eee

2 x Intel Xeon Gold 5220R testing with a TYAN S7106 (V2.01.B40 BIOS) and ASPEED on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2304025-NE-EEE49872408
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

Timed Code Compilation 5 Tests
C/C++ Compiler Tests 9 Tests
CPU Massive 11 Tests
Creator Workloads 9 Tests
Cryptography 2 Tests
Database Test Suite 4 Tests
Encoding 4 Tests
Game Development 3 Tests
HPC - High Performance Computing 3 Tests
Common Kernel Benchmarks 4 Tests
Machine Learning 3 Tests
Multi-Core 15 Tests
Intel oneAPI 2 Tests
Programmer / Developer System Benchmarks 6 Tests
Python Tests 6 Tests
Server 7 Tests
Server CPU Tests 7 Tests
Video Encoding 4 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
a
April 01 2023
  6 Hours, 3 Minutes
b
April 01 2023
  3 Hours, 58 Minutes
bb
April 01 2023
  6 Hours, 7 Minutes
Invert Hiding All Results Option
  5 Hours, 22 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

eee, "TensorFlow 2.12 - Device: CPU - Batch Size: 32 - Model: GoogLeNet", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency", Lower Results Are Better "a", "b", "bb", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 50 - Mode: Read Write", Higher Results Are Better "a",3946.388766 "b",3610.042507 "bb",3030.928159 "oneDNN 3.1 - Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "Memcached 1.6.19 - Set To Get Ratio: 1:100", Higher Results Are Better "a", "b", "bb", "Memcached 1.6.19 - Set To Get Ratio: 1:5", Higher Results Are Better "a", "b", "bb", "Memcached 1.6.19 - Set To Get Ratio: 1:10", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 3, Long Mode - Compression Speed", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx265 - Scenario: Live", Lower Results Are Better "a", "b", "bb",124.50595204499 "FFmpeg 6.0 - Encoder: libx265 - Scenario: Live", Higher Results Are Better "a",40.279240766153 "b",43.622649707601 "bb",40.560309905307 "RocksDB 8.0 - Test: Random Fill Sync", Higher Results Are Better "a", "bb", "John The Ripper 2023.03.14 - Test: HMAC-SHA512", Higher Results Are Better "a", "b", "bb", "SVT-AV1 1.4 - Encoder Mode: Preset 12 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 8 - Compression Speed", Higher Results Are Better "a", "b", "bb", "ClickHouse 22.12.3.5 - 100M Rows Hits Dataset, First Run / Cold Cache", Higher Results Are Better "a",163.13137762367 "b",157.76697388075 "bb",154.29674884513 "ClickHouse 22.12.3.5 - 100M Rows Hits Dataset, Second Run", Higher Results Are Better "a",205.05181820838 "b",211.36020787483 "bb",200.23833812703 "Zstd Compression 1.5.4 - Compression Level: 19, Long Mode - Compression Speed", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 12 - Compression Speed", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 3 - Compression Speed", Higher Results Are Better "a", "b", "bb", "Timed LLVM Compilation 16.0 - Build System: Unix Makefiles", Lower Results Are Better "a", "b", "bb", "RocksDB 8.0 - Test: Sequential Fill", Higher Results Are Better "a", "bb", "SVT-AV1 1.4 - Encoder Mode: Preset 4 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 8, Long Mode - Compression Speed", Higher Results Are Better "a", "b", "bb", "RocksDB 8.0 - Test: Random Fill", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "SVT-AV1 1.4 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 16 - Model: AlexNet", Higher Results Are Better "a", "b", "bb", "ClickHouse 22.12.3.5 - 100M Rows Hits Dataset, Third Run", Higher Results Are Better "a",206.04832536974 "b",210.45915049838 "bb",211.11929154522 "VVenC 1.7 - Video Input: Bosphorus 4K - Video Preset: Fast", Higher Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "SPECFEM3D 4.0 - Model: Mount St. Helens", Lower Results Are Better "a", "b", "bb", "RocksDB 8.0 - Test: Update Random", Higher Results Are Better "a", "bb", "SVT-AV1 1.4 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "bb", "SPECFEM3D 4.0 - Model: Water-layered Halfspace", Lower Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "Build2 0.15 - Time To Compile", Lower Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "oneDNN 3.1 - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "SVT-AV1 1.4 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "bb", "PostgreSQL 15 - Scaling Factor: 1 - Clients: 50 - Mode: Read Only", Higher Results Are Better "a",1068706.69027 "b",1052847.937399 "bb",1067953.912087 "nginx 1.23.2 - Connections: 500", Higher Results Are Better "a", "bb", "uvg266 0.4.1 - Video Input: Bosphorus 4K - Video Preset: Ultra Fast", Higher Results Are Better "a", "b", "bb", "nginx 1.23.2 - Connections: 200", Higher Results Are Better "a", "bb", "VVenC 1.7 - Video Input: Bosphorus 1080p - Video Preset: Fast", Higher Results Are Better "a", "b", "bb", "SVT-AV1 1.4 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "bb", "uvg266 0.4.1 - Video Input: Bosphorus 1080p - Video Preset: Very Fast", Higher Results Are Better "a", "b", "bb", "SPECFEM3D 4.0 - Model: Tomographic Model", Lower Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "VVenC 