Geekbench ML Score

2323
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

Upload Date August 16 2024 05:12 PM
Views 1

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model LENOVO 21N10000US
Motherboard LENOVO 21N10000US
Power PlanBalanced
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 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device Qualcomm(R) Adreno(TM) X1-85 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1433
268.2 IPS
 
Image Classification (F16)
100% 1443
270.0 IPS
 
Image Classification (I8)
100% 1177
220.2 IPS
 
Image Segmentation (F32)
100% 1671
27.9 IPS
 
Image Segmentation (F16)
100% 1703
28.4 IPS
 
Image Segmentation (I8)
98% 1492
24.9 IPS
 
Pose Estimation (F32)
100% 9452
11.4 IPS
 
Pose Estimation (F16)
100% 9492
11.5 IPS
 
Pose Estimation (I8)
100% 8441
10.2 IPS
 
Object Detection (F32)
100% 1212
90.4 IPS
 
Object Detection (F16)
100% 1213
90.6 IPS
 
Object Detection (I8)
71% 1081
80.7 IPS
 
Face Detection (F32)
100% 2860
34.0 IPS
 
Face Detection (F16)
100% 2894
34.4 IPS
 
Face Detection (I8)
93% 2337
27.8 IPS
 
Depth Estimation (F32)
100% 5446
42.2 IPS
 
Depth Estimation (F16)
100% 5483
42.5 IPS
 
Depth Estimation (I8)
94% 4636
35.9 IPS
 
Style Transfer (F32)
100% 13026
17.1 IPS
 
Style Transfer (F16)
100% 13057
17.2 IPS
 
Style Transfer (I8)
98% 11959
15.7 IPS
 
Image Super-Resolution (F32)
100% 5007
178.8 IPS
 
Image Super-Resolution (F16)
100% 4880
174.3 IPS
 
Image Super-Resolution (I8)
99% 3585
128.0 IPS
 
Text Classification (F32)
100% 277
397.8 IPS
 
Text Classification (F16)
100% 286
410.9 IPS
 
Text Classification (I8)
98% 249
357.8 IPS
 
Machine Translation (F32)
100% 1092
20.1 IPS
 
Machine Translation (F16)
100% 1091
20.1 IPS
 
Machine Translation (I8)
65% 693
12.7 IPS
 

Compare

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