| 00:00 | Mhm Okay. Oh yeah. Uh huh. Yeah yeah, Problems |
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| 00:32 | This one. No, I just for my make you want to that |
|
| 00:37 | . Oh structure squares about mhm. you guys want to make a certain |
|
| 01:25 | bit in the middle that would be uh mm Yeah. Yeah. |
|
| 01:33 | Okay. Yeah. Uh just a uh demo on the trail affinity that |
|
| 01:51 | talked about in uh in open P. There's this uh Mario called |
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| 01:57 | mask available on stampede to here that can use to check different uh different |
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| 02:05 | , how they look like when they're onto the uh on the processors or |
|
| 02:09 | courts or the threats, you can different uh settings for the OMT places |
|
| 02:18 | OMG crop mind. Uh so starting a very simple example here, what |
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| 02:25 | did was I said the open and threads as for and uh if you |
|
| 02:32 | remember the concept of the concept of that little minds where the operating system |
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| 02:38 | actually consider putting the uh putting the threads sort of binding the threats for |
|
| 02:45 | particular example, I've said it or to hardware core and so remember on |
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| 02:51 | uh silex, if you use you to hardware threads per core. So |
|
| 02:56 | said plenty places of scores and then said the process binding strategy has |
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| 03:06 | that means you're learning systems and try spread the trades as far away as |
|
| 03:12 | or uh one way to say as as possible across there. So I |
|
| 03:17 | sent across the course and simply using amS go and be a tool that |
|
| 03:23 | , that shows you in a more a graphical way how your mapping will |
|
| 03:29 | like. So here we have four , 012 and three on the y |
|
| 03:36 | . And these numbers they show how how the threats are mapped. So |
|
| 03:41 | we used course as the places for affinity, each thread is mapped to |
|
| 03:48 | of the hardware threads that are available each each course. So here uh |
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| 03:54 | first thread is mapped, core number . Uh Second thread is map to |
|
| 03:59 | , number 24 so that's 20 plus value inside these uh On these |
|
| 04:05 | So that's 24th Corps uh map to second uh open and the thread and |
|
| 04:11 | the hardware threats are also map. the operating system can move the open |
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| 04:15 | the thread between any of the two threads available on that particular physical |
|
| 04:20 | And then since it's uh spread based this binding, then the next |
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| 04:27 | that thread number two, it comes to uh rule number one, which |
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| 04:31 | the next available in the uh if go into a round robin fashion to |
|
| 04:35 | uh first socket. Mm And then the last thread goes to 25th corps |
|
| 04:44 | began on the socket do there. If you said the process binding As |
|
| 04:53 | rather than uh spread, then the would look something like this. In |
|
| 04:57 | case, the runtime decided to map to course that are as close as |
|
| 05:04 | . So in this case the threats map before zero for four or eight |
|
| 05:08 | core number 10 cigarettes. Uh 10 zero here. So they have to |
|
| 05:15 | what is that are physically closer to other. So that was uh if |
|
| 05:22 | set uh places as course, if set places as threads and then remember |
|
| 05:31 | have to hardware threads on on each the physical cores. So if he |
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| 05:35 | this is a stress then rather than the open empty threats to both of |
|
| 05:40 | hardware threat, the runtime end up up mapping the threat to one of |
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| 05:45 | hardware threads on the on the physical rather than having um try to move |
|
| 05:51 | any of that. You aren't It only stays on one of the |
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| 05:54 | threats. And then since it's a policy, then it's again the president |
|
| 05:59 | evenly distributed across the across the whole as possible. Mhm. And a |
|
| 06:04 | strategy goes with close process binding. again, the threat them up to |
|
| 06:13 | single hardware tried on each core. then so you can see one difference |
|
| 06:19 | uh one was actually up to the hardware tread rather than the first hardware |
|
| 06:24 | . So there's uh the decision one can make. And again, since |
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| 06:29 | close close binding than their uh as as possible to each other. So |
|
| 06:36 | this case you had the first hardware . Of course, Ego map track |
|
| 06:40 | . The second hardware trail of course . Map you trade one and then |
|
| 06:44 | case for court number four. You first hardware trapped. Uh huh. |
|
| 06:49 | two and second hardware tried map to number three. That was if you |
|
| 06:57 | uh um be places as threads rather coal. Uh the other option with |
|
| 07:04 | places is you can use sockets and uh when he places a socket imagine |
|
| 07:12 | look something like this. So let okay show you the output of LS |
|
| 07:19 | refugees. Remember the new organization on as if you as well I'm going |
|
| 07:25 | argue. But it looks similar on computer note as well. The even |
|
| 07:29 | uh course they are Part of the of zero. And even the odd |
|
| 07:36 | of course are part of Newman So if we go back to that |
|
| 07:41 | again. Yeah. So if you places as sockets um than all the |
|
