Geekbench ML Score

1281
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date January 05 2024 09:13 AM
Views 2

System Information

System Information
Operating System Fedora Linux 39 (Workstation Edition)
Model Dell Inc. XPS 15 9500
Motherboard Dell Inc. 05XYW7
CPU Information
Name Intel Core i7-10750H
Topology 1 Processor, 6 Cores, 12 Threads
Identifier GenuineIntel Family 6 Model 165 Stepping 2
Base Frequency 5.00 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 6
L1 Data Cache32.0 KB x 6
L2 Cache256 KB x 6
L3 Cache12.0 MB x 1
Memory Information
Size 31.09 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1171
219.1 IPS
 
Image Classification (F16)
100% 1172
219.4 IPS
 
Image Classification (I8)
99% 585
109.4 IPS
 
Image Segmentation (F32)
100% 1346
22.5 IPS
 
Image Segmentation (F16)
100% 1338
22.3 IPS
 
Image Segmentation (I8)
98% 648
10.8 IPS
 
Pose Estimation (F32)
100% 1731
2.10 IPS
 
Pose Estimation (F16)
100% 1735
2.10 IPS
 
Pose Estimation (I8)
100% 1618
1.96 IPS
 
Object Detection (F32)
100% 1214
90.6 IPS
 
Object Detection (F16)
100% 1212
90.5 IPS
 
Object Detection (I8)
65% 720
53.7 IPS
 
Face Detection (F32)
100% 1805
21.5 IPS
 
Face Detection (F16)
100% 1801
21.4 IPS
 
Face Detection (I8)
87% 1388
16.5 IPS
 
Depth Estimation (F32)
100% 1761
13.7 IPS
 
Depth Estimation (F16)
100% 1752
13.6 IPS
 
Depth Estimation (I8)
95% 1456
11.3 IPS
 
Style Transfer (F32)
100% 2108
2.77 IPS
 
Style Transfer (F16)
100% 2108
2.77 IPS
 
Style Transfer (I8)
98% 3172
4.17 IPS
 
Image Super-Resolution (F32)
100% 1214
43.4 IPS
 
Image Super-Resolution (F16)
100% 1225
43.8 IPS
 
Image Super-Resolution (I8)
98% 929
33.2 IPS
 
Text Classification (F32)
100% 1189
1.71 KIPS
 
Text Classification (F16)
100% 1151
1.65 KIPS
 
Text Classification (I8)
92% 429
616.3 IPS
 
Machine Translation (F32)
100% 1663
30.6 IPS
 
Machine Translation (F16)
100% 1655
30.4 IPS
 
Machine Translation (I8)
62% 558
10.3 IPS
 

Compare

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