rpyc jan

AMD EPYC 7F32 8-Core testing with a ASRockRack EPYCD8 (P2.40 BIOS) and ASPEED on Debian 12 via the Phoronix Test Suite.

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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
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HPC - High Performance Computing 5 Tests
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January 14
  2 Days, 18 Hours, 59 Minutes
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January 14
  2 Days, 19 Hours
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rpyc jan AMD EPYC 7F32 8-Core testing with a ASRockRack EPYCD8 (P2.40 BIOS) and ASPEED on Debian 12 via the Phoronix Test Suite. ,,"a","b" Processor,,AMD EPYC 7F32 8-Core @ 3.70GHz (8 Cores / 16 Threads),AMD EPYC 7F32 8-Core @ 3.70GHz (8 Cores / 16 Threads) Motherboard,,ASRockRack EPYCD8 (P2.40 BIOS),ASRockRack EPYCD8 (P2.40 BIOS) Chipset,,AMD Starship/Matisse,AMD Starship/Matisse Memory,,7 x 4 GB DDR4-2666MT/s Micron 9ASF51272PZ-2G6B1,7 x 4 GB DDR4-2666MT/s Micron 9ASF51272PZ-2G6B1 Disk,,Samsung SSD 970 EVO Plus 250GB,Samsung SSD 970 EVO Plus 250GB Graphics,,ASPEED,ASPEED Network,,2 x Intel I350,2 x Intel I350 OS,,Debian 12,Debian 12 Kernel,,6.1.0-11-amd64 (x86_64),6.1.0-11-amd64 (x86_64) Display Server,,X Server,X Server Compiler,,GCC 12.2.0,GCC 12.2.0 File-System,,ext4,ext4 Screen Resolution,,1024x768,1024x768 ,,"a","b" "Apache Spark TPC-DS - Scale Factor: 10 - Q90 (sec)",LIB,4.03,3.2 "Llama.cpp - Model: llama-2-13b.Q4_0.gguf (Tokens/sec)",HIB,5.16,6.34 "TensorFlow - Device: CPU - Batch Size: 1 - Model: AlexNet (images/sec)",HIB,8.88,7.23 "TensorFlow - Device: CPU - Batch Size: 1 - Model: VGG-16 (images/sec)",HIB,2.59,2.13 "Apache Spark TPC-DS - Scale Factor: 10 - Q33 (sec)",LIB,7.13,5.91 "Apache Spark TPC-DS - Scale Factor: 1 - Q39 (sec)",LIB,1.19,1.43 "Apache Spark TPC-DS - Scale Factor: 10 - Q46 (sec)",LIB,5.34,6.29 "Apache Spark TPC-DS - Scale Factor: 1 - Q16 (sec)",LIB,2.59,3.05 "Apache Spark TPC-DS - Scale Factor: 10 - Q48 (sec)",LIB,4.91,4.18 "Apache Spark TPC-DS - Scale Factor: 1 - Q33 (sec)",LIB,4.74,5.48 "TensorFlow - Device: CPU - Batch Size: 16 - Model: AlexNet (images/sec)",HIB,59.35,51.44 "TensorFlow - Device: CPU - Batch Size: 16 - Model: ResNet-50 (images/sec)",HIB,11.52,10.04 "Apache Spark TPC-DS - Scale Factor: 10 - Q38 (sec)",LIB,8.95,7.94 "Apache Spark TPC-DS - Scale Factor: 1 - Q79 (sec)",LIB,3.95,4.44 "Apache Spark TPC-DS - Scale Factor: 10 - Q65 (sec)",LIB,8,7.13 "Apache Spark TPC-DS - Scale Factor: 1 - Q73 (sec)",LIB,4.31,3.85 "Llama.cpp - Model: llama-2-7b.Q4_0.gguf (Tokens/sec)",HIB,11.32,12.67 "Apache Spark TPC-DS - Scale Factor: 1 - Q40 (sec)",LIB,3.98,4.45 "Apache Spark TPC-DS - Scale Factor: 1 - Q65 (sec)",LIB,4.62,5.15 "Apache Spark TPC-DS - Scale Factor: 10 - Q97 (sec)",LIB,8.04,7.22 "Apache Spark TPC-DS - Scale Factor: 10 - Q26 (sec)",LIB,5.63,5.06 "Apache Spark TPC-DS - Scale Factor: 10 - Q99 (sec)",LIB,4.43,3.99 "Apache Spark TPC-DS - Scale Factor: 10 - Q27 (sec)",LIB,5.85,6.49 "TensorFlow - Device: CPU - Batch Size: 16 - Model: VGG-16 (images/sec)",HIB,4.69,4.23 "Apache Spark TPC-DS - Scale Factor: 1 - Q75 (sec)",LIB,7.88,7.12 "Apache Spark TPC-DS - Scale Factor: 1 - Q24 (sec)",LIB,0.94,1.04 "Apache Spark TPC-DS - Scale Factor: 1 - Q82 (sec)",LIB,5.05,4.57 "PyTorch - Device: CPU - Batch Size: 16 - Model: ResNet-152 (batches/sec)",HIB,7.44,8.21 "Apache Spark TPC-DS - Scale Factor: 10 - Q31 (sec)",LIB,10.19,9.24 "Apache Spark TPC-DS - Scale Factor: 10 - Q03 (sec)",LIB,3.93,4.32 "Apache Spark TPC-DS - Scale Factor: 10 - Q73 (sec)",LIB,5.49,6.02 "Apache Spark TPC-DS - Scale Factor: 10 - Q36 (sec)",LIB,4.93,5.4 "Apache Spark TPC-DS - Scale Factor: 1 - Q45 (sec)",LIB,3.83,4.19 "Apache Spark TPC-DS - Scale Factor: 1 - Q56 (sec)",LIB,5.09,4.66 "Apache Spark TPC-DS - Scale Factor: 10 - Q76 (sec)",LIB,6.1,5.59 "Apache Spark TPC-DS - Scale Factor: 1 - Q88 (sec)",LIB,6.61,7.21 "Apache Spark TPC-DS - Scale Factor: 1 - Q18 (sec)",LIB,5.66,6.17 "Apache Spark TPC-DS - Scale Factor: 10 - Q02 (sec)",LIB,5.03,5.48 "Apache Spark TPC-DS - Scale Factor: 10 - Q92 (sec)",LIB,4.16,4.53 "Apache Spark TPC-DS - Scale Factor: 10 - Q42 (sec)",LIB,3.85,4.16 "Apache Spark TPC-DS - Scale Factor: 1 - Q53 (sec)",LIB,3.5,3.78 "Apache Spark TPC-DS - Scale Factor: 10 - Q55 (sec)",LIB,3.78,4.07 "Apache Spark TPC-DS - Scale Factor: 1 - Q42 (sec)",LIB,3.01,3.24 "Apache Spark TPC-DS - Scale Factor: 10 - Q79 (sec)",LIB,5.38,5.01 "Speedb - Test: Read While Writing (Op/s)",HIB,2257890,2104380 "TensorFlow - Device: CPU - Batch Size: 16 - Model: GoogLeNet (images/sec)",HIB,35.56,33.16 "Apache Spark TPC-DS - Scale Factor: 1 - Q55 (sec)",LIB,2.91,3.12 "Apache Spark TPC-DS - Scale Factor: 1 - Q28 (sec)",LIB,6.76,6.32 "Apache Spark TPC-DS - Scale Factor: 10 - Q14 (sec)",LIB,8.92,8.34 "PyTorch - Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_l (batches/sec)",HIB,4.19,4.48 "Apache Spark TPC-DS - Scale Factor: 10 - Q63 (sec)",LIB,4.85,5.18 "Apache Spark TPC-DS - Scale Factor: 10 - Q77 (sec)",LIB,7.08,7.56 "Apache Spark TPC-DS - Scale Factor: 10 - Q06 (sec)",LIB,7.98,8.52 "Apache Spark TPC-DS - Scale Factor: 1 - Q09 (sec)",LIB,4.29,4.02 "Apache Spark TPC-DS - Scale Factor: 10 - Q60 (sec)",LIB,7.47,7 "Apache Spark TPC-DS - Scale Factor: 10 - Q68 (sec)",LIB,5.89,6.27 "Apache Spark TPC-DS - Scale Factor: 10 - Q09 (sec)",LIB,4.97,5.29 "Apache Spark TPC-DS - Scale Factor: 10 - Q13 (sec)",LIB,5.85,5.5 "Apache Spark TPC-DS - Scale Factor: 10 - Q32 (sec)",LIB,4.28,4.55 "Apache Spark TPC-DS - Scale Factor: 1 - Q63 (sec)",LIB,3.71,3.49 "Apache Spark TPC-DS - Scale Factor: 10 - Q96 (sec)",LIB,3.23,3.04 "Apache Spark TPC-DS - Scale Factor: 1 - Q60 (sec)",LIB,5.28,4.97 "Apache Spark TPC-DS - Scale Factor: 10 - Q34 (sec)",LIB,6.49,6.11 "Apache Spark TPC-DS - Scale Factor: 1 - Q78 (sec)",LIB,7.69,7.24 "PyTorch - Device: CPU - Batch Size: 1 - Model: ResNet-152 (batches/sec)",HIB,10.83,11.50 "Apache Spark TPC-DS - Scale Factor: 10 - Q57 (sec)",LIB,7.71,7.27 "Apache Spark TPC-DS - Scale Factor: 1 - Q99 (sec)",LIB,3.66,3.88 "Apache Spark TPC-DS - Scale Factor: 10 - Q88 (sec)",LIB,8.63,8.16 "Apache Spark TPC-DS - Scale Factor: 10 - Q15 (sec)",LIB,5.2,5.49 "Apache Spark TPC-DS - Scale Factor: 10 - Q40 (sec)",LIB,8.34,7.9 "Apache Spark TPC-DS - Scale Factor: 1 - Q08 (sec)",LIB,4.39,4.16 "Apache Spark TPC-DS - Scale Factor: 1 - Q80 (sec)",LIB,7.42,7.04 "Apache Spark TPC-DS - Scale Factor: 1 - Q04 (sec)",LIB,7.47,7.87 "Apache Spark TPC-DS - Scale Factor: 1 - Q98 (sec)",LIB,2.2,2.09 "Apache Spark TPC-DS - Scale Factor: 1 - Q31 (sec)",LIB,6.63,6.97 "PyTorch - Device: CPU - Batch Size: 1 - Model: ResNet-50 (batches/sec)",HIB,26.58,27.92 "Apache Spark TPC-DS - Scale Factor: 10 - Q44 (sec)",LIB,2.78,2.65 "Apache Spark TPC-DS - Scale Factor: 1 - Q52 (sec)",LIB,3.28,3.44 "Apache Spark TPC-DS - Scale Factor: 10 - Q85 (sec)",LIB,8.18,7.8 "Apache Spark TPC-DS - Scale Factor: 1 - Q51 (sec)",LIB,6.63,6.95 "TensorFlow - Device: CPU - Batch Size: 1 - Model: GoogLeNet (images/sec)",HIB,9.89,9.44 "SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p (FPS)",HIB,255.926,268.084 "SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 1080p (FPS)",HIB,316.493,331.495 "Apache Spark TPC-DS - Scale Factor: 1 - Q25 (sec)",LIB,6.09,5.82 "Apache Spark TPC-DS - Scale Factor: 1 - Q69 (sec)",LIB,4.78,5 "Apache Spark TPC-DS - Scale Factor: 10 - Q21 (sec)",LIB,5.25,5.49 "Apache Spark TPC-DS - Scale Factor: 10 - Q01 (sec)",LIB,5.6,5.36 "Apache Spark TPC-DS - Scale Factor: 10 - Q98 (sec)",LIB,2.34,2.24 "Apache Spark TPC-DS - Scale Factor: 1 - Q87 (sec)",LIB,4.99,5.21 "Apache Spark TPC-DS - Scale Factor: 10 - Q89 (sec)",LIB,4.99,4.78 "Apache Spark TPC-DS - Scale Factor: 10 - Q87 (sec)",LIB,8.37,8.02 "Apache Spark TPC-DS - Scale Factor: 10 - Q28 (sec)",LIB,8.38,8.03 "Apache Spark TPC-DS - Scale Factor: 1 - Q76 (sec)",LIB,4.57,4.38 "Apache Spark TPC-DS - Scale Factor: 1 - Q06 (sec)",LIB,4.16,4.34 "Apache Spark TPC-DS - Scale Factor: 1 - Q26 (sec)",LIB,4.18,4.36 "Apache Spark TPC-DS - Scale Factor: 1 - Q21 (sec)",LIB,3.75,3.91 "Apache Spark TPC-DS - Scale Factor: 10 - Q69 (sec)",LIB,6.63,6.91 "Apache Spark TPC-DS - Scale Factor: 1 - Q13 (sec)",LIB,4.66,4.85 "Apache Spark TPC-DS - Scale Factor: 10 - Q56 (sec)",LIB,5.99,6.23 "Apache Spark TPC-DS - Scale Factor: 10 - Q67 (sec)",LIB,12.52,13.02 "Apache Spark TPC-DS - Scale Factor: 10 - Q93 (sec)",LIB,11.76,11.31 "Apache Spark TPC-DS - Scale Factor: 10 - Q11 (sec)",LIB,14.91,14.34 "Apache Spark TPC-DS - Scale Factor: 10 - Q10 (sec)",LIB,7.22,6.95 "Apache Spark TPC-DS - Scale Factor: 1 - Q59 (sec)",LIB,4.41,4.58 "Apache Spark TPC-DS - Scale Factor: 10 - Q66 (sec)",LIB,5.99,6.22 "Apache Spark TPC-DS - Scale Factor: 10 - Q53 (sec)",LIB,4.21,4.37 "Apache Spark TPC-DS - Scale Factor: 10 - Q95 (sec)",LIB,4.68,4.51 "Apache Spark TPC-DS - Scale Factor: 10 - Q37 (sec)",LIB,5.8,6.01 "Apache Spark TPC-DS - Scale Factor: 1 - Q94 (sec)",LIB,2.78,2.88 "Apache Spark TPC-DS - Scale Factor: 10 - Q07 (sec)",LIB,5.59,5.79 "Apache Spark TPC-DS - Scale Factor: 10 - Q51 (sec)",LIB,11.32,10.93 "Apache Spark TPC-DS - Scale Factor: 1 - Q74 (sec)",LIB,5.8,6 "Speedb - Test: Read Random Write Random (Op/s)",HIB,1011750,978572 "PyTorch - Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l (batches/sec)",HIB,5.91,6.11 "Apache Spark TPC-DS - Scale Factor: 10 - Q86 (sec)",LIB,4,3.87 "Apache Spark TPC-DS - Scale Factor: 10 - Q82 (sec)",LIB,6.45,6.66 "Speedb - Test: Sequential Fill (Op/s)",HIB,275849,267223 "Apache Spark TPC-DS - Scale Factor: 10 - Q47 (sec)",LIB,8.67,8.4 "Apache Spark TPC-DS - Scale Factor: 10 - Q41 (sec)",LIB,3.23,3.13 "Apache Spark TPC-DS - Scale Factor: 1 - Q44 (sec)",LIB,4.2,4.07 "SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 4K (FPS)",HIB,78.877,81.313 "Apache Spark TPC-DS - Scale Factor: 10 - Q49 (sec)",LIB,8.4,8.15 "Apache Spark TPC-DS - Scale Factor: 1 - Q86 (sec)",LIB,3.7,3.81 "Apache Spark TPC-DS - Scale Factor: 1 - Q66 (sec)",LIB,5.89,5.72 "PyTorch - Device: CPU - Batch Size: 16 - Model: ResNet-50 (batches/sec)",HIB,20.05,19.48 "Apache Spark TPC-DS - Scale Factor: 1 - Q17 (sec)",LIB,6.36,6.18 "Apache Spark TPC-DS - Scale Factor: 1 - Q36 (sec)",LIB,4.13,4.25 "Apache Spark TPC-DS - Scale Factor: 10 - Q54 (sec)",LIB,7.25,7.46 "Apache Spark TPC-DS - Scale Factor: 10 - Q71 (sec)",LIB,5.73,5.57 "Apache Spark TPC-DS - Scale Factor: 1 - Q85 (sec)",LIB,5.73,5.57 "Apache Spark TPC-DS - Scale Factor: 1 - Q58 (sec)",LIB,4.89,5.03 "Apache Spark TPC-DS - Scale Factor: 1 - Q96 (sec)",LIB,2.81,2.89 "Apache Spark TPC-DS - Scale Factor: 1 - Q50 (sec)",LIB,4.25,4.37 "Apache Spark TPC-DS - Scale Factor: 1 - Q48 (sec)",LIB,4.29,4.41 "Apache Spark TPC-DS - Scale Factor: 10 - Q18 (sec)",LIB,6.46,6.64 "Apache Spark TPC-DS - Scale Factor: 1 - Q68 (sec)",LIB,4.4,4.52 "Apache Spark TPC-DS - Scale Factor: 1 - Q54 (sec)",LIB,5.15,5.29 "Apache Spark TPC-DS - Scale Factor: 1 - Q64 (sec)",LIB,7.63,7.83 "Speedb - Test: Random Fill (Op/s)",HIB,233324,239360 "Apache Spark TPC-DS - Scale Factor: 10 - Q39 (sec)",LIB,3.18,3.26 "Apache Spark TPC-DS - Scale Factor: 1 - Q05 (sec)",LIB,5.7,5.84 "Apache Spark TPC-DS - Scale Factor: 10 - Q62 (sec)",LIB,4.2,4.1 "Apache Spark TPC-DS - Scale Factor: 1 - Q07 (sec)",LIB,4.52,4.63 "LeelaChessZero - Backend: Eigen (Nodes/s)",HIB,83,85 "Apache Spark TPC-DS - Scale Factor: 10 - Q35 (sec)",LIB,7.68,7.5 "Apache Spark