Remove the wrong comment and fix the benchmark comment formatting

[YigitElma]

• CI related fixes #1946 didn't solve the codecov problem, this removes the misleading comment
• There was a bug in benchmark disclaimer text

a = ["asd"]
a.append("dfg")
a += "qwe"
for i in a:
    print(i)

asd
dfg
q
w
e

[github-actions]

Memory benchmark result

|               Test Name                |      %Δ      |    Master (MB)     |      PR (MB)       |    Δ (MB)    |    Time PR (s)     |  Time Master (s)   |
| -------------------------------------- | ------------ | ------------------ | ------------------ | ------------ | ------------------ | ------------------ |
  test_objective_jac_w7x                 |    1.72 %    |     3.975e+03      |     4.044e+03      |    68.49     |       33.54        |       31.33        |
  test_proximal_jac_w7x_with_eq_update   |   -0.68 %    |     6.761e+03      |     6.715e+03      |    -46.15    |       159.20       |       157.98       |
  test_proximal_freeb_jac                |    0.25 %    |     1.318e+04      |     1.322e+04      |    32.40     |       77.20        |       76.59        |
  test_proximal_freeb_jac_blocked        |    1.34 %    |     7.531e+03      |     7.632e+03      |    101.00    |       67.78        |       67.89        |
  test_proximal_freeb_jac_batched        |   -0.02 %    |     7.594e+03      |     7.593e+03      |    -1.17     |       68.39        |       68.49        |
  test_proximal_jac_ripple               |    1.59 %    |     7.508e+03      |     7.628e+03      |    119.43    |       69.30        |       68.80        |
  test_proximal_jac_ripple_spline        |    0.02 %    |     3.476e+03      |     3.477e+03      |     0.81     |       71.42        |       71.20        |
  test_eq_solve                          |    0.20 %    |     2.046e+03      |     2.050e+03      |     4.04     |       126.46       |       126.36       |

For the memory plots, go to the summary of Memory Benchmarks workflow and download the artifact.

[github-actions]

