Geekbench ML Score

12855
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date July 15 2024 03:35 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Enterprise (64-bit)
Model Gigabyte Technology Co., Ltd. B650I AX
Motherboard Gigabyte Technology Co., Ltd. B650I AX
Power PlanBalanced
CPU Information
Name AMD Ryzen 7 7800X3D
Topology 1 Processor, 8 Cores, 16 Threads
Identifier AuthenticAMD Family 25 Model 97 Stepping 2
Base Frequency 4.20 GHz
Cluster 18 Cores
L1 Instruction Cache32.0 KB x 8
L1 Data Cache32.0 KB x 8
L2 Cache1.00 MB x 8
L3 Cache96.0 MB x 1
Memory Information
Size 64.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 2080 Ti

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 7529
1.41 KIPS
 
Image Classification (F16)
100% 7451
1.39 KIPS
 
Image Classification (I8)
100% 4976
931.2 IPS
 
Image Segmentation (F32)
100% 10413
173.9 IPS
 
Image Segmentation (F16)
100% 10103
168.7 IPS
 
Image Segmentation (I8)
98% 7738
129.2 IPS
 
Pose Estimation (F32)
100% 72812
88.2 IPS
 
Pose Estimation (F16)
100% 72875
88.2 IPS
 
Pose Estimation (I8)
100% 61044
73.9 IPS
 
Object Detection (F32)
100% 4740
353.9 IPS
 
Object Detection (F16)
100% 4731
353.2 IPS
 
Object Detection (I8)
63% 3727
278.2 IPS
 
Face Detection (F32)
100% 20873
248.2 IPS
 
Face Detection (F16)
100% 22158
263.5 IPS
 
Face Detection (I8)
89% 15686
186.5 IPS
 
Depth Estimation (F32)
100% 47580
369.0 IPS
 
Depth Estimation (F16)
100% 34899
270.6 IPS
 
Depth Estimation (I8)
95% 22389
173.6 IPS
 
Style Transfer (F32)
100% 196927
259.0 IPS
 
Style Transfer (F16)
100% 144779
190.4 IPS
 
Style Transfer (I8)
98% 109277
143.7 IPS
 
Image Super-Resolution (F32)
100% 23572
841.8 IPS
 
Image Super-Resolution (F16)
100% 23173
827.6 IPS
 
Image Super-Resolution (I8)
99% 13212
471.8 IPS
 
Text Classification (F32)
100% 1446
2.08 KIPS
 
Text Classification (F16)
100% 1846
2.65 KIPS
 
Text Classification (I8)
98% 820
1.18 KIPS
 
Machine Translation (F32)
100% 3747
68.9 IPS
 
Machine Translation (F16)
100% 3717
68.4 IPS
 
Machine Translation (I8)
70% 1649
30.3 IPS
 

Compare

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