Upload Date | August 01 2023 07:08 AM |
Views | 31 |
System Information | |
---|---|
Operating System | iOS 17.0 |
Model | iPhone15,2 |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.43 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 | 5.52 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
902
96.6 IPS |
|
Image Classification (F16)
|
100% |
870
93.3 IPS |
|
Image Classification (I8)
|
81% |
488
52.3 IPS |
|
Image Segmentation (F32)
|
100% |
1263
7.80 IPS |
|
Image Segmentation (F16)
|
100% |
1220
7.53 IPS |
|
Image Segmentation (I8)
|
89% |
1479
9.13 IPS |
|
Pose Estimation (F32)
|
100% |
467
1.89 IPS |
|
Pose Estimation (F16)
|
100% |
459
1.86 IPS |
|
Pose Estimation (I8)
|
80% |
518
2.10 IPS |
|
Object Detection (F32)
|
100% |
1242
43.6 IPS |
|
Object Detection (F16)
|
100% |
1271
44.6 IPS |
|
Object Detection (I8)
|
52% |
762
26.7 IPS |
|
Face Detection (F32)
|
100% |
1574
18.1 IPS |
|
Face Detection (F16)
|
100% |
1542
17.7 IPS |
|
Face Detection (I8)
|
75% |
859
9.87 IPS |
|
Text Classification (F32)
|
100% |
3066
1.21 KIPS |
|
Text Classification (F16)
|
100% |
3137
1.24 KIPS |
|
Machine Translation (F32)
|
100% |
2343
361.2 IPS |
|
Machine Translation (F16)
|
100% |
2369
365.2 IPS |