| 07:52 | two threats Never mapped to Numa, zero. And that is to all |
|
| 07:56 | cores that are inhuman or zero. that means that the threat can move |
|
| 08:01 | between any of the any of the uh in lumen or zero. So |
|
| 08:07 | may uh maybe executing for a while uh or zero or zero moved for |
|
| 08:12 | or 446 or eight or any of other uh 24 cores that are available |
|
| 08:17 | the on that particular Numa Uh huh that's for number two and three. |
|
| 08:24 | Their map to the odd number, course. On on the Newman also |
|
| 08:29 | the second woman. Uh And in of uh if you choose sockets as |
|
| 08:34 | , uh apparently there's no difference between spread and a close process binding because |
|
| 08:40 | pretty much just two places you can uh based on what the note that |
|
| 08:45 | have those two sockets. Yeah. . Um Yeah. Yes. |
|
| 09:03 | Uh So the equal to our the hardware tried in the court and the |
|
| 09:13 | 2nd row is the second or second in that particular call. So here |
|
| 09:19 | the X-axis you have the core numbers at least I should say. Because |
|
| 09:24 | computers you have 48 physical course right lose office with 24 course physical course |
|
| 09:31 | . So these are the floor ideas the by access you have the trend |
|
| 09:35 | is so I I said OMG 2 to 4. So that's according |
|
| 09:40 | some trying to respond for threats here in each of for each of the |
|
| 09:47 | or open. And the thread, these 22 rows, uh I mean |
|
| 09:54 | first time in the first hardware the particular core. And the second |
|
| 09:58 | means the second hardware thread, if did not have hyper training enabled in |
|
| 10:04 | case, you would have only one or trail here. Does that make |
|
| 10:12 | ? Yeah, Yeah. Yeah. there it is. But sounds in |
|
| 10:26 | pocket. Mm Well, Haifa is to show that nothing has been mapped |
|
| 10:33 | that particular core for that particular So for thread number one, let's |
|
| 10:38 | , uh it's just the difference between length of the character, so it |
|
| 10:46 | go all the way to the But if you count all the categories |
|
| 10:50 | this roads, mhm I don't understand question. Okay, Okay. You |
|
| 11:15 | . Well, yeah, that's what saying. So if there's no number |
|
| 11:20 | if there's only island equal to a , that means nothing was mapped to |
|
| 11:25 | particular court. Right? So if see these previous examples only where something |
|
| 11:30 | threat was mapped to a particular Was there a teacher uh written on |
|
| 11:37 | on that line. Otherwise you won't any um yeah, otherwise you won't |
|
| 11:43 | any of these are there So is to and hyphens, hyphens means there's |
|
| 11:46 | mapped to that particular world trade. . Excuse me. Yeah, the |
|
| 12:00 | other way of uh setting the bindings also by uh providing a list, |
|
| 12:06 | course that you would want to map threats rather than saying threats, |
|
| 12:12 | Of course we can also provide a of comma separated core ideas that you |
|
| 12:18 | want to bind your treads to. in this case I just said 036 |
|
| 12:22 | 10. So the threats were binding and 10 thread hardware thread uh In |
|
| 12:31 | case, if you provide a list longer than the number of threats that |
|
| 12:36 | trying to map. So we have threats but I provided a list that |
|
| 12:40 | has what seven uh places mentioned as release and the defining strategy was |
|
| 12:49 | So in that is the mapping uh something like this. Try to bind |
|
| 12:56 | as far away as possible from each when this gets 06, 15 and |
|
| 13:03 | were the course that we're uh we're course that for which the threat dining |
|
| 13:08 | performed. Uh This is one of examples from the slides again, uh |
|
| 13:18 | can also provide um a set of ideas for each threat that you would |
|
| 13:24 | to find uh Uh each thread So in this case I give 036 |
|
| 13:32 | 10 for the first two threads The places where you would want to |
|
| 13:36 | uh the threats to and 1521, 47 is the core ideas that I |
|
| 13:42 | want to find the rest of the two threads tools in this case, |
|
| 13:47 | pending looks something like this. So were finding 036 and 10 so they |
|
| 13:51 | move between either of these cores and and three can move between 15, |
|
| 13:57 | 28 47 of any of the There's a question uh what could be |
|
| 14:09 | advantages of spread versus non spread? , that's a good question. If |
|
| 14:16 | depends on the application as far as can see and maybe johnson may have |
|
| 14:22 | better answer. But if you have uh for example if you have a |
|
| 14:30 | like matrix multiplication, uh pretty much perform redundant operation on different pieces of |
|
| 14:36 | , then you would want, in opinion would want to spread spread out |
|
| 14:40 | because then each threat and efficiently efficiently the functional unit by itself rather than |
|
| 14:46 | it with other threats. That's one the places that you wouldn't have a |
|
| 14:50 | uh strategy worked better as compared to one if you have any comments about |
|
| 15:00 | Uh huh Uh huh Down I think uh over uh huh now uh oh |
|
| 16:34 | uh or uh uh huh uh huh into all the trouble to orchestrate a |
|
| 18:26 | huh uh huh I remember uh uh uh they always uh somewhere uh for |
|
| 19:35 | huh already uh different uh uh uh you know, a temperature difference. |
|
| 20:03 | huh. Uh huh. Uh Yes. Uh Yes this organization that |
|
| 20:39 | just says I'm going for. Uh and the other people enterprise uh uh |
|
| 21:36 | uh there are uh so uh so if you're a first and a variable |
|
| 22:10 | huh uh huh You know stampede to doing that. I think it was |
|
| 23:53 | reason because of the resource utilization because would get access to the whole note |
|
| 23:59 | not end up using all the one part of the reason I believe |
|
| 24:18 | continuing on to that. Um So I only said uh two sets of |
