Upload Date | June 13 2021 05:52 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad (7th generation) |
Model ID | iPad7,11 |
Motherboard | J171AP |
CPU Information | |
---|---|
Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
279
29.9 IPS |
|
Image Classification (F16)
|
100% |
273
29.2 IPS |
|
Image Classification (I8)
|
81% |
503
53.9 IPS |
|
Image Segmentation (F32)
|
100% |
457
2.82 IPS |
|
Image Segmentation (F16)
|
100% |
446
2.76 IPS |
|
Image Segmentation (I8)
|
89% |
841
5.20 IPS |
|
Pose Estimation (F32)
|
100% |
143
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
135
0.55 IPS |
|
Pose Estimation (I8)
|
80% |
156
0.63 IPS |
|
Object Detection (F32)
|
100% |
374
13.1 IPS |
|
Object Detection (F16)
|
100% |
378
13.3 IPS |
|
Object Detection (I8)
|
52% |
580
20.4 IPS |
|
Face Detection (F32)
|
100% |
519
5.97 IPS |
|
Face Detection (F16)
|
100% |
497
5.71 IPS |
|
Face Detection (I8)
|
75% |
546
6.27 IPS |
|
Text Classification (F32)
|
100% |
467
184.7 IPS |
|
Text Classification (F16)
|
100% |
466
184.5 IPS |
|
Machine Translation (F32)
|
100% |
527
81.2 IPS |
|
Machine Translation (F16)
|
100% |
527
81.2 IPS |