Release v0.10

[michel2323]

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Benchmark Results

Relative timing: current / main  (values < 1.0 are improvements)

================================================================================
  backend-instance-param          |      obj     cons     grad      jac     hess
================================================================================
  CUDA-OPF-case1354               |    0.994    1.015    1.006    1.003    0.986
  CUDA-OPF-case14                 |    0.997    1.000    1.005    1.007    0.983
  CUDA-OPF-case30000              |    1.036    1.031    1.001    1.018    0.978
  CUDA-chain-10                   |    0.998    0.999    0.988    0.992    0.988
  CUDA-chain-100                  |    0.980    0.998    0.999    0.992    0.988
  CUDA-chain-1000                 |    0.976    1.003    0.985    0.992    0.981
  CUDA-elec-10                    |    0.987    0.990    0.991    0.989    0.993
  CUDA-elec-100                   |    1.017    0.990    0.920    0.975    0.996
  CUDA-elec-1000                  |    1.099    0.987    0.563    0.989    0.621
  CUDA-rosenrock-1000             |    0.997    0.977    1.000    0.999    0.970
  CUDA-rosenrock-10000            |    0.996    0.985    1.003    1.015    0.980
  CUDA-rosenrock-100000           |    0.977    0.979    1.002    0.992    0.980
--------------------------------------------------------------------------------
  AMDGPU-OPF-case1354             |    1.013    1.029    1.015    1.021    1.015
  AMDGPU-OPF-case14               |    1.017    1.023    0.986    1.013    1.025
  AMDGPU-OPF-case30000            |    1.013    1.017    1.014    1.023    1.021
  AMDGPU-chain-10                 |    1.043    1.003    1.014    1.017    1.020
  AMDGPU-chain-100                |    1.012    1.030    1.027    1.014    1.012
  AMDGPU-chain-1000               |    1.018    1.000    1.062    1.003    0.955
  AMDGPU-elec-10                  |    0.991    1.040    1.019    1.008    1.051
  AMDGPU-elec-100                 |    1.012    1.047    1.044    1.028    1.037
  AMDGPU-elec-1000                |    1.014    1.037    1.063    1.048    1.055
  AMDGPU-rosenrock-1000           |    1.012    1.053    1.056    1.055    1.043
  AMDGPU-rosenrock-10000          |    1.015    1.051    0.989    1.049    1.002
  AMDGPU-rosenrock-100000         |    1.008    1.033    1.033    1.043    1.026
--------------------------------------------------------------------------------
  oneAPI-OPF-case1354             |    3.362    1.087    0.877    1.221    0.981
  oneAPI-OPF-case14               |    0.974    0.585    0.888    1.057    1.169
  oneAPI-OPF-case30000            |    1.066    0.886    1.215    0.785    0.961
  oneAPI-chain-10                 |    0.969    0.897    0.959    1.130    0.766
  oneAPI-chain-100                |    1.039    0.550    1.195    0.653    0.912
  oneAPI-chain-1000               |    0.922    0.865    0.719    1.312    0.749
  oneAPI-elec-10                  |    0.934    1.220    1.140    5.233    1.426
  oneAPI-elec-100                 |    2.589    0.836    0.981    1.106    1.025
  oneAPI-elec-1000                |    0.993    0.187    0.921    0.804    0.865
  oneAPI-rosenrock-1000           |    1.026    0.891    0.684    0.853    1.051
  oneAPI-rosenrock-10000          |    0.896    1.004    1.049    0.172    1.189
  oneAPI-rosenrock-100000         |    0.872    0.868    1.028    0.979    1.059
--------------------------------------------------------------------------------
  nothing-OPF-case1354            |    1.003    1.006    1.004    1.063    0.845
  nothing-OPF-case14              |    1.001    0.990    0.972    1.105    1.089
  nothing-OPF-case30000           |    0.999    0.982    1.025    1.047    0.993
  nothing-chain-10                |    0.995    1.015    1.071    0.996    0.053
  nothing-chain-100               |    1.000    1.007    1.275    1.000    0.115
  nothing-chain-1000              |    0.999    0.999    1.028    0.950    0.783
  nothing-elec-10                 |    1.007    1.111    0.995    0.981    0.995
  nothing-elec-100                |    1.001    1.012    1.058    1.000    0.995
  nothing-elec-1000               |    1.000    0.998    0.427    1.001    0.998
  nothing-rosenrock-1000          |    1.001    1.027    0.992    1.068    1.111
  nothing-rosenrock-10000         |    1.000    1.004    1.035    0.999    6.295
  nothing-rosenrock-100000        |    1.000    1.008    1.004    1.002    1.003
================================================================================