Geekbench ML Score

11714
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date October 17 2024 03:00 AM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model LENOVO 82RF
Motherboard LENOVO LNVNB161216
Power PlanBalanced
CPU Information
Name Intel Core i7-12700H
Topology 1 Processor, 14 Cores, 20 Threads
Identifier GenuineIntel Family 6 Model 154 Stepping 3
Base Frequency 2.30 GHz
Cluster 16 Cores
Cluster 28 Cores
L1 Instruction Cache32.0 KB x 10
L1 Data Cache48.0 KB x 10
L2 Cache1.25 MB x 2
L3 Cache24.0 MB x 1
Memory Information
Size 16.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 3070 Laptop GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 5985
1.12 KIPS
 
Image Classification (F16)
100% 5962
1.12 KIPS
 
Image Classification (I8)
100% 4342
812.4 IPS
 
Image Segmentation (F32)
100% 8600
143.6 IPS
 
Image Segmentation (F16)
100% 8141
136.0 IPS
 
Image Segmentation (I8)
98% 6312
105.4 IPS
 
Pose Estimation (F32)
100% 80204
97.1 IPS
 
Pose Estimation (F16)
100% 80718
97.7 IPS
 
Pose Estimation (I8)
100% 65090
78.8 IPS
 
Object Detection (F32)
100% 4439
331.4 IPS
 
Object Detection (F16)
100% 4349
324.6 IPS
 
Object Detection (I8)
63% 3769
281.4 IPS
 
Face Detection (F32)
100% 16614
197.5 IPS
 
Face Detection (F16)
100% 16395
194.9 IPS
 
Face Detection (I8)
89% 12293
146.2 IPS
 
Depth Estimation (F32)
100% 36827
285.6 IPS
 
Depth Estimation (F16)
100% 37664
292.1 IPS
 
Depth Estimation (I8)
94% 26416
204.9 IPS
 
Style Transfer (F32)
100% 137546
180.9 IPS
 
Style Transfer (F16)
100% 124216
163.4 IPS
 
Style Transfer (I8)
98% 101037
132.9 IPS
 
Image Super-Resolution (F32)
100% 22968
820.3 IPS
 
Image Super-Resolution (F16)
100% 23389
835.3 IPS
 
Image Super-Resolution (I8)
99% 11934
426.2 IPS
 
Text Classification (F32)
100% 2151
3.09 KIPS
 
Text Classification (F16)
100% 1910
2.75 KIPS
 
Text Classification (I8)
98% 888
1.28 KIPS
 
Machine Translation (F32)
100% 2879
53.0 IPS
 
Machine Translation (F16)
100% 2854
52.5 IPS
 
Machine Translation (I8)
70% 1350
24.8 IPS
 

Compare

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