Upload Date | September 23 2022 08:17 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1 |
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 | 5.51 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
822
88.1 IPS |
|
Image Classification (F16)
|
100% |
809
86.7 IPS |
|
Image Classification (I8)
|
81% |
478
51.2 IPS |
|
Image Segmentation (F32)
|
100% |
1262
7.80 IPS |
|
Image Segmentation (F16)
|
100% |
1226
7.57 IPS |
|
Image Segmentation (I8)
|
89% |
1488
9.19 IPS |
|
Pose Estimation (F32)
|
100% |
462
1.87 IPS |
|
Pose Estimation (F16)
|
100% |
457
1.85 IPS |
|
Pose Estimation (I8)
|
80% |
519
2.10 IPS |
|
Object Detection (F32)
|
100% |
1176
41.3 IPS |
|
Object Detection (F16)
|
100% |
1182
41.5 IPS |
|
Object Detection (I8)
|
52% |
763
26.8 IPS |
|
Face Detection (F32)
|
100% |
1508
17.3 IPS |
|
Face Detection (F16)
|
100% |
1397
16.1 IPS |
|
Face Detection (I8)
|
75% |
838
9.63 IPS |
|
Text Classification (F32)
|
100% |
957
378.5 IPS |
|
Text Classification (F16)
|
100% |
950
375.7 IPS |
|
Machine Translation (F32)
|
100% |
2287
352.5 IPS |
|
Machine Translation (F16)
|
100% |
2268
349.5 IPS |