. Author manuscript; available in PMC: 2022 Mar 14.

Published in final edited form as: Proc ACM Interact Mob Wearable Ubiquitous Technol. 2021 Sep 14;5(3):102. doi: 10.1145/3478107

Table 11.

CTA-TCN model architecture details

Architectural block	Input size	Output size	Additional hyper-parameters
Depthwise	500×5	500×10	Stride (s)=1, Dilation factor (d)=1, Padding (p)=4, Kernel size(k)=5
Channel-Attention1	500×10	500×10	reduction factor(r)=2
Temporal-Attention1	500×10	500×10	-
TCN-Residual1	500×10	500×20	s=1, d=2, p=8, k=5
Channel-Attention2	500×20	500×20	r=2
Temporal-Attention2	500×20	500×20	-
TCN-Residual2	500×20	500×30	s=1, d=8, p=35, k=5
Channel-Attention3	500×30	500×30	r=2
Temporal-Attention3	500×30	500×30	-
Flatten	500×30	15000×1	-
Opioid moment prediction	15000×1	100×1	-
Opioid binary detection	15000×1	1×1	-