Pooling

Input

Attribute

• pool:
  • Required: no
  • Type: int
  • Description: pooling type
    • 0 (default): MAX
    • 1: AVE
  • Restriction: either 0 or 1
• kernel_size:
  • Required: no
  • Type: int
  • Description: kernel size
  • Restriction:
    If global_pooling==False, pool==1, x_w (after padding) > kernel_w:

    1. Filter_h*filter_w*32+feature_w*(31*stride_h+filter_w)<=32768
    2. Value range of kernel_size(kernel_h, kernel_w): [1, 255]
• kernel_h:
  • Required: no
  • Type: int
  • Description: kernel height (kernel_size and kernel_h/kernel_w are mutually exclusive if global_pooling==False.)
  • Restriction:
    If global_pooling==False, pool==1, x_w (after padding) > kernel_w:

    1. Filter_h*filter_w*32+feature_w*(31*stride_h+filter_w)<=32768
    2. Value range of kernel_size(kernel_h, kernel_w): [1, 255]
• kernel_w:
  • Required: no
  • Type: int
  • Description: kernel width
  • Restriction:
    If global_pooling==False, pool==1, x_w (after padding) > kernel_w:

    1. Filter_h*filter_w*32+feature_w*(31*stride_h+filter_w)<=32768
    2. Value range of kernel_size(kernel_h, kernel_w): [1, 255]
• stride:
  • Required: no
  • Type: int
  • Description: stride size (default = 1). stride_h and stride_w take precedence over stride.
  • Restriction: Must be in the range 1–63; stride <= 2 * kernel_size
• stride_h:
  • Required: no
  • Type: int
  • Description: stride height (default = 1)
  • Restriction: Must be in the range 1–63; stride <= 2 * kernel_size
• stride_w:
  • Required: no
  • Type: int
  • Description: stride width (default = 1)
  • Restriction: Must be in the range 1–63; stride <= 2 * kernel_size
• pad:
  • Required: no
  • Type: int
  • Description: padding size (default = 0). pad_h takes precedence over pad.
  • Restriction: pad < kernel
• pad_h:
  • Required: no
  • Type: int
  • Description: padding height (default = 0)
  • Restriction: pad < kernel
• pad_w:
  • Required: no
  • Type: int
  • Description: padding width (default = 0)
  • Restriction: pad < kernel
• global_pooling:
  • Required: no
  • Type: int
  • Description: global pooling switch (default = false)
  • Restriction: either True or False
• round_mode:
  • Required: no
  • Type: int
  • Description: pooling method
    • 0 (default): DOMI_POOLING_CEIL
    • 1: DOMI_POOLING_FLOOR
  • Restriction: either 0 or 1

Output