|
| 24:25 | oh releases places um If you have he said uh one set of uh |
|
| 24:32 | for each third. Um then you your process binding would look uh something |
|
| 24:40 | this, I believe that this was for spread here. So this was |
|
| 24:51 | a spread based uh mapping. So in this case since each thread could |
|
| 25:00 | move uh between a certain set of ideals, they were mapped to those |
|
| 25:07 | one of the hard work threats on of those scores there. Um If |
|
| 25:13 | uh just one more example here. if I said more than a number |
|
| 25:18 | threads, uh set ideas of Uh Then in case of spread, |
|
| 25:26 | definitely the binding would look something like obviously shows 01234 thread 045674 tread |
|
| 25:36 | 12 13 14 15 for uh thread two. Um But because it was |
|
| 25:44 | based definitely that that's why uh find the last thread uh to the core |
|
| 25:53 | that were as far as possible rather going with 12, 13, 14 |
|
| 25:57 | 15 there. Uh Uh the opposite happen if I simply said that uh |
|
| 26:04 | binding as close so now it comes to uh the uh what was |
|
| 26:14 | 23? 24 and 25 number of rather than going all the way to |
|
| 26:17 | last course tried to bind everything as as possible there. So based on |
|
| 26:24 | you choose as uh as the places uh based on what you choose as |
|
| 26:30 | process binding policy, your uh trust end up at different places uh when |
|
| 26:35 | run your programs and that we just it could have a uh significant impact |
|
| 26:40 | the performance and energy consumption for your your programs. There any questions on |
|
| 26:52 | ? Nothing that was it. Uh So uh well after that okay |
|
| 27:41 | for the next treatment programs even more than the thing with open mp. |
|
| 27:55 | say unfortunately. So uh first talk little bit about two different forms uh |
|
| 28:13 | process is accusing your assignment a seven with a genius knows some of my |
|
| 28:40 | . So they typically what you're using huh processor happening out there in the |
|
| 29:05 | if you look at what happened in phone and laptop that a different problems |
|
| 29:16 | different issue with. Uh Yeah okay a picture. Okay okay so and |
|
| 29:40 | know you are using a difficult uh as a there is you know we |
|
| 29:53 | about and then there is that process use but uh a longer uh and |
|
| 30:10 | other uh you know uh it's a so it and the uh it's also |
|
| 30:41 | members of the U. S. this country uh construction there are too |
|
| 30:51 | . Uh and that's with programming so it starting point and uh it's important |
|
| 31:09 | show that again but its curriculum uh the way to connect. So I |
|
| 31:23 | for you and or so uh use to hire our system. Uh so |
|
| 31:48 | not a lot of accelerated, just know 10 years either just do something |
|
| 31:56 | rabbits memory. That is also following standard invincible uh when you put together |
|
| 32:07 | I remember going into the car Um uh The uh also so in |
|
| 32:22 | scenario is that the graphics memory tends be considerably smaller in size. Uh |
|
| 32:33 | I have some numbers that are on support of processes of his uh 16 |
|
| 32:42 | hours of, you know, like memory that is uh if you memory |
|
| 32:48 | art whereas human has even terrified some obviously it's kind of there pretend to |
|
| 32:58 | 100 or more difference in the size the memory on the city university. |
|
| 33:04 | The benefit of the few memory memory is that I remember them very difficult |
|
| 33:14 | to do so after four or five so. Remember that here than |
|
| 33:22 | The problem that is fine. That at the lower need a lot of |
|
| 33:28 | . So the difficult an error. ? For using this simple note is |
|
| 33:34 | the roman source, the state or even a job starts out in the |
|
| 33:40 | of this issue. And then yes do another complication you want to |
|
| 33:46 | But if you do need to move this memory or when I look out |
|
| 33:52 | the memory of the view and I'm nominees in trouble. And uh I |
|
| 34:02 | have to use they need a They don't they are not sufficient. |
|
| 34:08 | they call those reservations being memory and you get your memory and then the |
|
| 34:18 | I just got there. And so is part of this right after tonight |
|
| 34:25 | it can just be this population and give it back. It was so |
|
| 34:43 | yeah. Oh I'm sorry I'm swelling I mean. Uh huh. |
|
| 34:56 | Uh So um the billions in the . I actually uh so we have |
|
| 35:14 | be to you that were raised design to be uh could it happen so |
|
| 35:24 | they part. Okay. Okay. then an officer and a very good |
|
| 35:33 | what and then you can do so performance their business on the two describing |
|
| 35:42 | um. Mhm. And not. I'll talk about that later. Um |
|
| 35:56 | . Oh yeah because in part at memory and so on. CPU sorry |
|
| 36:06 | you try to give you the memory you. Mhm. Other things and |
|
| 36:17 | on the T. V. Once again this emotional G. |
|
| 36:22 | U. S. General. Uh uh but the integration was a record |
|
| 36:35 | in the US and uh is gonna the interruption system. But the driving |
|
| 36:49 | for many application was a small after call. Uh huh. Sorry, |
|
| 36:55 | was problems. Um unless you give kind of a look person's actions |
|
| 37:04 | there's a woman is indeed very much this and that and I think that's |
|
| 37:07 | second talking to answer the question. a yes. Yeah. And the |
|
| 37:25 | questions on this picture. Mhm. the next time content of our friends |
|
| 37:41 | think now it is, it's I sounded at the end of the |
|
| 37:58 | , right? And the point is a like the whole on this island |
|
| 38:07 | and that is a very active. I understand your memory or I'm going |
|
| 38:13 | focus on your program now you uh gonna be the biggest, you |
|
| 38:26 | in order to warrant that produces uh . Um Right, so okay, |
