Upload Date | September 10 2024 06:46 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.0 (Build 24A5331b) |
Model | MacBook Pro (13-inch, 2022) |
Model ID | Mac14,7 |
Motherboard | Mac14,7 |
CPU Information | |
---|---|
Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.30 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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1310
245.1 IPS |
|
Image Classification (F16)
|
100% |
2352
440.1 IPS |
|
Image Classification (I8)
|
99% |
2370
443.5 IPS |
|
Image Segmentation (F32)
|
100% |
852
14.2 IPS |
|
Image Segmentation (F16)
|
100% |
1125
18.8 IPS |
|
Image Segmentation (I8)
|
100% |
1007
16.8 IPS |
|
Pose Estimation (F32)
|
100% |
6282
7.61 IPS |
|
Pose Estimation (F16)
|
100% |
13925
16.9 IPS |
|
Pose Estimation (I8)
|
100% |
13978
16.9 IPS |
|
Object Detection (F32)
|
100% |
1437
107.3 IPS |
|
Object Detection (F16)
|
100% |
2476
184.9 IPS |
|
Object Detection (I8)
|
97% |
1438
107.3 IPS |
|
Face Detection (F32)
|
100% |
3015
35.9 IPS |
|
Face Detection (F16)
|
97% |
5749
68.4 IPS |
|
Face Detection (I8)
|
97% |
5651
67.2 IPS |
|
Depth Estimation (F32)
|
100% |
5336
41.4 IPS |
|
Depth Estimation (F16)
|
100% |
11535
89.5 IPS |
|
Depth Estimation (I8)
|
99% |
11667
90.5 IPS |
|
Style Transfer (F32)
|
100% |
18185
23.9 IPS |
|
Style Transfer (F16)
|
100% |
27303
35.9 IPS |
|
Style Transfer (I8)
|
100% |
27223
35.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
4257
152.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
5028
179.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
4993
178.3 IPS |
|
Text Classification (F32)
|
100% |
1969
2.83 KIPS |
|
Text Classification (F16)
|
100% |
3271
4.70 KIPS |
|
Text Classification (I8)
|
96% |
3407
4.90 KIPS |
|
Machine Translation (F32)
|
100% |
1336
24.6 IPS |
|
Machine Translation (F16)
|
100% |
1642
30.2 IPS |
|
Machine Translation (I8)
|
99% |
1327
24.4 IPS |