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[hexagon][testing] add max_pool2d benchmark #11720

Merged
merged 1 commit into from
Jun 17, 2022
Merged

[hexagon][testing] add max_pool2d benchmark #11720

merged 1 commit into from
Jun 17, 2022

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cconvey
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@cconvey cconvey commented Jun 14, 2022 •
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  • Add benchmarking framework for Hexagon maxpool-2d kernels,
    and one (simple) kernel.

  • Minor refactor hexagon benchmark utilities.

cc @mehrdadh

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cconvey commented Jun 14, 2022

Example of the current output:

$ cat /tmp/tmphut9v83z/benchmark-results.csv | column -s $'\t' -t -n | less -SN
      1 basic_kernel  sched_type  N  H    W    C   DTYPE  KERNEL  STRIDE  DILATION  PADDING       IO_TENSOR_MEM_SCOPE  row_status  timings_min_usecs  timings_max_usecs  timings_median_usecs  timings_mean_usecs  timings_st
      2 max_pool2d    1           1  8    8    32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     197.200            197.200            197.200               197.200             0.000
      3 max_pool2d    1           1  8    8    64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     531.300            531.300            531.300               531.300             0.000
      4 max_pool2d    1           1  8    16   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     459.500            459.500            459.500               459.500             0.000
      5 max_pool2d    1           1  8    16   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     1641.800           1641.800           1641.800              1641.800            0.000
      6 max_pool2d    1           1  8    32   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     979.700            979.700            979.700               979.700             0.000
      7 max_pool2d    1           1  8    32   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     3513.800           3513.800           3513.800              3513.800            0.000
      8 max_pool2d    1           1  8    64   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     2019.900           2019.900           2019.900              2019.900            0.000
      9 max_pool2d    1           1  8    64   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     7040.600           7040.600           7040.600              7040.600            0.000
     10 max_pool2d    1           1  8    128  32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     4100.400           4100.400           4100.400              4100.400            0.000
     11 max_pool2d    1           1  8    128  64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     13208.500          13208.500          13208.500             13208.500           0.000
     12 max_pool2d    1           1  16   8    32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     455.400            455.400            455.400               455.400             0.000
     13 max_pool2d    1           1  16   8    64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     1482.100           1482.100           1482.100              1482.100            0.000
     14 max_pool2d    1           1  16   16   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     1537.500           1537.500           1537.500              1537.500            0.000
     15 max_pool2d    1           1  16   16   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     3894.300           3894.300           3894.300              3894.300            0.000
     16 max_pool2d    1           1  16   32   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     3286.100           3286.100           3286.100              3286.100            0.000
     17 max_pool2d    1           1  16   32   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     7447.000           7447.000           7447.000              7447.000            0.000
     18 max_pool2d    1           1  16   64   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     6665.300           6665.300           6665.300              6665.300            0.000
     19 max_pool2d    1           1  16   64   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     15824.300          15824.300          15824.300             15824.300           0.000
     20 max_pool2d    1           1  16   128  32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     12444.100          12444.100          12444.100             12444.100           0.000
     21 max_pool2d    1           1  16   128  64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     32704.500          32704.500          32704.500             32704.500           0.000
     22 max_pool2d    1           1  32   8    32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     971.800            971.800            971.800               971.800             0.000
     23 max_pool2d    1           1  32   8    64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     3171.200           3171.200           3171.200              3171.200            0.000
     24 max_pool2d    1           1  32   16   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     3289.100           3289.100           3289.100              3289.100            0.000
     25 max_pool2d    1           1  32   16   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     8009.500           8009.500           8009.500              8009.500            0.000
     26 max_pool2d    1           1  32   32   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     6866.800           6866.800           6866.800              6866.800            0.000
     27 max_pool2d    1           1  32   32   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     15006.800          15006.800          15006.800             15006.800           0.000
     28 max_pool2d    1           1  32   64   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     13205.000          13205.000          13205.000             13205.000           0.000
     29 max_pool2d    1           1  32   64   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     36247.900          36247.900          36247.900             36247.900           0.000
     30 max_pool2d    1           1  32   128  32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     28164.600          28164.600          28164.600             28164.600           0.000
     31 max_pool2d    1           1  32   128  64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     67673.200          67673.200          67673.200             67673.200           0.000
     32 max_pool2d    1           1  64   8    32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     2004.100           2004.100           2004.100              2004.100            0.000
     33 max_pool2d    1           1  64   8    64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     6370.700           6370.700           6370.700              6370.700            0.000
     34 max_pool2d    1           1  64   16   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     6640.800           6640.800           6640.800              6640.800            0.000
     35 max_pool2d    1           1  64   16   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     15813.800          15813.800          15813.800             15813.800           0.000
     36 max_pool2d    1           1  64   32   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     13045.600          13045.600          13045.600             13045.600           0.000
     37 max_pool2d    1           1  64   32   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     33073.000          33073.000          33073.000             33073.000           0.000
     38 max_pool2d    1           1  64   64   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     28791.800          28791.800          28791.800             28791.800           0.000
     39 max_pool2d    1           1  64   64   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     76532.600          76532.600          76532.600             76532.600           0.000
     40 max_pool2d    1           1  64   128  32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     59452.100          59452.100          59452.100             59452.100           0.000
     41 max_pool2d    1           1  64   128  64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     155364.400         155364.400         155364.400            155364.400          0.000
     42 max_pool2d    1           1  128  8    32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     4068.500           4068.500           4068.500              4068.500            0.000
     43 max_pool2d    1           1  128  8    64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     12074.000          12074.000          12074.000             12074.000           0.000
     44 max_pool2d    1           1  128  16   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     12445.000          12445.000          12445.000             12445.000           0.000
     45 max_pool2d    1           1  128  16   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     34239.600          34239.600          34239.600             34239.600           0.000
     46 max_pool2d    1           1  128  32   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     27057.200          27057.200          27057.200             27057.200           0.000
     47 max_pool2d    1           1  128  32   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     69079.900          69079.900          69079.900             69079.900           0.000
     48 max_pool2d    1           1  128  64   32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     63014.100          63014.100          63014.100             63014.100           0.000
     49 max_pool2d    1           1  128  64   64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     135556.200         135556.200         135556.200            135556.200          0.000
     50 max_pool2d    1           1  128  128  32  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     131045.600         131045.600         131045.600            131045.600          0.000
     51 max_pool2d    1           1  128  128  64  int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     298585.000         298585.000         298585.000            298585.000          0.000

