The purification system features integrated air quality detection technology, displaying real-time conditions through a multi-color indicator system. These measurements enable automatic adjustment of operational parameters while providing visibility into current air conditions. Although incompatible with smart home platforms, the device operates independently without requiring wireless connectivity or mobile applications.
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dz2 = da2 * (self.dact(z2) if self.act_name == "relu" else self.dact(a2))