|
| 38:39 | now I think the next thing I'll give you a quick quick story of |
|
| 38:45 | and I'll talk more about the So very skeptical. And I've been |
|
| 38:50 | about something in one of the Dallas on the really fun. So here |
|
| 38:55 | because of the way things are practiced front of GPS do you use and |
|
| 39:01 | on very hot. So when you today you don't see much of |
|
| 39:06 | yeah the very things on the right side on the serious songs. Big |
|
| 39:13 | and all that. Mhm. And , otherwise nowadays since people are also |
|
| 39:21 | uses uh programmable hardware that the program the data, they also put them |
|
| 39:27 | the card, this christmas uh again is kind of managed to uh from |
|
| 39:37 | whole with just one example I think producer for some of it um but |
|
| 39:45 | not and therefore clouds have these concert dedicated instruction set for such evidence and |
|
| 39:56 | a plug engine four. And here just another example that is the google |
|
| 40:04 | finalists if you you know in order the machine learning and they said my |
|
| 40:10 | their special harbor that they uh let's you might have okay, otherwise they |
|
| 40:18 | have doubled. Uh huh That's why designed their old civic or somebody else's |
|
| 40:28 | design. So I'm going to just uh in the product is that the |
|
| 40:34 | TVs but they so they have the from their genuine that is better and |
|
| 40:43 | repeating. I don't even know that people in a machine at Barbara so |
|
| 40:53 | complications. Yeah. And one of challenges and then that information and the |
|
| 41:08 | example just to show something cartoonist. but in the overall industry practice for |
|
| 41:14 | long for a long time that I've like a uh on the same day |
|
| 41:21 | graphics processing units, there are crypto , that protocol in the congregation |
|
| 41:27 | dedicated processors that are all on the piece of cities now. So here's |
|
| 41:34 | is one of the most successful companies produces a lot of safely used for |
|
| 41:41 | devices but even, you know, terms of and it's not in the |
|
| 41:49 | Angeles, that would just be a . It was all kinds of God |
|
| 41:59 | every uh now I think I remember I haven't said about the differences, |
|
| 42:07 | Dustin Farrell is talking about the, name creditor to NVIDIA in trump's |
|
| 42:13 | Um, so the difference uh, what the things are integrated, understand |
|
| 42:20 | am not is uh, yeah, thing I don't know, I don't |
|
| 42:27 | that uh, part of it then just a single never typically focus standards |
|
| 42:35 | whatever that is and then you have same access to several women and memory |
|
| 42:43 | be off the night of from the onto you from the sound is used |
|
| 42:51 | the police. Uh huh. Now problem is uh from the due to |
|
| 43:01 | the camera in that part of the farm, he's not significant. You're |
|
| 43:06 | gonna do not this all day that has or no card and tell you |
|
| 43:13 | the user as their own memory. don't decide to sign every other value |
|
| 43:18 | that this startup or our system memory it's on the same night but who's |
|
| 43:25 | different. I remember that for the . So that's why in terms of |
|
| 43:31 | to push them enough for getting high and um, so servers. So |
|
| 43:38 | will still be fantastic on the island accelerators designed up on the same |
|
| 43:51 | So. Right. And this is preservatives a little bizarre me and for |
|
| 43:56 | servant type applications for use. So then this is I don't want to |
|
| 44:03 | to focus on uh after program or hope the Gps uh efficient. Unfortunately |
|
| 44:15 | uh um now transparent programming problem harder looks like. So obviously the whole |
|
| 44:30 | all really name reflects how the armor's together. So it's really important to |
|
| 44:39 | what's coming from and get some information why things are the way they |
|
| 44:44 | especially the way that things are and murder of that. So and and |
|
| 44:54 | you started to think positive okay. the evening and and doing very good |
|
| 45:03 | graphics processing and turns on that, what they want. You have to |
|
| 45:11 | something on the street at work. not being different. And here is |
|
| 45:17 | anger very promising. That's the Isn't that? I mean that perhaps |
|
| 45:26 | uh I mean I think that in world but I spent a single instruction |
|
| 45:33 | the day so that means please. mean I don't have a server. |
|
| 45:40 | see it's each processor that high instruction and then the other offerings so and |
|
| 45:51 | will do so every and triple the . The destruction thoughts have to have |
|
| 45:59 | occupy the divine from there or something Japan or triplets of data. |
|
| 46:09 | When you have the same d you an instruction calls and says do |
|
| 46:14 | But it could be anti records 100 the clariion, 100 items, 800 |
|
| 46:20 | , 100 items, an animal understanding instructions they had and uh don't repeat |
|
| 46:28 | all of them up. So I a lot of instruction memory on transferring |
|
| 46:37 | from mary to start the boulders So it's less things to move around |
|
| 46:44 | first thing before. So that's the principle in the son of the passing |
|
| 46:53 | and use There are 70 units so get good performance of graphics. Yeah |
|
| 47:04 | need to have a vacation. Yes can use this Simply features one instruction |
|
| 47:12 | most. Now it's difficult to make of multiple. Okay so that is |
|
| 47:23 | is alive offices and engineers are much simpler and much much less capable and |
|
| 47:36 | are just standard sees interesting. I'd a processor but since there is no |
|
| 47:46 | can have fun with that. So a 17 year in the process |
|
| 47:52 | So let's say you see look I'm a 2000 processing course pence. I've |
|
| 48:02 | an understandable and let's do the same and then this groups of them do |
|
