Geekbench ML Score

15111
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date August 16 2024 09:31 AM
Views 1

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model Gigabyte Technology Co., Ltd. X570 AORUS ELITE
Motherboard Gigabyte Technology Co., Ltd. X570 AORUS ELITE
Power PlanHigh performance
CPU Information
Name AMD Ryzen 9 3900X
Topology 1 Processor, 12 Cores, 24 Threads
Identifier AuthenticAMD Family 23 Model 113 Stepping 0
Base Frequency 3.79 GHz
Cluster 112 Cores
L1 Instruction Cache32.0 KB x 12
L1 Data Cache32.0 KB x 12
L2 Cache512 KB x 12
L3 Cache16.0 MB x 4
Memory Information
Size 64.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 3080

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 7770
1.45 KIPS
 
Image Classification (F16)
100% 8177
1.53 KIPS
 
Image Classification (I8)
100% 5590
1.05 KIPS
 
Image Segmentation (F32)
100% 11845
197.8 IPS
 
Image Segmentation (F16)
100% 11784
196.8 IPS
 
Image Segmentation (I8)
98% 8942
149.3 IPS
 
Pose Estimation (F32)
100% 116420
141.0 IPS
 
Pose Estimation (F16)
100% 117370
142.1 IPS
 
Pose Estimation (I8)
100% 92629
112.2 IPS
 
Object Detection (F32)
100% 4253
317.5 IPS
 
Object Detection (F16)
100% 4207
314.0 IPS
 
Object Detection (I8)
56% 3567
266.3 IPS
 
Face Detection (F32)
100% 22598
268.7 IPS
 
Face Detection (F16)
100% 22896
272.2 IPS
 
Face Detection (I8)
89% 16332
194.2 IPS
 
Depth Estimation (F32)
100% 47061
365.0 IPS
 
Depth Estimation (F16)
100% 48705
377.7 IPS
 
Depth Estimation (I8)
94% 30909
239.7 IPS
 
Style Transfer (F32)
100% 212654
279.7 IPS
 
Style Transfer (F16)
100% 212402
279.4 IPS
 
Style Transfer (I8)
98% 154415
203.1 IPS
 
Image Super-Resolution (F32)
100% 29969
1.07 KIPS
 
Image Super-Resolution (F16)
100% 29951
1.07 KIPS
 
Image Super-Resolution (I8)
99% 16843
601.5 IPS
 
Text Classification (F32)
100% 2207
3.17 KIPS
 
Text Classification (F16)
100% 2238
3.22 KIPS
 
Text Classification (I8)
98% 1144
1.64 KIPS
 
Machine Translation (F32)
100% 3415
62.8 IPS
 
Machine Translation (F16)
100% 3578
65.8 IPS
 
Machine Translation (I8)
70% 1533
28.2 IPS
 

Compare

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