TPC-DS - Scale Factor: 1 - Q90 (sec)",LIB,3.87,3.78 "Apache Spark TPC-DS - Scale Factor: 10 - Q23 (sec)",LIB,15.49,15.13 "Apache Spark TPC-DS - Scale Factor: 10 - Q45 (sec)",LIB,5.6,5.47 "Apache Spark TPC-DS - Scale Factor: 10 - Q52 (sec)",LIB,4.22,4.32 "Apache Spark TPC-DS - Scale Factor: 1 - Q20 (sec)",LIB,2.2,2.15 "Apache Spark TPC-DS - Scale Factor: 1 - Q97 (sec)",LIB,5.18,5.3 "LeelaChessZero - Backend: BLAS (Nodes/s)",HIB,130,133 "Apache Spark TPC-DS - Scale Factor: 10 - Q83 (sec)",LIB,5.39,5.27 "Apache Spark TPC-DS - Scale Factor: 10 - Q75 (sec)",LIB,13.69,14 "Apache Spark TPC-DS - Scale Factor: 1 - Q46 (sec)",LIB,4.12,4.21 "Apache Spark TPC-DS - Scale Factor: 10 - Q22 (sec)",LIB,11.93,12.19 "Apache Spark TPC-DS - Scale Factor: 10 - Q19 (sec)",LIB,5.85,5.73 "Apache Spark TPC-DS - Scale Factor: 10 - Q59 (sec)",LIB,5.86,5.74 "Apache Spark TPC-DS - Scale Factor: 1 - Q38 (sec)",LIB,4.94,4.84 "SVT-AV1 - Encoder Mode: Preset 12 - Input: Bosphorus 4K (FPS)",HIB,78.31,79.927 "Apache Spark TPC-DS - Scale Factor: 1 - Q27 (sec)",LIB,4.42,4.51 "Neural Magic DeepSparse - Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,32.0561,31.4254 "Apache Spark TPC-DS - Scale Factor: 1 - Q29 (sec)",LIB,6.1,5.98 "Neural Magic DeepSparse - Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,124.668,127.168 "Apache Spark TPC-DS - Scale Factor: 1 - Q35 (sec)",LIB,5.13,5.03 "Apache Spark TPC-DS - Scale Factor: 1 - Q47 (sec)",LIB,6.26,6.14 "Apache Spark TPC-DS - Scale Factor: 1 - Q95 (sec)",LIB,3.6,3.67 "SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p (FPS)",HIB,9.956,9.768 "Apache Spark TPC-DS - Scale Factor: 1 - Q34 (sec)",LIB,4.29,4.21 "Apache Spark TPC-DS - Scale Factor: 1 - Q11 (sec)",LIB,6.58,6.46 "Speedb - Test: Random Fill Sync (Op/s)",HIB,3082,3026 "Apache Spark TPC-DS - Scale Factor: 10 - Q25 (sec)",LIB,14.15,14.41 "Apache Spark TPC-DS - Scale Factor: 1 - Q61 (sec)",LIB,2.77,2.82 "Apache Spark TPC-DS - Scale Factor: 1 - Q83 (sec)",LIB,3.94,4.01 "Neural Magic DeepSparse - Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,52.7328,53.6692 "Apache Spark TPC-DS - Scale Factor: 1 - Q02 (sec)",LIB,4.52,4.6 "Apache Spark TPC-DS - Scale Factor: 1 - Q89 (sec)",LIB,4.05,3.98 "Apache Spark TPC-DS - Scale Factor: 1 - Q01 (sec)",LIB,4.1,4.03 "Neural Magic DeepSparse - Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,75.7554,74.4881 "Apache Spark TPC-DS - Scale Factor: 10 - Q61 (sec)",LIB,2.96,3.01 "Apache Spark TPC-DS - Scale Factor: 1 - Q49 (sec)",LIB,5.36,5.45 "Apache Spark TPC-DS - Scale Factor: 1 - Q15 (sec)",LIB,4.28,4.35 "Apache Spark TPC-DS - Scale Factor: 1 - Q81 (sec)",LIB,3.72,3.78 "Apache Spark TPC-DS - Scale Factor: 1 - Q72 (sec)",LIB,8.48,8.35 "Apache Spark TPC-DS - Scale Factor: 10 - Q64 (sec)",LIB,21.11,20.79 "Apache Spark TPC-DS - Scale Factor: 10 - Q70 (sec)",LIB,5.29,5.21 "Apache