User | RedGreenER |
Upload Date | February 22 2023 09:15 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPhone 13 Pro Max |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
---|---|
Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2833
303.5 IPS |
|
Image Classification (F16)
|
100% |
4359
467.0 IPS |
|
Image Classification (I8)
|
81% |
695
74.5 IPS |
|
Image Segmentation (F32)
|
100% |
5964
36.8 IPS |
|
Image Segmentation (F16)
|
100% |
8372
51.7 IPS |
|
Image Segmentation (I8)
|
89% |
1271
7.85 IPS |
|
Pose Estimation (F32)
|
100% |
1913
7.74 IPS |
|
Pose Estimation (F16)
|
100% |
4877
19.7 IPS |
|
Pose Estimation (I8)
|
80% |
241
0.97 IPS |
|
Object Detection (F32)
|
100% |
3274
114.9 IPS |
|
Object Detection (F16)
|
100% |
3341
117.3 IPS |
|
Object Detection (I8)
|
52% |
994
34.9 IPS |
|
Face Detection (F32)
|
100% |
5111
58.7 IPS |
|
Face Detection (F16)
|
97% |
9236
106.1 IPS |
|
Face Detection (I8)
|
75% |
968
11.1 IPS |
|
Text Classification (F32)
|
100% |
1904
753.2 IPS |
|
Text Classification (F16)
|
100% |
1514
598.8 IPS |
|
Machine Translation (F32)
|
100% |
2042
314.7 IPS |
|
Machine Translation (F16)
|
100% |
2048
315.7 IPS |