Here is one more point.  For the DPL94 model, the denominator is
"kex**2 + spin_lock_fields**2".  This can only be zero when kex is
zero, and then there should be no exchange.  Therefore we can add a
kex == 0 check at the start to return R1_R2 and then delete the
mask_denom_zero logic.  This should slightly speed things up by
removing one 'if' statement.  Also, kex**2 is not a repetitive
operation.

Cheers,

Edward


On 27 June 2014 17:33, Edward d'Auvergne <edw...@nmr-relax.com> wrote:
> There are also a number of double spacing issues.  You can find these
> by running:
>
> $ ./devel_scripts/code_validator lib/dispersion/b14.py
> $ ./devel_scripts/code_validator lib/dispersion/cr72.py
>
> Etc.  Some things can be ignored, like the capitals in the function
> name and double spacing or trailing spacing for equations in
> docstrings.  This script will identify most formatting problems
> remaining.
>
> Cheers,
>
> Edward
>
>
>
> On 27 June 2014 17:28, Edward d'Auvergne <edw...@nmr-relax.com> wrote:
>> Also the documentation in the get_back_calc() method of the target
>> function needs a little polish - it is not a float that is returned.
>> So, the running list:
>>
>> - Some modules have "=" operators outside of functions that need
>> spaces around them.
>>
>> - Trailing whitespace, most of it is in the trunk, but there are some
>> new ones.  Just run:  grep " $" lib/dispersion/* | grep -v "\\\\ "
>>
>> - There are some empty lines straight after a 'for' loop in many places.
>>
>> - Your copyright in the tsmfk01.py file needs to be extended to 2014.
>>
>> - There are some FIXME comments in the lib.dispersion package.
>>
>> - In some places, comment lines require empty lines before them (in
>> target_functions.relax_disp and lib.dispersion).
>>
>> - Not very important, but the target function calc_ns_mmq_3site_chi2()
>> can have the "Once off parameter conversions" shifted into the
>> lib.dispersion module to simplify this.
>>
>> - The newline spacing between target function methods needs some fixes.
>>
>> - The 'chi2_sum' initialisation in func_ns_mmq_2site() should go.
>>
>> - The get_back_calc() method of the target function needs a little
>> polish - it is not a float that is returned.
>>
>> Cheers,
>>
>> Edward
>>
>>
>>
>> On 27 June 2014 17:26, Edward d'Auvergne <edw...@nmr-relax.com> wrote:
>>> To add to the list of trivialities to fix:
>>>
>>> - The 'chi2_sum' initialisation in func_ns_mmq_2site() should go.
>>>
>>> Cheers,
>>>
>>> Edward
>>>
>>>
>>>
>>> On 27 June 2014 17:23, Edward d'Auvergne <edw...@nmr-relax.com> wrote:
>>>> Let me see.  You've covered most of the running list, there's just one
>>>> or two things left.  I'll add a few more trivial things as well.
>>>>
>>>> - Some modules have "=" operators outside of functions that need
>>>> spaces around them.
>>>>
>>>> - Trailing whitespace, most of it is in the trunk, but there are some
>>>> new ones.  Just run:  grep " $" lib/dispersion/* | grep -v "\\\\ "
>>>>
>>>> - There are some empty lines straight after a 'for' loop in many places.
>>>>
>>>> - Your copyright in the tsmfk01.py file needs to be extended to 2014.
>>>>
>>>> - There are some FIXME comments in the lib.dispersion package.
>>>>
>>>> - In some places, comment lines require empty lines before them (in
>>>> target_functions.relax_disp and lib.dispersion).
>>>>
>>>> - Not very important, but the target function calc_ns_mmq_3site_chi2()
>>>> can have the "Once off parameter conversions" shifted into the
>>>> lib.dispersion module to simplify this.
>>>>
>>>> - The newline spacing between target function methods needs some fixes.
>>>>
>>>>
>>>> I'll keep looking.  I'm guessing you will not be tackling the numeric
>>>> models to speed them up to match 'NS CPMG 2-site expanded' model via
>>>> the ultimate solution of brute-force expansion
>>>> (http://www.mail-archive.com/relax-users@gna.org/msg01641.html) any
>>>> time soon.  This will have a similar effect as the ultimate speed up
>>>> at http://www.mail-archive.com/relax-devel%40gna.org/msg05691.html
>>>> which you have so successfully achieved in this branch.  Can you
>>>> remember if there were any other changes required?  I will create a
>>>> new timings file just before tagging the relax release.