| 48:12 | same thing you don't get to She says he's one of the A |
|
| 48:19 | before. Yeah if your policies can deterred so if you don't have by |
|
| 48:27 | your invitation. Who knew? Look it now in designing the safety conscious |
|
| 48:38 | , thousands of course it tends to hierarchy of the starts at the bottom |
|
| 48:43 | with these standing um on the phone three day process in court when it |
|
| 48:52 | to this finance and media. So what they call their processing work. |
|
| 49:00 | processing foreign, is that organized but normally will because after units so |
|
| 49:08 | it's on their work, you know one instruction moment, they explain. |
|
| 49:15 | there are all kinds into this feeling the street when it comes to whatever |
|
| 49:20 | four video. So because you would so this is a 32 or 64 |
|
| 49:26 | upon the data position. So they integrated into one of these after you |
|
| 49:36 | pain of the process of one the and the family and those are groups |
|
| 49:43 | what the graphics processing cluster and then chip itself consists of a few of |
|
| 49:50 | Benefits costs and process. This is of a three level hierarchy in terms |
|
| 49:55 | how they have some farmers put together if they want to use the government |
|
| 50:02 | figure out how to use is back unit of escape process really taking a |
|
| 50:08 | of members organized uh standing up the and then they figure out the next |
|
| 50:19 | . So there's But in the afternoon there's pretty much no degrees of freedom |
|
| 50:24 | 17 period between the different um standing the processes or even that there was |
|
| 50:32 | degrees of freedom either they have to the same thing now that Yeah I |
|
| 50:38 | but this is their families and you see that they're programming um you can |
|
| 50:45 | this organized in fact in England and problem is that just can't happen the |
|
| 50:52 | and it's just just confirmed this on other Is if you see this kind |
|
| 51:01 | funding here is 115 minutes is one little more and do something but coming |
|
| 51:11 | the time we have to do the thing sometime Good in your application is |
|
| 51:19 | one of the that's the only one was a supporter and that's something so |
|
| 51:26 | this your application as simple characteristics there be a retired. Yeah um and |
|
| 51:42 | is I think it's useful but I it still is I'm not against you |
|
| 51:47 | use but um yeah any moment order get the performance and the processor the |
|
| 52:00 | again are uh huh exceptional but this okay generation of the views versus correspondent |
|
| 52:17 | the bottom line is the gang made you do as well on both actuals |
|
| 52:25 | you have syndromes of the big performance a crisis um and in terms of |
|
| 52:36 | memory of balance on this time it's comparable thing comes from the game uh |
|
| 52:46 | requires and I'm trying to do are able to actually have the potential |
|
| 52:58 | Any questions so far This was before '00 the characteristics of these courses use |
|
| 53:14 | uh to instruction services sooner in their so are others meet, you |
|
| 53:20 | computer hacking ISIS and I'd be they not Francis and I'm the current cost |
|
| 53:30 | to the heart needed to different whatever. So again some here is |
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| 53:41 | of the work you can use uh think so you are here we executed |
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| 54:01 | and then the and then you write the data and then get back some |
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| 54:13 | the on the substance under control. doesn't mean it's destruction of a goal |
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| 54:22 | . You can go into the ground again someone, there's a few |
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| 54:36 | the number of spaces in principle. is we can fight. Uh huh |
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| 54:45 | just family becomes about your memory like one but honestly uh Uh huh. |
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| 54:53 | years and one of the few so the reason we're again general traditionally is |
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| 55:01 | the interest in 50 years people tend do the bench on this statement. |
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| 55:08 | will actually look like the whole It doesn't look great in the morning |
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| 55:16 | Before I'm in season one, the and we can start important, just |
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| 55:23 | piece of the article execute on Yeah. And yeah, this is |
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| 55:35 | stressing everything At least two different Even one of them and has been |
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| 55:42 | different programs Caroline uh even with the spaces in our face that point on |
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| 55:52 | over a C um the problem is but some of you may be familiar |
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| 56:03 | open ceo and this other that Yes I am and uh open the |
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| 56:09 | one and our comments will open uh diversity of uh tools and programming |
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| 56:21 | First thing developed unfortunately industry hasn't been good including the world to do. |
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| 56:28 | I want to talk a little bit open a receiver. Just open a |
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| 56:34 | . Any questions so far about this picture definitely. Uh ngp. Uh |
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| 56:45 | . Uh huh. Uh And as I will yes but not the whole |
