Upload Date | February 19 2025 06:22 PM |
Views | 5 |
System Information | |
---|---|
Operating System | macOS 15.3.1 (Build 24D70) |
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 | 3.48 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% |
3345
626.0 IPS |
|
Image Classification (F16)
|
100% |
10211
1.91 KIPS |
|
Image Classification (I8)
|
99% |
11138
2.08 KIPS |
|
Image Segmentation (F32)
|
100% |
1386
23.1 IPS |
|
Image Segmentation (F16)
|
100% |
1923
32.1 IPS |
|
Image Segmentation (I8)
|
100% |
1947
32.5 IPS |
|
Pose Estimation (F32)
|
100% |
23005
27.9 IPS |
|
Pose Estimation (F16)
|
100% |
92702
112.3 IPS |
|
Pose Estimation (I8)
|
100% |
96068
116.3 IPS |
|
Object Detection (F32)
|
100% |
2832
211.4 IPS |
|
Object Detection (F16)
|
100% |
5371
401.0 IPS |
|
Object Detection (I8)
|
97% |
2761
206.1 IPS |
|
Face Detection (F32)
|
100% |
8960
106.5 IPS |
|
Face Detection (F16)
|
97% |
19293
229.4 IPS |
|
Face Detection (I8)
|
96% |
19861
236.1 IPS |
|
Depth Estimation (F32)
|
100% |
15883
123.2 IPS |
|
Depth Estimation (F16)
|
100% |
49474
383.7 IPS |
|
Depth Estimation (I8)
|
37% |
45087
349.7 IPS |
|
Style Transfer (F32)
|
100% |
41107
54.1 IPS |
|
Style Transfer (F16)
|
100% |
148167
194.9 IPS |
|
Style Transfer (I8)
|
100% |
148496
195.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
9856
352.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
33148
1.18 KIPS |
|
Image Super-Resolution (I8)
|
100% |
36001
1.29 KIPS |
|
Text Classification (F32)
|
100% |
2106
3.03 KIPS |
|
Text Classification (F16)
|
100% |
3444
4.95 KIPS |
|
Text Classification (I8)
|
96% |
3446
4.95 KIPS |
|
Machine Translation (F32)
|
100% |
868
16.0 IPS |
|
Machine Translation (F16)
|
100% |
1414
26.0 IPS |
|
Machine Translation (I8)
|
99% |
871
16.0 IPS |