Spark TPC-DS - Scale Factor: 1 - Q43 (sec)",LIB,3.34,3.39 "Apache Spark TPC-DS - Scale Factor: 1 - Q91 (sec)",LIB,3.52,3.57 "TensorFlow - Device: CPU - Batch Size: 1 - Model: ResNet-50 (images/sec)",HIB,6.38,6.47 "Apache Spark TPC-DS - Scale Factor: 10 - Q84 (sec)",LIB,5.16,5.09 "Apache Spark TPC-DS - Scale Factor: 10 - Q24 (sec)",LIB,6.34,6.26 "Apache Spark TPC-DS - Scale Factor: 10 - Q29 (sec)",LIB,14.25,14.43 "Apache Spark TPC-DS - Scale Factor: 1 - Q37 (sec)",LIB,2.5,2.53 "Y-Cruncher - Pi Digits To Calculate: 500M (sec)",LIB,22.303,22.048 "Apache Spark TPC-DS - Scale Factor: 1 - Q41 (sec)",LIB,2.71,2.74 "Apache Spark TPC-DS - Scale Factor: 1 - Q67 (sec)",LIB,5.79,5.73 "Neural Magic DeepSparse - Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,71.2145,70.5121 "Neural Magic DeepSparse - Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,56.1324,56.6743 "Y-Cruncher - Pi Digits To Calculate: 1B (sec)",LIB,47.648,47.2 "Apache Spark TPC-DS - Scale Factor: 1 - Q22 (sec)",LIB,4.27,4.23 "Neural Magic DeepSparse - Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,9.9773,10.0658 "Neural Magic DeepSparse - Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,399.7162,396.2172 "Apache Spark TPC-DS - Scale Factor: 1 - Q70 (sec)",LIB,4.6,4.56 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,23.542,23.345 "Neural Magic DeepSparse - Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,9.1492,9.2258 "Neural Magic DeepSparse - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,505.1583,509.3372 "Apache Spark TPC-DS - Scale Factor: 1 - Q32 (sec)",LIB,3.82,3.85 "Quicksilver - Input: CORAL2 P1 (Figure Of Merit)",HIB,7364000,7308000 "Apache Spark TPC-DS - Scale Factor: 1 - Q23 (sec)",LIB,4.11,4.14 "Apache Spark TPC-DS - Scale Factor: 10 - Q74 (sec)",LIB,9.42,9.48 "SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 4K (FPS)",HIB,2.949,2.931 "Apache Spark TPC-DS - Scale Factor: 1 - Q10 (sec)",LIB,4.96,4.99 "Apache Spark TPC-DS - Scale Factor: 1 - Q57 (sec)",LIB,5.04,5.07 "Neural Magic DeepSparse - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,512.1858,515.2201 "Apache Spark TPC-DS - Scale Factor: 1 - Q77 (sec)",LIB,5.13,5.1 "Neural Magic DeepSparse - Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,100.7805,101.3381 "Apache Spark TPC-DS - Scale Factor: 1 - Q93 (sec)",LIB,3.75,3.73 "Apache Spark TPC-DS - Scale Factor: 1 - Q92 (sec)",LIB,3.9,3.92 "Neural Magic DeepSparse - Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,39.6374,39.4407 "Apache Spark TPC-DS - Scale Factor: 10 - Q58 (sec)",LIB,6.22,6.25 "Apache Spark TPC-DS - Scale Factor: 1 - Q19 (sec)",LIB,4.19,4.21 "Apache Spark TPC-DS - Scale Factor: 10 - Q43 (sec)",LIB,4.26,4.28 "Apache Spark TPC-DS - Scale Factor: 1 - Q12 (sec)",LIB,2.16,2.17 "Apache Spark TPC-DS - Scale Factor: 1 - Q14 (sec)",LIB,4.4,4.38 