1 00:00:00,680 --> 00:00:01,050 Hello. 2 00:00:01,110 --> 00:00:01,710 Welcome back. 3 00:00:02,040 --> 00:00:09,090 So in the last lesson we realize our neural network wasn't predicting accurately what we're going to 4 00:00:09,090 --> 00:00:17,880 do in this lesson is take a new model a new carriage model and its topology and convert them into C 5 00:00:18,840 --> 00:00:24,000 and then update our system updates or embedded firmware with this model. 6 00:00:24,000 --> 00:00:26,120 So this is my project folder. 7 00:00:26,220 --> 00:00:30,360 Before we do that I would just show you the model we going to use. 8 00:00:30,360 --> 00:00:33,430 So this is our model model dot H5. 9 00:00:33,450 --> 00:00:37,580 That's the size nine hundred and thirty five kilobytes. 10 00:00:37,800 --> 00:00:41,580 The new model we're going to use is about four point seventy megabyte. 11 00:00:41,880 --> 00:00:44,270 That's the new model we are going to use. 12 00:00:44,430 --> 00:00:47,160 And this um this is it's Jason. 13 00:00:47,160 --> 00:00:48,520 It's a topology. 14 00:00:48,960 --> 00:00:49,730 Right. 15 00:00:49,740 --> 00:00:57,360 So what are we going to do here is create a copy of our current project just to get access to our Q 16 00:00:57,450 --> 00:00:59,120 But airMAX. 17 00:00:59,580 --> 00:01:04,000 So what I'm gonna do is I'm simply going to come over here. 18 00:01:04,050 --> 00:01:10,650 This is my project folder within this I have my amnesty and I can come here and open our project. 19 00:01:10,710 --> 00:01:14,210 This project here it's located in this folder. 20 00:01:14,310 --> 00:01:20,890 I have my parents FORWARD OUT THE PARENT photo I I'm calling it embedded amnesty. 21 00:01:20,910 --> 00:01:21,290 Right. 22 00:01:21,750 --> 00:01:28,340 So I'm gonna create a copy of this and I'll simply use this as this crutch folder. 23 00:01:28,920 --> 00:01:36,930 Well I need to do this with this is to generate the um the what you call it the the weight and the neural 24 00:01:36,930 --> 00:01:38,800 network in the C code. 25 00:01:39,210 --> 00:01:41,310 I'm going to rename this to scratch. 26 00:01:42,240 --> 00:01:44,710 And in fact we could have just copied a word 27 00:01:47,920 --> 00:01:56,650 we could have just copied simply the the Cuban mix project and then continue it from there but it wouldn't 28 00:01:56,650 --> 00:02:03,100 cost me anything to create a complete copy of the full project that is why I copy the full project. 29 00:02:03,100 --> 00:02:04,520 So now I have to. 30 00:02:04,660 --> 00:02:10,360 This is the actual working one this this crutch one we simply going to load in a new model here and 31 00:02:10,360 --> 00:02:13,180 then replace the files. 32 00:02:13,180 --> 00:02:16,280 So this my embedded m this crutch. 33 00:02:16,840 --> 00:02:19,400 And then within this I have my M next. 34 00:02:19,800 --> 00:02:24,060 And I'm going to go to middle where everything is the same. 35 00:02:24,070 --> 00:02:26,180 We've got our eye stuff. 36 00:02:26,190 --> 00:02:28,110 Yeah right. 37 00:02:28,180 --> 00:02:35,190 So I'll come over here in my source in the source folder we've got network. 38 00:02:35,800 --> 00:02:37,930 And then we've got network data. 39 00:02:37,930 --> 00:02:44,470 These are C files I'm going to add the word old I'm going to append old here so that this will indicate 40 00:02:44,500 --> 00:02:46,510 this is our old network. 41 00:02:46,510 --> 00:02:51,790 So I'm gonna have network on this quote old network data underscore Oh. 42 00:02:51,850 --> 00:02:55,500 Because when we generate there's going to be a new network in network data. 43 00:02:55,830 --> 00:02:56,290 Right. 