From 5cf8abc9b0dc67ab2c11ce41fa2675a399a83da0 Mon Sep 17 00:00:00 2001
From: EmilyBoune <louise.bourne@gmail.com>
Date: Sat, 7 Jan 2023 16:36:46 +0100
Subject: [PATCH 1/7] Remove fast-math flag

---
 .github/actions/generate_pyccel_config/action.yml |  4 ++--
 benchmarks/pythran.config                         |  2 +-
 benchmarks/tests/numba_ackermann_mod.py           |  2 +-
 benchmarks/tests/numba_bellman_ford_mod.py        |  4 ++--
 benchmarks/tests/numba_dijkstra.py                | 10 +++++-----
 benchmarks/tests/numba_euler_mod.py               |  8 ++++----
 benchmarks/tests/numba_laplace_2d_mod.py          |  2 +-
 benchmarks/tests/numba_linearconv_1d_mod.py       |  2 +-
 benchmarks/tests/numba_md_mod.py                  | 12 ++++++------
 benchmarks/tests/numba_midpoint_explicit_mod.py   |  8 ++++----
 benchmarks/tests/numba_midpoint_fixed_mod.py      |  8 ++++----
 benchmarks/tests/numba_nonlinearconv_1d_mod.py    |  2 +-
 benchmarks/tests/numba_poisson_2d_mod.py          |  2 +-
 benchmarks/tests/numba_rk4_mod.py                 |  8 ++++----
 14 files changed, 37 insertions(+), 37 deletions(-)

diff --git a/.github/actions/generate_pyccel_config/action.yml b/.github/actions/generate_pyccel_config/action.yml
index 33ae76dc..fba47e02 100644
--- a/.github/actions/generate_pyccel_config/action.yml
+++ b/.github/actions/generate_pyccel_config/action.yml
@@ -13,11 +13,11 @@ runs:
       run: |
         import json
         config = json.load(open('pyccel_fortran.json'))
-        config['general_flags'].extend(['-O3', '-march=native', '-mtune=native', '-mavx', '-ffast-math'])
+        config['general_flags'].extend(['-O3', '-march=native', '-mtune=native', '-mavx'])
         print(json.dumps(config, indent=4),
                 file=open('pyccel_fortran.json','w'))
         config = json.load(open('pyccel_c.json'))
-        config['general_flags'].extend(['-O3', '-march=native', '-mtune=native', '-mavx', '-ffast-math'])
+        config['general_flags'].extend(['-O3', '-march=native', '-mtune=native', '-mavx'])
         print(json.dumps(config, indent=4),
                 file=open('pyccel_c.json','w'))
       shell: python
diff --git a/benchmarks/pythran.config b/benchmarks/pythran.config
index d5cb0e46..137958eb 100644
--- a/benchmarks/pythran.config
+++ b/benchmarks/pythran.config
@@ -4,7 +4,7 @@ undefs=
 include_dirs=
 libs=
 library_dirs=
-cflags=-std=c++11 -fno-math-errno -fvisibility=hidden -fno-wrapv -Wno-unused-function -Wno-int-in-bool-context -Wno-unknown-warning-option -O3 -march=native -mtune=native -mavx -ffast-math
+cflags=-std=c++11 -fno-math-errno -fvisibility=hidden -fno-wrapv -Wno-unused-function -Wno-int-in-bool-context -Wno-unknown-warning-option -O3 -march=native -mtune=native -mavx
 ldflags=-fvisibility=hidden -Wl,-strip-all
 blas=blas
 CC=
diff --git a/benchmarks/tests/numba_ackermann_mod.py b/benchmarks/tests/numba_ackermann_mod.py
index f5117b59..be3361c4 100644
--- a/benchmarks/tests/numba_ackermann_mod.py
+++ b/benchmarks/tests/numba_ackermann_mod.py
@@ -7,7 +7,7 @@
 """
 from numba import njit
 
-@njit(fastmath=True)
+@njit
 def ackermann(m : int, n : int) -> int:
     """  Total computable function that is not primitive recursive.
     This function is useful for testing recursion
diff --git a/benchmarks/tests/numba_bellman_ford_mod.py b/benchmarks/tests/numba_bellman_ford_mod.py
index 3e5bf7a0..4aad03cc 100644
--- a/benchmarks/tests/numba_bellman_ford_mod.py
+++ b/benchmarks/tests/numba_bellman_ford_mod.py
@@ -9,7 +9,7 @@
 from numpy import zeros
 
