| Upload Date | January 15 2022 02:01 AM |
| Views | 3 |
| System Information | |
|---|---|
| Operating System | iOS 15.1 |
| Model | iPad Pro (11-inch 3rd generation) |
| Model ID | iPad13,4 |
| Motherboard | J517AP |
| CPU Information | |
|---|---|
| Name | Apple M1 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM |
| Base Frequency | 3.19 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 | 7.33 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
944
101.1 IPS |
|
|
Image Classification (F16)
|
100% |
945
101.2 IPS |
|
|
Image Classification (I8)
|
81% |
389
41.6 IPS |
|
|
Image Segmentation (F32)
|
100% |
1342
8.29 IPS |
|
|
Image Segmentation (F16)
|
100% |
1331
8.22 IPS |
|
|
Image Segmentation (I8)
|
89% |
1475
9.11 IPS |
|
|
Pose Estimation (F32)
|
100% |
666
2.69 IPS |
|
|
Pose Estimation (F16)
|
100% |
642
2.60 IPS |
|
|
Pose Estimation (I8)
|
80% |
796
3.22 IPS |
|
|
Object Detection (F32)
|
100% |
1467
51.5 IPS |
|
|
Object Detection (F16)
|
100% |
1451
50.9 IPS |
|
|
Object Detection (I8)
|
52% |
593
20.8 IPS |
|
|
Face Detection (F32)
|
100% |
1622
18.6 IPS |
|
|
Face Detection (F16)
|
100% |
1621
18.6 IPS |
|
|
Face Detection (I8)
|
75% |
805
9.24 IPS |
|
|
Text Classification (F32)
|
100% |
624
246.6 IPS |
|
|
Text Classification (F16)
|
100% |
616
243.8 IPS |
|
|
Machine Translation (F32)
|
100% |
1877
289.2 IPS |
|
|
Machine Translation (F16)
|
100% |
1874
288.8 IPS |