Geekbench ML Score

12831
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date October 07 2024 09:56 AM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Home Single Language (64-bit)
Model Micro-Star International Co., Ltd. Sword 16 HX B14VGKG
Motherboard Micro-Star International Co., Ltd. MS-15P2
Power PlanBalanced
CPU Information
Name Intel Core i7-14700HX
Topology 1 Processor, 20 Cores, 28 Threads
Identifier GenuineIntel Family 6 Model 183 Stepping 1
Base Frequency 2.10 GHz
Cluster 18 Cores
Cluster 212 Cores
L1 Instruction Cache64.0 KB x 14
L1 Data Cache32.0 KB x 14
L2 Cache4.00 MB x 3
L3 Cache33.0 MB x 1
Memory Information
Size 16.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 4070 Laptop GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 7301
1.37 KIPS
 
Image Classification (F16)
100% 7410
1.39 KIPS
 
Image Classification (I8)
100% 6383
1.19 KIPS
 
Image Segmentation (F32)
100% 8488
141.8 IPS
 
Image Segmentation (F16)
100% 8626
144.1 IPS
 
Image Segmentation (I8)
98% 7885
131.7 IPS
 
Pose Estimation (F32)
100% 75580
91.5 IPS
 
Pose Estimation (F16)
100% 74239
89.9 IPS
 
Pose Estimation (I8)
100% 70991
86.0 IPS
 
Object Detection (F32)
100% 4811
359.2 IPS
 
Object Detection (F16)
100% 5042
376.4 IPS
 
Object Detection (I8)
63% 4352
324.9 IPS
 
Face Detection (F32)
100% 15960
189.8 IPS
 
Face Detection (F16)
100% 18097
215.2 IPS
 
Face Detection (I8)
89% 15785
187.7 IPS
 
Depth Estimation (F32)
100% 30102
233.4 IPS
 
Depth Estimation (F16)
100% 38444
298.1 IPS
 
Depth Estimation (I8)
95% 25046
194.2 IPS
 
Style Transfer (F32)
100% 146678
192.9 IPS
 
Style Transfer (F16)
100% 117583
154.7 IPS
 
Style Transfer (I8)
98% 108621
142.9 IPS
 
Image Super-Resolution (F32)
100% 24314
868.3 IPS
 
Image Super-Resolution (F16)
100% 25553
912.6 IPS
 
Image Super-Resolution (I8)
99% 16567
591.7 IPS
 
Text Classification (F32)
100% 2196
3.16 KIPS
 
Text Classification (F16)
100% 2132
3.06 KIPS
 
Text Classification (I8)
98% 1090
1.57 KIPS
 
Machine Translation (F32)
100% 3194
58.8 IPS
 
Machine Translation (F16)
100% 3236
59.6 IPS
 
Machine Translation (I8)
70% 1573
28.9 IPS
 

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