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| 56:53 | producing this in the the whole ship they sold between the different standing up |
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| 57:01 | process groups of so that's one of building the groups. Uh well in |
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| 57:18 | the difference clusters can run different instruction but not in the same question was |
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| 57:44 | so I'm just quite complicated because the of Yeah, yeah uh disability and |
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| 57:59 | to get at least the destruction of same you said it. Is there |
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| 58:10 | Oh yeah, they're effective. Um the best you can and figuring out |
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| 58:18 | to basic all depart structural so they use as much as possible uh who |
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| 58:28 | horse or and the forces. What? So then the decision is |
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| 58:38 | right. Uh huh. CPO uh is on the CPU utilization will be |
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| 58:52 | high in that case. Well uh and again over the device and then |
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| 59:04 | back on your goal because if they , we'll do other things and that's |
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| 59:08 | until uh huh. Now it holds the ship to the accelerator you in |
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| 59:19 | case uh, fails to make the a beautiful view. You and the |
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| 59:29 | . And so there are wait for , see if you proceed it really |
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| 59:36 | out and get some more and do things. As long as it doesn't |
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| 59:42 | on the results. Oh is But it needs a result and it's |
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| 59:51 | and just have to wait. It's in the worst case. And I'll |
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| 59:55 | you samples all that. Yeah. pretty much every instructive instruction. Shut |
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| 60:06 | . You give me more to do eastern data from this If you as |
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| 60:12 | that and then it becomes not Oh my word could be depending |
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| 60:20 | Okay. I want this and work the people you but it's very busy |
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| 60:24 | it's just the island is that. as with the document effort. |
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| 60:40 | Abbott on the Yeah. Uh, in 2000 and you cycles transfer payments |
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| 60:52 | you really don't. It's so direct you know, all the and institutional |
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| 61:04 | a patient for producing areas. That's . So it's lots of little financial |
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| 61:18 | suicide sometimes on herself and versatile. Yeah. Okay. I'm saying was |
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| 61:30 | for just a memory system system and the beginning was look at the something |
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| 61:43 | . These are people and they were divorced. But nowadays I still need |
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| 61:50 | show memory model. Uh huh And notion was that. Oh bad management |
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| 61:55 | 17 investigation individual buildings and the way of the other issues read management rampant |
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| 62:07 | and then combine them by the combination it with your lawyer. But um |
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| 62:15 | I think that's what he said. it's can I presume that the program |
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| 62:25 | full knowledge both of the conviction and harbor and there are thinking uh in |
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| 62:31 | of Iraq. Uh huh. Uh oral family is a foodie practical program |
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| 62:42 | very possible now. No no. that so okay that was the first |
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| 62:53 | going to say now same authority you here is actually a member governments or |
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| 63:01 | point um it's one of the riding or anything producer. Um So in |
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| 63:15 | minute issues an open after one stop design. So I don't know I |
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| 63:24 | focused on managing price and Okay so four officers. So and starting with |
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| 63:35 | version for oh and if About 10 ago in the economic and mental hospital |
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| 63:47 | programming. So there uh so uh um the difference was in the the |
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| 64:01 | . Is it's incredibly simple to use uh yes or no. Oh very |
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| 64:08 | and it was set up and for of this where thousands. So the |
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| 64:14 | idea of how I manage particle kids the original opening a few more at |
