ds lkey AMD Ryzen 7 PRO 6850U testing with a LENOVO 21CM0001US (R22ET51W 1.21 BIOS) and AMD Radeon 680M 1GB on Ubuntu 22.10 via the Phoronix Test Suite. ,,"a","b","c" Processor,,AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads),AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads),AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads) Motherboard,,LENOVO 21CM0001US (R22ET51W 1.21 BIOS),LENOVO 21CM0001US (R22ET51W 1.21 BIOS),LENOVO 21CM0001US (R22ET51W 1.21 BIOS) Chipset,,AMD Device 14b5,AMD Device 14b5,AMD Device 14b5 Memory,,16GB,16GB,16GB Disk,,512GB Micron MTFDKBA512TFK,512GB Micron MTFDKBA512TFK,512GB Micron MTFDKBA512TFK Graphics,,AMD Radeon 680M 1GB (2200/400MHz),AMD Radeon 680M 1GB (2200/400MHz),AMD Radeon 680M 1GB (2200/400MHz) Audio,,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio Network,,Qualcomm QCNFA765,Qualcomm QCNFA765,Qualcomm QCNFA765 OS,,Ubuntu 22.10,Ubuntu 22.10,Ubuntu 22.10 Kernel,,6.1.0-060100rc2daily20221028-generic (x86_64),6.1.0-060100rc2daily20221028-generic (x86_64),6.1.0-060100rc2daily20221028-generic (x86_64) Desktop,,GNOME Shell 43.0,GNOME Shell 43.0,GNOME Shell 43.0 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland OpenGL,,4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49),4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49),4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49) Vulkan,,1.3.224,1.3.224,1.3.224 Compiler,,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0 File-System,,ext4,ext4,ext4 Screen Resolution,,1920x1200,1920x1200,1920x1200 ,,"a","b","c" "Neural Magic DeepSparse - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,5.1659,5.1708,5.1593 "Neural Magic DeepSparse - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,774.2867,773.5511,775.2753 "Neural Magic DeepSparse - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream (items/sec)",HIB,5.0356,5.0409,5.0291 "Neural Magic DeepSparse - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream (ms/batch)",LIB,198.5696,198.3615,198.8241 "Neural Magic DeepSparse - Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,64.9385,64.8899,64.5712 "Neural Magic DeepSparse - Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,61.5757,61.6214,61.9249 "Neural Magic DeepSparse - Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream (items/sec)",HIB,51.437,51.8801,51.8537 "Neural Magic DeepSparse - Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream (ms/batch)",LIB,19.4233,19.2558,19.2663 "Neural Magic DeepSparse - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,20.0433,20.1989,20.2206 "Neural Magic DeepSparse - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,199.16,197.8215,197.7918 "Neural Magic DeepSparse - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream (items/sec)",HIB,18.1037,18.1337,18.1931 "Neural Magic DeepSparse - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream (ms/batch)",LIB,55.2168,55.1247,54.9457 "Neural Magic DeepSparse - Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,28.502,28.4848,28.4099 "Neural Magic DeepSparse - Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,140.2665,140.3583,140.7331 "Neural Magic DeepSparse - Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream (items/sec)",HIB,26.1404,26.1645,26.1412 "Neural Magic DeepSparse - Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream (ms/batch)",LIB,38.2318,38.1981,38.2315 "Neural Magic DeepSparse - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,62.169,62.0323,62.3265 "Neural Magic DeepSparse - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,64.3196,64.4599,64.1565 "Neural Magic DeepSparse - Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream (items/sec)",HIB,56.3184,56.3495,56.2898 "Neural Magic DeepSparse - Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream (ms/batch)",LIB,17.7369,17.7286,17.7464 "Neural Magic DeepSparse - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,45.5971,45.6629,45.7318 "Neural Magic DeepSparse - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,87.704,87.5767,87.446 "Neural Magic DeepSparse - Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream (items/sec)",HIB,41.2481,41.2819,41.1178 "Neural Magic DeepSparse - Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream (ms/batch)",LIB,24.228,24.2071,24.3051 "Neural Magic DeepSparse - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,7.0942,7.1392,7.1222 "Neural Magic DeepSparse - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,563.8116,560.2575,561.5936 "Neural Magic DeepSparse - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream (items/sec)",HIB,7.0091,7.0162,7.017 "Neural Magic DeepSparse - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream (ms/batch)",LIB,142.6454,142.4995,142.4844 "Neural Magic DeepSparse - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,22.1905,22.2688,22.1912 "Neural Magic DeepSparse - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,180.2356,179.6011,180.2307 "Neural Magic DeepSparse - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream (items/sec)",HIB,20.2841,20.3081,20.2112 "Neural Magic DeepSparse - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream (ms/batch)",LIB,49.2832,49.2237,49.4602 "Neural Magic DeepSparse - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream (items/sec)",HIB,5.1498,5.1574,5.169 "Neural Magic DeepSparse - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream (ms/batch)",LIB,776.6661,773.8573,773.8149 "Neural Magic DeepSparse - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream (items/sec)",HIB,5.0161,5.0184,5.0327 "Neural Magic DeepSparse - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream (ms/batch)",LIB,199.3423,199.2496,198.6827 "KeyDB - Test: GET - Parallel Connections: 50 (Reqs/sec)",HIB,400374.75,397769.31,396253.03 "KeyDB - Test: SET - Parallel Connections: 50 (Reqs/sec)",HIB,391239.34,389462.69,389289.88 "KeyDB - Test: GET - Parallel Connections: 100 (Reqs/sec)",HIB,317397.84,318068.16,315931.81 "KeyDB - Test: GET - Parallel Connections: 500 (Reqs/sec)",HIB,312160.53,310491.5,312734.53 "KeyDB - Test: GET - Parallel Connections: 900 (Reqs/sec)",HIB,308276.59,305945.12,306020.03 "KeyDB - Test: LPOP - Parallel Connections: 50 (Reqs/sec)",HIB,399629.16,370255.16,368172.25 "KeyDB - Test: SADD - Parallel Connections: 50 (Reqs/sec)",HIB,395707.34,395848.34,396227.91 "KeyDB - Test: SET - Parallel Connections: 100 (Reqs/sec)",HIB,316035.62,323218.75,306421.38 "KeyDB - Test: SET - Parallel Connections: 500 (Reqs/sec)",HIB,302518.75,297642.09,300516.88 "KeyDB - Test: SET - Parallel Connections: 900 (Reqs/sec)",HIB,297450.84,294012.12,294821.75 "KeyDB - Test: HMSET - Parallel Connections: 50 (Reqs/sec)",HIB,301397.28,301688.25,299625.47 "KeyDB - Test: LPOP - Parallel Connections: 100 (Reqs/sec)",HIB,326756.81,288963.91,307917.81 "KeyDB - Test: LPOP - Parallel Connections: 500 (Reqs/sec)",HIB,319443.91,279348.31,281265.47 "KeyDB - Test: LPOP - Parallel Connections: 900 (Reqs/sec)",HIB,313709.75,279925.44,289251.41 "KeyDB - Test: LPUSH - Parallel Connections: 50 (Reqs/sec)",HIB,377803.31,378526.91,378091.84 "KeyDB - Test: SADD - Parallel Connections: 100 (Reqs/sec)",HIB,314192.72,319358.22,314827.75 "KeyDB - Test: SADD - Parallel Connections: 500 (Reqs/sec)",HIB,309906.47,311701.25,310927.88 "KeyDB - Test: SADD - Parallel Connections: 900 (Reqs/sec)",HIB,307442.56,304371.41,305295.03 "KeyDB - Test: HMSET - Parallel Connections: 100 (Reqs/sec)",HIB,220859.77,214634.66,219591.98 "KeyDB - Test: HMSET - Parallel Connections: 500 (Reqs/sec)",HIB,205129.89,204631.22,203269.38 "KeyDB - Test: HMSET - Parallel Connections: 900 (Reqs/sec)",HIB,201398.5,203707.48,202206.47 "KeyDB - Test: LPUSH - Parallel Connections: 100 (Reqs/sec)",HIB,318623.53,290675.72,299638.03 "KeyDB - Test: LPUSH - Parallel Connections: 500 (Reqs/sec)",HIB,277528,285523.38,270480.81 "KeyDB - Test: LPUSH - Parallel Connections: 900 (Reqs/sec)",HIB,270349.19,269025.47,267054.06