 from numba import njit
-@njit(fastmath=True)
+@njit
 # ================================================================
 def bellman_ford ( v_num: int, e_num: int, source: int, e: 'int[:,:]', e_weight: 'real[:]',
                    v_weight: 'real[:]', predecessor: 'int[:]' ):
@@ -49,7 +49,7 @@ def bellman_ford ( v_num: int, e_num: int, source: int, e: 'int[:,:]', e_weight:
     return 0
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def bellman_ford_test ( ):
     """ Test bellman ford's algorithm
     """
diff --git a/benchmarks/tests/numba_dijkstra.py b/benchmarks/tests/numba_dijkstra.py
index 0280cdce..d95285b2 100644
--- a/benchmarks/tests/numba_dijkstra.py
+++ b/benchmarks/tests/numba_dijkstra.py
@@ -9,7 +9,7 @@
 from numpy import zeros
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def find_nearest ( nv: int, mind: 'int[:]', connected: 'bool[:]' ):
     """ Find the nearest node
     """
@@ -26,7 +26,7 @@ def find_nearest ( nv: int, mind: 'int[:]', connected: 'bool[:]' ):
     return d, v
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def update_mind ( nv: int, mv: int, connected: 'bool[:]', ohd: 'int[:,:]', mind: 'int[:]' ):
     """ Update the minimum distance
     """
@@ -39,7 +39,7 @@ def update_mind ( nv: int, mv: int, connected: 'bool[:]', ohd: 'int[:,:]', mind:
                 mind[i] = min ( mind[i], mind[mv] + ohd[mv,i] )
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def dijkstra_distance ( nv: int, ohd: 'int[:,:]', mind: 'int[:]' ):
     """ Find the shortest paths between nodes in a graph
     """
@@ -76,7 +76,7 @@ def dijkstra_distance ( nv: int, ohd: 'int[:,:]', mind: 'int[:]' ):
         update_mind ( nv, mv, connected, ohd, mind )
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def init ( nv: int, ohd: 'int[:,:]' ):
     """ Create a graph
     """
@@ -107,7 +107,7 @@ def init ( nv: int, ohd: 'int[:,:]' ):
     ohd[5,4] = 8
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def dijkstra_distance_test ( ):
     """ Test Dijkstra's algorithm
     """
diff --git a/benchmarks/tests/numba_euler_mod.py b/benchmarks/tests/numba_euler_mod.py
index 5ed00ef9..7d3f0c06 100644
--- a/benchmarks/tests/numba_euler_mod.py
+++ b/benchmarks/tests/numba_euler_mod.py
@@ -12,7 +12,7 @@
 from numpy import linspace
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def euler (dydt: '()(real, const real[:], real[:])',
            tspan: 'real[:]', y0: 'real[:]', n: int,
            t: 'real[:]', y: 'real[:,:]'):
@@ -30,7 +30,7 @@ def euler (dydt: '()(real, const real[:], real[:])',
         y[i+1,:] = y[i,:] + dt * y[i+1,:]
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def humps_fun ( x : float ):
     """
     Humps function
@@ -43,7 +43,7 @@ def humps_fun ( x : float ):
     return y
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def humps_deriv ( x: 'real', y: 'real[:]', out: 'real[:]' ):
     """
     Derivative of the humps function
@@ -52,7 +52,7 @@ def humps_deriv ( x: 'real', y: 'real[:]', out: 'real[:]' ):
     out[0] = - 2.0 * ( x - 0.3 ) / ( ( x - 0.3 )**2 + 0.01 )**2 - 2.0 * ( x - 0.9 ) / ( ( x - 0.9 )**2 + 0.04 )**2
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def euler_humps_test ( tspan: 'real[:]', y0: 'real[:]', n: int ):
     """
     Run n steps of an euler method starting from y0
diff --git a/benchmarks/tests/numba_laplace_2d_mod.py b/benchmarks/tests/numba_laplace_2d_mod.py
index e685e11d..cac98c47 100644
--- a/benchmarks/tests/numba_laplace_2d_mod.py
+++ b/benchmarks/tests/numba_laplace_2d_mod.py
@@ -10,7 +10,7 @@
 from numba import njit
 import numpy as np
 
-@njit(fastmath=True)
+@njit
 def laplace_2d(p: 'float[:,:]', y: 'float[:]',
                dx: float, dy: float, l1norm_target: float):
     """ Solve the Laplace equation
diff --git a/benchmarks/tests/numba_linearconv_1d_mod.py b/benchmarks/tests/numba_linearconv_1d_mod.py
index 07bb2d64..e762bb99 100644
--- a/benchmarks/tests/numba_linearconv_1d_mod.py
+++ b/benchmarks/tests/numba_linearconv_1d_mod.py
@@ -9,7 +9,7 @@
 """
 from numba import njit
 
