Geekbench ML Score

2329
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AArch64

Result Information

User andrewillauchmit
Upload Date May 08 2024 08:02 AM
Views 8

System Information

System Information
Operating System Microsoft Windows 11 Pro Insider Preview (64-bit)
Model LENOVO 4810UV0100
Motherboard LENOVO 4810UV0100
Power PlanBalanced
CPU Information
Name Snapdragon X Elite - X1E78100 - Qualcomm Oryon 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 64.00 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% 1471
275.2 IPS
 
Image Classification (F16)
100% 1459
273.1 IPS
 
Image Classification (I8)
100% 1183
221.5 IPS
 
Image Segmentation (F32)
100% 1685
28.1 IPS
 
Image Segmentation (F16)
100% 1677
28.0 IPS
 
Image Segmentation (I8)
98% 1453
24.3 IPS
 
Pose Estimation (F32)
100% 9702
11.7 IPS
 
Pose Estimation (F16)
100% 9708
11.8 IPS
 
Pose Estimation (I8)
100% 8382
10.1 IPS
 
Object Detection (F32)
100% 1227
91.6 IPS
 
Object Detection (F16)
100% 1220
91.1 IPS
 
Object Detection (I8)
71% 1088
81.2 IPS
 
Face Detection (F32)
100% 2900
34.5 IPS
 
Face Detection (F16)
100% 2860
34.0 IPS
 
Face Detection (I8)
93% 2276
27.1 IPS
 
Depth Estimation (F32)
100% 5463
42.4 IPS
 
Depth Estimation (F16)
100% 5504
42.7 IPS
 
Depth Estimation (I8)
94% 4518
35.0 IPS
 
Style Transfer (F32)
100% 12960
17.0 IPS
 
Style Transfer (F16)
100% 12987
17.1 IPS
 
Style Transfer (I8)
98% 11834
15.6 IPS
 
Image Super-Resolution (F32)
100% 5008
178.8 IPS
 
Image Super-Resolution (F16)
100% 5008
178.8 IPS
 
Image Super-Resolution (I8)
99% 3570
127.5 IPS
 
Text Classification (F32)
100% 297
427.3 IPS
 
Text Classification (F16)
100% 295
423.6 IPS
 
Text Classification (I8)
98% 250
358.8 IPS
 
Machine Translation (F32)
100% 1069
19.7 IPS
 
Machine Translation (F16)
100% 1057
19.5 IPS
 
Machine Translation (I8)
65% 684
12.6 IPS
 

Compare

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