Geekbench ML Score

25012
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date August 16 2024 03:07 PM
Views 5

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model Gigabyte Technology Co., Ltd. X570S AORUS PRO AX
Motherboard Gigabyte Technology Co., Ltd. X570S AORUS PRO AX
Power PlanBitsum Highest Performance
CPU Information
Name AMD Ryzen 9 5900X
Topology 1 Processor, 12 Cores, 24 Threads
Identifier AuthenticAMD Family 25 Model 33 Stepping 0
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 NVIDIA GeForce RTX 4080

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 10675
2.00 KIPS
 
Image Classification (F16)
100% 11201
2.10 KIPS
 
Image Classification (I8)
100% 9274
1.74 KIPS
 
Image Segmentation (F32)
100% 18139
302.9 IPS
 
Image Segmentation (F16)
100% 16397
273.8 IPS
 
Image Segmentation (I8)
98% 16781
280.3 IPS
 
Pose Estimation (F32)
100% 239582
290.1 IPS
 
Pose Estimation (F16)
100% 239305
289.8 IPS
 
Pose Estimation (I8)
100% 209757
254.0 IPS
 
Object Detection (F32)
100% 6631
495.0 IPS
 
Object Detection (F16)
100% 6757
504.5 IPS
 
Object Detection (I8)
56% 6249
466.6 IPS
 
Face Detection (F32)
100% 38984
463.5 IPS
 
Face Detection (F16)
100% 40272
478.8 IPS
 
Face Detection (I8)
89% 33715
400.9 IPS
 
Depth Estimation (F32)
100% 73764
572.0 IPS
 
Depth Estimation (F16)
100% 69044
535.4 IPS
 
Depth Estimation (I8)
94% 56018
434.4 IPS
 
Style Transfer (F32)
100% 349600
459.9 IPS
 
Style Transfer (F16)
100% 349895
460.3 IPS
 
Style Transfer (I8)
98% 307867
405.0 IPS
 
Image Super-Resolution (F32)
100% 48592
1.74 KIPS
 
Image Super-Resolution (F16)
100% 48262
1.72 KIPS
 
Image Super-Resolution (I8)
99% 37314
1.33 KIPS
 
Text Classification (F32)
100% 2784
4.00 KIPS
 
Text Classification (F16)
100% 2761
3.97 KIPS
 
Text Classification (I8)
98% 1813
2.61 KIPS
 
Machine Translation (F32)
100% 4927
90.7 IPS
 
Machine Translation (F16)
100% 4937
90.9 IPS
 
Machine Translation (I8)
70% 2800
51.5 IPS
 

Compare

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