Upload Date | October 05 2023 12:38 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 17.1 |
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 | 3.44 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 | 5.52 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
895
95.8 IPS |
|
Image Classification (F16)
|
100% |
868
93.0 IPS |
|
Image Classification (I8)
|
81% |
456
48.8 IPS |
|
Image Segmentation (F32)
|
100% |
1241
7.67 IPS |
|
Image Segmentation (F16)
|
100% |
1220
7.54 IPS |
|
Image Segmentation (I8)
|
89% |
1478
9.13 IPS |
|
Pose Estimation (F32)
|
100% |
455
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
450
1.82 IPS |
|
Pose Estimation (I8)
|
80% |
513
2.08 IPS |
|
Object Detection (F32)
|
100% |
1233
43.3 IPS |
|
Object Detection (F16)
|
100% |
1257
44.1 IPS |
|
Object Detection (I8)
|
52% |
746
26.2 IPS |
|
Face Detection (F32)
|
100% |
1560
17.9 IPS |
|
Face Detection (F16)
|
100% |
1504
17.3 IPS |
|
Face Detection (I8)
|
75% |
856
9.84 IPS |
|
Text Classification (F32)
|
100% |
3042
1.20 KIPS |
|
Text Classification (F16)
|
100% |
3029
1.20 KIPS |
|
Machine Translation (F32)
|
100% |
2332
359.3 IPS |
|
Machine Translation (F16)
|
100% |
2356
363.1 IPS |