44 00:02:56,280 --> 00:02:58,920 So a network data on the scoreboard as well. 45 00:02:59,110 --> 00:03:04,920 When I go to include folder and do the same thing a Health Network and then network data we're gonna 46 00:03:04,930 --> 00:03:10,810 rename this network and let's call owed and then network data 47 00:03:14,440 --> 00:03:15,910 on the scoreboard as well. 48 00:03:16,060 --> 00:03:17,620 Okay. 49 00:03:17,770 --> 00:03:24,890 So um when I come here and open Cuba makes I'll just close this project. 50 00:03:25,130 --> 00:03:27,750 Oh uh Cuba I.D. project. 51 00:03:29,140 --> 00:03:30,220 I'll save everything. 52 00:03:32,160 --> 00:03:32,800 Right. 53 00:03:32,830 --> 00:03:34,000 Cuba makes us open it 54 00:03:42,210 --> 00:03:44,960 and network connection is required. 55 00:03:44,980 --> 00:03:45,450 Okay. 56 00:03:45,460 --> 00:03:49,170 My internet is off. 57 00:03:49,320 --> 00:03:51,820 That's why I'm receiving this I'm going to turn it on. 58 00:03:51,820 --> 00:03:53,930 Do you want to set your connection parameters. 59 00:03:53,990 --> 00:03:57,870 Oh I would just say no. 60 00:04:00,960 --> 00:04:01,370 Okay. 61 00:04:01,500 --> 00:04:02,610 So this Cuban makes 62 00:04:07,630 --> 00:04:11,060 in fact rather than creates a copy of our project. 63 00:04:11,060 --> 00:04:19,100 We could have just started you know a new project in Cuba makes and then select at the same board just 64 00:04:19,100 --> 00:04:21,020 to initialize our new network. 65 00:04:21,200 --> 00:04:23,610 But I know you understand that. 66 00:04:23,690 --> 00:04:28,520 So what I'm gonna do is I'm going to click this site here. 67 00:04:28,520 --> 00:04:30,250 I still don't have internet connection. 68 00:04:31,670 --> 00:04:34,300 Sorry bother. 69 00:04:34,520 --> 00:04:37,640 So like I was saying we could have just opened. 70 00:04:37,670 --> 00:04:38,030 No. 71 00:04:38,140 --> 00:04:44,510 Uh we could have just opened Cuban mix and then go to new project and select exactly the same board 72 00:04:44,810 --> 00:04:46,480 and created it. 73 00:04:46,520 --> 00:04:48,220 That's one where we could have done this. 74 00:04:48,380 --> 00:04:53,650 The method we're currently using is just creating a copy of our current project and double clicking 75 00:04:53,660 --> 00:04:54,470 on the Cuban mix. 76 00:04:54,480 --> 00:04:58,180 I can but I hope you understand that it's really the same thing. 77 00:04:58,340 --> 00:05:02,430 Or maybe at the end of this process you would see what we are trying to achieve is a tiny thing. 78 00:05:02,450 --> 00:05:04,520 You could have done in different ways. 79 00:05:04,520 --> 00:05:12,400 In a way I'm going to click on this tab over here to take us back to where we selected our board. 80 00:05:13,230 --> 00:05:16,500 It says is connected to the server to download something. 81 00:05:17,120 --> 00:05:20,760 Okay let's wait. 82 00:05:20,990 --> 00:05:21,390 Okay. 83 00:05:21,440 --> 00:05:24,900 So this is our board selection page. 84 00:05:25,010 --> 00:05:29,540 We're going to select exactly the same board. 85 00:05:29,600 --> 00:05:30,140 Where is it. 86 00:05:30,260 --> 00:05:31,000 It's over here 87 00:05:35,670 --> 00:05:40,080 and the microcontroller is the SDM 30 to f 4 2 9. 88 00:05:40,080 --> 00:05:45,420 I am going to come to MCU underscore MP use selector. 89 00:05:45,900 --> 00:05:52,280 It is the M 32 f 4 2 9. 90 00:05:52,430 --> 00:05:56,850 I Okay so I just select any of them to 9. 91 00:05:56,860 --> 00:06:06,090 I what I'm gonna do is I'm gonna enable artificial intelligence down here and then over here I'll select 92 00:06:06,510 --> 00:06:14,880 carers because the model listen carers and type I'll see module and topology and then approach to the 93 00:06:14,880 --> 00:06:26,580 location module location or click browse over here and then I'll go to the location of my model it's 94 00:06:26,610 --> 00:06:28,740 over here M.A. carers model. 