Upload Date | June 10 2024 08:06 PM |
Views | 11 |
System Information | |
---|---|
Operating System | iOS 16.7.2 |
Model | iPhone 14 |
Model ID | iPhone14,7 |
Motherboard | D27AP |
CPU Information | |
---|---|
Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 4 Cores |
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 | 5.56 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1235
231.0 IPS |
|
Image Classification (F16)
|
100% |
5714
1.07 KIPS |
|
Image Classification (I8)
|
99% |
5398
1.01 KIPS |
|
Image Segmentation (F32)
|
100% |
566
9.45 IPS |
|
Image Segmentation (F16)
|
100% |
2974
49.7 IPS |
|
Image Segmentation (I8)
|
100% |
2978
49.7 IPS |
|
Pose Estimation (F32)
|
100% |
11154
13.5 IPS |
|
Pose Estimation (F16)
|
100% |
79929
96.8 IPS |
|
Pose Estimation (I8)
|
100% |
80561
97.6 IPS |
|
Object Detection (F32)
|
100% |
1243
92.8 IPS |
|
Object Detection (F16)
|
100% |
3443
257.1 IPS |
|
Object Detection (I8)
|
97% |
1371
102.4 IPS |
|
Face Detection (F32)
|
100% |
4092
48.7 IPS |
|
Face Detection (F16)
|
97% |
10751
127.8 IPS |
|
Face Detection (I8)
|
96% |
9470
112.6 IPS |
|
Depth Estimation (F32)
|
100% |
8561
66.4 IPS |
|
Depth Estimation (F16)
|
100% |
33424
259.2 IPS |
|
Depth Estimation (I8)
|
99% |
34551
267.9 IPS |
|
Style Transfer (F32)
|
100% |
19198
25.3 IPS |
|
Style Transfer (F16)
|
100% |
70577
92.8 IPS |
|
Style Transfer (I8)
|
100% |
75438
99.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
3785
135.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
13010
464.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
13129
468.9 IPS |
|
Text Classification (F32)
|
100% |
433
622.5 IPS |
|
Text Classification (F16)
|
100% |
844
1.21 KIPS |
|
Text Classification (I8)
|
96% |
844
1.21 KIPS |
|
Machine Translation (F32)
|
100% |
716
13.2 IPS |
|
Machine Translation (F16)
|
100% |
1342
24.7 IPS |
|
Machine Translation (I8)
|
99% |
700
12.9 IPS |