Benchmarks Visualizations

Legacy (LBL+Voigt)

• Broadening Max Width vs Calculation Time
  
• Wstep vs Calculation TIme
• Spectral Points vs Calculation Time
• Spectral Points vs Calculation Time (N_lines constant)
• Spectral Points vs Voigt Broadening Time (N_lines constant)
• Spectral Points vs Other Spectral Quantities (N_lines constant)
• Number of lines vs Calculation Time
• Complexity vs Calculation Time

LDM+FFT vs LDM+Voigt(np.convolve) [Broadening Max Width = 300 cm-1]

• Broadening_Max_width vs Calculation Time
• Spectral Points vs Calculation Time (wstep and N_lines constant)
• Spectral Points vs Calculation Time (N_lines not constant)
• Spectral Points vs Calculation Time (wstep changes)
• LDM Complexity FFT (without N_lines) -> [(wG*wL+1)*Spectral Points*Log(Spectral Points)]
• LDM Complexity Voigt (without N_lines) -> [(wG*wL+1)*Spectral Points*Broadening Max Width*Log(Spectral Points*Broadening Max Width)]
• N_lines vs Calculation Time (CO2)
• N_lines vs Calculation Time (CH4)
• Complexity LDM FFT Final -> 4.48256897e-08 * (wL*wG+ 1)*Spectral_Points(without BMW)*Log(Spectral_Points(without BMW))
• Complexity LDM Voigt Final -> 5.26795e-07 * (wL*wG+ 1)*Spectral Points*Log(Spectral Points)

LDM+FFT vs LDM+Voigt(oa.convolve) [Broadening Max Width = 300 cm-1]

• Broadening Max Width vs Calculation Time
• Spectral Points (Wstep Decreases) vs Calculation Time
• Spectral Points (NLines and Wstep constant) vs Calculation Time
• Spectral Points (Wstep constant) vs Calculation Time
• CO2 (1 + wL*wG) vs Calculation Time
• CH4 (1 + wL*wG) vs Calculation Time
• LDM FFT Complexity -> [4.675e-08*(1 + wL*wG)*Spectral_Points*log(Spectral_Points)] vs Calculation Time
• LDM Voigt Complexity -> [2.096e-07*lines_calculated + 7.185e-09*(1 + wL*wG)*Spectral_Points*log(Spectral_Points)] vs Calculation Time
• Spectral Points (Wstep Decreases) (Sparse Calculation) vs Calculation Time

Summary - LBL and LDM combined [Broadening Max Width = 300 cm-1]

• Broadening Max Width vs Calculation Time
• Spectral Points (Wstep Decreases) vs Calculation Time
• Spectral Points (NLines and Wstep constant) vs Calculation Time
• Spectral Points (Spectral Range) vs Calculation Time
• CH4 N_lines vs Calculation Time
• CO2 N_lines vs Calculation Time