95 00:06:28,920 --> 00:06:34,780 It's a new to this my model and then our prowess for the topology as well. 96 00:06:34,890 --> 00:06:36,590 It's in the same folder. 97 00:06:36,840 --> 00:06:39,450 It's a dot Jason File. 98 00:06:39,690 --> 00:06:45,540 Once that is done I'm going to analyse to see if it fits on the microcontroller that we've selected 99 00:06:45,570 --> 00:06:50,240 so I'll click on the line over here and it's going to run the analysis. 100 00:06:56,270 --> 00:06:57,460 It's on the light in 101 00:07:09,810 --> 00:07:12,340 so over here it's analysed. 102 00:07:12,360 --> 00:07:18,660 It says the minimum flash requirement is four point eight to make a byte and a minimum requirement of 103 00:07:18,780 --> 00:07:22,110 RAM is one hundred and two point one for kilobytes. 104 00:07:22,830 --> 00:07:28,520 And the interesting bit is over here you can see that we've got no list here at all. 105 00:07:28,560 --> 00:07:38,070 It says MCU slash MP use list zero item meaning the original s team 32 bought currently within 10 or. 106 00:07:38,100 --> 00:07:40,740 They'll be able to accept this module. 107 00:07:40,830 --> 00:07:43,030 So what we have to do is compress it. 108 00:07:43,170 --> 00:07:48,570 If you're using a different version of Q that makes you might in fact receive a dialog box telling you 109 00:07:49,110 --> 00:07:56,090 the model is too large for the board selected because this the board we selected. 110 00:07:56,190 --> 00:08:02,790 So what I'm gonna do is I'm gonna compress this outcome to compression and I'll select for over here 111 00:08:03,480 --> 00:08:07,590 and then I'll analyse again and let's see what happens 112 00:08:15,520 --> 00:08:17,200 this generates in the network 113 00:08:32,930 --> 00:08:33,670 okay. 114 00:08:33,680 --> 00:08:38,680 Still there's not much we have zero over here. 115 00:08:40,430 --> 00:08:40,850 Okay. 116 00:08:40,880 --> 00:08:48,770 I'm going to compress by 8 and C I'm gonna come over here compress compression eight 117 00:08:55,580 --> 00:08:56,570 let's see what we get 118 00:08:59,440 --> 00:09:00,200 okay. 119 00:09:00,220 --> 00:09:05,350 So after compression of eight we have two boards listed 120 00:09:08,290 --> 00:09:19,810 we've quote the estimate that it to four to one estimate that it to f 4 2 9 HP T X mean and something 121 00:09:19,810 --> 00:09:21,990 else and then we've got this one too. 122 00:09:22,030 --> 00:09:25,860 So we know it would fit in our board. 123 00:09:26,080 --> 00:09:28,600 Our board is 4 to 9. 124 00:09:28,600 --> 00:09:31,170 Uh does it say what s g or not. 125 00:09:31,840 --> 00:09:38,310 But it would certainly fit here if we read if we read over here. 126 00:09:38,320 --> 00:09:42,220 It should tell us the amount of flush and the amount of ram that the board has. 127 00:09:42,250 --> 00:09:43,080 Let's see. 128 00:09:46,410 --> 00:09:48,930 Okay. 129 00:09:49,440 --> 00:09:49,880 Right. 130 00:09:49,890 --> 00:09:51,810 It would fit in this board. 131 00:09:51,810 --> 00:09:57,630 It doesn't say the flush and the RAM amount but I've read a data sheet before we can check the data 132 00:09:57,630 --> 00:09:58,320 sheet from here. 133 00:09:58,380 --> 00:10:06,430 If we want so in a way now we know this would fit with a compression factor of eight. 134 00:10:06,600 --> 00:10:13,640 So we can go ahead and um and use our port but we have to compress it by 8. 135 00:10:13,680 --> 00:10:14,160 Right. 136 00:10:14,160 --> 00:10:15,630 So I'm going to 137 00:10:18,870 --> 00:10:20,420 I'm going to close this project. 138 00:10:20,420 --> 00:10:21,570 Uh the board selector. 139 00:10:21,600 --> 00:10:24,970 And come back to the projects and under additional software. 