AMD Ryzen Threadripper 7980X 64-Cores testing with a System76 Thelio Major (FA Z5 BIOS) and AMD Radeon Pro W7900 45GB on Ubuntu 23.10 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 2403159-PTS-SVTDEEPS65
svt deepsparse
AMD Ryzen Threadripper 7980X 64-Cores testing with a System76 Thelio Major (FA Z5 BIOS) and AMD Radeon Pro W7900 45GB on Ubuntu 23.10 via the Phoronix Test Suite.
a:
Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: AMD Radeon Pro W7900 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: DELL P2415Q, Network: Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411
OS: Ubuntu 23.10, Kernel: 6.5.0-25-generic (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.54), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080
b:
Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: AMD Radeon Pro W7900 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: DELL P2415Q, Network: Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411
OS: Ubuntu 23.10, Kernel: 6.5.0-25-generic (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.54), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080
c:
Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: AMD Radeon Pro W7900 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: DELL P2415Q, Network: Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411
OS: Ubuntu 23.10, Kernel: 6.5.0-25-generic (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.54), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080
d:
Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: AMD Radeon Pro W7900 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: DELL P2415Q, Network: Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411
OS: Ubuntu 23.10, Kernel: 6.5.0-25-generic (x86_64), Desktop: GNOME Shell 45.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.54), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080
Neural Magic DeepSparse 1.7
Model: Llama2 Chat 7b Quantized - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 2252.46 |==================================================================
b . 2251.61 |==================================================================
c . 2258.14 |==================================================================
d . 2259.26 |==================================================================
Neural Magic DeepSparse 1.7
Model: Llama2 Chat 7b Quantized - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 3.4391 |===================================================================
b . 3.4406 |===================================================================
c . 3.4298 |===================================================================
d . 3.4284 |===================================================================
Neural Magic DeepSparse 1.7
Model: Llama2 Chat 7b Quantized - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 89.87 |===================================================================
b . 90.75 |====================================================================
c . 90.23 |====================================================================
d . 90.77 |====================================================================
Neural Magic DeepSparse 1.7
Model: Llama2 Chat 7b Quantized - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 11.12 |====================================================================
b . 11.02 |===================================================================
c . 11.08 |====================================================================
d . 11.01 |===================================================================
Neural Magic DeepSparse 1.7
Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 3.9594 |===================================================================
b . 3.9707 |===================================================================
c . 3.9766 |===================================================================
d . 3.9490 |===================================================================
Neural Magic DeepSparse 1.7
Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 252.36 |===================================================================
b . 251.61 |===================================================================
c . 251.25 |===================================================================
d . 253.03 |===================================================================
Neural Magic DeepSparse 1.7
Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 8.9970 |===================================================================
b . 9.0094 |===================================================================
c . 9.0252 |===================================================================
d . 9.0040 |===================================================================
Neural Magic DeepSparse 1.7
Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 887.44 |===================================================================
b . 886.18 |===================================================================
c . 884.66 |===================================================================
d . 886.78 |===================================================================
Neural Magic DeepSparse 1.7
Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 11.14 |====================================================================
b . 11.04 |===================================================================
c . 11.12 |====================================================================
d . 11.05 |===================================================================
Neural Magic DeepSparse 1.7
Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 89.71 |===================================================================
b . 90.50 |====================================================================
c . 89.81 |===================================================================
d . 90.39 |====================================================================
Neural Magic DeepSparse 1.7
Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 20.15 |====================================================================
b . 20.16 |====================================================================
c . 20.10 |====================================================================
d . 20.10 |====================================================================
Neural Magic DeepSparse 1.7
Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 396.58 |===================================================================
b . 396.44 |===================================================================
c . 397.59 |===================================================================
d . 397.57 |===================================================================
Neural Magic DeepSparse 1.7
Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 363.53 |===================================================================
b . 364.43 |===================================================================
c . 363.76 |===================================================================
d . 363.59 |===================================================================
Neural Magic DeepSparse 1.7
Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 21.92 |====================================================================
b . 21.90 |====================================================================
c . 21.90 |====================================================================
d . 21.95 |====================================================================
Neural Magic DeepSparse 1.7
Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 365.34 |===================================================================
b . 365.98 |===================================================================
c . 365.58 |===================================================================
d . 366.68 |===================================================================
Neural Magic DeepSparse 1.7
Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 21.85 |====================================================================
b . 21.82 |====================================================================
c . 21.86 |====================================================================
d . 21.80 |====================================================================
Neural Magic DeepSparse 1.7
Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 58.02 |====================================================================
b . 58.02 |====================================================================
c . 58.02 |====================================================================
d . 58.09 |====================================================================
Neural Magic DeepSparse 1.7
Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 17.23 |====================================================================
b . 17.23 |====================================================================
c . 17.23 |====================================================================
d . 17.21 |====================================================================
Neural Magic DeepSparse 1.7
Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 58.07 |====================================================================
b . 58.14 |====================================================================
c . 58.19 |====================================================================
d . 58.14 |====================================================================
Neural Magic DeepSparse 1.7
Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 17.22 |====================================================================
b . 17.20 |====================================================================
c . 17.18 |====================================================================
d . 17.20 |====================================================================
Neural Magic DeepSparse 1.7
Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 202.02 |===================================================================
b . 202.51 |===================================================================
c . 202.37 |===================================================================
d . 202.46 |===================================================================
Neural Magic DeepSparse 1.7
Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 39.57 |====================================================================
b . 39.47 |====================================================================
c . 39.47 |====================================================================
d . 39.45 |====================================================================
Neural Magic DeepSparse 1.7
Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 33.57 |====================================================================
b . 33.52 |====================================================================
c . 33.55 |====================================================================
d . 33.55 |====================================================================
Neural Magic DeepSparse 1.7
Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 29.77 |====================================================================
b . 29.82 |====================================================================
c . 29.79 |====================================================================
d . 29.79 |====================================================================
Neural Magic DeepSparse 1.7
Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 8.8070 |===================================================================
b . 8.7347 |==================================================================
c . 8.7752 |===================================================================
d . 8.7026 |==================================================================
Neural Magic DeepSparse 1.7
Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 113.47 |==================================================================
b . 114.41 |===================================================================
c . 113.88 |==================================================================
d . 114.83 |===================================================================
Neural Magic DeepSparse 1.7
Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 42.45 |====================================================================
b . 42.49 |====================================================================
c . 42.48 |====================================================================
d . 42.42 |====================================================================
Neural Magic DeepSparse 1.7
Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 188.33 |===================================================================
b . 188.15 |===================================================================
c . 188.21 |===================================================================
d . 188.44 |===================================================================
Neural Magic DeepSparse 1.7
Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 0.8788 |===================================================================
b . 0.8810 |===================================================================
c . 0.8796 |===================================================================
d . 0.8806 |===================================================================
Neural Magic DeepSparse 1.7
Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 1134.77 |==================================================================
b . 1131.64 |==================================================================
c . 1133.50 |==================================================================
d . 1132.32 |==================================================================
Neural Magic DeepSparse 1.7
Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 3.5332 |==================================================================
b . 3.5087 |==================================================================
c . 3.5324 |==================================================================
d . 3.5604 |===================================================================
Neural Magic DeepSparse 1.7
Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 2253.86 |==================================================================
b . 2269.51 |==================================================================
c . 2254.22 |==================================================================
d . 2236.92 |=================================================================
Neural Magic DeepSparse 1.7
Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 61.77 |====================================================================
b . 62.00 |====================================================================
c . 61.94 |====================================================================
d . 61.76 |====================================================================
Neural Magic DeepSparse 1.7
Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 129.44 |===================================================================