1.7 - Video Input: Bosphorus 1080p - Video Preset: Faster", Higher Results Are Better "a", "b", "bb", "uvg266 0.4.1 - Video Input: Bosphorus 1080p - Video Preset: Super Fast", Higher Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "uvg266 0.4.1 - Video Input: Bosphorus 4K - Video Preset: Super Fast", Higher Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 256 - Model: GoogLeNet", Higher Results Are Better "a", "b", "bb", "Timed LLVM Compilation 16.0 - Build System: Ninja", Lower Results Are Better "a", "b", "bb", "SPECFEM3D 4.0 - Model: Layered Halfspace", Lower Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx264 - Scenario: Live", Lower Results Are Better "a",33.199018343998 "b",32.800116372007 "bb",32.830131426002 "FFmpeg 6.0 - Encoder: libx264 - Scenario: Live", Higher Results Are Better "a",152.11293140278 "b",153.96286838512 "bb", "FFmpeg 6.0 - Encoder: libx265 - Scenario: Upload", Lower Results Are Better "a", "b",238.65143801401 "bb", "OpenSSL 3.1 - Algorithm: SHA256", Higher Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx265 - Scenario: Upload", Higher Results Are Better "a",10.643424353577 "b",10.580284036888 "bb",10.701807614679 "Neural Magic DeepSparse 1.3.2 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "oneDNN 3.1 - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 64 - Model: AlexNet", Higher Results Are Better "a", "b", "bb", "OpenSSL 3.1 - Algorithm: RSA4096", Higher Results Are Better "a", "b", "bb", "RocksDB 8.0 - Test: Read Random Write Random", Higher Results Are Better "a", "bb", "SPECFEM3D 4.0 - Model: Homogeneous Halfspace", Lower Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 19 - Decompression Speed", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 19, Long Mode - Decompression Speed", Higher Results Are Better "a", "b", "bb", "Timed Godot Game Engine Compilation 4.0 - Time To Compile", Lower Results Are Better "a", "b", "bb", "VVenC 1.7 - Video Input: Bosphorus 4K - Video Preset: Faster", Higher Results Are Better "a", "b", "bb", "uvg266 0.4.1 - Video Input: Bosphorus 1080p - Video Preset: Slow", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "Timed FFmpeg Compilation 6.0 - Time To Compile", Lower Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "Zstd Compression 1.5.4 - Compression Level: 12 - Decompression Speed", Higher Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "uvg266 0.4.1 - Video Input: Bosphorus 1080p - Video Preset: Medium", Higher Results Are Better "a", "b", "bb", "Embree 4.0.1 - Binary: Pathtracer - Model: Crown", Higher Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 16 - Model: GoogLeNet", Higher Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "oneDNN 3.1 - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "SVT-AV1 1.4 - Encoder Mode: Preset 13 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 19 - Compression Speed", Higher Results Are Better "a", "b", "bb", "John The Ripper 2023.03.14 - Test: Blowfish", Higher Results Are Better "a", "b", "bb", "RocksDB 8.0 - Test: Read While Writing", Higher Results Are Better "a", "bb", "Zstd Compression 1.5.4 - Compression Level: 8, Long Mode - Decompression Speed", Higher Results Are Better "a", "b", "bb", "Embree 4.0.1 - Binary: Pathtracer ISPC - Model: Crown", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 3 - Decompression Speed", Higher Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 256 - Model: ResNet-50", Higher Results Are Better "a", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 64 - Model: ResNet-50", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 3, Long Mode - Decompression Speed", Higher Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx264 - Scenario: Video On Demand", Higher Results Are Better "a",38.030232346797 "b",38.161735695731 "bb",38.277649356476 "John The Ripper 2023.03.14 - Test: WPA PSK", Higher Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx264 - Scenario: Video On Demand", Lower Results Are Better "a",199.18363713699 "b",198.49726072201 "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 32 - Model: AlexNet", Higher Results Are Better "a", "b", "bb", "John The Ripper 2023.03.14 - Test: MD5", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "nginx 1.23.2 - Connections: 1000", Higher Results Are Better "a", "bb", "Blender 3.5 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "a", "bb", "Embree 4.0.1 - Binary: Pathtracer - Model: Asian Dragon Obj", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "uvg266 0.4.1 - Video Input: Bosphorus 4K - Video Preset: Slow", Higher Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 512 - Model: ResNet-50", Higher Results Are Better "a", "bb", "FFmpeg 6.0 - Encoder: libx264 - Scenario: Upload", Higher Results Are Better "a",10.444068234571 "b",10.423428352809 "bb",10.471360130728 "uvg266 0.4.1 - Video Input: Bosphorus 1080p - Video Preset: Ultra Fast", Higher Results Are Better "a", "b", "bb", "OpenSSL 3.1 - Algorithm: SHA512", Higher Results Are Better "a", "b", "bb", "SVT-AV1 1.4 - Encoder