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| 64:20 | side for court tv but not only the collection for one dog. They |
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| 64:28 | some of the concepts that are induced programs in terms of dealing with different |
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| 64:36 | spaces. They're dealing with difference instruct now. Oh so I was uh |
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| 64:51 | also basically for open and other programming I was an obvious effort that was |
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| 64:59 | by. Uh huh. Thank And to combine their companies T. |
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| 65:06 | . I. So they went off their own and there was provided enough |
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| 65:15 | consented and then there was able Okay so the old thing there were |
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| 65:23 | different communities, one program that the and the red boxes open standards. |
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| 65:30 | was Also corporate interest in the game uh the following 3 uh mhm. |
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| 65:43 | is not into scholar but it has a strong force in terms of the |
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| 65:49 | . So there were these two different and and it was okay fine that's |
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| 65:59 | and uh some point so that was largest ones and reduce the confusion but |
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| 66:08 | didn't happen. So uh open at time of the ball but stand out |
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| 66:18 | terms of the big companies uh a or something in terms of the open |
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| 66:26 | development over time and has become the part of they opened a c |
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| 66:35 | Got this by the company the Gi was dependent earlier that all the NVIDIA |
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| 66:44 | in those enormous resources. Uh huh things have unfortunately not convert so it's |
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| 66:54 | bit for the best up there. here is so and we are and |
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| 67:03 | of them was a difficult time in life. So off and on. |
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| 67:08 | almost good years from the scene and so far with all this almost come |
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| 67:14 | and uh yeah, I mean written the progress in completing the non competitive |
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| 67:21 | processors, uh more rapids president from FBI and then they also can serious |
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| 67:32 | Yeah, uh huh. Angela produced year or things get views on the |
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| 67:45 | under dot com Uh accelerated divine 60 am proceeding uh huh They didn't have |
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| 67:57 | new units so no, but nothing positioned video are gonna be joined it |
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| 68:11 | high minded so that's not the So they're not necessarily like together quote |
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| 68:19 | NBC views And now in the uh to contract at the end of may |
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| 68:26 | on the next one should start to , it's a start, but I |
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| 68:40 | one of the serious I'm going to has in the media so into in |
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| 68:51 | of all of them be an x to accelerate its a very big generated |
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| 68:59 | and media is loose so it's, does and I produced for the excuse |
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| 69:08 | the union needs to generate code of hosts of the interest on my so |
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| 69:16 | produce code for both into processes and are, it appears uh they don't |
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| 69:23 | do anything important. Indeed, that another competitive Indeed. It. |
|
| 69:27 | there's all this proprieties didn't sound We're in some very attractive. There's no |
|
| 69:36 | . Open empty is evolving and not SCC became an open standards fact. |
|
| 69:42 | , and they don't think that was whole at some point I wish to |
|
| 69:48 | . Hello. And terms of the what they have access to is a |
|
| 69:57 | dick to use. So use tools coal companies that use and in fact |
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| 70:07 | uh using video tools or open I . Yeah, simple open sec. |
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| 70:17 | by the media. Oh, it's . And he's something. Yeah. |
|
| 70:28 | . So yeah, so I think a great idea is not the civic |
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| 70:35 | under medical system uh, in their , they used to be the emperor |
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| 70:43 | they were part of of ecstasy development they are fine. And they do |
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| 70:50 | Oh key that support southern manners. can buy the sport, but they're |
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| 70:57 | is not on their own confirmation harper . Either this person, we're going |
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| 71:04 | do the central attack or are open the here they are Science Institute. |
|
