Azure HBv3 benchmarks against other Microsoft Azure HPC instance types. Benchmarks by Michael Larabel for a future article on phoronix.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2104126-PTS-MSAZURE208
Microsoft Azure EPYC 7003 HBv3 Benchmarks
Azure HBv3 benchmarks against other Microsoft Azure HPC instance types. Benchmarks by Michael Larabel for a future article on phoronix.
,,"Azure HBv3 - EPYC 7V13","Azure HBv2 - EPYC 7V12","Azure HBv1 - EPYC 7551","Azure HC - Xeon 8168"
Processor,,2 x AMD EPYC 7V13 64-Core (120 Cores),2 x AMD EPYC 7V12 64-Core (120 Cores),2 x AMD EPYC 7551 32-Core (60 Cores),2 x Intel Xeon Platinum 8168 (44 Cores)
Motherboard,,Microsoft Virtual Machine (Hyper-V UEFI v4.1 BIOS),Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS),Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS),Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS)
Memory,,442GB,450GB,226GB,348GB
Disk,,2 x 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk,960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk,32GB Virtual Disk + 752GB Virtual Disk,32GB Virtual Disk + 752GB Virtual Disk
Graphics,,hyperv_fb,hyperv_fb,hyperv_fb,hyperv_fb
OS,,CentOS Linux 8,CentOS Linux 8,CentOS Linux 8,CentOS Linux 8
Kernel,,4.18.0-147.8.1.el8_1.x86_64 (x86_64),4.18.0-147.8.1.el8_1.x86_64 (x86_64),4.18.0-147.8.1.el8_1.x86_64 (x86_64),4.18.0-147.8.1.el8_1.x86_64 (x86_64)
Compiler,,GCC 8.3.1 20190507,GCC 8.3.1 20190507,GCC 8.3.1 20190507,GCC 8.3.1 20190507
File-System,,nfs,nfs,nfs,nfs
Screen Resolution,,1152x864,1152x864,1152x864,1152x864
System Layer,,microsoft,microsoft,microsoft,microsoft
,,"Azure HBv3 - EPYC 7V13","Azure HBv2 - EPYC 7V12","Azure HBv1 - EPYC 7551","Azure HC - Xeon 8168"
"oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.455682,0.732130,2.73621,0.668641
"oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU (ms)",LIB,9.50445,12.1051,7.91569,2.67914
"Pennant - Test: sedovbig (Hydro Cycle Time - sec)",LIB,5.833419,6.026449,15.52899,23.87126
"Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,3184.2,2653.1,920.1,1188.2
"oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU (ms)",LIB,1.58182,1.59557,3.94077,1.21181
"Pennant - Test: leblancbig (Hydro Cycle Time - sec)",LIB,3.337201,3.486503,10.33764,10.52920
"oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.445223,0.524737,1.15465,0.398005
"GROMACS - Water Benchmark (Ns/Day)",HIB,9.041,8.458,3.288,4.866
"SVT-VP9 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p (FPS)",HIB,337.71,140.59,129.44,299.95
"NAMD - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,0.27566,0.30056,0.70947,0.52569
"Rodinia - Test: OpenMP LavaMD (sec)",LIB,37.803,39.198,90.175,94.119
"SVT-AV1 - Encoder Mode: Enc Mode 8 - Input: 1080p (FPS)",HIB,94.028,78.104,40.146,57.377
"NAS Parallel Benchmarks - Test / Class: LU.C (Mop/s)",HIB,56682.82,53829.34,25304.19,
"Mobile Neural Network - Model: inception-v3 (ms)",LIB,34.710,55.356,76.799,35.673
"Botan - Test: ChaCha20Poly1305 (MiB/s)",HIB,667.765,615.795,303.243,633.217
"Botan - Test: ChaCha20Poly1305 - Decrypt (MiB/s)",HIB,658.370,610.861,300.178,626.919
"LULESH - (z/s)",HIB,41636.603,34803.539,19011.458,20846.590
"PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: CPU (FPS)",HIB,34.53,23.12,15.97,34.66
"SVT-HEVC - Tuning: 1 - Input: Bosphorus 1080p (FPS)",HIB,45.39,36.12,21.12,23.87
"oneDNN - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU (ms)",LIB,0.881307,1.12484,1.87834,0.931073
"SVT-AV1 - Encoder Mode: Enc Mode 0 - Input: 1080p (FPS)",HIB,0.161,0.124,0.076,0.111
"PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: CPU (FPS)",HIB,38.39,25.57,19.88,41.54
"Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,3717.5,2631.0,2005.4,1903.9
"Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,3727.5,2674.2,2019.3,1991.3
"FinanceBench - Benchmark: Bonds OpenMP (ms)",LIB,104884.294271,133719.328125,195702.796875,130250.449219
"QuantLib - (MFLOPS)",HIB,2299.3,1725.2,1251.7,1812.9
"FinanceBench - Benchmark: Repo OpenMP (ms)",LIB,59196.546875,75154.257813,108606.502604,71609.065104
"Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,4256.8,3037.5,2339.6,2350.2
"Rodinia - Test: OpenMP HotSpot3D (sec)",LIB,82.489,107.976,145.569,115.832
"Xcompact3d Incompact3d - Input: X3D-benchmarking input.i3d (sec)",LIB,287.599508,318.905009,455.812378,507.295970
"Timed Node.js Compilation - Time To Compile (sec)",LIB,111.327,118.969,194.550,189.096
"Timed LLVM Compilation - Time To Compile (sec)",LIB,163.760,174.743,283.291,251.744
"Botan - Test: AES-256 (MiB/s)",HIB,5412.131,3934.401,3144.313,3155.391
"Botan - Test: AES-256 - Decrypt (MiB/s)",HIB,5407.477,3938.444,3151.228,3159.852
"Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,771.9,588.0,468.8,649.3
"GNU GMP GMPbench - Total Time (GMPbench Score)",HIB,4893.4,4155.5,3021.3,4196.5
"Botan - Test: Twofish (MiB/s)",HIB,346.319,280.902,217.312,293.551
"Botan - Test: Twofish - Decrypt (MiB/s)",HIB,345.776,283.257,218.034,294.381
"Botan - Test: Blowfish - Decrypt (MiB/s)",HIB,425.158,349.147,272.733,365.547
"Botan - Test: Blowfish (MiB/s)",HIB,424.738,348.425,273.039,367.942
"TNN - Target: CPU - Model: SqueezeNet v1.1 (ms)",LIB,272.614,323.615,420.047,398.404
"Timed MAFFT Alignment - Multiple Sequence Alignment - LSU RNA (sec)",LIB,14.326,16.064,22.067,15.627
"Botan - Test: CAST-256 (MiB/s)",HIB,133.691,113.600,88.545,116.630
"Botan - Test: KASUMI (MiB/s)",HIB,87.480,73.175,57.950,76.149
"Botan - Test: CAST-256 - Decrypt (MiB/s)",HIB,133.665,113.724,88.555,116.573
"Botan - Test: KASUMI - Decrypt (MiB/s)",HIB,84.059,71.101,55.980,74.287
"High Performance Conjugate Gradient - (GFLOP/s)",HIB,39.0620,37.2686,30.4314,26.0381
"Timed Linux Kernel Compilation - Time To Compile (sec)",LIB,42.008,44.922,58.738,55.324
"PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU (FPS)",HIB,6.27,5.60,4.80,4.91
"Mobile Neural Network - Model: resnet-v2-50 (ms)",LIB,29.086,52.533,62.446,29.006
"Mobile Neural Network - Model: SqueezeNetV1.0 (ms)",LIB,8.224,14.136,17.194,8.226
"TensorFlow Lite - Model: SqueezeNet (us)",LIB,66320.4,74885.4,95206.2,73517.3
"oneDNN - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,540.194,796.816,3423.15,458.201
"oneDNN - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,843.103,1294.53,5355.24,753.356
"oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU (ms)",LIB,0.255501,0.350347,1.51271,0.352180
"oneDNN - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,561.773,791.460,3373.88,459.576
"oneDNN - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,962.336,1287.03,5539.48,746.464
"oneDNN - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU (ms)",LIB,530.898,778.305,3344.14,462.855
"oneDNN - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU (ms)",LIB,875.166,1314.00,5524.50,744.355
"oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.406686,1.031942,2.40561,0.551467
"oneDNN - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.383855,0.441012,1.76355,0.474311
"oneDNN - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU (ms)",LIB,3.21204,9.68321,10.22263,3.28160
"SVT-HEVC - Tuning: 10 - Input: Bosphorus 1080p (FPS)",HIB,548.33,379.91,141.93,480.79
"SVT-HEVC - Tuning: 7 - Input: Bosphorus 1080p (FPS)",HIB,378.01,166.90,119.20,256.28
"SVT-AV1 - Encoder Mode: Enc Mode 4 - Input: 1080p (FPS)",HIB,12.275,9.512,4.669,7.621
"Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,78.2,69.5,48.5,76.3
"CloverLeaf - Lagrangian-Eulerian Hydrodynamics (sec)",LIB,16.66,23.78,25.00,20.19