Upload Date | October 23 2021 03:40 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone 12 |
Model ID | iPhone13,2 |
Motherboard | D53gAP |
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 | 3.62 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
639
68.4 IPS |
|
Image Classification (F16)
|
100% |
614
65.8 IPS |
|
Image Classification (I8)
|
81% |
425
45.5 IPS |
|
Image Segmentation (F32)
|
100% |
964
5.95 IPS |
|
Image Segmentation (F16)
|
100% |
963
5.95 IPS |
|
Image Segmentation (I8)
|
89% |
1402
8.66 IPS |
|
Pose Estimation (F32)
|
100% |
356
1.44 IPS |
|
Pose Estimation (F16)
|
100% |
353
1.43 IPS |
|
Pose Estimation (I8)
|
80% |
436
1.76 IPS |
|
Object Detection (F32)
|
100% |
868
30.5 IPS |
|
Object Detection (F16)
|
100% |
862
30.3 IPS |
|
Object Detection (I8)
|
52% |
742
26.0 IPS |
|
Face Detection (F32)
|
100% |
1073
12.3 IPS |
|
Face Detection (F16)
|
100% |
1044
12.0 IPS |
|
Face Detection (I8)
|
75% |
810
9.31 IPS |
|
Text Classification (F32)
|
100% |
2415
955.1 IPS |
|
Text Classification (F16)
|
100% |
2317
916.5 IPS |
|
Machine Translation (F32)
|
100% |
1696
261.4 IPS |
|
Machine Translation (F16)
|
100% |
1679
258.7 IPS |