Geekbench ML Score

2185
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date August 16 2024 08:39 PM
Views 1

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model LENOVO 83ED
Motherboard LENOVO LNVNB161216
Power PlanRovnovha
CPU Information
Name Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Oryon(TM) CPU
Topology 1 Processor, 12 Cores
Identifier ARMv8 (64-bit) Family 8 Model 1 Revision 201
Base Frequency 3.42 GHz
Cluster 18 Cores
Cluster 24 Cores
Memory Information
Size 16.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Adreno(TM) GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1224
229.0 IPS
 
Image Classification (F16)
100% 1302
243.6 IPS
 
Image Classification (I8)
100% 1076
201.3 IPS
 
Image Segmentation (F32)
100% 1579
26.4 IPS
 
Image Segmentation (F16)
100% 1586
26.5 IPS
 
Image Segmentation (I8)
98% 1459
24.4 IPS
 
Pose Estimation (F32)
100% 9547
11.6 IPS
 
Pose Estimation (F16)
100% 8540
10.3 IPS
 
Pose Estimation (I8)
100% 8618
10.4 IPS
 
Object Detection (F32)
100% 1170
87.3 IPS
 
Object Detection (F16)
100% 1196
89.3 IPS
 
Object Detection (I8)
71% 946
70.6 IPS
 
Face Detection (F32)
100% 2377
28.3 IPS
 
Face Detection (F16)
100% 2374
28.2 IPS
 
Face Detection (I8)
93% 2019
24.0 IPS
 
Depth Estimation (F32)
100% 5347
41.5 IPS
 
Depth Estimation (F16)
100% 5284
41.0 IPS
 
Depth Estimation (I8)
94% 4492
34.8 IPS
 
Style Transfer (F32)
100% 13273
17.5 IPS
 
Style Transfer (F16)
100% 12544
16.5 IPS
 
Style Transfer (I8)
98% 11412
15.0 IPS
 
Image Super-Resolution (F32)
100% 4884
174.4 IPS
 
Image Super-Resolution (F16)
100% 4885
174.5 IPS
 
Image Super-Resolution (I8)
99% 3402
121.5 IPS
 
Text Classification (F32)
100% 281
403.8 IPS
 
Text Classification (F16)
100% 288
413.3 IPS
 
Text Classification (I8)
98% 227
326.0 IPS
 
Machine Translation (F32)
100% 1002
18.4 IPS
 
Machine Translation (F16)
100% 999
18.4 IPS
 
Machine Translation (I8)
65% 646
11.9 IPS
 

Compare

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