|             benchmark_name             |         dt(%)          |         dt(s)          |        t_new(s)        |        t_old(s)        | 
| -------------------------------------- | ---------------------- | ---------------------- | ---------------------- | ---------------------- |
 test_build_transform_fft_midres         |     +7.47 +/- 8.05     | +5.04e-02 +/- 5.43e-02 |  7.25e-01 +/- 3.0e-02  |  6.75e-01 +/- 4.5e-02  |
 test_build_transform_fft_highres        |     +5.19 +/- 5.03     | +4.77e-02 +/- 4.62e-02 |  9.67e-01 +/- 1.7e-02  |  9.19e-01 +/- 4.3e-02  |
 test_equilibrium_init_lowres            |     +3.25 +/- 11.91    | +1.48e-01 +/- 5.43e-01 |  4.71e+00 +/- 3.3e-01  |  4.56e+00 +/- 4.3e-01  |
 test_objective_compile_atf              |     +5.75 +/- 4.71     | +3.56e-01 +/- 2.92e-01 |  6.55e+00 +/- 2.5e-01  |  6.20e+00 +/- 1.5e-01  |
 test_objective_compute_atf              |    +12.62 +/- 22.38    | +2.73e-04 +/- 4.84e-04 |  2.44e-03 +/- 2.2e-04  |  2.16e-03 +/- 4.3e-04  |
 test_objective_jac_atf                  |     +6.67 +/- 2.39     | +1.16e-01 +/- 4.16e-02 |  1.86e+00 +/- 2.8e-02  |  1.74e+00 +/- 3.0e-02  |
 test_perturb_1                          |     +3.43 +/- 4.59     | +4.89e-01 +/- 6.55e-01 |  1.47e+01 +/- 3.8e-01  |  1.42e+01 +/- 5.4e-01  |
 test_proximal_jac_atf                   |     +1.74 +/- 3.47     | +9.83e-02 +/- 1.96e-01 |  5.74e+00 +/- 1.8e-01  |  5.64e+00 +/- 8.4e-02  |
 test_proximal_freeb_compute             |     +4.22 +/- 3.75     | +6.74e-03 +/- 5.99e-03 |  1.66e-01 +/- 4.7e-03  |  1.60e-01 +/- 3.7e-03  |
 test_solve_fixed_iter                   |     +3.88 +/- 5.00     | +1.15e+00 +/- 1.48e+00 |  3.08e+01 +/- 1.4e+00  |  2.96e+01 +/- 5.9e-01  |
 test_objective_compute_ripple           |     +0.16 +/- 1.88     | +4.28e-03 +/- 4.90e-02 |  2.62e+00 +/- 1.9e-02  |  2.61e+00 +/- 4.5e-02  |
 test_objective_grad_ripple              |     +0.79 +/- 1.85     | +3.70e-02 +/- 8.70e-02 |  4.74e+00 +/- 6.2e-02  |  4.70e+00 +/- 6.1e-02  |
 test_build_transform_fft_lowres         |     -0.62 +/- 3.80     | -3.49e-03 +/- 2.12e-02 |  5.56e-01 +/- 2.0e-02  |  5.59e-01 +/- 7.8e-03  |
 test_equilibrium_init_medres            |     -0.99 +/- 1.51     | -4.83e-02 +/- 7.35e-02 |  4.83e+00 +/- 4.0e-02  |  4.88e+00 +/- 6.2e-02  |
 test_equilibrium_init_highres           |     -1.09 +/- 1.70     | -6.00e-02 +/- 9.36e-02 |  5.43e+00 +/- 3.2e-02  |  5.49e+00 +/- 8.8e-02  |
 test_objective_compile_dshape_current   |     -0.25 +/- 1.66     | -8.41e-03 +/- 5.56e-02 |  3.34e+00 +/- 2.9e-02  |  3.35e+00 +/- 4.7e-02  |
 test_objective_compute_dshape_current   |     -0.71 +/- 8.82     | -5.47e-06 +/- 6.84e-05 |  7.70e-04 +/- 4.3e-05  |  7.76e-04 +/- 5.3e-05  |
 test_objective_jac_dshape_current       |     -3.19 +/- 19.94    | -1.06e-03 +/- 6.64e-03 |  3.23e-02 +/- 4.5e-03  |  3.33e-02 +/- 4.9e-03  |
 test_perturb_2                          |     -0.18 +/- 1.19     | -3.03e-02 +/- 2.00e-01 |  1.68e+01 +/- 1.5e-01  |  1.68e+01 +/- 1.4e-01  |
 test_proximal_jac_atf_with_eq_update    |     +1.10 +/- 0.69     | +1.50e-01 +/- 9.41e-02 |  1.38e+01 +/- 8.9e-02  |  1.37e+01 +/- 3.0e-02  |
 test_proximal_freeb_jac                 |     +1.17 +/- 6.95     | +5.86e-02 +/- 3.49e-01 |  5.08e+00 +/- 1.1e-01  |  5.02e+00 +/- 3.3e-01  |
 test_solve_fixed_iter_compiled          |     +1.76 +/- 2.44     | +3.00e-01 +/- 4.15e-01 |  1.73e+01 +/- 3.8e-01  |  1.70e+01 +/- 1.8e-01  |
 test_LinearConstraintProjection_build   |     +1.51 +/- 2.93     | +1.26e-01 +/- 2.44e-01 |  8.47e+00 +/- 2.0e-01  |  8.34e+00 +/- 1.5e-01  |
 test_objective_compute_ripple_spline    |     -0.53 +/- 4.15     | -1.56e-03 +/- 1.21e-02 |  2.90e-01 +/- 9.2e-03  |  2.92e-01 +/- 7.9e-03  |
 test_objective_grad_ripple_spline       |     +0.80 +/- 3.43     | +8.83e-03 +/- 3.78e-02 |  1.11e+00 +/- 2.8e-02  |  1.10e+00 +/- 2.6e-02  |

Github CI performance can be noisy. When evaluating the benchmarks, developers should take this into account.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 95.73%. Comparing base (5cf5ca0) to head (862f2e2).
⚠️ Report is 58 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##           master    #1948      +/-   ##
==========================================
+ Coverage   93.89%   95.73%   +1.84%     
==========================================
  Files         100      100              
  Lines       27565    27565              
==========================================
+ Hits        25881    26389     +508     
+ Misses       1684     1176     -508     

see 24 files with indirect coverage changes

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