140 00:10:25,620 --> 00:10:32,640 This is our project remember we opened an already existing project so I'm gonna come to SD microelectronics 141 00:10:33,510 --> 00:10:37,380 over here under additional software and click this 142 00:10:44,100 --> 00:10:52,830 and then over here we're going to load a new model. 143 00:10:52,830 --> 00:10:57,450 When I close this and then I'm going to browse to the location of this new model. 144 00:10:57,730 --> 00:11:04,210 When I click here to browse and then oh located it's over here. 145 00:11:04,230 --> 00:11:11,000 Cuba Max Kerry's motto new and that's the motto. 146 00:11:11,000 --> 00:11:12,750 And then the topology 147 00:11:15,680 --> 00:11:18,980 is the same place. 148 00:11:18,980 --> 00:11:19,880 This over here 149 00:11:22,850 --> 00:11:28,280 and we can analyze once more and see. 150 00:11:29,410 --> 00:11:34,560 Okay so over here it would tell us joined us on a lot uh analysis process. 151 00:11:34,560 --> 00:11:37,700 We'll get to know what a fits or not properly. 152 00:11:37,920 --> 00:11:38,710 Okay. 153 00:11:38,790 --> 00:11:39,800 Like you says so far here. 154 00:11:39,810 --> 00:11:45,660 Required rum or flush size for the network is bigger than the available rum or flush. 155 00:11:45,660 --> 00:11:47,950 So this is why it's important to analyze. 156 00:11:47,970 --> 00:11:49,410 We first did a quick check. 157 00:11:49,410 --> 00:11:56,760 That is if the truck that we initially in initially did is to check before you buy the boat by if you 158 00:11:56,760 --> 00:11:59,800 already have the boat you can run analysis in here. 159 00:11:59,850 --> 00:12:04,920 So it's analyzed in your network and obviously larger than the amount of space we have. 160 00:12:04,920 --> 00:12:12,690 So one thing we can do is run a compression I'm going to start with compression of four over here and 161 00:12:12,750 --> 00:12:13,620 analyze again 162 00:12:17,340 --> 00:12:18,300 it's analyzing 163 00:12:25,200 --> 00:12:25,930 okay. 164 00:12:26,040 --> 00:12:27,930 It says rendering the model 165 00:12:35,910 --> 00:12:36,390 right 166 00:12:41,730 --> 00:12:42,840 let's see. 167 00:12:42,960 --> 00:12:52,380 Over here over here when we selected compression of four it was able to pass analysis and yet on when 168 00:12:52,380 --> 00:12:55,770 we did a quick check compression all four didn't list any boards. 169 00:12:55,770 --> 00:12:59,910 But over here when we checked for the four we were able to pass the analysis. 170 00:12:59,910 --> 00:13:04,150 So this is the final decider on what had whatever fits or not. 171 00:13:04,470 --> 00:13:10,750 Once you've uploaded a model into the project and run the analysis after you've selected everything 172 00:13:10,750 --> 00:13:12,420 they brought aboard right. 173 00:13:12,450 --> 00:13:17,090 Course on their own if you remember when we used that compression of four. 174 00:13:17,100 --> 00:13:23,000 We didn't have any boards listed in the area where boards are supposed to be listed. 175 00:13:23,070 --> 00:13:27,620 However over here we find that's just compression by a factor of four. 176 00:13:27,630 --> 00:13:29,740 It fits into our current board. 177 00:13:29,880 --> 00:13:33,800 So it is important to run this final analysis over here. 178 00:13:33,810 --> 00:13:34,700 Right. 179 00:13:34,890 --> 00:13:37,740 So it fits in the board. 180 00:13:37,800 --> 00:13:43,950 We can validate on the desktop or click over here validate and it's validating 181 00:14:05,040 --> 00:14:07,120 okay. 182 00:14:07,400 --> 00:14:07,850 Right. 183 00:14:09,980 --> 00:14:13,220 And it gives the the values for the arrows over here. 184 00:14:13,250 --> 00:14:15,230 So you can um you can go through them. 185 00:14:15,260 --> 00:14:24,330 If this type of thing matters to you right. 186 00:14:24,950 --> 00:14:25,630 Okay. 187 00:14:25,660 --> 00:14:29,310 One other thing we can use this for you show that graph the network graph. 