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The formula for the number of MAC operations in CONV is given by Filter_height * filter_width * In_channels * out_height * out_width * out_channels.

I understand that multiplication and accumulation happens together every cycle. Does this formula also include the bias term addition?

Shambhavi B Sampath
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  • What exactly is your question? 'What is the number of operations at each iteration?' ? – WurmD Jan 29 '21 at 22:06
  • Well, I want to understand if the formula for MAC ops also includes the bias term addition. From what I understand, the number of operations = *((f_h * f_w * in_ch) + ((f_h * f_w * in_ch) - 1) * out_h * out_w * out_ch)* without bias term addition and *((f_h * f_w * in_ch) + (f_h * f_w * in_ch)) * out_h * out_w * out_ch)* with bias addition. Please correct me if I'm wrong. Thanks! – Shambhavi B Sampath Jan 31 '21 at 11:21

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