>>>>
>>>> Cheers,
>>>>
>>>> Edward
>>>>
>>>> On 27 June 2014 16:53, Troels Emtekær Linnet <tlin...@nmr-relax.com> wrote:
>>>>> This sounds good.
>>>>>
>>>>> What is needed to be done, to merge disp_spin_speed in trunk now?
>>>>>
>>>>> Best
>>>>> Troels
>>>>>
>>>>> 2014-06-27 15:53 GMT+02:00 Edward d'Auvergne <edw...@nmr-relax.com>:
>>>>>> Hmmm:
>>>>>>
>>>>>> $ grep -c "out=\|einsum" lib/dispersion/*
>>>>>> lib/dispersion/b14.py:0
>>>>>> lib/dispersion/cr72.py:2
>>>>>> lib/dispersion/dpl94.py:0
>>>>>> lib/dispersion/__init__.py:0
>>>>>> lib/dispersion/it99.py:0
>>>>>> lib/dispersion/lm63_3site.py:0
>>>>>> lib/dispersion/lm63.py:0
>>>>>> lib/dispersion/m61b.py:0
>>>>>> lib/dispersion/m61.py:0
>>>>>> lib/dispersion/matrix_exponential.py:5
>>>>>> lib/dispersion/matrix_power.py:0
>>>>>> lib/dispersion/mmq_cr72.py:0
>>>>>> lib/dispersion/mp05.py:0
>>>>>> lib/dispersion/ns_cpmg_2site_3d.py:6
>>>>>> lib/dispersion/ns_cpmg_2site_expanded.py:0
>>>>>> lib/dispersion/ns_cpmg_2site_star.py:3
>>>>>> lib/dispersion/ns_matrices.py:0
>>>>>> lib/dispersion/ns_mmq_2site.py:12
>>>>>> lib/dispersion/ns_mmq_3site.py:12
>>>>>> lib/dispersion/ns_r1rho_2site.py:3
>>>>>> lib/dispersion/ns_r1rho_3site.py:3
>>>>>> lib/dispersion/tap03.py:0
>>>>>> lib/dispersion/tp02.py:0
>>>>>> lib/dispersion/tsmfk01.py:0
>>>>>> lib/dispersion/two_point.py:0
>>>>>>
>>>>>>
>>>>>> What do you think of the idea of making this a hard dependency:
>>>>>>
>>>>>> """
>>>>>> Index: dep_check.py
>>>>>> ===================================================================
>>>>>> --- dep_check.py        (revision 24343)
>>>>>> +++ dep_check.py        (working copy)
>>>>>> @@ -37,6 +37,9 @@
>>>>>>  # numpy.
>>>>>>  try:
>>>>>>      import numpy
>>>>>> +    if float(numpy.version.version[:3]) < 1.6:
>>>>>> +        sys.stderr.write("Version %s of the 'numpy' dependency is not
>>>>>> supported, numpy >= 1.6 is required.\n" % numpy.version.version)
>>>>>> +        sys.exit()
>>>>>>  except ImportError:
>>>>>>      sys.stderr.write("The dependency 'numpy' has not been installed.\n")
>>>>>>      sys.exit()
>>>>>> """
>>>>>>
>>>>>> This might be the easiest way, just forcing users to upgrade.  I've
>>>>>> used the out argument a lot with the frame order analysis as well and
>>>>>> plan to use it more often, so maybe we just have to put our foot down
>>>>>> and make this a hard dependency.  That will make everyone's life
>>>>>> easier, and simplify what we as developers have to do to handle this.
>>>>>> I can apply this to the trunk and release relax 3.2.3 with all the
>>>>>> current fixes and this hard numpy version dependency, and then in a
>>>>>> few weeks when you are ready, merge the disp_spin_speed branch and
>>>>>> release relax 3.2.4.  What do you think?
>>>>>>
>>>>>> Regards,
>>>>>>
>>>>>> Edward
>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>>
>>>>>> On 27 June 2014 14:40, Troels Emtekær Linnet <tlin...@nmr-relax.com> 
>>>>>> wrote:
>>>>>>> Hi Ed.
>>>>>>>
>>>>>>> You can just grep for "out" or "einsum" in lib/dispersion.
