Upload Date | May 11 2021 12:21 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPad Pro (10.5-inch) |
Model ID | iPad7,3 |
Motherboard | J207AP |
CPU Information | |
---|---|
Name | Apple A10X Fusion |
Topology | 1 Processor, 3 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
387
41.5 IPS |
|
Image Classification (F16)
|
100% |
382
41.0 IPS |
|
Image Classification (I8)
|
81% |
826
88.5 IPS |
|
Image Segmentation (F32)
|
100% |
639
3.95 IPS |
|
Image Segmentation (F16)
|
100% |
639
3.95 IPS |
|
Image Segmentation (I8)
|
89% |
1484
9.16 IPS |
|
Pose Estimation (F32)
|
100% |
267
1.08 IPS |
|
Pose Estimation (F16)
|
100% |
266
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
353
1.43 IPS |
|
Object Detection (F32)
|
100% |
531
18.6 IPS |
|
Object Detection (F16)
|
100% |
512
18.0 IPS |
|
Object Detection (I8)
|
52% |
766
26.9 IPS |
|
Face Detection (F32)
|
100% |
848
9.74 IPS |
|
Face Detection (F16)
|
100% |
846
9.72 IPS |
|
Face Detection (I8)
|
75% |
1131
13.0 IPS |
|
Text Classification (F32)
|
100% |
694
274.4 IPS |
|
Text Classification (F16)
|
100% |
694
274.5 IPS |
|
Machine Translation (F32)
|
100% |
753
116.1 IPS |
|
Machine Translation (F16)
|
100% |
757
116.6 IPS |