adds extended unit tests for memory layout analysis

[lukastruemper]

No description provided.

[daisytuner]

Daisytuner Report - mlir_torch_models (chamomile)

@@                                   Benchmarks                                   @@
=====================================================================================
  Benchmark              Time        ΔTime       Thr         Energy      ΔEnergy     
=====================================================================================
# bn_conv_bn_relu_maxpool_torch18.63 s     -1.98%      N/A         3615.52 J   -1.91%      
# bn_conv_bn_relu_maxpool_run_none3.25 s      +0.95%      N/A         652.84 J    +1.00%      
# bn_conv_bn_relu_maxpool_run_sequential3.21 s      -0.20%      N/A         643.36 J    -0.38%      
# bn_conv_bn_relu_maxpool_run_openmp3.36 s      +2.53%      N/A         676.39 J    +1.42%      
# bn_conv_bn_relu_maxpool_run_cuda3.58 s      -0.44%      N/A         701.27 J    -0.61%      

[daisytuner]

Daisytuner Report - python_npbench (zinnia)

@@                                   Benchmarks                                   @@
=====================================================================================
  Benchmark              Time        ΔTime       Thr         Energy      ΔEnergy     
=====================================================================================
# adi_numpy              1.32 s      +0.26%      N/A         131.66 J    +0.29%      
# adi_omp                4.68 s      +0.57%      N/A         532.50 J    +0.17%      
# adi_cuda               4.34 s      -0.46%      N/A         423.69 J    -0.52%      
# adi_seq_tuning         4.53 s      +1.05%      N/A         430.06 J    +0.85%      
# atax_numpy             2.16 s      -0.04%      N/A         223.43 J    -0.17%      
# atax_omp               3.07 s      -2.03%      N/A         388.75 J    -2.44%      
# atax_cuda              4.13 s      +0.02%      N/A         425.70 J    +0.08%      
# atax_seq_tuning        4.11 s      +0.39%      N/A         399.63 J    +0.38%      
# gemm_numpy             1.23 s      +1.74%      N/A         196.54 J    +1.72%      
# gemm_omp               1.13 s      -0.07%      N/A         163.33 J    -0.31%      
# gemm_cuda              10.67 s     +0.19%      N/A         1016.01 J   +0.27%      
# gemm_seq_tuning        1.13 s      +0.14%      N/A         163.71 J    +0.43%      
# gesummv_numpy          1.75 s      -0.01%      N/A         250.12 J    +0.12%      
# gesummv_omp            2.12 s      +0.62%      N/A         343.49 J    +0.28%      
# gesummv_cuda           5.15 s      +0.50%      N/A         709.66 J    +0.34%      
# gesummv_seq_tuning     6.12 s      -1.75%      N/A         746.62 J    -0.65%      
# gemver_numpy           1.09 s      +1.80%      N/A         168.25 J    +2.21%      
# gemver_omp             923.57 ms   -0.82%      N/A         123.09 J    -0.51%      
# gemver_cuda            2.38 s      -0.74%      N/A         253.12 J    -0.50%      
# gemver_seq_tuning      3.06 s      +3.07%      N/A         270.93 J    +0.86%      
# k2mm_numpy             1.20 s      +0.02%      N/A         196.08 J    +0.18%      
# k2mm_omp               3.56 s      -0.01%      N/A         669.37 J    +0.33%      
# k2mm_cuda              13.40 s     -0.04%      N/A         1272.15 J   -0.01%      
# k2mm_seq_tuning        2.98 s      +2.74%      N/A         394.31 J    +0.95%      
# k3mm_numpy             1.03 s      -0.19%      N/A         181.70 J    -0.11%      
# k3mm_omp               5.59 s      +0.84%      N/A         951.46 J    +0.28%      
# k3mm_cuda              19.77 s     -0.34%      N/A         1867.83 J   -0.14%      
# k3mm_seq_tuning        5.09 s      +4.70%      N/A         693.25 J    +1.40%      
# mvt_numpy              2.42 s      +0.10%      N/A         246.82 J    0.00%       
# mvt_omp                2.75 s      +0.12%      N/A         286.06 J    +0.16%      
# mvt_cuda               3.36 s      +0.11%      N/A         343.70 J    +0.06%      
# mvt_seq_tuning         2.76 s      +0.10%      N/A         286.16 J    +0.19%      
# symm_numpy             780.14 ms   +0.55%      N/A         80.19 J     +0.39%      
# symm_omp               2.36 s      +4.41%      N/A         253.85 J    +4.26%      
# symm_seq_tuning        3.12 s      +0.34%      N/A         279.37 J    +0.01%      
# syr2k_numpy            875.34 ms   +1.06%      N/A         89.30 J     +1.14%      
# syr2k_omp              2.25 s      +0.01%      N/A         241.62 J    -0.02%      
# syr2k_cuda             1.58 s      -0.52%      N/A         164.76 J    -0.45%      
# syr2k_seq_tuning       2.25 s      +0.36%      N/A         241.83 J    +0.23%      
# syrk_numpy             766.25 ms   +0.69%      N/A         78.95 J     +0.56%      
# syrk_omp               2.07 s      +0.01%      N/A         217.36 J    +0.00%      
# syrk_cuda              1.41 s      -0.01%      N/A         148.69 J    -0.33%      
# syrk_seq_tuning        2.06 s      -0.79%      N/A         216.49 J    -0.67%      
# trmm_numpy             865.68 ms   -0.01%      N/A         88.25 J     -0.35%      
# trmm_omp               744.45 ms   +0.52%      N/A         95.06 J     +0.93%      
# trmm_seq_tuning        3.41 s      +1.37%      N/A         279.42 J    +0.69%