b . 128.96 |===================================================================
c . 129.10 |===================================================================
d . 129.46 |===================================================================
Neural Magic DeepSparse 1.7
Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 11.44 |====================================================================
b . 11.42 |====================================================================
c . 11.41 |====================================================================
d . 11.41 |====================================================================
Neural Magic DeepSparse 1.7
Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 87.36 |====================================================================
b . 87.55 |====================================================================
c . 87.63 |====================================================================
d . 87.62 |====================================================================
Neural Magic DeepSparse 1.7
Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 29.15 |====================================================================
b . 29.12 |====================================================================
c . 29.12 |====================================================================
d . 29.12 |====================================================================
Neural Magic DeepSparse 1.7
Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 274.26 |===================================================================
b . 274.47 |===================================================================
c . 274.47 |===================================================================
d . 274.46 |===================================================================
Neural Magic DeepSparse 1.7
Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream
ms/batch < Lower Is Better
a . 29.11 |====================================================================
b . 29.13 |====================================================================
c . 29.14 |====================================================================
d . 29.11 |====================================================================
Neural Magic DeepSparse 1.7
Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream
items/sec > Higher Is Better
a . 274.59 |===================================================================
b . 274.39 |===================================================================
c . 274.28 |===================================================================
d . 274.60 |===================================================================
Neural Magic DeepSparse 1.7
Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 5.8423 |===================================================================
b . 5.8302 |===================================================================
c . 5.8312 |===================================================================
d . 5.8281 |===================================================================
Neural Magic DeepSparse 1.7
Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 170.96 |===================================================================
b . 171.31 |===================================================================
c . 171.28 |===================================================================
d . 171.36 |===================================================================
Neural Magic DeepSparse 1.7
Model: ResNet-50, Baseline - Scenario: Synchronous Single-Stream
ms/batch < Lower Is Better
a . 5.8648 |===================================================================
b . 5.8243 |===================================================================
c . 5.8245 |===================================================================
d . 5.8285 |===================================================================
Neural Magic DeepSparse 1.7
Model: ResNet-50, Baseline - Scenario: Synchronous Single-Stream
items/sec > Higher Is Better
a . 170.31 |===================================================================
b . 171.49 |===================================================================
c . 171.48 |===================================================================
d . 171.36 |===================================================================
SVT-AV1 2.0
Encoder Mode: Preset 4 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
a . 9.892 |====================================================================
b . 9.793 |===================================================================
c . 9.889 |====================================================================
d . 9.866 |====================================================================
SVT-AV1 2.0
Encoder Mode: Preset 13 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
a . 192.57 |===================================================================
b . 193.29 |===================================================================
c . 192.64 |===================================================================
d . 187.63 |=================================================================
SVT-AV1 2.0
Encoder Mode: Preset 8 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
a . 94.51 |====================================================================
b . 93.73 |===================================================================
c . 93.93 |====================================================================
d . 94.56 |====================================================================
SVT-AV1 2.0
Encoder Mode: Preset 4 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
a . 27.48 |====================================================================
b . 27.28 |===================================================================
c . 27.52 |====================================================================
d . 27.24 |===================================================================
SVT-AV1 2.0
Encoder Mode: Preset 12 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
a . 188.56 |================================================================
b . 195.91 |===================================================================
c . 194.07 |==================================================================
d . 195.86 |===================================================================
SVT-AV1 2.0
Encoder Mode: Preset 8 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
a . 193.76 |==================================================================
b . 194.77 |===================================================================
c . 189.61 |=================================================================
d . 195.61 |===================================================================
SVT-AV1 2.0
Encoder Mode: Preset 13 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
a . 662.49 |==================================================================
b . 653.69 |=================================================================
c . 671.83 |===================================================================
d . 670.14 |===================================================================
SVT-AV1 2.0
Encoder Mode: Preset 12 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
a . 616.58 |==================================================================
b . 615.54 |==================================================================
c . 625.82 |===================================================================
d . 621.44 |===================================================================