Upload Date | October 04 2023 08:59 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.0 |
Model | iPhone15,3 |
Model ID | iPhone15,3 |
Motherboard | D74AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.44 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 | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
869
93.1 IPS |
|
Image Classification (F16)
|
100% |
840
90.0 IPS |
|
Image Classification (I8)
|
81% |
457
49.0 IPS |
|
Image Segmentation (F32)
|
100% |
1235
7.63 IPS |
|
Image Segmentation (F16)
|
100% |
1203
7.43 IPS |
|
Image Segmentation (I8)
|
89% |
1498
9.25 IPS |
|
Pose Estimation (F32)
|
100% |
454
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
450
1.82 IPS |
|
Pose Estimation (I8)
|
80% |
505
2.04 IPS |
|
Object Detection (F32)
|
100% |
1217
42.7 IPS |
|
Object Detection (F16)
|
100% |
1204
42.3 IPS |
|
Object Detection (I8)
|
52% |
768
26.9 IPS |
|
Face Detection (F32)
|
100% |
1554
17.9 IPS |
|
Face Detection (F16)
|
100% |
1542
17.7 IPS |
|
Face Detection (I8)
|
75% |
863
9.91 IPS |
|
Text Classification (F32)
|
100% |
3114
1.23 KIPS |
|
Text Classification (F16)
|
100% |
3117
1.23 KIPS |
|
Machine Translation (F32)
|
100% |
2346
361.5 IPS |
|
Machine Translation (F16)
|
100% |
2327
358.6 IPS |