avg: 1543.82 / Max: 1581.2Min: 1522.2 / Avg: 1566.98 / Max: 1638.31. (CC) gcc options: -O3 -fomit-frame-pointer -mtune=native -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

SHOC Scalable HeterOgeneous Computing

MinAvgMaxJetson TX2 Max-P31.5032.232.50Jetson TX2 Max-Q30.5030.931.50OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Temperature Monitor1020304050

MinAvgMaxJetson TX2 Max-P298738364249Jetson TX2 Max-Q310236283867OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption Monitor11002200330044005500

OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Power Consumption MonitorJetson TX2 Max-PJetson TX2 Max-Q306090120150153153

MinAvgMaxJetson TX2 Max-P153668689Jetson TX2 Max-Q229378382OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor2004006008001000

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Texture Read BandwidthJetson TX1Jetson TX2 Max-QJetson TX2 Max-P1530456075SE +/- 0.89, N = 3SE +/- 1.37, N = 3SE +/- 2.30, N = 344.2852.4669.321. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: Texture Read BandwidthJetson TX1Jetson TX2 Max-QJetson TX2 Max-P1326395265Min: 43.11 / Avg: 44.28 / Max: 46.03Min: 51.09 / Avg: 52.46 / Max: 55.21Min: 64.72 / Avg: 69.32 / Max: 71.651. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: TriadJetson TX1Jetson TX2 Max-PJetson TX2 Max-Q3691215SE +/- 0.12, N = 6SE +/- 0.59, N = 3SE +/- 0.02, N = 32.753.469.601. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: TriadJetson TX1Jetson TX2 Max-PJetson TX2 Max-Q3691215Min: 2.52 / Avg: 2.75 / Max: 3.13Min: 2.87 / Avg: 3.46 / Max: 4.64Min: 9.57 / Avg: 9.6 / Max: 9.641. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

MinAvgMaxJetson TX2 Max-P3026901610010Jetson TX2 Max-Q306467227265OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption Monitor2K4K6K8K10K

MinAvgMaxJetson TX2 Max-P15354386113Jetson TX2 Max-Q15334473594OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Power Consumption Monitor16003200480064008000

MinAvgMaxJetson TX2 Max-P153785840Jetson TX2 Max-Q229450459OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor2004006008001000

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: MD5 HashJetson TX2 Max-QJetson TX1Jetson TX2 Max-P0.19580.39160.58740.78320.979SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.670.750.871. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: MD5 HashJetson TX2 Max-QJetson TX1Jetson TX2 Max-P246810Min: 0.67 / Avg: 0.67 / Max: 0.67Min: 0.75 / Avg: 0.75 / Max: 0.75Min: 0.87 / Avg: 0.87 / Max: 0.871. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

MinAvgMaxJetson TX2 Max-P31.5032.233.00Jetson TX2 Max-Q30.5031.131.50OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Temperature Monitor1020304050

MinAvgMaxJetson TX2 Max-P298738804784Jetson TX2 Max-Q314036646733OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption Monitor2K4K6K8K10K

MinAvgMaxJetson TX2 Max-Q1533091606Jetson TX2 Max-P153245459OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Power Consumption Monitor400800120016002000

MinAvgMaxJetson TX2 Max-P153729918Jetson TX2 Max-Q229386459OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10CPU Power Consumption Monitor2004006008001000

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: FFT SPJetson TX2 Max-PJetson TX1Jetson TX2 Max-Q1326395265SE +/- 0.00, N = 3SE +/- 0.24, N = 3SE +/- 0.00, N = 39.8051.2059.641. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft
OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Target: CUDA - Benchmark: FFT SPJetson TX2 Max-PJetson TX1Jetson TX2 Max-Q1224364860Min: 9.8 / Avg: 9.8 / Max: 9.8Min: 50.73 / Avg: 51.2 / Max: 51.54Min: 59.64 / Avg: 59.64 / Max: 59.641. (CXX) g++ options: -O2 -lSHOCCommon -lcudadevrt -lcudart_static -lrt -lpthread -ldl -lcufft

MinAvgMaxJetson TX2 Max-P31.5033.534.00Jetson TX2 Max-Q30.5032.032.50OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Temperature Monitor1020304050

MinAvgMaxJetson TX2 Max-P298772518829Jetson TX2 Max-Q306465548145OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Power Consumption Monitor2K4K6K8K10K

MinAvgMaxJetson TX2 Max-P15314341988Jetson TX2 Max-Q15310461530OpenBenchmarking.orgMilliwatts, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10GPU Power Consumption Monitor5001000150020002500

MinAvgMaxJetson TX2 Max-P31.0034.435.50Jetson TX2 Max-Q30.5032.333.00OpenBenchmarking.orgCelsius, Fewer Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10System Temperature Monitor1020304050

Caffe

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CUDA AlexNetJetson TX1Jetson TX2 Max-QJetson TX2 Max-P40K80K120K160K200KSE +/- 1603.72, N = 3SE +/- 128.45, N = 3SE +/- 129.47, N = 32056011791781550011. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas
OpenBenchmarking.orgMilli-Seconds x Core, Fewer Is BetterCaffe 2016-12-29Performance Per Core - Build: CUDA AlexNetJetson TX2 Max-QJetson TX2 Max-PJetson TX1200K400K600K800K1000K10750689300068224041. Jetson TX2 Max-Q: Detected core count of 62. Jetson TX2 Max-P: Detected core count of 63. Jetson TX1: Detected core count of 4
OpenBenchmarking.orgMilli-Seconds x GHz, Fewer Is BetterCaffe 2016-12-29Performance Per Clock - Build: CUDA AlexNetJetson TX1Jetson TX2 Max-QJetson TX2 Max-P80K160K240K320K400K355689.73227556.06196851.271. Jetson TX1: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.732. Jetson TX2 Max-Q: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.27 3. Jetson TX2 Max-P: Detected GHz base clock speed (use PTS sensors for real-time frequency/sensor reporting) count of 1.27
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2016-12-29Build: CUDA AlexNetJetson TX1Jetson TX2 Max-QJetson TX2 Max-P40K80K120K160K200KMin: 202566 / Avg: 205601 / Max: 208017Min: 178989 / Avg: 179177.67 / Max: 179423Min: 154817 / Avg: 155001.33 / Max: 1552511. (CXX) g++ options: -pthread -fPIC -O2 -lcaffe -lglog -lgflags -lprotobuf -lboost_system -lboost_filesystem -lm -lhdf5_hl -lhdf5 -lleveldb -lsnappy -llmdb -lopencv_core -lopencv_highgui -lopencv_imgproc -lboost_thread -lstdc++ -lcblas -latlas