Upload Date | September 19 2024 05:22 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B5046f) |
Model | Mac15,12 |
Model ID | Mac15,12 |
Motherboard | Mac15,12 |
CPU Information | |
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Name | Apple M3 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M3 |
Base Frequency | 4.04 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 | |
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Size | 8.00 GB |
Inference Information | |
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Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3409
637.9 IPS |
|
Image Classification (F16)
|
100% |
3627
678.7 IPS |
|
Image Classification (I8)
|
99% |
3618
677.1 IPS |
|
Image Segmentation (F32)
|
100% |
1074
17.9 IPS |
|
Image Segmentation (F16)
|
100% |
1327
22.2 IPS |
|
Image Segmentation (I8)
|
100% |
1337
22.3 IPS |
|
Pose Estimation (F32)
|
100% |
17915
21.7 IPS |
|
Pose Estimation (F16)
|
100% |
19068
23.1 IPS |
|
Pose Estimation (I8)
|
100% |
18844
22.8 IPS |
|
Object Detection (F32)
|
100% |
3040
226.9 IPS |
|
Object Detection (F16)
|
100% |
3188
238.0 IPS |
|
Object Detection (I8)
|
97% |
2370
177.0 IPS |
|
Face Detection (F32)
|
100% |
9179
109.1 IPS |
|
Face Detection (F16)
|
98% |
10657
126.7 IPS |
|
Face Detection (I8)
|
97% |
10383
123.5 IPS |
|
Depth Estimation (F32)
|
100% |
15645
121.3 IPS |
|
Depth Estimation (F16)
|
100% |
17479
135.5 IPS |
|
Depth Estimation (I8)
|
99% |
16796
130.3 IPS |
|
Style Transfer (F32)
|
100% |
40353
53.1 IPS |
|
Style Transfer (F16)
|
100% |
45196
59.5 IPS |
|
Style Transfer (I8)
|
100% |
45104
59.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
5660
202.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
7500
267.9 IPS |
|
Image Super-Resolution (I8)
|
100% |
5914
211.2 IPS |
|
Text Classification (F32)
|
100% |
2579
3.71 KIPS |
|
Text Classification (F16)
|
100% |
4600
6.61 KIPS |
|
Text Classification (I8)
|
96% |
4630
6.65 KIPS |
|
Machine Translation (F32)
|
100% |
800
14.7 IPS |
|
Machine Translation (F16)
|
100% |
838
15.4 IPS |
|
Machine Translation (I8)
|
99% |
654
12.0 IPS |