cconvey commented on PR #11720:
URL: https://github.com/apache/tvm/pull/11720#issuecomment-1155745345
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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