-@njit(fastmath=True)
+@njit
 def linearconv_1d(u: 'float[:]', un: 'float[:]',
                   nt: int, nx: int,
                   dt: float, dx: float, c: float):
diff --git a/benchmarks/tests/numba_md_mod.py b/benchmarks/tests/numba_md_mod.py
index 1f6a57d1..207d5067 100644
--- a/benchmarks/tests/numba_md_mod.py
+++ b/benchmarks/tests/numba_md_mod.py
@@ -14,7 +14,7 @@
 from numpy import sin
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def compute ( p_num: int, d_num: int, pos: 'double[:,:]', vel: 'double[:,:]',
              mass: float, force: 'double[:,:]' ):
     """ Calculate the energy and forces associated with the current configuration
@@ -61,7 +61,7 @@ def compute ( p_num: int, d_num: int, pos: 'double[:,:]', vel: 'double[:,:]',
     return potential, kinetic
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def update ( p_num: int, d_num: int, pos: 'double[:,:]', vel: 'double[:,:]',
             force: 'double[:,:]', acc: 'double[:,:]', mass: float, dt: float ):
     """ Update the position, velocity and force of the particles
@@ -82,7 +82,7 @@ def update ( p_num: int, d_num: int, pos: 'double[:,:]', vel: 'double[:,:]',
     acc[:] = force * rmass
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def r8mat_uniform_ab ( r: 'double[:,:]', m: int, n: int, a: float, b: float, seed: int ):
     """ Fill r with random numbers with a uniform distribution
     """
@@ -118,7 +118,7 @@ def r8mat_uniform_ab ( r: 'double[:,:]', m: int, n: int, a: float, b: float, see
     return seed
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def initialize ( pos: 'double[:,:]', p_num: int, d_num: int ):
     """ Initialise the positions of the particles
     """
@@ -127,7 +127,7 @@ def initialize ( pos: 'double[:,:]', p_num: int, d_num: int ):
     seed = r8mat_uniform_ab ( pos, d_num, p_num, 0.0, 10.0, seed )
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def md (d_num: int, p_num: int, step_num: int, dt: float,
         vel: 'double[:,:]', acc: 'double[:,:]',
         force: 'double[:,:]', pos: 'double[:,:]'):
@@ -144,7 +144,7 @@ def md (d_num: int, p_num: int, step_num: int, dt: float,
         compute ( p_num, d_num, pos, vel, mass, force )
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def test_md ( d_num : int = 3, p_num : int = 100, step_num : int = 10, dt : float = 0.1 ):
     """ Run molecular dynamics test
     """
diff --git a/benchmarks/tests/numba_midpoint_explicit_mod.py b/benchmarks/tests/numba_midpoint_explicit_mod.py
index a2bd45d6..0ad2c877 100644
--- a/benchmarks/tests/numba_midpoint_explicit_mod.py
+++ b/benchmarks/tests/numba_midpoint_explicit_mod.py
@@ -12,7 +12,7 @@
 from numpy import linspace
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def midpoint_explicit (dydt: '()(real, const real[:], real[:])',
                        tspan: 'real[:]', y0: 'real[:]', n: int,
                        t: 'real[:]', y: 'real[:,:]'):
@@ -39,7 +39,7 @@ def midpoint_explicit (dydt: '()(real, const real[:], real[:])',
         y[i+1,:] = y[i,:] + dt * y[i+1,:]
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def humps_fun ( x : float ):
     """
     Humps function
@@ -52,7 +52,7 @@ def humps_fun ( x : float ):
     return y
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def humps_deriv ( x: 'real', y: 'real[:]', out: 'real[:]' ):
     """
     Derivative of the humps function
@@ -61,7 +61,7 @@ def humps_deriv ( x: 'real', y: 'real[:]', out: 'real[:]' ):
     out[0] = - 2.0 * ( x - 0.3 ) / ( ( x - 0.3 )**2 + 0.01 )**2 - 2.0 * ( x - 0.9 ) / ( ( x - 0.9 )**2 + 0.04 )**2
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def midpoint_explicit_humps_test ( tspan: 'real[:]', y0: 'real[:]', n: int ):
     """
     Run n steps of an explicit midpoint method starting from y0
diff --git a/benchmarks/tests/numba_midpoint_fixed_mod.py b/benchmarks/tests/numba_midpoint_fixed_mod.py
index c58646bf..6dfa1d03 100644
--- a/benchmarks/tests/numba_midpoint_fixed_mod.py
+++ b/benchmarks/tests/numba_midpoint_fixed_mod.py
@@ -12,7 +12,7 @@
 from numpy import linspace
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def midpoint_fixed (dydt: '()(real, const real[:], real[:])',
                     tspan: 'real[:]', y0: 'real[:]', n: int,
                     t: 'real[:]', y: 'real[:,:]'):
@@ -46,7 +46,7 @@ def midpoint_fixed (dydt: '()(real, const real[:], real[:])',
                  + ( 1.0 - 1.0 / theta ) * y[i,:]
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def humps_fun ( x : float ):
     """
     Humps function
@@ -59,7 +59,7 @@ def humps_fun ( x : float ):
     return y
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def humps_deriv ( x: 'real', y: 'real[:]', out: 'real[:]' ):
     """
     Derivative of the humps function
@@ -68,7 +68,7 @@ def humps_deriv ( x: 'real', y: 'real[:]', out: 'real[:]' ):
     out[0] = - 2.0 * ( x - 0.3 ) / ( ( x - 0.3 )**2 + 0.01 )**2 - 2.0 * ( x - 0.9 ) / ( ( x - 0.9 )**2 + 0.04 )**2
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def midpoint_fixed_humps_test ( tspan: 'real[:]', y0: 'real[:]', n: int ):
     """
     Run n steps of an implicit midpoint method with a fixed number of iterations,
diff --git a/benchmarks/tests/numba_nonlinearconv_1d_mod.py b/benchmarks/tests/numba_nonlinearconv_1d_mod.py
index ab0db538..40a77810 100644
--- a/benchmarks/tests/numba_nonlinearconv_1d_mod.py
+++ b/benchmarks/tests/numba_nonlinearconv_1d_mod.py
@@ -10,7 +10,7 @@
 
 from numba import njit
 
-@njit(fastmath=True)
+@njit
 def nonlinearconv_1d(u: 'float[:]', un: 'float[:]',
                      nt: int, nx: int, dt: float, dx: float):
     """ Solve a non-linear convection equation
diff --git a/benchmarks/tests/numba_poisson_2d_mod.py b/benchmarks/tests/numba_poisson_2d_mod.py
index 536a238a..e4c5e6ff 100644
--- a/benchmarks/tests/numba_poisson_2d_mod.py
+++ b/benchmarks/tests/numba_poisson_2d_mod.py
@@ -9,7 +9,7 @@
 """
 from numba import njit
 
-@njit(fastmath=True)
+@njit
 def poisson_2d(p: 'float[:,:]', pd: 'float[:,:]', b: 'float[:,:]',
                nx: int, ny: int, nt: int, dx: float, dy: float):
     """ Solve the 2D poisson equation
diff --git a/benchmarks/tests/numba_rk4_mod.py b/benchmarks/tests/numba_rk4_mod.py
index 24411dc6..90f1a875 100644
--- a/benchmarks/tests/numba_rk4_mod.py
+++ b/benchmarks/tests/numba_rk4_mod.py
@@ -11,7 +11,7 @@
 from numpy import zeros
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def rk4 (dydt: '()(real, const real[:], real[:])',
          tspan: 'real[:]', y0: 'real[:]', n: int,
          t: 'real[:]', y: 'real[:,:]'):
@@ -43,7 +43,7 @@ def rk4 (dydt: '()(real, const real[:], real[:])',
         y[i+1,:] = y[i,:] + dt * ( f1[:] + 2.0 * f2[:] + 2.0 * f3[:] + f4[:] ) / 6.0
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def humps_fun ( x : float ):
     """
     Humps function
@@ -56,7 +56,7 @@ def humps_fun ( x : float ):
     return y
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def humps_deriv ( x: 'real', y: 'real[:]', out: 'real[:]' ):
     """
     Derivative of the humps function
@@ -65,7 +65,7 @@ def humps_deriv ( x: 'real', y: 'real[:]', out: 'real[:]' ):
     out[0] = - 2.0 * ( x - 0.3 ) / ( ( x - 0.3 )**2 + 0.01 )**2 - 2.0 * ( x - 0.9 ) / ( ( x - 0.9 )**2 + 0.04 )**2
 
 # ================================================================
-@njit(fastmath=True)
+@njit
 def rk4_humps_test ( tspan: 'real[:]', y0: 'real[:]', n: int ):
     """
     Run n steps of a fourth-order Runge-Kutta method starting from y0

From 34077d3aa549c25b20cfb03c9d97f6c43bbc28ac Mon Sep 17 00:00:00 2001
From: EmilyBoune <louise.bourne@gmail.com>
Date: Sat, 7 Jan 2023 16:36:59 +0100
Subject: [PATCH 2/7] Trigger Benchmark of pyccel


