Upload Date | January 29 2025 05:00 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
Model | iPhone 12 Mini |
Model ID | iPhone13,1 |
Motherboard | D52gAP |
CPU Information | |
---|---|
Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 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 | 3.63 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1388
148.8 IPS |
|
Image Classification (F16)
|
100% |
1646
176.3 IPS |
|
Image Classification (I8)
|
81% |
277
29.7 IPS |
|
Image Segmentation (F32)
|
100% |
3959
24.5 IPS |
|
Image Segmentation (F16)
|
100% |
5367
33.2 IPS |
|
Image Segmentation (I8)
|
89% |
506
3.13 IPS |
|
Pose Estimation (F32)
|
100% |
1270
5.14 IPS |
|
Pose Estimation (F16)
|
100% |
4176
16.9 IPS |
|
Pose Estimation (I8)
|
80% |
95
0.39 IPS |
|
Object Detection (F32)
|
100% |
1309
45.9 IPS |
|
Object Detection (F16)
|
99% |
1471
51.6 IPS |
|
Object Detection (I8)
|
52% |
391
13.7 IPS |
|
Face Detection (F32)
|
100% |
3271
37.6 IPS |
|
Face Detection (F16)
|
97% |
4745
54.5 IPS |
|
Face Detection (I8)
|
75% |
387
4.45 IPS |
|
Text Classification (F32)
|
100% |
744
294.4 IPS |
|
Text Classification (F16)
|
98% |
936
370.4 IPS |
|
Machine Translation (F32)
|
100% |
809
124.8 IPS |
|
Machine Translation (F16)
|
100% |
803
123.7 IPS |