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cconvey commented Jun 14, 2022

CC: @csullivan

@github-actions github-actions bot requested a review from mehrdadh June 15, 2022 16:08
@cconvey
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cconvey commented Jun 15, 2022

Updated benchmark output, due to a new revision of the PR code:

basic_kernel  sched_type  input_shape_4d     block_shape  DTYPE  KERNEL  STRIDE  DILATION  PADDING       IO_TENSOR_MEM_SCOPE  row_status  timings_min_usecs  timings_max_usecs  timings_median_usecs  timings_mean_usecs  timings_stddev_usecs  host_files_dir_path                                                                                                                                                                                 comments
max_pool2d    1           [1, 8, 8, 32]      [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     76.200             76.200             76.200                76.200              0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_8_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm      
max_pool2d    1           [1, 8, 8, 32]      [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     197.300            197.300            197.300               197.300             0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_8_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm      
max_pool2d    1           [1, 8, 8, 64]      [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     143.600            143.600            143.600               143.600             0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_8_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm      
max_pool2d    1           [1, 8, 8, 64]      [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     531.100            531.100            531.100               531.100             0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_8_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm      
max_pool2d    1           [1, 8, 32, 32]     [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     283.500            283.500            283.500               283.500             0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_32_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm     
max_pool2d    1           [1, 8, 32, 32]     [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     979.800            979.800            979.800               979.800             0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_32_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm     
max_pool2d    1           [1, 8, 32, 64]     [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     529.200            529.200            529.200               529.200             0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_32_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm     
max_pool2d    1           [1, 8, 32, 64]     [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     3513.700           3513.700           3513.700              3513.700            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_32_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm     
max_pool2d    1           [1, 8, 128, 32]    [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     1122.700           1122.700           1122.700              1122.700            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_128_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 8, 128, 32]    [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     4100.300           4100.300           4100.300              4100.300            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_128_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 8, 128, 64]    [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     2105.000           2105.000           2105.000              2105.000            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_128_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 8, 128, 64]    [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     13259.000          13259.000          13259.000             13259.000           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_8_128_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 32, 8, 32]     [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     4.600              4.600              4.600                 4.600               0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_8_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm     
max_pool2d    1           [1, 32, 8, 32]     [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     971.900            971.900            971.900               971.900             0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_8_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm     
max_pool2d    1           [1, 32, 8, 64]     [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     528.700            528.700            528.700               528.700             0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_8_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm     
max_pool2d    1           [1, 32, 8, 64]     [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     3171.100           3171.100           3171.100              3171.100            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_8_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm     
max_pool2d    1           [1, 32, 32, 32]    [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     1107.800           1107.800           1107.800              1107.800            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_32_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 32, 32, 32]    [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     6864.800           6864.800           6864.800              6864.800            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_32_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 32, 32, 64]    [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     2108.700           2108.700           2108.700              2108.700            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_32_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 32, 32, 64]    [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     14937.400          14937.400          14937.400             14937.400           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_32_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 32, 128, 32]   [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     4418.500           4418.500           4418.500              4418.500            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_128_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm   