188 00:14:29,320 --> 00:14:35,650 You can actually click show graph over here and give the graph of the entire network. 189 00:14:35,920 --> 00:14:37,170 Right. 190 00:14:37,240 --> 00:14:44,260 So this on your network you can look at it or you can spend more time on it. 191 00:14:44,370 --> 00:14:45,090 Right. 192 00:14:45,090 --> 00:14:52,470 So all we have to do after doing this is simply generate our code again and copy their respective network 193 00:14:52,470 --> 00:14:57,550 files to our own projects and rebuild that old project. 194 00:14:57,630 --> 00:15:00,750 So go back to the um the project manager over here. 195 00:15:00,750 --> 00:15:02,780 Keep everything the same. 196 00:15:03,210 --> 00:15:10,360 And I'll simply click generate code over here it's generating 197 00:15:25,550 --> 00:15:26,010 okay. 198 00:15:26,100 --> 00:15:28,610 It's taken a while. 199 00:15:29,550 --> 00:15:29,910 Right. 200 00:15:29,910 --> 00:15:31,130 Generation is complete. 201 00:15:31,140 --> 00:15:36,450 I'm simply going to go to open folder and I'm going to close. 202 00:15:36,450 --> 00:15:37,390 Cuba makes no. 203 00:15:37,410 --> 00:15:38,580 We're done with that. 204 00:15:39,490 --> 00:15:39,710 Okay. 205 00:15:39,720 --> 00:15:41,280 So does the photo. 206 00:15:42,390 --> 00:15:47,950 This is our M.A. on this course crutch embedded or open source over here. 207 00:15:48,210 --> 00:15:50,360 Now we have a own network data. 208 00:15:50,380 --> 00:15:53,240 This the new one this the old one remember the old one. 209 00:15:53,250 --> 00:15:56,100 We added the word owed to it. 210 00:15:56,100 --> 00:16:03,690 So we have these two new files old network data and the network data itself. 211 00:16:03,690 --> 00:16:04,460 Right. 212 00:16:04,470 --> 00:16:11,580 So what we're going to do is I'm going to just show you the network as it's a piece indeed. 213 00:16:11,580 --> 00:16:19,410 I mean the project before we start doing the changes so I'm going to go to a war work and project. 214 00:16:19,410 --> 00:16:21,120 This is the project you're working with. 215 00:16:21,120 --> 00:16:26,980 We just created the scratch one so I'll come back to my project over here and then you open it. 216 00:16:26,980 --> 00:16:30,400 I come over here and then double click to open my cube IDC 217 00:16:34,040 --> 00:16:35,510 and then click launch 218 00:16:50,050 --> 00:16:50,860 it's open. 219 00:16:51,410 --> 00:16:51,880 Right. 220 00:16:51,890 --> 00:16:53,090 So that's where we left off 221 00:16:58,200 --> 00:16:59,450 I'm gonna open this. 222 00:16:59,610 --> 00:17:02,340 Oh it's still rendering from down here. 223 00:17:02,340 --> 00:17:03,130 That's way too bit 224 00:17:11,380 --> 00:17:11,960 this weight. 225 00:17:12,030 --> 00:17:12,300 OK. 226 00:17:12,300 --> 00:17:18,050 One hundred percent so I'm gonna close everything here actually just to focus what we have. 227 00:17:18,080 --> 00:17:28,500 Close ball I'll say I'm gonna come over here to my project to my application use and then this is the 228 00:17:28,500 --> 00:17:31,100 network dot see. 229 00:17:31,230 --> 00:17:33,880 This file was generated from our module. 230 00:17:33,900 --> 00:17:35,010 This is still the old one. 231 00:17:35,010 --> 00:17:36,960 We've not changed with a new one yet. 232 00:17:37,050 --> 00:17:39,160 I just want you to see what it looks like. 233 00:17:39,160 --> 00:17:47,280 We've not analyzed this yet so this is what was generated when we provided our python script. 234 00:17:47,280 --> 00:17:50,460 Cuba makes generated this for us. 235 00:17:50,460 --> 00:17:51,290 This entire file. 236 00:17:51,300 --> 00:17:59,700 This is one of four files generated based on a watch network model in our network topology right. 