From e78411773da1e1687b6714de91bcefce444422f6 Mon Sep 17 00:00:00 2001
From: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
Date: Sat, 7 Jan 2023 15:51:13 +0000
Subject: [PATCH 3/7] Update performance comparison

---
 .../devel_performance_310.md                  |  50 +-
 .../devel_performance_310_compilation.svg     | 628 +++++++++---------
 .../devel_performance_310_execution.svg       | 510 +++++++-------
 .../devel_performance_310_requirements.txt    |   6 +-
 4 files changed, 597 insertions(+), 597 deletions(-)

diff --git a/version_specific_results/devel_performance_310.md b/version_specific_results/devel_performance_310.md
index 6c974e34..faa35d7e 100644
--- a/version_specific_results/devel_performance_310.md
+++ b/version_specific_results/devel_performance_310.md
@@ -1,32 +1,32 @@
-### Performance Comparison (as of Tue Dec 20 09:10:53 UTC 2022)
+### Performance Comparison (as of Sat Jan  7 15:51:08 UTC 2023)
 ## Compilation time
 Algorithm                 | python                    | pythran                   | numba                     | pyccel_fortran            | pyccel_c                 
 ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
-Ackermann                 | -                         | 2.13                      | 0.34                      | 1.29                      | 1.23                     
-Bellman Ford              | -                         | 2.71                      | 0.97                      | 1.94                      | 1.87                     
-Dijkstra                  | -                         | 2.74                      | 1.27                      | 2.00                      | 1.91                     
-Euler                     | -                         | 3.12                      | 1.32                      | 1.94                      | 1.90                     
-Midpoint Explicit         | -                         | 3.70                      | 2.04                      | 2.29                      | 2.24                     
-Midpoint Fixed            | -                         | 4.26                      | 2.36                      | 2.37                      | 2.35                     
-RK4                       | -                         | 4.41                      | 2.41                      | 2.88                      | 2.79                     
-FD - L Convection         | -                         | 2.49                      | 0.32                      | 1.83                      | 1.82                     
-FD - NL Convection        | -                         | 2.44                      | 0.32                      | 1.83                      | 1.83                     
-FD - Poisson              | -                         | 6.60                      | 0.77                      | 1.96                      | 1.95                     
-FD - Laplace              | -                         | 9.80                      | 1.74                      | 2.53                      | -                        
-M-D                       | -                         | -                         | 5.36                      | 2.99                      | 2.72                     
+Ackermann                 | -                         | 2.65                      | 0.41                      | 1.62                      | 1.56                     
+Bellman Ford              | -                         | 3.35                      | 1.14                      | 2.35                      | 2.27                     
+Dijkstra                  | -                         | 3.35                      | 1.49                      | 2.46                      | 2.32                     
+Euler                     | -                         | 3.79                      | 1.56                      | 2.40                      | 2.35                     
+Midpoint Explicit         | -                         | 4.58                      | 2.38                      | 2.78                      | 2.74                     
+Midpoint Fixed            | -                         | 5.21                      | 2.77                      | 2.84                      | 2.82                     
+RK4                       | -                         | 5.43                      | 2.76                      | 3.53                      | 3.47                     
+FD - L Convection         | -                         | 3.05                      | 0.38                      | 2.26                      | 2.24                     
+FD - NL Convection        | -                         | 3.04                      | 0.37                      | 2.24                      | 2.22                     
+FD - Poisson              | -                         | 8.12                      | 0.91                      | 2.36                      | 2.41                     
+FD - Laplace              | -                         | 12.01                     | 2.05                      | 3.07                      | -                        
+M-D                       | -                         | -                         | 6.38                      | 3.64                      | 3.35                     
 
 ## Execution time
 Algorithm                 | python                    | pythran                   | numba                     | pyccel_fortran            | pyccel_c                 
 ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
-Ackermann (ms)            | 395.00                    | 10.10                     | 32.30                     | 3.32                      | 3.25                     
-Bellman Ford (ns)         | 56500.00                  | 361.00                    | 700.00                    | 216.00                    | 487.00                   
-Dijkstra (ns)             | 29700.00                  | 319.00                    | 500.00                    | 230.00                    | 473.00                   
-Euler (ms)                | 49.90                     | 0.62                      | 1.20                      | 0.15                      | 2.60                     
-Midpoint Explicit (ms)    | 101.00                    | 1.47                      | 3.26                      | 0.24                      | 4.60                     
-Midpoint Fixed (ms)       | 512.00                    | 8.78                      | 17.40                     | 1.06                      | 19.80                    
-RK4 (ms)                  | 255.00                    | 2.39                      | 6.32                      | 0.28                      | 5.45                     
-FD - L Convection (ms)    | 1990.00                   | 2.54                      | 9.07                      | 1.81                      | 1.55                     
-FD - NL Convection (ms)   | 2520.00                   | 4.16                      | 9.39                      | 1.61                      | 1.57                     
-FD - Poisson (ms)         | 4300.00                   | 2.91                      | 11.10                     | 3.96                      | 2.06                     
-FD - Laplace (\textmu s)  | 43.70                     | 4.96                      | 8410.00                   | 1.94                      | -                        
-M-D (ms)                  | 51800.00                  | -                         | 231.00                    | 301.00                    | 304.00                   
+Ackermann (ms)            | 461.00                    | 4.59                      | 21.70                     | 2.55                      | 2.82                     
+Bellman Ford (ns)         | 71500.00                  | 437.00                    | 700.00                    | 299.00                    | 578.00                   
+Dijkstra (ns)             | 35000.00                  | 390.00                    | 700.00                    | 316.00                    | 558.00                   
+Euler (ms)                | 56.00                     | 0.79                      | 1.60                      | 0.16                      | 3.51                     
+Midpoint Explicit (ms)    | 114.00                    | 1.86                      | 3.45                      | 0.28                      | 6.38                     
+Midpoint Fixed (ms)       | 562.00                    | 10.70                     | 19.10                     | 1.11                      | 27.40                    
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+FD - Laplace (\textmu s)  | 53.80                     | 5.41                      | 12500.00                  | 5.06                      | -                        
+M-D (ms)                  | 56200.00                  | -                         | 271.00                    | 241.00                    | 261.00                   
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diff --git a/version_specific_results/devel_performance_310_requirements.txt b/version_specific_results/devel_performance_310_requirements.txt
index 0346d44b..a4992d19 100644
--- a/version_specific_results/devel_performance_310_requirements.txt
+++ b/version_specific_results/devel_performance_310_requirements.txt
@@ -2,7 +2,7 @@ Arpeggio==2.0.0
 beniget==0.4.1
 contourpy==1.0.6
 cycler==0.11.0
-filelock==3.8.2
+filelock==3.9.0
 fonttools==4.38.0
 future==0.18.2
 gast==0.5.3
@@ -13,7 +13,7 @@ mpmath==1.2.1
 numba==0.56.4
 numpy==1.23.5
 packaging==22.0
-Pillow==9.3.0
+Pillow==9.4.0
 ply==3.11
 pyccel @ git+https://github.com/pyccel/pyccel@0525a555f097494792bca41210d44aaf0a324a96
 pyccel-benchmarks @ file:///home/runner/work/pyccel-benchmarks/pyccel-benchmarks
@@ -24,5 +24,5 @@ python-version==0.0.2
 pythran==0.12.0
 six==1.16.0
 sympy==1.11.1
-termcolor==2.1.1
+termcolor==2.2.0
 textX==3.0.0

