Chua, Vui Seng

Update readme, add collaterals and model analysis report

5b8a717 over 2 years ago

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	\| \| layer_id \| shape \| nparam \| nnz \| sparsity \|
	\|---:\|:--------------\|:-------------\|---------:\|---------:\|-----------:\|
	\| 0 \| Constant_15 \| [30522, 768] \| 23440896 \| 23440896 \| 0 \|
	\| 1 \| Constant_23 \| [2, 768] \| 1536 \| 1536 \| 0 \|
	\| 2 \| Constant_35 \| [512, 768] \| 393216 \| 393216 \| 0 \|
	\| 3 \| Constant_61 \| [320, 768] \| 245760 \| 106337 \| 0.567314 \|
	\| 4 \| Constant_71 \| [320, 768] \| 245760 \| 112375 \| 0.542745 \|
	\| 5 \| Constant_91 \| [320, 768] \| 245760 \| 131965 \| 0.463033 \|
	\| 6 \| Constant_150 \| [768, 320] \| 245760 \| 137497 \| 0.440523 \|
	\| 7 \| Constant_178 \| [185, 768] \| 142080 \| 110056 \| 0.225394 \|
	\| 8 \| Constant_196 \| [768, 185] \| 142080 \| 108631 \| 0.235424 \|
	\| 9 \| Constant_224 \| [320, 768] \| 245760 \| 136222 \| 0.445711 \|
	\| 10 \| Constant_234 \| [320, 768] \| 245760 \| 136267 \| 0.445528 \|
	\| 11 \| Constant_254 \| [320, 768] \| 245760 \| 124892 \| 0.491813 \|
	\| 12 \| Constant_313 \| [768, 320] \| 245760 \| 130185 \| 0.470276 \|
	\| 13 \| Constant_341 \| [315, 768] \| 241920 \| 176203 \| 0.271648 \|
	\| 14 \| Constant_359 \| [768, 315] \| 241920 \| 172407 \| 0.287339 \|
	\| 15 \| Constant_387 \| [576, 768] \| 442368 \| 198811 \| 0.550576 \|
	\| 16 \| Constant_397 \| [576, 768] \| 442368 \| 201526 \| 0.544438 \|
	\| 17 \| Constant_417 \| [576, 768] \| 442368 \| 163541 \| 0.630306 \|
	\| 18 \| Constant_476 \| [768, 576] \| 442368 \| 167245 \| 0.621932 \|
	\| 19 \| Constant_504 \| [339, 768] \| 260352 \| 185491 \| 0.287538 \|
	\| 20 \| Constant_522 \| [768, 339] \| 260352 \| 183083 \| 0.296787 \|
	\| 21 \| Constant_550 \| [576, 768] \| 442368 \| 205898 \| 0.534555 \|
	\| 22 \| Constant_560 \| [576, 768] \| 442368 \| 217621 \| 0.508054 \|
	\| 23 \| Constant_580 \| [576, 768] \| 442368 \| 209726 \| 0.525902 \|
	\| 24 \| Constant_639 \| [768, 576] \| 442368 \| 208038 \| 0.529717 \|
	\| 25 \| Constant_667 \| [368, 768] \| 282624 \| 198154 \| 0.298878 \|
	\| 26 \| Constant_685 \| [768, 368] \| 282624 \| 194127 \| 0.313126 \|
	\| 27 \| Constant_713 \| [576, 768] \| 442368 \| 212567 \| 0.519479 \|
	\| 28 \| Constant_723 \| [576, 768] \| 442368 \| 214788 \| 0.514459 \|
	\| 29 \| Constant_743 \| [576, 768] \| 442368 \| 197159 \| 0.55431 \|
	\| 30 \| Constant_802 \| [768, 576] \| 442368 \| 192495 \| 0.564853 \|
	\| 31 \| Constant_830 \| [386, 768] \| 296448 \| 205830 \| 0.305679 \|
	\| 32 \| Constant_848 \| [768, 386] \| 296448 \| 199567 \| 0.326806 \|
	\| 33 \| Constant_876 \| [384, 768] \| 294912 \| 131257 \| 0.554928 \|