237 00:17:59,700 --> 00:18:06,900 It's actually added to date and the version of Cuba mix used and it's added all the characteristics 238 00:18:06,990 --> 00:18:08,790 of a model here. 239 00:18:08,900 --> 00:18:13,770 When we go to our network data Nessie we find a wait. 240 00:18:14,910 --> 00:18:22,610 So this the wait as you said these are the wait right. 241 00:18:22,700 --> 00:18:29,100 It ends at line number ninety four thousand and sixty six. 242 00:18:29,110 --> 00:18:36,080 Okay so this the old file and difficulty our respective interface files meaning the respective dots 243 00:18:36,160 --> 00:18:42,860 each files we have to network underscored data I don't see which is the implementation file and we have 244 00:18:42,860 --> 00:18:49,760 to network underscore data that's H which is the interface file the interface file as you may know allows 245 00:18:49,760 --> 00:18:54,880 us to be able to call these C functions from other files. 246 00:18:54,880 --> 00:18:55,930 Right. 247 00:18:56,090 --> 00:18:58,310 So we have the dots each false as well. 248 00:18:58,370 --> 00:19:05,630 We can take a look at those as well we come to include and then we locate it over here. 249 00:19:05,720 --> 00:19:07,930 This is network on the score data on age. 250 00:19:07,940 --> 00:19:17,760 This what it looks like very short and then we have the network dot h over here and that's what that 251 00:19:17,760 --> 00:19:21,000 looks like us well just a number of functions. 252 00:19:21,030 --> 00:19:31,110 We have the AA in it a create a I get arrow etc. so I'm going to close cube a I now and go and do the 253 00:19:31,110 --> 00:19:34,810 replacement exit okay. 254 00:19:34,900 --> 00:19:38,140 So this is still the current project that we are working with. 255 00:19:38,140 --> 00:19:43,980 I'm going to rename the network files in my current project to vote right. 256 00:19:44,040 --> 00:19:50,320 I'm going to have network underscore old network and that's called data underscore mode just like we 257 00:19:50,320 --> 00:19:55,720 did in our scratch project so that in case we want to take a look at the old model we can take a look 258 00:19:55,720 --> 00:19:56,430 at it again. 259 00:19:57,250 --> 00:19:58,520 So I'm gonna come over here. 260 00:19:58,520 --> 00:20:01,600 This amnesty is my follow go to source. 261 00:20:01,600 --> 00:20:03,630 This is my network file. 262 00:20:03,850 --> 00:20:10,780 Rename this or simply at underscore owed at the end and then there's the data version that's work on 263 00:20:10,780 --> 00:20:12,300 the score data. 264 00:20:12,850 --> 00:20:15,540 Append underscore owed at the end as well. 265 00:20:16,310 --> 00:20:24,940 And now I'll go to the dots H files or come to the include over here we have network and this call out 266 00:20:25,330 --> 00:20:27,690 on a score note here. 267 00:20:28,030 --> 00:20:36,030 Network data does these dots each forward I should know at underscore mode here as well right. 268 00:20:36,060 --> 00:20:41,740 So now I'm going to copy my old my new generate my newly generated network. 269 00:20:41,740 --> 00:20:46,990 So this this crutch forward at this where we generated one new model. 270 00:20:47,050 --> 00:20:48,580 So I'm going to this. 271 00:20:48,730 --> 00:20:51,690 Okay I'm going to open side by side. 272 00:20:51,760 --> 00:20:55,060 This is my current project folder amnesty. 273 00:20:55,150 --> 00:20:56,440 This is this crutch. 274 00:20:56,440 --> 00:21:00,210 They wonder we use for a quick generation the new generation. 275 00:21:00,430 --> 00:21:04,290 This my current project I'm gonna come over here and copy the new model here. 276 00:21:04,330 --> 00:21:07,090 We have network and then network data. 277 00:21:07,090 --> 00:21:10,440 I'm going to copy them into my current work in forward. 