User | 2048 |
Upload Date | October 05 2023 12:02 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 17.0.2 |
Model | iPhone16,2 |
Model ID | iPhone16,2 |
Motherboard | D84AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.77 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 7.47 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1040
111.5 IPS |
|
Image Classification (F16)
|
100% |
1017
109.0 IPS |
|
Image Classification (I8)
|
81% |
624
66.9 IPS |
|
Image Segmentation (F32)
|
100% |
1400
8.65 IPS |
|
Image Segmentation (F16)
|
100% |
1377
8.50 IPS |
|
Image Segmentation (I8)
|
89% |
1655
10.2 IPS |
|
Pose Estimation (F32)
|
100% |
498
2.01 IPS |
|
Pose Estimation (F16)
|
100% |
484
1.96 IPS |
|
Pose Estimation (I8)
|
80% |
655
2.65 IPS |
|
Object Detection (F32)
|
100% |
1406
49.3 IPS |
|
Object Detection (F16)
|
100% |
1450
50.9 IPS |
|
Object Detection (I8)
|
52% |
959
33.6 IPS |
|
Face Detection (F32)
|
100% |
1852
21.3 IPS |
|
Face Detection (F16)
|
100% |
1821
20.9 IPS |
|
Face Detection (I8)
|
75% |
1029
11.8 IPS |
|
Text Classification (F32)
|
100% |
5132
2.03 KIPS |
|
Text Classification (F16)
|
100% |
4915
1.94 KIPS |
|
Machine Translation (F32)
|
100% |
2843
438.2 IPS |
|
Machine Translation (F16)
|
100% |
2837
437.3 IPS |