From d6be3c0ab0a47eba8162c2ea13196afdebac2985 Mon Sep 17 00:00:00 2001
From: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
Date: Sat, 7 Jan 2023 15:51:28 +0000
Subject: [PATCH 4/7] Update README and version

---
 README.md | 50 +++++++++++++++++++++++++-------------------------
 1 file changed, 25 insertions(+), 25 deletions(-)

diff --git a/README.md b/README.md
index 00780b24..6e2fa1be 100644
--- a/README.md
+++ b/README.md
@@ -89,38 +89,38 @@ Solves a 2D Laplace problem using Finite Differences methods. The code is adapte
 
 Runs a molecular dynamics simulation. The code is adapted from examples written by [J. Burkardt](https://people.sc.fsu.edu/~jburkardt/py_src/py_src.html)
 ## Development branch results
-### Performance Comparison (as of Tue Dec 20 09:10:53 UTC 2022)
+### Performance Comparison (as of Sat Jan  7 15:51:08 UTC 2023)
 ## Compilation time
 Algorithm                 | python                    | pythran                   | numba                     | pyccel_fortran            | pyccel_c                 
 ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
-Ackermann                 | -                         | 2.13                      | 0.34                      | 1.29                      | 1.23                     
-Bellman Ford              | -                         | 2.71                      | 0.97                      | 1.94                      | 1.87                     
-Dijkstra                  | -                         | 2.74                      | 1.27                      | 2.00                      | 1.91                     
-Euler                     | -                         | 3.12                      | 1.32                      | 1.94                      | 1.90                     
-Midpoint Explicit         | -                         | 3.70                      | 2.04                      | 2.29                      | 2.24                     
-Midpoint Fixed            | -                         | 4.26                      | 2.36                      | 2.37                      | 2.35                     
-RK4                       | -                         | 4.41                      | 2.41                      | 2.88                      | 2.79                     
-FD - L Convection         | -                         | 2.49                      | 0.32                      | 1.83                      | 1.82                     
-FD - NL Convection        | -                         | 2.44                      | 0.32                      | 1.83                      | 1.83                     
-FD - Poisson              | -                         | 6.60                      | 0.77                      | 1.96                      | 1.95                     
-FD - Laplace              | -                         | 9.80                      | 1.74                      | 2.53                      | -                        
-M-D                       | -                         | -                         | 5.36                      | 2.99                      | 2.72                     
+Ackermann                 | -                         | 2.65                      | 0.41                      | 1.62                      | 1.56                     
+Bellman Ford              | -                         | 3.35                      | 1.14                      | 2.35                      | 2.27                     
+Dijkstra                  | -                         | 3.35                      | 1.49                      | 2.46                      | 2.32                     
+Euler                     | -                         | 3.79                      | 1.56                      | 2.40                      | 2.35                     
+Midpoint Explicit         | -                         | 4.58                      | 2.38                      | 2.78                      | 2.74                     
+Midpoint Fixed            | -                         | 5.21                      | 2.77                      | 2.84                      | 2.82                     
+RK4                       | -                         | 5.43                      | 2.76                      | 3.53                      | 3.47                     
+FD - L Convection         | -                         | 3.05                      | 0.38                      | 2.26                      | 2.24                     
+FD - NL Convection        | -                         | 3.04                      | 0.37                      | 2.24                      | 2.22                     
+FD - Poisson              | -                         | 8.12                      | 0.91                      | 2.36                      | 2.41                     
+FD - Laplace              | -                         | 12.01                     | 2.05                      | 3.07                      | -                        
+M-D                       | -                         | -                         | 6.38                      | 3.64                      | 3.35                     
 
