User | Mint_roo |
Upload Date | May 08 2024 03:22 AM |
Views | 5 |
System Information | |
---|---|
Operating System | macOS 14.4.1 (Build 23E224) |
Model | MacBook Air (2022) |
Model ID | Mac14,2 |
Motherboard | Mac14,2 |
CPU Information | |
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Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 1.95 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% |
2487
465.4 IPS |
|
Image Classification (F16)
|
100% |
4810
900.1 IPS |
|
Image Classification (I8)
|
99% |
5076
949.8 IPS |
|
Image Segmentation (F32)
|
100% |
950
15.9 IPS |
|
Image Segmentation (F16)
|
100% |
1023
17.1 IPS |
|
Image Segmentation (I8)
|
100% |
1019
17.0 IPS |
|
Pose Estimation (F32)
|
100% |
17017
20.6 IPS |
|
Pose Estimation (F16)
|
100% |
53952
65.3 IPS |
|
Pose Estimation (I8)
|
100% |
56566
68.5 IPS |
|
Object Detection (F32)
|
100% |
2047
152.8 IPS |
|
Object Detection (F16)
|
100% |
2968
221.6 IPS |
|
Object Detection (I8)
|
97% |
1961
146.4 IPS |
|
Face Detection (F32)
|
100% |
7620
90.6 IPS |
|
Face Detection (F16)
|
97% |
7723
91.8 IPS |
|
Face Detection (I8)
|
96% |
7804
92.8 IPS |
|
Depth Estimation (F32)
|
100% |
12710
98.6 IPS |
|
Depth Estimation (F16)
|
100% |
31139
241.5 IPS |
|
Depth Estimation (I8)
|
37% |
29913
232.0 IPS |
|
Style Transfer (F32)
|
100% |
33129
43.6 IPS |
|
Style Transfer (F16)
|
100% |
103483
136.1 IPS |
|
Style Transfer (I8)
|
100% |
105239
138.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
5325
190.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
13183
470.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
13328
476.0 IPS |
|
Text Classification (F32)
|
100% |
314
450.6 IPS |
|
Text Classification (F16)
|
100% |
338
485.3 IPS |
|
Text Classification (I8)
|
96% |
338
486.4 IPS |
|
Machine Translation (F32)
|
100% |
521
9.60 IPS |
|
Machine Translation (F16)
|
100% |
1680
30.9 IPS |
|
Machine Translation (I8)
|
99% |
504
9.28 IPS |