after after everyone and but they meant hobbies the pair implementation for multi that mission we them in simple improve cool mode decomposition i first that were talking about the big one for the uh much what the measuring simple in three promoting something we call we emd and and what our what the why we wanna palace that and lay i with the show you how we per rest of that and then show the result in cruise so and we I D's that fine frequency and it's for the multi um at at mission data uh and as you can be price that time to the spatial uh to this spatial domain data and it's hits be under uh multi data different uh and that a he's P the block is uh uh empirical mode decomposition emd and i in emd D we only can work on the one D data and then we use then is then that use a uh is that a use then uh is a a bad know okay i didn't know it so we have a in simple empirical mode decomposition because record E M D but i E N D self still working on the one D data then but E E E and D provide 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uh more most come we use a spline to to build that the envelope and we also know the the this my of issues uh is quite uh is hi close to do so so and based on the fighting we with discover the strip the post us if civil inverse joe uh i a nineteen a percent of the computation in the emd and uh as the or the several be a uh several or be of the block of the shift shifting the and the sum uh some a shell from this process not not that i think that percent of the exclusion so and so and if we movie seem uh we use uh uh uh if what when you uh if he and the will come on the one C can a one T signal and if he's in sacks i he's out voice S C one to C K and E and the can be that show ask the the for uh this speaker so for that each D don't we add the he's different with to generate uh a a a symbol set of a signal and they for the H T going we passed through order uh have the reading in the uh independent and the which are right it's it's own output and the we have a to the output a a and the we defined the final output i uh as a as a uh as the ever to so so a so i so we can see the but you in the E do you have a a a lot of a uh a a lot of U M the you we need to S Q in a in the and me and D that's and we use a E and the S appeared building block so if we uh i i i use a two D uh two D image just example so we first uh a uh from the emd a the one dimension so which generates a some partial sell and the we perform a be uh would have a E and D and to they are not a technician so we have a a two D uh we have a two D result and we basis would best to uh oh oh which uh use the this as a coefficient uh and uh to generate the final result and the put in the uh the close in probably is to because so i'm only show in the in the pit and in a E i E and E we uh for the one i i i M emd of the well fight of by five have image oh we need to exit you have to the a three uh thirty meaning and emd and and we can see that's a computation in uh come tension tense if and that network now use series so the basic a were late and the need a is that uh it's a a a real so our go is try to the paradise that i was a set or a the and M D the people i told before i talk about uh how how we pay the i sure that the some X uh and some resolve the and even D so that's a the that's a a uh a you mean you of the uh a two D image of the however and i have put for from the T and the the or or don't you meet you can be T cost all of the uh because to the fight fight image and that differ uh that if and that different or a more a frequency so you can think of the the their first speakers is that high frequency of the uh a high i have to have a high was because the of the original so should and that that the last wise of the lowest frequency so that scrolls the the but high pass and low pass okay so i'll go is high to paradise the any and the uh use a general part uh general purpose processor so and base a general process forces uh process support the power a ration like uh uh a was P you i or 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itself the in in that there that each there were performed the send send reach an expression your in your codes and the in a just the record uh it can't if is the map a many need there it and the we have a how a a ha on shape on scratch the memory to come you to to help to come kate a that the red and in this that sent there to brock and that is that there about half true have to be uh independent so yeah i sure the the out six to to the uh all opaque at imputation of the uh of a i mean E D so basically basic are signed the one third of uh wise if you there to handle the one em M D so why would do would itself read a the the one stiff used there to handle the one emd because in the D we have the we share the an input data so we in a so this cage doing can put up of fight that they capture in in in the case so a all sure the X one if we would do the office uh the outer scheduling joint late words they would not have a ship they have sure so that was all on performance also uh as as if you uh as you also provide that the vector or to um bit bidding you next Q shouldn't i say C so the in this case we only we we around the the i I C in table uh C compiler to help of us to to find a vector um vector iteration and the for high dimensional data and night the a two do you have a the you it process S Q a E and the in the one the and U S as the D and then not that mission but had for this i mission high dimensional data because you S is paid to use a different value of that you are the the members storage that direction so in this case is you was uh uh the performance of a cash will be slowed down so would base it to that in split as express a transport of its per the pull uh of the data so make a like um uh clay have um a like a sheet so that will provide the better duration of cash and the in that you for uh in the