 ## Execution time
 Algorithm                 | python                    | pythran                   | numba                     | pyccel_fortran            | pyccel_c                 
 ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
-Ackermann (ms)            | 395.00                    | 10.10                     | 32.30                     | 3.32                      | 3.25                     
-Bellman Ford (ns)         | 56500.00                  | 361.00                    | 700.00                    | 216.00                    | 487.00                   
-Dijkstra (ns)             | 29700.00                  | 319.00                    | 500.00                    | 230.00                    | 473.00                   
-Euler (ms)                | 49.90                     | 0.62                      | 1.20                      | 0.15                      | 2.60                     
-Midpoint Explicit (ms)    | 101.00                    | 1.47                      | 3.26                      | 0.24                      | 4.60                     
-Midpoint Fixed (ms)       | 512.00                    | 8.78                      | 17.40                     | 1.06                      | 19.80                    
-RK4 (ms)                  | 255.00                    | 2.39                      | 6.32                      | 0.28                      | 5.45                     
-FD - L Convection (ms)    | 1990.00                   | 2.54                      | 9.07                      | 1.81                      | 1.55                     
-FD - NL Convection (ms)   | 2520.00                   | 4.16                      | 9.39                      | 1.61                      | 1.57                     
-FD - Poisson (ms)         | 4300.00                   | 2.91                      | 11.10                     | 3.96                      | 2.06                     
-FD - Laplace (\textmu s)  | 43.70                     | 4.96                      | 8410.00                   | 1.94                      | -                        
-M-D (ms)                  | 51800.00                  | -                         | 231.00                    | 301.00                    | 304.00                   
+Ackermann (ms)            | 461.00                    | 4.59                      | 21.70                     | 2.55                      | 2.82                     
+Bellman Ford (ns)         | 71500.00                  | 437.00                    | 700.00                    | 299.00                    | 578.00                   
+Dijkstra (ns)             | 35000.00                  | 390.00                    | 700.00                    | 316.00                    | 558.00                   
+Euler (ms)                | 56.00                     | 0.79                      | 1.60                      | 0.16                      | 3.51                     
+Midpoint Explicit (ms)    | 114.00                    | 1.86                      | 3.45                      | 0.28                      | 6.38                     
+Midpoint Fixed (ms)       | 562.00                    | 10.70                     | 19.10                     | 1.11                      | 27.40                    
+RK4 (ms)                  | 274.00                    | 2.55                      | 6.95                      | 0.35                      | 7.48                     
+FD - L Convection (ms)    | 2430.00                   | 2.74                      | 11.40                     | 1.97                      | 2.03                     
+FD - NL Convection (ms)   | 3130.00                   | 4.13                      | 13.50                     | 3.62                      | 3.75                     
+FD - Poisson (ms)         | 5220.00                   | 3.68                      | 12.70                     | 4.98                      | 2.43                     
+FD - Laplace (\textmu s)  | 53.80                     | 5.41                      | 12500.00                  | 5.06                      | -                        
+M-D (ms)                  | 56200.00                  | -                         | 271.00                    | 241.00                    | 261.00                   
 
 ![Development compilation results](./version_specific_results/devel_performance_310_compilation.svg)
 ![Development execution results](./version_specific_results/devel_performance_310_execution.svg)

From 04fb9e7009b84006cda8943f77819181abda927d Mon Sep 17 00:00:00 2001
From: EmilyBoune <louise.bourne@gmail.com>
Date: Thu, 12 Jan 2023 18:32:58 +0100
Subject: [PATCH 5/7] Remove test results

---
 README.md                                     |  50 +-
 .../devel_performance_310.md                  |  50 +-
 .../devel_performance_310_compilation.svg     | 628 +++++++++---------
 .../devel_performance_310_execution.svg       | 510 +++++++-------
 .../devel_performance_310_requirements.txt    |   6 +-
 5 files changed, 622 insertions(+), 622 deletions(-)

diff --git a/README.md b/README.md
index 6e2fa1be..00780b24 100644
--- a/README.md
+++ b/README.md
@@ -89,38 +89,38 @@ Solves a 2D Laplace problem using Finite Differences methods. The code is adapte
 
 Runs a molecular dynamics simulation. The code is adapted from examples written by [J. Burkardt](https://people.sc.fsu.edu/~jburkardt/py_src/py_src.html)
 ## Development branch results
-### Performance Comparison (as of Sat Jan  7 15:51:08 UTC 2023)
+### Performance Comparison (as of Tue Dec 20 09:10:53 UTC 2022)
 ## Compilation time
 Algorithm                 | python                    | pythran                   | numba                     | pyccel_fortran            | pyccel_c                 
 ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
-Ackermann                 | -                         | 2.65                      | 0.41                      | 1.62                      | 1.56                     
-Bellman Ford              | -                         | 3.35                      | 1.14                      | 2.35                      | 2.27                     
-Dijkstra                  | -                         | 3.35                      | 1.49                      | 2.46                      | 2.32                     
-Euler                     | -                         | 3.79                      | 1.56                      | 2.40                      | 2.35                     
-Midpoint Explicit         | -                         | 4.58                      | 2.38                      | 2.78                      | 2.74                     
-Midpoint Fixed            | -                         | 5.21                      | 2.77                      | 2.84                      | 2.82                     
-RK4                       | -                         | 5.43                      | 2.76                      | 3.53                      | 3.47                     
-FD - L Convection         | -                         | 3.05                      | 0.38                      | 2.26                      | 2.24                     
-FD - NL Convection        | -                         | 3.04                      | 0.37                      | 2.24                      | 2.22                     
-FD - Poisson              | -                         | 8.12                      | 0.91                      | 2.36                      | 2.41                     
-FD - Laplace              | -                         | 12.01                     | 2.05                      | 3.07                      | -                        
-M-D                       | -                         | -                         | 6.38                      | 3.64                      | 3.35                     
+Ackermann                 | -                         | 2.13                      | 0.34                      | 1.29                      | 1.23                     
+Bellman Ford              | -                         | 2.71                      | 0.97                      | 1.94                      | 1.87                     
+Dijkstra                  | -                         | 2.74                      | 1.27                      | 2.00                      | 1.91                     
+Euler                     | -                         | 3.12                      | 1.32                      | 1.94                      | 1.90                     
+Midpoint Explicit         | -                         | 3.70                      | 2.04                      | 2.29                      | 2.24                     
+Midpoint Fixed            | -                         | 4.26                      | 2.36                      | 2.37                      | 2.35                     
+RK4                       | -                         | 4.41                      | 2.41                      | 2.88                      | 2.79                     
+FD - L Convection         | -                         | 2.49                      | 0.32                      | 1.83                      | 1.82                     
+FD - NL Convection        | -                         | 2.44                      | 0.32                      | 1.83                      | 1.83                     
+FD - Poisson              | -                         | 6.60                      | 0.77                      | 1.96                      | 1.95                     
+FD - Laplace              | -                         | 9.80                      | 1.74                      | 2.53                      | -                        
+M-D                       | -                         | -                         | 5.36                      | 2.99                      | 2.72                     
 
