We want to do the following operation: 32X32X3 → 14X14X128 We have two options: using 5X5 filters or 7X7 filters. For each case, find and compare, (a) The actual dimension of the filters for each case...

We want to do the following operation:<br>32X32X3<br>→ 14X14X128<br>We have two options: using 5X5 filters or 7X7 filters.<br>For each case, find and compare,<br>(a) The actual dimension of the filters for each case<br>(b) Stride/padding for each cases<br>(c) Number of filters for each cases<br>(d) Number of operations (multiplications) for each cases<br>Which one is better in your opinion?<br>

Extracted text: We want to do the following operation: 32X32X3 → 14X14X128 We have two options: using 5X5 filters or 7X7 filters. For each case, find and compare, (a) The actual dimension of the filters for each case (b) Stride/padding for each cases (c) Number of filters for each cases (d) Number of operations (multiplications) for each cases Which one is better in your opinion?

Jun 07, 2022

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We want to do the following operation: 32X32X3 → 14X14X128 We have two options: using 5X5 filters or 7X7 filters. For each case, find and compare, (a) The actual dimension of the filters for each case...

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