Mode: Preset 13 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx264 - Scenario: Upload", Lower Results Are Better "a", "b", "bb",241.13390891699 "Embree 4.0.1 - Binary: Pathtracer ISPC - Model: Asian Dragon", Higher Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 512 - Model: GoogLeNet", Higher Results Are Better "a", "bb", "oneDNN 3.1 - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "Embree 4.0.1 - Binary: Pathtracer - Model: Asian Dragon", Higher Results Are Better "a", "b", "bb", "PostgreSQL 15 - Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency", Lower Results Are Better "a", "b", "bb", "OpenSSL 3.1 - Algorithm: AES-128-GCM", Higher Results Are Better "a", "b", "bb", "Zstd Compression 1.5.4 - Compression Level: 8 - Decompression Speed", Higher Results Are Better "a", "b", "bb", "uvg266 0.4.1 - Video Input: Bosphorus 4K - Video Preset: Very Fast", Higher Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 256 - Model: AlexNet", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 512 - Model: AlexNet", Higher Results Are Better "a", "b", "bb", "PostgreSQL 15 - Scaling Factor: 1 - Clients: 50 - Mode: Read Write", Higher Results Are Better "a",808.509827 "b",810.951683 "bb",807.579473 "Neural Magic DeepSparse 1.3.2 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "FFmpeg 6.0 - Encoder: libx264 - Scenario: Platform", Higher Results Are Better "a",38.19053901988 "b",38.072914313019 "bb",38.205699804061 "Neural Magic DeepSparse 1.3.2 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "FFmpeg 6.0 - Encoder: libx265 - Scenario: Video On Demand", Lower Results Are Better "a",366.56621682401 "b", "bb",366.28682698799 "OpenSSL 3.1 - Algorithm: RSA4096", Higher Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx264 - Scenario: Platform", Lower Results Are Better "a", "b", "bb",198.26884571801 "Embree 4.0.1 - Binary: Pathtracer ISPC - Model: Asian Dragon Obj", Higher Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx265 - Scenario: Platform", Higher Results Are Better "a",20.454252416689 "b",20.51623526256 "bb",20.498447435809 "PostgreSQL 15 - Scaling Factor: 100 - Clients: 50 - Mode: Read Only", Higher Results Are Better "a",994654.918599 "b",991262.462651 "bb",993660.153288 "uvg266 0.4.1 - Video Input: Bosphorus 4K - Video Preset: Medium", Higher Results Are Better "a", "b", "bb", "FFmpeg 6.0 - Encoder: libx265 - Scenario: Video On Demand", Higher Results Are Better "a",20.664752102993 "b",20.605872095562 "bb",20.680514399849 "Neural Magic DeepSparse 1.3.2 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "RocksDB 8.0 - Test: Random Read", Higher Results Are Better "a", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 32 - Model: ResNet-50", Higher Results Are Better "a", "b", "bb", "Google Draco 1.5.6 - Model: Church Facade", Lower Results Are Better "a", "bb", "FFmpeg 6.0 - Encoder: libx265 - Scenario: Platform", Lower Results Are Better "a", "b", "bb", "nginx 1.23.2 - Connections: 100", Higher Results Are Better "a", "bb", "OpenSSL 3.1 - Algorithm: AES-256-GCM", Higher Results Are Better "a", "b", "bb", "Google Draco 1.5.6 - Model: Lion", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "Blender 3.5 - Blend File: Pabellon Barcelona - Compute: CPU-Only", Lower Results Are Better "a", "bb", "Blender 3.5 - Blend File: Barbershop - Compute: CPU-Only", Lower Results Are Better "a", "bb", "oneDNN 3.1 - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "Blender 3.5 - Blend File: Fishy Cat - Compute: CPU-Only", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "oneDNN 3.1 - Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 64 - Model: GoogLeNet", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "John The Ripper 2023.03.14 - Test: bcrypt", Higher Results Are Better "a", "b", "bb", "Blender 3.5 - Blend File: Classroom - Compute: CPU-Only", Lower Results Are Better "a", "bb", "Timed Node.js Compilation 19.8.1 - Time To Compile", Lower Results Are Better "a", "b", "bb", "TensorFlow 2.12 - Device: CPU - Batch Size: 16 - Model: ResNet-50", Higher Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "oneDNN 3.1 - Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "OpenSSL 3.1 - Algorithm: ChaCha20", Higher Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "bb", "OpenSSL 3.1 - Algorithm: ChaCha20-Poly1305", Higher Results Are Better "a", "b", "bb", "Neural Magic DeepSparse 1.3.2 - Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "bb", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency", Lower Results Are Better "a", "b", "bb", "PostgreSQL 15 - Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency", Lower Results Are Better "a", "b", "bb", "Apache HTTP Server 2.4.56 - Concurrent Requests: 1000", Higher Results Are Better "a", "bb", "Apache HTTP Server 2.4.56 - Concurrent Requests: 500", Higher Results Are Better "a", "bb", "Apache HTTP Server 2.4.56 - Concurrent Requests: 200", Higher Results Are Better "a", "bb", "Apache HTTP Server 2.4.56 - Concurrent Requests: 100", Higher Results Are Better "a", "bb",