 ## Execution time
 Algorithm                 | python                    | pythran                   | numba                     | pyccel_fortran            | pyccel_c                 
 ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
-Ackermann (ms)            | 461.00                    | 4.59                      | 21.70                     | 2.55                      | 2.82                     
-Bellman Ford (ns)         | 71500.00                  | 437.00                    | 700.00                    | 299.00                    | 578.00                   
-Dijkstra (ns)             | 35000.00                  | 390.00                    | 700.00                    | 316.00                    | 558.00                   
-Euler (ms)                | 56.00                     | 0.79                      | 1.60                      | 0.16                      | 3.51                     
-Midpoint Explicit (ms)    | 114.00                    | 1.86                      | 3.45                      | 0.28                      | 6.38                     
-Midpoint Fixed (ms)       | 562.00                    | 10.70                     | 19.10                     | 1.11                      | 27.40                    
-RK4 (ms)                  | 274.00                    | 2.55                      | 6.95                      | 0.35                      | 7.48                     
-FD - L Convection (ms)    | 2430.00                   | 2.74                      | 11.40                     | 1.97                      | 2.03                     
-FD - NL Convection (ms)   | 3130.00                   | 4.13                      | 13.50                     | 3.62                      | 3.75                     
-FD - Poisson (ms)         | 5220.00                   | 3.68                      | 12.70                     | 4.98                      | 2.43                     
-FD - Laplace (\textmu s)  | 53.80                     | 5.41                      | 12500.00                  | 5.06                      | -                        
-M-D (ms)                  | 56200.00                  | -                         | 271.00                    | 241.00                    | 261.00                   
+Ackermann (ms)            | 395.00                    | 10.10                     | 32.30                     | 3.32                      | 3.25                     
+Bellman Ford (ns)         | 56500.00                  | 361.00                    | 700.00                    | 216.00                    | 487.00                   
+Dijkstra (ns)             | 29700.00                  | 319.00                    | 500.00                    | 230.00                    | 473.00                   
+Euler (ms)                | 49.90                     | 0.62                      | 1.20                      | 0.15                      | 2.60                     
+Midpoint Explicit (ms)    | 101.00                    | 1.47                      | 3.26                      | 0.24                      | 4.60                     
+Midpoint Fixed (ms)       | 512.00                    | 8.78                      | 17.40                     | 1.06                      | 19.80                    
+RK4 (ms)                  | 255.00                    | 2.39                      | 6.32                      | 0.28                      | 5.45                     
+FD - L Convection (ms)    | 1990.00                   | 2.54                      | 9.07                      | 1.81                      | 1.55                     
+FD - NL Convection (ms)   | 2520.00                   | 4.16                      | 9.39                      | 1.61                      | 1.57                     
+FD - Poisson (ms)         | 4300.00                   | 2.91                      | 11.10                     | 3.96                      | 2.06                     
+FD - Laplace (\textmu s)  | 43.70                     | 4.96                      | 8410.00                   | 1.94                      | -                        
+M-D (ms)                  | 51800.00                  | -                         | 231.00                    | 301.00                    | 304.00                   
 
 ![Development compilation results](./version_specific_results/devel_performance_310_compilation.svg)
 ![Development execution results](./version_specific_results/devel_performance_310_execution.svg)
diff --git a/version_specific_results/devel_performance_310.md b/version_specific_results/devel_performance_310.md
index faa35d7e..6c974e34 100644
--- a/version_specific_results/devel_performance_310.md
+++ b/version_specific_results/devel_performance_310.md
@@ -1,32 +1,32 @@
-### Performance Comparison (as of Sat Jan  7 15:51:08 UTC 2023)
+### Performance Comparison (as of Tue Dec 20 09:10:53 UTC 2022)
 ## Compilation time
 Algorithm                 | python                    | pythran                   | numba                     | pyccel_fortran            | pyccel_c                 
 ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
-Ackermann                 | -                         | 2.65                      | 0.41                      | 1.62                      | 1.56                     
-Bellman Ford              | -                         | 3.35                      | 1.14                      | 2.35                      | 2.27                     
-Dijkstra                  | -                         | 3.35                      | 1.49                      | 2.46                      | 2.32                     
-Euler                     | -                         | 3.79                      | 1.56                      | 2.40                      | 2.35                     
-Midpoint Explicit         | -                         | 4.58                      | 2.38                      | 2.78                      | 2.74                     
-Midpoint Fixed            | -                         | 5.21                      | 2.77                      | 2.84                      | 2.82                     
-RK4                       | -                         | 5.43                      | 2.76                      | 3.53                      | 3.47                     
-FD - L Convection         | -                         | 3.05                      | 0.38                      | 2.26                      | 2.24                     
-FD - NL Convection        | -                         | 3.04                      | 0.37                      | 2.24                      | 2.22                     
-FD - Poisson              | -                         | 8.12                      | 0.91                      | 2.36                      | 2.41                     
-FD - Laplace              | -                         | 12.01                     | 2.05                      | 3.07                      | -                        
-M-D                       | -                         | -                         | 6.38                      | 3.64                      | 3.35                     
+Ackermann                 | -                         | 2.13                      | 0.34                      | 1.29                      | 1.23                     
+Bellman Ford              | -                         | 2.71                      | 0.97                      | 1.94                      | 1.87                     
+Dijkstra                  | -                         | 2.74                      | 1.27                      | 2.00                      | 1.91                     
+Euler                     | -                         | 3.12                      | 1.32                      | 1.94                      | 1.90                     
+Midpoint Explicit         | -                         | 3.70                      | 2.04                      | 2.29                      | 2.24                     
+Midpoint Fixed            | -                         | 4.26                      | 2.36                      | 2.37                      | 2.35                     
+RK4                       | -                         | 4.41                      | 2.41                      | 2.88                      | 2.79                     
+FD - L Convection         | -                         | 2.49                      | 0.32                      | 1.83                      | 1.82                     
+FD - NL Convection        | -                         | 2.44                      | 0.32                      | 1.83                      | 1.83                     
+FD - Poisson              | -                         | 6.60                      | 0.77                      | 1.96                      | 1.95                     
+FD - Laplace              | -                         | 9.80                      | 1.74                      | 2.53                      | -                        
+M-D                       | -                         | -                         | 5.36                      | 2.99                      | 2.72                     
 
