Geekbench ML Score

13740
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

User brocksuire
Upload Date September 07 2024 12:14 AM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model Gigabyte Technology Co., Ltd. B550 VISION D-P
Motherboard Gigabyte Technology Co., Ltd. B550 VISION D-P
Power PlanHigh performance
CPU Information
Name AMD Ryzen 9 5900X
Topology 1 Processor, 12 Cores, 24 Threads
Identifier AuthenticAMD Family 25 Model 33 Stepping 2
Base Frequency 3.70 GHz
Cluster 112 Cores
L1 Instruction Cache32.0 KB x 12
L1 Data Cache32.0 KB x 12
L2 Cache512 KB x 12
L3 Cache32.0 MB x 2
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device AMD Radeon RX 6650 XT

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 6516
1.22 KIPS
 
Image Classification (F16)
100% 6527
1.22 KIPS
 
Image Classification (I8)
100% 5377
1.01 KIPS
 
Image Segmentation (F32)
100% 9763
163.1 IPS
 
Image Segmentation (F16)
100% 9934
165.9 IPS
 
Image Segmentation (I8)
98% 8343
139.3 IPS
 
Pose Estimation (F32)
100% 89737
108.7 IPS
 
Pose Estimation (F16)
100% 90147
109.2 IPS
 
Pose Estimation (I8)
100% 73014
88.4 IPS
 
Object Detection (F32)
100% 3846
287.1 IPS
 
Object Detection (F16)
100% 3901
291.2 IPS
 
Object Detection (I8)
62% 3625
270.6 IPS
 
Face Detection (F32)
100% 17635
209.7 IPS
 
Face Detection (F16)
100% 17799
211.6 IPS
 
Face Detection (I8)
89% 13371
159.0 IPS
 
Depth Estimation (F32)
100% 39241
304.3 IPS
 
Depth Estimation (F16)
100% 39049
302.8 IPS
 
Depth Estimation (I8)
95% 31586
245.0 IPS
 
Style Transfer (F32)
100% 168721
221.9 IPS
 
Style Transfer (F16)
100% 172648
227.1 IPS
 
Style Transfer (I8)
98% 140302
184.6 IPS
 
Image Super-Resolution (F32)
100% 26631
951.1 IPS
 
Image Super-Resolution (F16)
100% 27052
966.1 IPS
 
Image Super-Resolution (I8)
99% 19359
691.4 IPS
 
Text Classification (F32)
100% 2153
3.09 KIPS
 
Text Classification (F16)
100% 2166
3.11 KIPS
 
Text Classification (I8)
98% 1648
2.37 KIPS
 
Machine Translation (F32)
100% 3423
63.0 IPS
 
Machine Translation (F16)
100% 3414
62.8 IPS
 
Machine Translation (I8)
70% 2235
41.1 IPS
 

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