Upload Date | October 30 2024 10:21 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B83) |
Model | MacBook Air (Late 2020) |
Model ID | MacBookAir10,1 |
Motherboard | MacBookAir10,1 |
CPU Information | |
---|---|
Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M1 |
Base Frequency | 3.20 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 4 Cores |
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 | 8.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1480
276.9 IPS |
|
Image Classification (F16)
|
100% |
6133
1.15 KIPS |
|
Image Classification (I8)
|
99% |
6467
1.21 KIPS |
|
Image Segmentation (F32)
|
100% |
824
13.8 IPS |
|
Image Segmentation (F16)
|
100% |
1157
19.3 IPS |
|
Image Segmentation (I8)
|
100% |
1158
19.3 IPS |
|
Pose Estimation (F32)
|
100% |
14841
18.0 IPS |
|
Pose Estimation (F16)
|
100% |
63299
76.7 IPS |
|
Pose Estimation (I8)
|
100% |
63466
76.9 IPS |
|
Object Detection (F32)
|
100% |
1542
115.1 IPS |
|
Object Detection (F16)
|
100% |
4005
299.0 IPS |
|
Object Detection (I8)
|
97% |
1489
111.2 IPS |
|
Face Detection (F32)
|
100% |
5785
68.8 IPS |
|
Face Detection (F16)
|
97% |
12151
144.5 IPS |
|
Face Detection (I8)
|
96% |
12178
144.8 IPS |
|
Depth Estimation (F32)
|
100% |
10112
78.4 IPS |
|
Depth Estimation (F16)
|
100% |
40956
317.6 IPS |
|
Depth Estimation (I8)
|
37% |
44092
341.9 IPS |
|
Style Transfer (F32)
|
100% |
26472
34.8 IPS |
|
Style Transfer (F16)
|
100% |
115175
151.5 IPS |
|
Style Transfer (I8)
|
100% |
122566
161.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
4510
161.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
23678
845.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
23739
847.8 IPS |
|
Text Classification (F32)
|
100% |
2150
3.09 KIPS |
|
Text Classification (F16)
|
100% |
3664
5.27 KIPS |
|
Text Classification (I8)
|
96% |
3676
5.28 KIPS |
|
Machine Translation (F32)
|
100% |
493
9.07 IPS |
|
Machine Translation (F16)
|
100% |
1273
23.4 IPS |
|
Machine Translation (I8)
|
99% |
506
9.31 IPS |