Upload Date | May 08 2024 07:33 AM |
Views | 8 |
System Information | |
---|---|
Operating System | macOS 14.4.1 (Build 23E224) |
Model | iMac (24-inch, 2023) |
Model ID | Mac15,4 |
Motherboard | Mac15,4 |
CPU Information | |
---|---|
Name | Apple M3 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M3 |
Base Frequency | 4.05 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 | 16.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1626
304.2 IPS |
|
Image Classification (F16)
|
100% |
2237
418.6 IPS |
|
Image Classification (I8)
|
99% |
2218
415.1 IPS |
|
Image Segmentation (F32)
|
100% |
1035
17.3 IPS |
|
Image Segmentation (F16)
|
100% |
1007
16.8 IPS |
|
Image Segmentation (I8)
|
100% |
1006
16.8 IPS |
|
Pose Estimation (F32)
|
100% |
8180
9.91 IPS |
|
Pose Estimation (F16)
|
100% |
16270
19.7 IPS |
|
Pose Estimation (I8)
|
100% |
16268
19.7 IPS |
|
Object Detection (F32)
|
100% |
1723
128.6 IPS |
|
Object Detection (F16)
|
100% |
2346
175.1 IPS |
|
Object Detection (I8)
|
97% |
1723
128.7 IPS |
|
Face Detection (F32)
|
100% |
3108
37.0 IPS |
|
Face Detection (F16)
|
97% |
4961
59.0 IPS |
|
Face Detection (I8)
|
97% |
4968
59.1 IPS |
|
Depth Estimation (F32)
|
100% |
6686
51.8 IPS |
|
Depth Estimation (F16)
|
100% |
9775
75.8 IPS |
|
Depth Estimation (I8)
|
99% |
9855
76.4 IPS |
|
Style Transfer (F32)
|
100% |
20962
27.6 IPS |
|
Style Transfer (F16)
|
100% |
30942
40.7 IPS |
|
Style Transfer (I8)
|
100% |
30954
40.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
5044
180.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
6147
219.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
6196
221.3 IPS |
|
Text Classification (F32)
|
100% |
2666
3.83 KIPS |
|
Text Classification (F16)
|
100% |
4387
6.31 KIPS |
|
Text Classification (I8)
|
96% |
4382
6.30 KIPS |
|
Machine Translation (F32)
|
100% |
1447
26.6 IPS |
|
Machine Translation (F16)
|
100% |
1657
30.5 IPS |
|
Machine Translation (I8)
|
99% |
1440
26.5 IPS |