278 00:21:10,480 --> 00:21:20,110 Copy paste right and then I'm going to go to the i n c to include for food as well for both of them 279 00:21:21,370 --> 00:21:24,640 and then copy network and network data. 280 00:21:24,700 --> 00:21:25,030 Yep. 281 00:21:25,070 --> 00:21:26,980 Dead dot H files network 282 00:21:30,260 --> 00:21:31,490 and then network data. 283 00:21:31,490 --> 00:21:36,730 Copy this and then I'll paste it in my work in project folder 284 00:21:39,540 --> 00:21:41,310 pasted over here. 285 00:21:41,550 --> 00:21:41,990 Right. 286 00:21:42,180 --> 00:21:49,280 So now I'm going to open my project again this time I'm going to be using the new network that we generated. 287 00:21:49,290 --> 00:21:50,640 Come over here. 288 00:21:50,640 --> 00:21:53,080 Double click to open over here. 289 00:21:55,930 --> 00:21:56,470 Launch 290 00:22:10,050 --> 00:22:12,250 it's open right. 291 00:22:12,410 --> 00:22:13,260 It's finished opening 292 00:22:16,090 --> 00:22:17,410 it's slowed and down here. 293 00:22:17,420 --> 00:22:18,430 We've got to wait a bit 294 00:22:28,020 --> 00:22:31,530 it's still loading okay. 295 00:22:31,540 --> 00:22:35,240 One hundred percent okay. 296 00:22:35,320 --> 00:22:38,190 So let's take a look at our new folks. 297 00:22:38,200 --> 00:22:41,480 We just checking the network to see the network on this court data. 298 00:22:41,530 --> 00:22:49,050 Don't see fault cause we verify the old ones ended around foul are the old network on this court date. 299 00:22:49,050 --> 00:22:54,250 I don't see file ended around line number ninety six thousand. 300 00:22:54,250 --> 00:22:55,720 Let's take a look at this new one. 301 00:22:55,720 --> 00:23:00,660 I'm going to come to application you sir and then network underscored data. 302 00:23:00,670 --> 00:23:03,660 Don't see double click. 303 00:23:04,060 --> 00:23:04,810 I'll just say no. 304 00:23:04,810 --> 00:23:05,590 Over here. 305 00:23:05,590 --> 00:23:08,500 And then I'm going to scroll down to see where it ends. 306 00:23:08,500 --> 00:23:11,530 So this one ends around one hundred and twenty six thousand. 307 00:23:11,530 --> 00:23:15,570 Obviously there's a bigger network compared to the first one. 308 00:23:15,640 --> 00:23:16,050 Okay. 309 00:23:16,060 --> 00:23:20,220 So we're going to reboot our project and then download onto our port. 310 00:23:20,250 --> 00:23:26,030 Going to click over here to build it s brought in. 311 00:23:26,710 --> 00:23:27,060 Okay. 312 00:23:27,070 --> 00:23:28,430 We've got no error. 313 00:23:28,510 --> 00:23:33,450 I'm going to download onto the boat click Run debug over here okay. 314 00:23:33,460 --> 00:23:34,920 It's downloaded successfully. 315 00:23:34,930 --> 00:23:41,520 I'm simply going to click stop over here and then I'm gonna reset my board and then test out a neural 316 00:23:41,530 --> 00:23:43,510 network. 317 00:23:43,510 --> 00:23:46,370 So I've reset my board. 318 00:23:46,580 --> 00:23:47,610 This is my boat. 319 00:23:47,620 --> 00:23:54,960 I'm going to write the number two and then I'm going to press to predict it's predicted to. 320 00:23:55,150 --> 00:23:55,860 Excellent. 321 00:23:55,870 --> 00:23:57,110 I'm going to race. 322 00:23:57,140 --> 00:24:02,520 I'm gonna write three press to predict to predict predicted three. 323 00:24:02,530 --> 00:24:03,520 That is excellent. 324 00:24:03,520 --> 00:24:04,570 Your race. 325 00:24:04,570 --> 00:24:09,850 I'm gonna write about nine press to predict. 326 00:24:09,850 --> 00:24:12,530 It s predicted nine hobos. 327 00:24:12,540 --> 00:24:15,470 Zero press to predict. 328 00:24:16,210 --> 00:24:21,730 It's predicted 0 0 0 7 press to predict. 