Geekbench ML Score

11654
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date August 17 2024 01:41 PM
Views 8

System Information

System Information
Operating System Microsoft Windows 11 Pro (64-bit)
Model LENOVO 82JD
Motherboard LENOVO LNVNB161216
CPU Information
Name Intel Core i7-11800H
Topology 1 Processor, 8 Cores, 16 Threads
Identifier GenuineIntel Family 6 Model 141 Stepping 1
Base Frequency 2.30 GHz
Cluster 18 Cores
L1 Instruction Cache32.0 KB x 8
L1 Data Cache48.0 KB x 8
L2 Cache1.25 MB x 8
L3 Cache24.0 MB x 1
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 3070 Laptop GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 6112
1.14 KIPS
 
Image Classification (F16)
100% 6046
1.13 KIPS
 
Image Classification (I8)
100% 4442
831.1 IPS
 
Image Segmentation (F32)
100% 8510
142.1 IPS
 
Image Segmentation (F16)
100% 8483
141.7 IPS
 
Image Segmentation (I8)
98% 6353
106.1 IPS
 
Pose Estimation (F32)
100% 73679
89.2 IPS
 
Pose Estimation (F16)
100% 79112
95.8 IPS
 
Pose Estimation (I8)
100% 63880
77.4 IPS
 
Object Detection (F32)
100% 4156
310.3 IPS
 
Object Detection (F16)
100% 4121
307.6 IPS
 
Object Detection (I8)
63% 3253
242.8 IPS
 
Face Detection (F32)
100% 17451
207.5 IPS
 
Face Detection (F16)
100% 17427
207.2 IPS
 
Face Detection (I8)
89% 12260
145.8 IPS
 
Depth Estimation (F32)
100% 34004
263.7 IPS
 
Depth Estimation (F16)
100% 33869
262.7 IPS
 
Depth Estimation (I8)
94% 22227
172.4 IPS
 
Style Transfer (F32)
100% 137109
180.4 IPS
 
Style Transfer (F16)
100% 120930
159.1 IPS
 
Style Transfer (I8)
98% 101474
133.5 IPS
 
Image Super-Resolution (F32)
100% 23781
849.3 IPS
 
Image Super-Resolution (F16)
100% 25030
893.9 IPS
 
Image Super-Resolution (I8)
99% 13186
470.9 IPS
 
Text Classification (F32)
100% 2037
2.93 KIPS
 
Text Classification (F16)
100% 2028
2.91 KIPS
 
Text Classification (I8)
98% 996
1.43 KIPS
 
Machine Translation (F32)
100% 3044
56.0 IPS
 
Machine Translation (F16)
100% 2860
52.6 IPS
 
Machine Translation (I8)
70% 1402
25.8 IPS
 

Compare

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