| Upload Date | September 30 2022 01:30 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 15.7 |
| Model | iPad Air (3rd generation) |
| Model ID | iPad11,4 |
| Motherboard | J218AP |
| CPU Information | |
|---|---|
| Name | Apple A12 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.49 GHz |
| L1 Instruction Cache | 48.0 KB x 1 |
| L1 Data Cache | 32.0 KB x 1 |
| L2 Cache | 2.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 2.84 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
481
51.6 IPS |
|
|
Image Classification (F16)
|
100% |
480
51.5 IPS |
|
|
Image Classification (I8)
|
81% |
289
31.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
777
4.80 IPS |
|
|
Image Segmentation (F16)
|
100% |
768
4.75 IPS |
|
|
Image Segmentation (I8)
|
89% |
980
6.05 IPS |
|
|
Pose Estimation (F32)
|
100% |
257
1.04 IPS |
|
|
Pose Estimation (F16)
|
100% |
253
1.03 IPS |
|
|
Pose Estimation (I8)
|
80% |
275
1.11 IPS |
|
|
Object Detection (F32)
|
100% |
711
25.0 IPS |
|
|
Object Detection (F16)
|
100% |
708
24.9 IPS |
|
|
Object Detection (I8)
|
52% |
559
19.6 IPS |
|
|
Face Detection (F32)
|
100% |
897
10.3 IPS |
|
|
Face Detection (F16)
|
100% |
889
10.2 IPS |
|
|
Face Detection (I8)
|
75% |
648
7.44 IPS |
|
|
Text Classification (F32)
|
100% |
805
318.3 IPS |
|
|
Text Classification (F16)
|
100% |
802
317.4 IPS |
|
|
Machine Translation (F32)
|
100% |
1001
154.2 IPS |
|
|
Machine Translation (F16)
|
100% |
1003
154.6 IPS |
Compare
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