Upload Date | September 29 2023 02:18 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 17.0.2 |
Model | iPhone16,2 |
Model ID | iPhone16,2 |
Motherboard | D84AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.78 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% |
1046
112.1 IPS |
|
Image Classification (F16)
|
100% |
1024
109.7 IPS |
|
Image Classification (I8)
|
81% |
532
57.0 IPS |
|
Image Segmentation (F32)
|
100% |
1405
8.68 IPS |
|
Image Segmentation (F16)
|
100% |
1395
8.62 IPS |
|
Image Segmentation (I8)
|
89% |
1602
9.89 IPS |
|
Pose Estimation (F32)
|
100% |
490
1.98 IPS |
|
Pose Estimation (F16)
|
100% |
487
1.97 IPS |
|
Pose Estimation (I8)
|
80% |
652
2.64 IPS |
|
Object Detection (F32)
|
100% |
1433
50.3 IPS |
|
Object Detection (F16)
|
100% |
1456
51.1 IPS |
|
Object Detection (I8)
|
52% |
790
27.7 IPS |
|
Face Detection (F32)
|
100% |
1848
21.2 IPS |
|
Face Detection (F16)
|
100% |
1813
20.8 IPS |
|
Face Detection (I8)
|
75% |
972
11.2 IPS |
|
Text Classification (F32)
|
100% |
4201
1.66 KIPS |
|
Text Classification (F16)
|
100% |
4220
1.67 KIPS |
|
Machine Translation (F32)
|
100% |
2875
443.1 IPS |
|
Machine Translation (F16)
|
100% |
2868
442.0 IPS |