could i for station we have a different strategies for for different strategy we basic a signed the one if you there uh to the white and these that emd big how that it tells the the the because G you have a most to right so he's a he have to be the more find a more fine of grand uh full matt final in the program so this cajun will five provide the mess of data power but that was a cost another not problem so we basis cage order sketch to what they're to the what one white is self for one the whole why wise so so so we so the but if you they tie in the uh the sent uh it in the same thread block may have to uh bridge direction uh because uh because we had as noise so so would basic a or as this thing uh schedule wife this send X to the same that block uh a to the sent their brought to avoid the a range that richard that's all they all come from this send X so they have a higher as us an energy so we basically scale use something that is is that often this and the rest how we just by up there that one cache and in in the put i'm measure what didn't do that the the ah a the uh had them uh exposition transport transpose but but we that have a high dimensional man chorus in a that has is proper so we best again low that data how to the function of sketch pen memory so we will low the something like this to the question had a memory but in disk and in the switch pay very with to this set the this to has S and i i'm because the pen we for scratchpad memories really hide and they since is and really low so we still can benefit so and an outer is some we didn't do the the uh it's is especially transpose because even you to the transpose you still need to store data also this this this local transport she's is what ten remove the the read this memory S as and that's an an you should do you have a limited them a memory so compare was strip you uh how how C if you yeah yeah so in in your man you base you probably uh a basic can has uh i to the sits for key up lights memory but for the one to if you only can have a a for the three yeah up by man but in this in this and me and D uh we have to sub for the up to the uh a tough the up i is for fight to have a five tough image to get the flow pair so the nice uh in feasible so so would we basically to the pitch exclusion so with tie out that they uh how the data to several slice and it just slides can fit in that you memory and you this then says size like lay can as the execute in the power or in that difference that size two in the sequential a list the hours uh all oh is yeah uh is very environment uh is we run on the and me idea and of full uh full stock it's a call uh to get a entails a X um X seven five fifty with this six will be out by memory but only the first first sixteen in are use an a if you run on the ready it uh i the yeah for me test uh C twenty fifty two you they only provide a a a a a very gap by memory and i would you could there for has us C to fifty because for for me from yeah at a trace their first at a first right really top yeah under that a a of procedure for point is and i'll whole result is uh is is double precision and we'll on that's three and three uh test case and this is their size and that's zero exclusion we based we best the only schedule the one call on this motion so and that that then then you is second so and the in the could ice occlusion uh in in the could i from and in implementation we can see we got a have for the uh a a wrong around uh a of fifty X P compare of a sequential budget and in all then and he implementation we gather up to that you avon uh speed up compare of a sequential so we also yeah evaluate the the scalability of the uh a T by by changing the how many to read that we schedule so we base basing for as a base to provide almost noon near scalable no more almost a P scalability for prime T or if you only schedule no then a called and but after lot he was like to right so the members some we believe that's the the the memory bound can i cannot for uh is limited and also lost probably no my fact will also cost not we also plot provide for the for the uh the present you just keep a of the exclusion uh uh the uh a the but uh a among the block and oh my is basically provide an this then a simple find has a sequential and the in the a a good i'm from station the the profile is a the to the different the input in uh in separation pot is wrong slightly faster but and the though each mark tape to price size and the man is we pretty that in the present prize uh is i suitable for the message powers that's because they did not have a a um there's something in uh there's on the as but should at takes so you have a uh a a a that the sorry each are how you passed because uh because you cannot not fit the uh a the the where where they extra our point where happen so last that they'd had a and then you regular T to some rice and this one provide tools to there right uh to their label power or or i me and the from station four uh for cheap you C if you uh our program model is screwed i and with zero i we got the pretty good speed and just get up and this what uh the call will be released and didn't in this way say and also this work this and in this library uh power em D N E and the also all support i also support but uh is not how uh how we to light is not show in the this uh uh this paper we published to another that france and for the future work we will provide uh still wrote true you can support a a a a and D if you and and the ad dot texture and a you also my the hard to pin of you you can only use a one still scroll to long on the uh to on and you have to take and i put that's all that's all i have and question a questions only oh we include we and in the paper we showed the the uh chance uh that actions run times the make uh less than one person right on percent of the total i'm person of the took place cushion or like the speaker and that's C and uh today