max_pool2d    1           [1, 32, 128, 32]   [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     27957.400          27957.400          27957.400             27957.400           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_128_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm   
max_pool2d    1           [1, 32, 128, 64]   [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     8104.600           8104.600           8104.600              8104.600            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_128_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm   
max_pool2d    1           [1, 32, 128, 64]   [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     73345.100          73345.100          73345.100             73345.100           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_32_128_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm   
max_pool2d    1           [1, 128, 8, 32]    [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     5.800              5.800              5.800                 5.800               0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_8_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 128, 8, 32]    [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     4068.300           4068.300           4068.300              4068.300            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_8_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 128, 8, 64]    [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     2103.200           2103.200           2103.200              2103.200            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_8_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 128, 8, 64]    [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     12057.600          12057.600          12057.600             12057.600           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_8_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm    
max_pool2d    1           [1, 128, 32, 32]   [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     4419.300           4419.300           4419.300              4419.300            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_32_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm   
max_pool2d    1           [1, 128, 32, 32]   [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     28135.200          28135.200          28135.200             28135.200           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_32_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm   
max_pool2d    1           [1, 128, 32, 64]   [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     7944.200           7944.200           7944.200              7944.200            0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_32_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm   
max_pool2d    1           [1, 128, 32, 64]   [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     60932.900          60932.900          60932.900             60932.900           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_32_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm   
max_pool2d    1           [1, 128, 128, 32]  [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     16996.200          16996.200          16996.200             16996.200           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_128_32-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm  
max_pool2d    1           [1, 128, 128, 32]  [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     126598.000         126598.000         126598.000            126598.000          0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_128_32-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm  
max_pool2d    1           [1, 128, 128, 64]  [8, 8, 32]   int8   (1, 1)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     32163.600          32163.600          32163.600             32163.600           0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_128_64-block_shape:8_8_32-DTYPE:int8-KERNEL:1_1-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm  
max_pool2d    1           [1, 128, 128, 64]  [8, 8, 32]   int8   (3, 3)  (1, 1)  (1, 1)    (0, 0, 0, 0)  global.vtcm          SUCCESS     312788.700         312788.700         312788.700            312788.700          0.000                 /tmp/tmpszyuisxa/basic_kernel:max_pool2d-sched_type:1-input_shape_4d:1_128_128_64-block_shape:8_8_32-DTYPE:int8-KERNEL:3_3-STRIDE:1_1-DILATION:1_1-PADDING:0_0_0_0-IO_TENSOR_MEM_SCOPE:global.vtcm

@cconvey cconvey changed the title [hexagon][testing] add max_pool2d benchmark WIP [hexagon][testing] add max_pool2d benchmark Jun 16, 2022
[hexagon][testing] add max_pool2d benchmark
50b4fdf 
- Add benchmarking framework for Hexagon maxpool-2d kernels,
  and one (simple) kernel.
@cconvey cconvey changed the title WIP [hexagon][testing] add max_pool2d benchmark [hexagon][testing] add max_pool2d benchmark Jun 17, 2022
@cconvey cconvey requested a review from mehrdadh June 17, 2022 17:27
mehrdadh
mehrdadh approved these changes Jun 17, 2022
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LGTM, thanks!

@csullivan csullivan merged commit c5465d8 into apache:main Jun 17, 2022
blackkker pushed a commit to blackkker/tvm that referenced this pull request Jul 7, 2022
@blackkker
[hexagon][testing] add max_pool2d benchmark (apache#11720)
83ec2b4 
- Add benchmarking framework for Hexagon maxpool-2d kernels,
  and one (simple) kernel.
@driazati driazati mentioned this pull request Jul 14, 2022
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@mehrdadh mehrdadh mehrdadh approved these changes

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@cconvey @mehrdadh @csullivan