| 71:10 | computers that are going to Uh Another thing I am also supportable the |
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| 71:21 | for a long time, but they code for their processes, which we |
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| 71:25 | have any and they are the That's not I haven't lost because my |
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| 71:34 | course not. That's good. But was not we can just do something |
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| 71:39 | under that extension for financial signaling and to worry about one time programming environments |
|
| 71:46 | not. Uh huh. Also about sec. Unfortunately. Practice. All |
|
| 71:59 | . So any questions on that? I'm sorry. It is a mess |
|
| 72:02 | the industry and that converges yet it up. Sorry. They're better than |
|
| 72:12 | company We're starting from one place. . The one I think that we |
|
| 72:20 | had some relationship with the summer. a way of trying to unify a |
|
| 72:25 | environments okay. In the long to their own views and people in the |
|
| 72:32 | but you know, we're not how customers have To unfold. So they |
|
| 72:37 | that they are getting customers to code interviews and stuff so that they can |
|
| 72:44 | kind of programming environment that is an diagnostics of the hard work similarly. |
|
| 72:52 | they realize that they you know, are being the media but the window |
|
| 72:59 | want customers to be able to afford body's efforts that they are trying friends |
|
| 73:05 | umbrella environment signal stick to the hardness people can hold their coach but it's |
|
| 73:10 | there at this point. So there's picture again what it is right there |
|
| 73:18 | a violent through the reconciliation. The opened A B or C. Director |
|
| 73:27 | fire cold. I want to see ? Yeah, specifically. But not |
|
| 73:36 | . But it's just a game Uh huh. But it needs to |
|
| 73:47 | of spread to figure out which is to believe you with its instruction set |
|
| 73:53 | go to the next instruction set, construction sector. So the directors of |
|
| 74:01 | computer figure out what force should become and which wait for what time. |
|
| 74:09 | as the picture of once hello to more structured, what happens there. |
|
| 74:20 | it tends to be Yeah, the is uh, because I am also |
|
| 74:32 | , talk to you about something once , so that they do very good |
|
| 74:37 | that are opposed to the harper uh when it comes to leader by |
|
| 74:46 | Socrates generation those and on top everything their homes and the rest of but |
|
| 74:56 | , it's split the steam on one the device. Optimum coal disobedience. |
|
| 75:03 | they talk. Uh okay, so didn't get that far. But then |
|
| 75:10 | guess some notions here. So here a gun. Now they're beginning to |
|
| 75:15 | that picture. Certain parts of the shows up. Yeah, that's |
|
| 75:23 | And again, if the traveler is to get something out the federal see |
|
| 75:29 | . D Thanks all the earth. worker is I don't the coast back |
|
| 75:39 | , I don't want to see. it's something that they go up one |
|
| 75:43 | the boxes. Something the cd So it's Yeah. Yeah. Central |
|
| 75:51 | that Oh of his breath come The doctor. No. Did you |
|
| 76:03 | that's true. Thank you. Oh then there is a group, It's |
|
| 76:12 | in this or 20 units. Yeah. one is the guy in |
|
| 76:19 | ways that are repeated the four. why indian respect the unions and then |
|
| 76:27 | are groups. Yes indeed the stuff also it's difficult. So started two |
|
| 76:45 | 64 of these forest put together that's unit the unit. So this is |
|
| 76:53 | his thanks. Are that is the the instruction set And the only is |
|
| 77:00 | other 40 - 64. That's Yeah. Yeah. Yeah. The |
|
| 77:08 | is lost in the corruption students about . Mhm. In other words very |
|
| 77:21 | crash as a big performance whole. it. So option was supposed to |
|
| 77:35 | I'll get back to that stuff. that's the shows a little bit but |
|
| 77:38 | it see that. Uh huh. I'm gonna lord still do it. |
|
| 77:49 | was some but there was independent company for that now that hopefully India thank |
|
| 78:02 | . So it does can say listen start with that. So actually it |
|
| 78:13 | so worth it. But the problem on and I just it's built help |
|
| 78:21 | to data transfers between the spaces. industry realized that problems difficult. |
|
| 78:32 | So there's also created the illusion I say that there's only one memory specs |
|
| 78:40 | hope that the computer can do the thing. But it's not not exactly |
|
| 78:46 | fact that it's not just for what the other thing is to try to |
|
| 78:52 | out to get the right level of will be able after features and another |
|
| 79:00 | parliament's between. Yeah, seem to it. So the hardest levels of |
|
| 79:07 | train harder. The $3 we get course director units and the grouping into |
|
| 79:14 | the famous speeding up the process, schools, Durant has managed through their |
|
| 79:23 | under the compartmentalized. So you have options of directors for training routine for |
|
| 79:33 | on the complexity of the cold. don't think. I thought I remembered |
|
| 79:37 | groups last coming at us. Probably someday. I think that's all |
|
| 79:51 | called. The stuttering. Well, , what? And somebody else, |
|
| 80:02 | know, it's probably around first. what they call. Yeah. Let |
|
| 80:11 | tremendous multiple dots and ensure that to on. Since I don't have a |
|
| 80:19 | places, most of the answers that finding, the sides are defined. |
|
| 80:24 | had to look up some of the understands and made inside program just close |
|
| 80:31 | the country will finally answer in this . Oh, programming exercise. |
|
| 80:44 | And yeah, interpreters playing some. . All right. Thank you. |
|
| 81:02 | hmm. Yeah. Uh |
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