329 00:24:21,730 --> 00:24:23,350 It s predicted seven hobo. 330 00:24:23,350 --> 00:24:26,840 I try to write mine this way. 331 00:24:27,700 --> 00:24:28,290 Let's see. 332 00:24:28,300 --> 00:24:32,030 Press to predict it's predicted to k. 333 00:24:32,050 --> 00:24:33,640 It was a tough one. 334 00:24:33,640 --> 00:24:34,330 So this is it. 335 00:24:34,390 --> 00:24:39,080 Basically um you can play around with it s more in fact. 336 00:24:39,280 --> 00:24:44,590 In fact we can also monitor our performance or our A.I. experiment. 337 00:24:44,590 --> 00:24:49,960 We can monitor you through our center monitor cause we've initialized you out of here. 338 00:24:50,350 --> 00:24:51,400 So let's observe it. 339 00:24:51,400 --> 00:24:56,370 I'm gonna open terror term over here and then I've got zero plot. 340 00:24:56,650 --> 00:25:03,220 Um of course zero also to my SD microelectronics virtual comp and then okay over here and I'm going 341 00:25:03,220 --> 00:25:05,710 to increase the font size a bit. 342 00:25:05,920 --> 00:25:06,460 Let's see 343 00:25:11,110 --> 00:25:12,910 over here setup font 344 00:25:17,430 --> 00:25:23,730 I'm gonna select font size of 16 over here okay. 345 00:25:23,880 --> 00:25:28,470 And then I'm going to press resets on my board. 346 00:25:28,470 --> 00:25:35,710 The board has reset and I'm going to write three on my board. 347 00:25:35,700 --> 00:25:41,700 Okay I've got a change that comports when a change comports entourage to the board right here. 348 00:25:41,760 --> 00:25:43,870 I mean I've got a change to Boatwright sorry. 349 00:25:43,920 --> 00:25:45,770 This the right port right. 350 00:25:45,780 --> 00:25:52,370 Okay I'm gonna press reset to my board and I'm gonna come over here to play a buffer. 351 00:25:53,940 --> 00:25:58,820 See that buffer when a press reset to my board again. 352 00:25:59,040 --> 00:26:00,300 When I write three. 353 00:26:00,860 --> 00:26:08,250 Okay so it's giving me the x and y movement of my of my finger or the stylus I'm using on the screen 354 00:26:09,200 --> 00:26:13,050 and then I'm gonna press predict. 355 00:26:13,050 --> 00:26:13,840 Okay. 356 00:26:13,940 --> 00:26:20,000 And it's predicted forty eight and that's the probability probability of zero zero. 357 00:26:20,010 --> 00:26:23,790 And then there's a probability of zero sure he has one no problem. 358 00:26:23,790 --> 00:26:30,000 I'm going to clean and try again when I write a three price predictor again. 359 00:26:30,180 --> 00:26:36,380 It's predicted three would have probability of a hundred percent and then its second guess is five would 360 00:26:36,380 --> 00:26:37,830 have probability of zero. 361 00:26:37,830 --> 00:26:43,370 Remember we have the first prediction and second prediction is the second prediction value. 362 00:26:43,480 --> 00:26:47,950 I'm going to press clean again and then write to six press. 363 00:26:47,980 --> 00:26:54,030 Predict okay this time it's predicted the first guest predicted a five. 364 00:26:54,060 --> 00:26:57,930 With this probabilities are points over zero point nine. 365 00:26:57,930 --> 00:27:01,330 The second gets predicted an eight which is probability no problem. 366 00:27:02,100 --> 00:27:09,280 So clean and then write to press to predict you predict at a 2. 367 00:27:10,170 --> 00:27:10,780 Wow. 368 00:27:10,810 --> 00:27:11,730 What's your point. 369 00:27:11,730 --> 00:27:13,560 5 and a 7 was reported for. 370 00:27:14,250 --> 00:27:16,680 I'm gonna clean again and then let's see. 371 00:27:16,700 --> 00:27:25,740 I'm gonna write zero 0 0 that and then press to predict predicted a zero with zero point nine nine confidence 372 00:27:25,770 --> 00:27:28,100 and then a three which will point to zero three. 373 00:27:28,140 --> 00:27:31,880 So you can monitor the results on these rural plots as well. 374 00:27:32,070 --> 00:27:32,910 This all the rest. 375 00:27:32,910 --> 00:27:36,900 If you have any questions at all just let me know and thank you for watching.