Upload Date | August 09 2023 01:53 AM |
Views | 3 |
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% |
888
95.2 IPS |
|
Image Classification (F16)
|
100% |
866
92.7 IPS |
|
Image Classification (I8)
|
81% |
468
50.2 IPS |
|
Image Segmentation (F32)
|
100% |
1309
8.08 IPS |
|
Image Segmentation (F16)
|
100% |
1247
7.70 IPS |
|
Image Segmentation (I8)
|
89% |
1484
9.17 IPS |
|
Pose Estimation (F32)
|
100% |
473
1.91 IPS |
|
Pose Estimation (F16)
|
100% |
465
1.88 IPS |
|
Pose Estimation (I8)
|
80% |
527
2.13 IPS |
|
Object Detection (F32)
|
100% |
1243
43.6 IPS |
|
Object Detection (F16)
|
100% |
1269
44.5 IPS |
|
Object Detection (I8)
|
52% |
766
26.9 IPS |
|
Face Detection (F32)
|
100% |
1585
18.2 IPS |
|
Face Detection (F16)
|
100% |
1572
18.1 IPS |
|
Face Detection (I8)
|
75% |
856
9.83 IPS |
|
Text Classification (F32)
|
100% |
3238
1.28 KIPS |
|
Text Classification (F16)
|
100% |
3232
1.28 KIPS |
|
Machine Translation (F32)
|
100% |
2340
360.7 IPS |
|
Machine Translation (F16)
|
100% |
2330
359.1 IPS |