cconvey commented on PR #11720:
URL: https://github.com/apache/tvm/pull/11720#issuecomment-1156664401
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
```
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