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Benchmarks
Convolution Acceleration on Regular and Depthwise Convolution Operations
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460.8
Performance (GOPS)
Yu et al.
-0.6376
119.1587
238.955
358.7513
Apr 29, 2021
Performance (GOPS)
Utilization (Regular Convolutions)
Utilization (Depthwise Convolutions)
Updated 4d ago
Evaluation Results
Method
Method
Links
Performance (GOPS)
Utilization (Regular Convolutions)
Utilization (Depthwise Convolutions)
Yu et al.
Device=XCK325T, Freque...
2021.04
460.8
100
100
Yu et al.
Device=XCK325T, Freque...
2021.04
460.8
100
69
Proposed Hardware Architecture
Device=ASIC, Frequency...
2021.04
409.6
100
100
Su et al.
Device=XCZU9EG, Freque...
2021.04
91.2
100
50
Liu et al.
Device=ZYNQ7100, Frequ...
2021.04
17.11
100
13
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