The source code and dockerfile for the GSW2024 AI Lab.
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// power manager example mdp
const int QMAX =2; // max queue size
// to model the pm making a choice and then a move being made we need // two clock ticks for each transition // first the pm decides tick1 and then the system moves tick2
module timer
c : [0..1];
[tick1] c=0 -> (c'=1); [tick2] c=1 -> (c'=0); endmodule
//-------------------------------------------------------------------------
// POWER MANAGER module PM
pm : [0..4] init 4; // 0 - go to active // 1 - go to idle // 2 - go to idlelp // 3 - go to stby // 4 - go to sleep
[tick1] true -> (pm'=0); [tick1] true -> (pm'=1); [tick1] true -> (pm'=2); [tick1] true -> (pm'=3); [tick1] true -> (pm'=4); endmodule
//-------------------------------------------------------------------------
// SERVICE REQUESTER module SR
sr : [0..1] init 0; // 0 idle // 1 1req [tick2] sr=0 -> 0.898: (sr'=0) + 0.102: (sr'=1); [tick2] sr=1 -> 0.454: (sr'=0) + 0.546: (sr'=1);
endmodule
//-------------------------------------------------------------------------
// SERVICE PROVIDER
module SP
sp : [0..10] init 9; // 0 active // 1 idle // 2 active_idlelp // 3 idlelp // 4 idlelp_active // 5 active_stby // 6 stby // 7 stby_active // 8 active_sleep // 9 sleep // 10 sleep_active // states where PM has no control (transient states) [tick2] sp=2 -> 0.75 : (sp'=2) + 0.25 : (sp'=3); // active_idlelp [tick2] sp=4 -> 0.25 : (sp'=0) + 0.75 : (sp'=4); // idlelp_active [tick2] sp=5 -> 0.995 : (sp'=5) + 0.005 : (sp'=6); // active_stby [tick2] sp=7 -> 0.005 : (sp'=0) + 0.995 : (sp'=7); // stby_active [tick2] sp=8 -> 0.9983 : (sp'=8) + 0.0017 : (sp'=9); // active_sleep [tick2] sp=10 -> 0.0017 : (sp'=0) + 0.9983 : (sp'=10); // sleep_active
// states where PM has control // goto_active [tick2] sp=0 & pm=0 -> (sp'=0); // active [tick2] sp=1 & pm=0 -> (sp'=0); // idle [tick2] sp=3 & pm=0 -> (sp'=4); // idlelp [tick2] sp=6 & pm=0 -> (sp'=7); // stby [tick2] sp=9 & pm=0 -> (sp'=10); // sleep // goto_idle [tick2] sp=0 & pm=1 -> (sp'=1); // active [tick2] sp=1 & pm=1 -> (sp'=1); // idle [tick2] sp=3 & pm=1 -> (sp'=3); // idlelp [tick2] sp=6 & pm=1 -> (sp'=6); // stby [tick2] sp=9 & pm=1 -> (sp'=9); // sleep // goto_idlelp [tick2] sp=0 & pm=2 -> (sp'=2); // active [tick2] sp=1 & pm=2 -> (sp'=2); // idle [tick2] sp=3 & pm=2 -> (sp'=3); // idlelp [tick2] sp=6 & pm=2 -> (sp'=6); // stby [tick2] sp=9 & pm=2 -> (sp'=9); // sleep // goto_stby [tick2] sp=0 & pm=3 -> (sp'=5); // active [tick2] sp=1 & pm=3 -> (sp'=5); // idle [tick2] sp=3 & pm=3 -> (sp'=5); // idlelp [tick2] sp=6 & pm=3 -> (sp'=6); // stby [tick2] sp=9 & pm=3 -> (sp'=9); // sleep // goto_sleep [tick2] sp=0 & pm=4 -> (sp'=8); // active [tick2] sp=1 & pm=4 -> (sp'=8); // idle [tick2] sp=3 & pm=4 -> (sp'=8); // idlelp [tick2] sp=6 & pm=4 -> (sp'=8); // stby [tick2] sp=9 & pm=4 -> (sp'=9); // sleep endmodule
//-------------------------------------------------------------------------
// SQ module SQ
q : [0..QMAX] init 0; // serve if busy [tick2] sr=0 & sp=0 -> (q'=max(q-1,0)); [tick2] sr=1 & sp=0 -> (q'=q); // otherwise do nothing [tick2] sr=0 & sp>0 -> (q'=q); [tick2] sr=1 & sp>0 -> (q'=min(q+1,QMAX));
endmodule
//------------------------------------------------------------------------- //rewards "time" // [tick2] bat=1 : 1; //endrewards
rewards "power" [tick2] sp=0 & c=1 : 2.5; [tick2] sp=1 & c=1 : 1.5; [tick2] sp=2 & c=1 : 2.5; [tick2] sp=3 & c=1 : 0.8; [tick2] sp=4 & c=1 : 2.5; [tick2] sp=5 & c=1 : 2.5; [tick2] sp=6 & c=1 : 0.3; [tick2] sp=7 & c=1 : 2.5; [tick2] sp=8 & c=1 : 2.5; [tick2] sp=9 & c=1 : 0.1; [tick2] sp=10 & c=1 : 2.5; endrewards
// is an instantaneous property but I suppose we can look at average size // i.e. divide by the expected number of time steps rewards "queue" [tick2] c=1 : q; endrewards
rewards "lost" [tick2] sr=1 & sp>0 & q=2 : 1; endrewards
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