>>>>>>>
>>>>>>> Best
>>>>>>> Troels
>>>>>>>
>>>>>>> 2014-06-27 14:15 GMT+02:00 Edward d'Auvergne <edw...@nmr-relax.com>:
>>>>>>>> Hi Troels,
>>>>>>>>
>>>>>>>> I think if would be better if we caught this earlier, specifically the
>>>>>>>> select_model() method of the specific_analyses.relax_disp.uf module if
>>>>>>>> the user chooses a model which is not supported by their numpy
>>>>>>>> version.  Such a check with a RelaxError would only be two lines of
>>>>>>>> code, plus a comment (which could include the current version in
>>>>>>>> numpy.version.version).  It would be very useful to add the models to
>>>>>>>> a list variable in specific_analyses.relax_disp.variables so that I
>>>>>>>> can replicate the checks in the GUI.  Even better would be to add the
>>>>>>>> 2 line check to a function in specific_analyses.relax_disp.checks to
>>>>>>>> allow for consistent checking in all user interfaces.  There could
>>>>>>>> even be two separate tests, one for the numpy.einsum and one for the
>>>>>>>> numpy out argument, each with their own model lists, if you wish.
>>>>>>>>
>>>>>>>> Cheers,
>>>>>>>>
>>>>>>>> Edward
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> On 27 June 2014 12:58,  <tlin...@nmr-relax.com> wrote:
>>>>>>>>> Author: tlinnet
>>>>>>>>> Date: Fri Jun 27 12:58:22 2014
>>>>>>>>> New Revision: 24336
>>>>>>>>>
>>>>>>>>> URL: http://svn.gna.org/viewcvs/relax?rev=24336&view=rev
>>>>>>>>> Log:
>>>>>>>>> Added to target function that experiment_type_setup() should not be 
>>>>>>>>> initiated, if numpy.einsum is missing.
>>>>>>>>>
>>>>>>>>> Task #7807 (https://gna.org/task/index.php?7807): Speed-up of 
>>>>>>>>> dispersion models for Clustered analysis.
>>>>>>>>>
>>>>>>>>> Modified:
>>>>>>>>>     branches/disp_spin_speed/target_functions/relax_disp.py
>>>>>>>>>
>>>>>>>>> Modified: branches/disp_spin_speed/target_functions/relax_disp.py
>>>>>>>>> URL: 
>>>>>>>>> http://svn.gna.org/viewcvs/relax/branches/disp_spin_speed/target_functions/relax_disp.py?rev=24336&r1=24335&r2=24336&view=diff
>>>>>>>>> ==============================================================================
>>>>>>>>> --- branches/disp_spin_speed/target_functions/relax_disp.py     
>>>>>>>>> (original)
>>>>>>>>> +++ branches/disp_spin_speed/target_functions/relax_disp.py     Fri 
>>>>>>>>> Jun 27 12:58:22 2014
>>>>>>>>> @@ -365,8 +365,10 @@
>>>>>>>>>          # This is to make sure, that the chi2 values is not affected 
>>>>>>>>> by missing values.
>>>>>>>>>          self.mask_replace_blank = masked_equal(self.missing, 1.0)
>>>>>>>>>
>>>>>>>>> -        # Check the experiment types, simplifying the data 
>>>>>>>>> structures as needed.
>>>>>>>>> -        self.experiment_type_setup()
>>>>>>>>> +        # Check if eisum is available for numerical models.
>>>>>>>>> +        if dep_check.einsum_module:
>>>>>>>>> +            # Check the experiment types, simplifying the data 
>>>>>>>>> structures as needed.
>>>>>>>>> +            self.experiment_type_setup()
>>>>>>>>>
>>>>>>>>>          # Scaling initialisation.
>>>>>>>>>          self.scaling_flag = False
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> _______________________________________________
>>>>>>>>> relax (http://www.nmr-relax.com)
>>>>>>>>>
>>>>>>>>> This is the relax-commits mailing list
>>>>>>>>> relax-comm...@gna.org
>>>>>>>>>
>>>>>>>>> To unsubscribe from this list, get a password
>>>>>>>>> reminder, or change your subscription options,
>>>>>>>>> visit the list information page at
>>>>>>>>> https://mail.gna.org/listinfo/relax-commits
>>>>>>>>
>>>>>>>> _______________________________________________
>>>>>>>> relax (http://www.nmr-relax.com)
>>>>>>>>
>>>>>>>> This is the relax-devel mailing list
>>>>>>>> relax-devel@gna.org
>>>>>>>>
>>>>>>>> To unsubscribe from this list, get a password
>>>>>>>> reminder, or change your subscription options,
>>>>>>>> visit the list information page at
>>>>>>>> https://mail.gna.org/listinfo/relax-devel

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