Geekbench ML Score

17430
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

User Athanasius
Upload Date August 15 2024 06:32 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model ASRock X670E PG Lightning
Motherboard ASRock X670E PG Lightning
Power PlanBalanced
CPU Information
Name AMD Ryzen 7 7700X
Topology 1 Processor, 8 Cores, 16 Threads
Identifier AuthenticAMD Family 25 Model 97 Stepping 2
Base Frequency 4.50 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 Cache32.0 MB x 1
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 3080

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 8308
1.55 KIPS
 
Image Classification (F16)
100% 8762
1.64 KIPS
 
Image Classification (I8)
100% 5687
1.06 KIPS
 
Image Segmentation (F32)
100% 14471
241.7 IPS
 
Image Segmentation (F16)
100% 13700
228.8 IPS
 
Image Segmentation (I8)
98% 10580
176.7 IPS
 
Pose Estimation (F32)
100% 125893
152.5 IPS
 
Pose Estimation (F16)
100% 126268
152.9 IPS
 
Pose Estimation (I8)
100% 98385
119.1 IPS
 
Object Detection (F32)
100% 6577
491.0 IPS
 
Object Detection (F16)
100% 6566
490.2 IPS
 
Object Detection (I8)
56% 5174
386.3 IPS
 
Face Detection (F32)
100% 27167
323.0 IPS
 
Face Detection (F16)
100% 28280
336.3 IPS
 
Face Detection (I8)
89% 18640
221.6 IPS
 
Depth Estimation (F32)
100% 54955
426.2 IPS
 
Depth Estimation (F16)
100% 51167
396.8 IPS
 
Depth Estimation (I8)
94% 31729
246.1 IPS
 
Style Transfer (F32)
100% 239353
314.8 IPS
 
Style Transfer (F16)
100% 226664
298.2 IPS
 
Style Transfer (I8)
98% 164705
216.7 IPS
 
Image Super-Resolution (F32)
100% 33380
1.19 KIPS
 
Image Super-Resolution (F16)
100% 33368
1.19 KIPS
 
Image Super-Resolution (I8)
99% 18787
670.9 IPS
 
Text Classification (F32)
100% 2494
3.58 KIPS
 
Text Classification (F16)
100% 2482
3.57 KIPS
 
Text Classification (I8)
98% 1293
1.86 KIPS
 
Machine Translation (F32)
100% 4220
77.7 IPS
 
Machine Translation (F16)
100% 4179
76.9 IPS
 
Machine Translation (I8)
70% 1696
31.2 IPS
 

Compare

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