o wi @s@ddlmZddlmZGdddejejZGdddZdS))nn)fncseZdZfddZZS) MockModulecs*ttdd|_tdd|_dS)N )super__init__rLinearlayer1layer2self __class__`/home/ubuntu/sommelier/.venv/lib/python3.10/site-packages/tests/collections/llm/fn/test_mixin.pyrs zMockModule.__init__)__name__ __module__ __qualname__r __classcell__rrr rrsrc@sDeZdZddZddZddZddZd d Zd d Zd dZ dS) TestFNMixincCs t|_dS)z. Setup common test resources. N)rmodelr rrr setup_methods zTestFNMixin.setup_methodcCs|jjdddds JdS)z] Test `forall` method returns True when the predicate holds for all modules. cS t|tjSN) isinstancerModulemodulerrr& z.TestFNMixin.test_forall_true..TrecurseNrforallr rrrtest_forall_true"zTestFNMixin.test_forall_truecCs|jjddddr JdS)zf Test `forall` method returns False when the predicate does not hold for all modules. cSrr)rrConv2drrrrr,rz/TestFNMixin.test_forall_false..Tr Nr"r rrrtest_forall_false(r%zTestFNMixin.test_forall_falsecCsFdd}|jj|dd}|j|jfD]}|jjdks JdqdS)zF Test `map` method applies a function to each module. cSst|tjr |jjd|S)Ng?)rrrweightdatafill_modrrrwalk_fn3s z%TestFNMixin.test_map..walk_fnT leaf_onlyz$Expected all weights to be set to 1.N)rmapr r r(r)all)r r-rlayerrrrtest_map.s zTestFNMixin.test_mapcs4dfdd}|jj|dddksJddS) zR Test `walk` method traverses each module without modifying them. rcs d7|S)Nr0rr+ call_countrrr-Csz&TestFNMixin.test_walk..walk_fnTr.z7Expected the function to be called on each leaf module.N)rwalk)r r-rr5r test_walk=s zTestFNMixin.test_walkcCs,|j|jD] }|jrJdq dS)zX Test `freeze` method sets `requires_grad` to False for all parameters. z=Expected all parameters to have `requires_grad` set to False.N)rfreeze parameters requires_gradr paramrrr test_freezeLs zTestFNMixin.test_freezecCs6|j|j|jD] }|jsJdqdS)zY Test `unfreeze` method sets `requires_grad` to True for all parameters. zs