Geekbench ML Score

25716
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date May 07 2024 01:17 AM
Views 3

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model Gigabyte Technology Co., Ltd. X570 AORUS ELITE WIFI
Motherboard Gigabyte Technology Co., Ltd. X570 AORUS ELITE WIFI
Power PlanHigh performance
CPU Information
Name AMD Ryzen 7 5800X
Topology 1 Processor, 8 Cores, 16 Threads
Identifier AuthenticAMD Family 25 Model 33 Stepping 0
Base Frequency 3.80 GHz
Cluster 18 Cores
L1 Instruction Cache32.0 KB x 8
L1 Data Cache32.0 KB x 8
L2 Cache512 KB x 8
L3 Cache32.0 MB x 1
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 4090

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 11213
2.10 KIPS
 
Image Classification (F16)
100% 11014
2.06 KIPS
 
Image Classification (I8)
100% 10183
1.91 KIPS
 
Image Segmentation (F32)
100% 15452
258.1 IPS
 
Image Segmentation (F16)
100% 15432
257.7 IPS
 
Image Segmentation (I8)
98% 14147
236.3 IPS
 
Pose Estimation (F32)
100% 278626
337.4 IPS
 
Pose Estimation (F16)
100% 274359
332.2 IPS
 
Pose Estimation (I8)
100% 243467
294.8 IPS
 
Object Detection (F32)
100% 6978
521.0 IPS
 
Object Detection (F16)
100% 6848
511.2 IPS
 
Object Detection (I8)
54% 6329
472.5 IPS
 
Face Detection (F32)
100% 37203
442.4 IPS
 
Face Detection (F16)
100% 38023
452.1 IPS
 
Face Detection (I8)
88% 32778
389.7 IPS
 
Depth Estimation (F32)
100% 79177
614.0 IPS
 
Depth Estimation (F16)
100% 79181
614.0 IPS
 
Depth Estimation (I8)
95% 61680
478.3 IPS
 
Style Transfer (F32)
100% 461465
607.0 IPS
 
Style Transfer (F16)
100% 457861
602.3 IPS
 
Style Transfer (I8)
98% 407849
536.5 IPS
 
Image Super-Resolution (F32)
100% 49419
1.76 KIPS
 
Image Super-Resolution (F16)
100% 49824
1.78 KIPS
 
Image Super-Resolution (I8)
99% 37913
1.35 KIPS
 
Text Classification (F32)
100% 2889
4.15 KIPS
 
Text Classification (F16)
100% 2849
4.09 KIPS
 
Text Classification (I8)
98% 1800
2.59 KIPS
 
Machine Translation (F32)
100% 4037
74.3 IPS
 
Machine Translation (F16)
100% 4087
75.2 IPS
 
Machine Translation (I8)
70% 2405
44.3 IPS
 

Compare

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