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p (FPS)",HIB,63.991,63.704 "Apache Spark TPC-DS - Scale Factor: 10 - Q05 (sec)",LIB,9.47,9.43 "Neural Magic DeepSparse - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,76.4568,76.7658 "Apache Spark TPC-DS - Scale Factor: 10 - Q08 (sec)",LIB,5.6,5.62 "Apache Spark TPC-DS - Scale Factor: 10 - Q81 (sec)",LIB,5.63,5.65 "Neural Magic DeepSparse - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,52.245,52.0753 "Neural Magic DeepSparse - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,7.7676,7.7424 "Neural Magic DeepSparse - Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,434.3769,433.0207 "Apache Spark TPC-DS - Scale Factor: 10 - Q04 (sec)",LIB,19.18,19.24 "Apache Spark TPC-DS - Scale Factor: 1 - Q84 (sec)",LIB,3.32,3.33 "Neural Magic DeepSparse - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,67.6345,67.8367 "Neural Magic DeepSparse - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,59.0697,58.897 "Apache Spark TPC-DS - Scale Factor: 10 - Q72 (sec)",LIB,39.02,39.13 "Neural Magic DeepSparse - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,480.2254,478.9249 "Apache Spark TPC-DS - Scale Factor: 1 - Q62 (sec)",LIB,3.85,3.86 "Apache Spark TPC-DS - Scale Factor: 1 - Q71 (sec)",LIB,4.19,4.18 "Speedb - Test: Update Random (Op/s)",HIB,215940,216433 "Apache Spark TPC-DS - Scale Factor: 10 - Q94 (sec)",LIB,4.49,4.48 "Quicksilver - Input: CORAL2 P2 (Figure Of Merit)",HIB,7679000,7662000 "Apache Spark TPC-DS - Scale Factor: 10 - Q91 (sec)",LIB,4.94,4.93 "Neural Magic DeepSparse - Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,99.5285,99.7263 "Neural Magic DeepSparse - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,7.866,7.8507 "Neural Magic DeepSparse - Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,40.1489,40.0737 "CacheBench - Test: Write (MB/s)",HIB,55386.26412,55484.050343 "Apache Spark TPC-DS - Scale Factor: 10 - Q30 (sec)",LIB,5.8,5.81 "Neural Magic DeepSparse - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,8.304,8.3172 "Apache Spark TPC-DS - Scale Factor: 10 - Q17 (sec)",LIB,14.2,14.18 "Apache Spark TPC-DS - Scale Factor: 10 - Q50 (sec)",LIB,9.77,9.78 "Quicksilver - Input: CTS2 (Figure Of Merit)",HIB,5986000,5982000 "Apache Spark TPC-DS - Scale Factor: 10 - Q78 (sec)",LIB,19.55,19.54 "CacheBench - Test: Read / Modify / Write (MB/s)",HIB,57602.719674,57618.902797 "CacheBench - Test: Read (MB/s)",HIB,9891.085916,9892.738544 "Speedb - Test: Random Read (Op/s)",HIB,34248146,34244004 "Apache Spark TPC-DS - Scale Factor: 10 - Q80 (sec)",LIB,17.99,17.99 "Apache Spark TPC-DS - Scale Factor: 10 - Q20 (sec)",LIB,2.26,2.26 "Apache Spark TPC-DS - Scale Factor: 10 - Q12 (sec)",LIB,2.36,2.36 "Apache Spark TPC-DS - Scale Factor: 1 - Q30 (sec)",LIB,3.81,3.81 "Apache Spark TPC-DS - Scale Factor: 1 - Q03 (sec)",LIB,3.17,3.17