Szerdick/automate plot generation

[szerdick]

Need to merge szerdick/add-taylor-expansion first. This only updates the Makefile.

[github-actions]

kernels,baseline,linalg,linalg_xdsl,snitch_stream,snrt
conv2d_d1_s1_3x3 4x4xf64,825,752,248,,
ddot 128xf64,924,924,,177,546
dense 8x8xf64,5551,3843,,2693,2673
exp_macro 128xf64,,,,,2855
exp_macro 64xf64,,,,,1897
exp_micro 16xf16,1636,,,,
exp_micro 16xf32,1542,,,,
exp_micro 16xf64,1748,,,,
exp_micro 32xf16,3236,,,,
exp_micro 32xf32,3047,,,,
exp_micro 32xf64,3467,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4551,,,,
exp_micro 48xf64,5189,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6886,,,,
fill 4x4xf64,35,35,39,,
fill 4x8xf32,43,43,47,,
matmul 4x16x8xf64,2880,2567,668,,
matmul_transb 4x16x16xf32,3667,4885,,762,755
matmul_transb 4x16x16xf64,,4981,1244,,
pooling_nchw_max_d1_s2_3x3 4x4xf64,711,396,224,,
pooling_nchw_sum_d1_s2_3x3 4x4xf64,982,728,230,,
relu 4x4xf64,114,83,50,,
relu 4x8xf32,408,149,,51,46
saxpy 64xf32,597,597,,,100
sum 4x4xf64,157,104,45,,
sum 4x8xf32,307,198,51,,44
sum 8x8xf16,981,,59,,

[github-actions]

kernels,baseline,linalg,linalg_xdsl,snitch_stream,snrt
conv2d_d1_s1_3x3 4x4xf64,0.18,0.19,0.72,,
ddot 128xf64,0.14,0.14,,0.77,0.24
dense 8x8xf64,0.12,0.17,,0.26,0.26
exp_macro 128xf64,,,,,0.45
exp_macro 64xf64,,,,,0.34
exp_micro 16xf16,0.14,,,,
exp_micro 16xf32,0.13,,,,
exp_micro 16xf64,0.12,,,,
exp_micro 32xf16,0.14,,,,
exp_micro 32xf32,0.13,,,,
exp_micro 32xf64,0.12,,,,
exp_micro 48xf16,0.14,,,,
exp_micro 48xf32,0.13,,,,
exp_micro 48xf64,0.12,,,,
exp_micro 64xf16,0.14,,,,
exp_micro 64xf32,0.13,,,,
exp_micro 64xf64,0.12,,,,
fill 4x4xf64,0.03,0.03,0.46,,
fill 4x8xf32,0.02,0.02,0.38,,
matmul 4x16x8xf64,0.18,0.20,0.87,,
matmul_transb 4x16x16xf32,0.19,0.21,,0.84,0.89
matmul_transb 4x16x16xf64,,0.21,0.93,,
pooling_nchw_max_d1_s2_3x3 4x4xf64,0.32,0.37,0.79,,
pooling_nchw_sum_d1_s2_3x3 4x4xf64,0.20,0.20,0.77,,
relu 4x4xf64,0.16,0.22,0.36,,
relu 4x8xf32,0.24,0.23,,0.37,0.41
saxpy 64xf32,0.11,0.11,,,0.65
sum 4x4xf64,0.11,0.16,0.38,,
sum 4x8xf32,0.11,0.17,0.33,,0.39
sum 8x8xf16,0.26,,0.29,,

[superlopuh]

Do you know that you can set a target branch that isn't main in GH PRs? Also, when one PR depends on another it's useful to link to it directly.

[superlopuh]

please add a snakemake rule for plotting, and change the exp_micro and exp_macro rules to include plot generation

[github-actions]

kernels,baseline,linalg,linalg_xdsl,snitch_stream,snrt
conv2d_d1_s1_3x3 4x4xf64,825,752,248,,
ddot 128xf64,924,924,,177,546
dense 8x8xf64,5551,3843,,2693,2673
exp_macro 128xf64,,,,,2855
exp_macro 64xf64,,,,,1897
exp_micro 16xf16,1636,,,,
exp_micro 16xf32,1542,,,,
exp_micro 16xf64,1748,,,,
exp_micro 32xf16,3236,,,,
exp_micro 32xf32,3047,,,,
exp_micro 32xf64,3467,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4551,,,,
exp_micro 48xf64,5189,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6886,,,,
fill 4x4xf64,35,35,39,,
fill 4x8xf32,43,43,47,,
matmul 4x16x8xf64,2880,2567,668,,
matmul_transb 4x16x16xf32,3667,4885,,762,755
matmul_transb 4x16x16xf64,,4981,1244,,
pooling_nchw_max_d1_s2_3x3 4x4xf64,711,396,224,,
pooling_nchw_sum_d1_s2_3x3 4x4xf64,982,728,230,,
relu 4x4xf64,114,83,50,,
relu 4x8xf32,408,149,,51,46
saxpy 64xf32,597,597,,,100
sum 4x4xf64,157,104,45,,
sum 4x8xf32,307,198,51,,44
sum 8x8xf16,981,,59,,

[github-actions]

kernels,baseline,linalg,linalg_xdsl,snitch_stream,snrt
conv2d_d1_s1_3x3 4x4xf64,0.18,0.19,0.72,,
ddot 128xf64,0.14,0.14,,0.77,0.24
dense 8x8xf64,0.12,0.17,,0.26,0.26
exp_macro 128xf64,,,,,0.45
exp_macro 64xf64,,,,,0.34
exp_micro 16xf16,0.14,,,,
exp_micro 16xf32,0.13,,,,
exp_micro 16xf64,0.12,,,,
exp_micro 32xf16,0.14,,,,
exp_micro 32xf32,0.13,,,,
exp_micro 32xf64,0.12,,,,
exp_micro 48xf16,0.14,,,,
exp_micro 48xf32,0.13,,,,
exp_micro 48xf64,0.12,,,,
exp_micro 64xf16,0.14,,,,
exp_micro 64xf32,0.13,,,,
exp_micro 64xf64,0.12,,,,
fill 4x4xf64,0.03,0.03,0.46,,
fill 4x8xf32,0.02,0.02,0.38,,
matmul 4x16x8xf64,0.18,0.20,0.87,,
matmul_transb 4x16x16xf32,0.19,0.21,,0.84,0.89
matmul_transb 4x16x16xf64,,0.21,0.93,,
pooling_nchw_max_d1_s2_3x3 4x4xf64,0.32,0.37,0.79,,
pooling_nchw_sum_d1_s2_3x3 4x4xf64,0.20,0.20,0.77,,
relu 4x4xf64,0.16,0.22,0.36,,
relu 4x8xf32,0.24,0.23,,0.37,0.41
saxpy 64xf32,0.11,0.11,,,0.65
sum 4x4xf64,0.11,0.16,0.38,,
sum 4x8xf32,0.11,0.17,0.33,,0.39
sum 8x8xf16,0.26,,0.29,,