plots-mia-thesis: python files for Mia's thesis by szerdick · Pull Request #360 · opencompl/riscv-paper-experiments

szerdick · 2026-05-13T15:16:32Z

No description provided.

…to-arith

…emake

github-actions · 2026-05-15T13:29:23Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-05-15T13:29:24Z

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,,

github-actions · 2026-05-30T08:36:06Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-05-30T08:36:07Z

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,,

github-actions · 2026-05-31T22:59:10Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-05-31T22:59:10Z

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,,

github-actions · 2026-06-01T13:40:39Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-06-01T13:40:40Z

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,,

github-actions · 2026-06-01T13:59:16Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-06-01T13:59:18Z

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,,

github-actions · 2026-06-01T14:00:59Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-06-01T14:01:00Z

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,,

github-actions · 2026-06-02T03:55:38Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-06-02T03:55:39Z

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,,

github-actions · 2026-06-04T14:57:34Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-06-04T14:57:35Z

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,,

github-actions · 2026-06-04T15:15:00Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-06-04T15:15:01Z

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,,

github-actions · 2026-06-04T17:00:13Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-06-04T17:00:14Z

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,,

github-actions · 2026-06-05T00:34:46Z

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 16xf16,1628,,,,
exp_micro 16xf32,1535,,,,
exp_micro 16xf64,1750,,,,
exp_micro 32xf16,3229,,,,
exp_micro 32xf32,3039,,,,
exp_micro 32xf64,3463,,,,
exp_micro 48xf16,4832,,,,
exp_micro 48xf32,4544,,,,
exp_micro 48xf64,5177,,,,
exp_micro 64xf16,6432,,,,
exp_micro 64xf32,6046,,,,
exp_micro 64xf64,6878,,,,
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 · 2026-06-05T00:34:47Z

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,,

szerdick added 17 commits May 8, 2026 18:32

cleanup, only exp auotmatically expanded based on acc bound

4251ae9

add to fast testset

7a975f3

link correct git version:

f92172e

naming errors

e6998fa

change linalg variant to ulp error bound instead of acc error bound.

3482fde

change xdsl version

cf97725

Merge branch 'main' into szerdick/exp-micro-linalg

abc7562

pinned wrong version of xdsl

d93e575

version stuff and error control

90b5ac6

run tests again

2fa6bbd

new kernel to test polynomial evaluation via degree

bb6a117

add exp_polynomial csv file

2744e54

remove softmax rule from the next pr

23cac10

import softmax-mia kernel from szerdick/softmax-to-exp-to-polynomial-…

34ce014

…to-arith

add softmax to snakefile

017eb69

renaming

8a97a66

edit makefile and delete print statements

7fb3bba

szerdick force-pushed the szerdick/thesis-plots branch from e8aab69 to 76f1ef8 Compare May 14, 2026 16:11

szerdick added 6 commits May 14, 2026 17:20

safe variants for f16

9091950

new plots for thesis, reran tests and add command to generate in snak…

6531808

…emake

add plots for RQs and automate via Snakefile

e4c8b31

plots to trade off accuracy and performance

b467b5b

correctness check disabled

da76ce6

new plot

a897494

szerdick force-pushed the szerdick/thesis-plots branch from 76f1ef8 to a897494 Compare May 14, 2026 16:24

szerdick changed the title ~~(softmax_polynomial) add softmax kernel that expands to polynomials based on acc bound~~ plots-mia-thesis: python files for Mia's thesis May 15, 2026

run fast test and change macro plotting

b1101e4

renamed plots, and small modifications, new plots for actuall error

d60f9b1

add more plots for rq4

b539c5d

name change for the rq plots, added new rq4 plots

258666b

szerdick added 2 commits June 1, 2026 14:52

ran experiments

a4fc1a9

a lot of renaming of plots

e1512e2

a lot of renaming and rq4 plots

36bc255

stale artifact

6d5625a

drop the top and right frame on all your figures

1514324

small ir figure

14c0c6e

plot fix to remove spine again that was accidentally added

2b1d7ea

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