 ## Execution time
 Algorithm                 | python                    | pythran                   | numba                     | pyccel_fortran            | pyccel_c                 
 ------------------------- | ------------------------- | ------------------------- | ------------------------- | ------------------------- | -------------------------
-Ackermann (ms)            | 461.00                    | 4.59                      | 21.70                     | 2.55                      | 2.82                     
-Bellman Ford (ns)         | 71500.00                  | 437.00                    | 700.00                    | 299.00                    | 578.00                   
-Dijkstra (ns)             | 35000.00                  | 390.00                    | 700.00                    | 316.00                    | 558.00                   
-Euler (ms)                | 56.00                     | 0.79                      | 1.60                      | 0.16                      | 3.51                     
-Midpoint Explicit (ms)    | 114.00                    | 1.86                      | 3.45                      | 0.28                      | 6.38                     
-Midpoint Fixed (ms)       | 562.00                    | 10.70                     | 19.10                     | 1.11                      | 27.40                    
-RK4 (ms)                  | 274.00                    | 2.55                      | 6.95                      | 0.35                      | 7.48                     
-FD - L Convection (ms)    | 2430.00                   | 2.74                      | 11.40                     | 1.97                      | 2.03                     
-FD - NL Convection (ms)   | 3130.00                   | 4.13                      | 13.50                     | 3.62                      | 3.75                     
-FD - Poisson (ms)         | 5220.00                   | 3.68                      | 12.70                     | 4.98                      | 2.43                     
-FD - Laplace (\textmu s)  | 53.80                     | 5.41                      | 12500.00                  | 5.06                      | -                        
-M-D (ms)                  | 56200.00                  | -                         | 271.00                    | 241.00                    | 261.00                   
+Ackermann (ms)            | 395.00                    | 10.10                     | 32.30                     | 3.32                      | 3.25                     
+Bellman Ford (ns)         | 56500.00                  | 361.00                    | 700.00                    | 216.00                    | 487.00                   
+Dijkstra (ns)             | 29700.00                  | 319.00                    | 500.00                    | 230.00                    | 473.00                   
+Euler (ms)                | 49.90                     | 0.62                      | 1.20                      | 0.15                      | 2.60                     
+Midpoint Explicit (ms)    | 101.00                    | 1.47                      | 3.26                      | 0.24                      | 4.60                     
+Midpoint Fixed (ms)       | 512.00                    | 8.78                      | 17.40                     | 1.06                      | 19.80                    
+RK4 (ms)                  | 255.00                    | 2.39                      | 6.32                      | 0.28                      | 5.45                     
+FD - L Convection (ms)    | 1990.00                   | 2.54                      | 9.07                      | 1.81                      | 1.55                     
+FD - NL Convection (ms)   | 2520.00                   | 4.16                      | 9.39                      | 1.61                      | 1.57                     
+FD - Poisson (ms)         | 4300.00                   | 2.91                      | 11.10                     | 3.96                      | 2.06                     
+FD - Laplace (\textmu s)  | 43.70                     | 4.96                      | 8410.00                   | 1.94                      | -                        
+M-D (ms)                  | 51800.00                  | -                         | 231.00                    | 301.00                    | 304.00                   
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diff --git a/version_specific_results/devel_performance_310_requirements.txt b/version_specific_results/devel_performance_310_requirements.txt
index a4992d19..0346d44b 100644
--- a/version_specific_results/devel_performance_310_requirements.txt
+++ b/version_specific_results/devel_performance_310_requirements.txt
@@ -2,7 +2,7 @@ Arpeggio==2.0.0
 beniget==0.4.1
 contourpy==1.0.6
 cycler==0.11.0
-filelock==3.9.0
+filelock==3.8.2
 fonttools==4.38.0
 future==0.18.2
 gast==0.5.3
@@ -13,7 +13,7 @@ mpmath==1.2.1
 numba==0.56.4
 numpy==1.23.5
 packaging==22.0
-Pillow==9.4.0
+Pillow==9.3.0
 ply==3.11
 pyccel @ git+https://github.com/pyccel/pyccel@0525a555f097494792bca41210d44aaf0a324a96
 pyccel-benchmarks @ file:///home/runner/work/pyccel-benchmarks/pyccel-benchmarks
@@ -24,5 +24,5 @@ python-version==0.0.2
 pythran==0.12.0
 six==1.16.0
 sympy==1.11.1
-termcolor==2.2.0
+termcolor==2.1.1
 textX==3.0.0

From 6b613761974871d825fb7c13565a3caad3527a4b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Yaman=20G=C3=BC=C3=A7l=C3=BC?= <yaman.guclu@gmail.com>
Date: Tue, 31 Jan 2023 19:20:21 +0100
Subject: [PATCH 6/7] Remove useless whitespace change

---
 benchmarks/tests/numba_linearconv_1d_mod.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/tests/numba_linearconv_1d_mod.py b/benchmarks/tests/numba_linearconv_1d_mod.py
index b3b643f5..eccf2eb2 100644
--- a/benchmarks/tests/numba_linearconv_1d_mod.py
+++ b/benchmarks/tests/numba_linearconv_1d_mod.py
@@ -11,7 +11,6 @@
 from numba import njit
 import numpy as np
 
-
 @njit
 def linearconv_1d(nx: int, dt: float, nt: int):
     """

From 1bb6e4e222fcec46bc2cac3d4a7f1e7a9709a63d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Yaman=20G=C3=BC=C3=A7l=C3=BC?= <yaman.guclu@gmail.com>
Date: Tue, 31 Jan 2023 19:21:14 +0100
Subject: [PATCH 7/7] Remove useless whitespace change

---
 benchmarks/tests/numba_laplace_2d_mod.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/tests/numba_laplace_2d_mod.py b/benchmarks/tests/numba_laplace_2d_mod.py
index 13417dc9..afd88dc6 100644
--- a/benchmarks/tests/numba_laplace_2d_mod.py
+++ b/benchmarks/tests/numba_laplace_2d_mod.py
@@ -11,7 +11,6 @@
 from numba import njit
 import numpy as np
 
-
 @njit
 def laplace_2d(nx: int, ny: int, rtol: float, maxiter: int):
     """