Upload Date | October 05 2024 10:00 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.7 |
Model | iPhone XS |
Model ID | iPhone11,2 |
Motherboard | D321AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
484
51.9 IPS |
|
Image Classification (F16)
|
100% |
476
51.0 IPS |
|
Image Classification (I8)
|
81% |
283
30.3 IPS |
|
Image Segmentation (F32)
|
100% |
782
4.83 IPS |
|
Image Segmentation (F16)
|
100% |
783
4.84 IPS |
|
Image Segmentation (I8)
|
89% |
980
6.05 IPS |
|
Pose Estimation (F32)
|
100% |
250
1.01 IPS |
|
Pose Estimation (F16)
|
100% |
246
1.00 IPS |
|
Pose Estimation (I8)
|
80% |
272
1.10 IPS |
|
Object Detection (F32)
|
100% |
712
25.0 IPS |
|
Object Detection (F16)
|
100% |
710
24.9 IPS |
|
Object Detection (I8)
|
52% |
546
19.1 IPS |
|
Face Detection (F32)
|
100% |
862
9.91 IPS |
|
Face Detection (F16)
|
100% |
871
10.0 IPS |
|
Face Detection (I8)
|
75% |
632
7.26 IPS |
|
Text Classification (F32)
|
100% |
800
316.4 IPS |
|
Text Classification (F16)
|
100% |
800
316.2 IPS |
|
Machine Translation (F32)
|
100% |
1006
155.0 IPS |
|
Machine Translation (F16)
|
100% |
1004
154.8 IPS |