	\| 34 \| Constant_886 \| [384, 768] \| 294912 \| 154458 \| 0.476257 \|
	\| 35 \| Constant_906 \| [384, 768] \| 294912 \| 159646 \| 0.458666 \|
	\| 36 \| Constant_965 \| [768, 384] \| 294912 \| 156889 \| 0.468014 \|
	\| 37 \| Constant_993 \| [336, 768] \| 258048 \| 184774 \| 0.283955 \|
	\| 38 \| Constant_1011 \| [768, 336] \| 258048 \| 178574 \| 0.307981 \|
	\| 39 \| Constant_1039 \| [448, 768] \| 344064 \| 153126 \| 0.554949 \|
	\| 40 \| Constant_1049 \| [448, 768] \| 344064 \| 169706 \| 0.50676 \|
	\| 41 \| Constant_1069 \| [448, 768] \| 344064 \| 154213 \| 0.55179 \|
	\| 42 \| Constant_1128 \| [768, 448] \| 344064 \| 148815 \| 0.567479 \|
	\| 43 \| Constant_1156 \| [280, 768] \| 215040 \| 158800 \| 0.261533 \|
	\| 44 \| Constant_1174 \| [768, 280] \| 215040 \| 156397 \| 0.272707 \|
	\| 45 \| Constant_1202 \| [448, 768] \| 344064 \| 153876 \| 0.552769 \|
	\| 46 \| Constant_1212 \| [448, 768] \| 344064 \| 180384 \| 0.475725 \|
	\| 47 \| Constant_1232 \| [448, 768] \| 344064 \| 166552 \| 0.515927 \|
	\| 48 \| Constant_1291 \| [768, 448] \| 344064 \| 160346 \| 0.533965 \|
	\| 49 \| Constant_1319 \| [211, 768] \| 162048 \| 125197 \| 0.227408 \|
	\| 50 \| Constant_1337 \| [768, 211] \| 162048 \| 123451 \| 0.238183 \|
	\| 51 \| Constant_1365 \| [448, 768] \| 344064 \| 149419 \| 0.565723 \|
	\| 52 \| Constant_1375 \| [448, 768] \| 344064 \| 150699 \| 0.562003 \|
	\| 53 \| Constant_1395 \| [448, 768] \| 344064 \| 124770 \| 0.637364 \|
	\| 54 \| Constant_1454 \| [768, 448] \| 344064 \| 120648 \| 0.649344 \|
	\| 55 \| Constant_1482 \| [108, 768] \| 82944 \| 68989 \| 0.168246 \|
	\| 56 \| Constant_1500 \| [768, 108] \| 82944 \| 68556 \| 0.173466 \|
	\| 57 \| Constant_1528 \| [320, 768] \| 245760 \| 121225 \| 0.506734 \|
	\| 58 \| Constant_1538 \| [320, 768] \| 245760 \| 114789 \| 0.532922 \|
	\| 59 \| Constant_1558 \| [320, 768] \| 245760 \| 69260 \| 0.71818 \|
	\| 60 \| Constant_1617 \| [768, 320] \| 245760 \| 73575 \| 0.700623 \|
	\| 61 \| Constant_1645 \| [53, 768] \| 40704 \| 35399 \| 0.130331 \|
	\| 62 \| Constant_1663 \| [768, 53] \| 40704 \| 34918 \| 0.142148 \|
	\| 63 \| Constant_1691 \| [384, 768] \| 294912 \| 128113 \| 0.565589 \|
	\| 64 \| Constant_1701 \| [384, 768] \| 294912 \| 124553 \| 0.57766 \|
	\| 65 \| Constant_1721 \| [384, 768] \| 294912 \| 79608 \| 0.730062 \|
	\| 66 \| Constant_1780 \| [768, 384] \| 294912 \| 85158 \| 0.711243 \|
	\| 67 \| Constant_1808 \| [86, 768] \| 66048 \| 55025 \| 0.166894 \|
	\| 68 \| Constant_1826 \| [768, 86] \| 66048 \| 54584 \| 0.173571 \|
	\| 69 \| Constant_1854 \| [384, 768] \| 294912 \| 104737 \| 0.644853 \|
	\| 70 \| Constant_1864 \| [384, 768] \| 294912 \| 102558 \| 0.652242 \|
	\| 71 \| Constant_1884 \| [384, 768] \| 294912 \| 64855 \| 0.780087 \|
	\| 72 \| Constant_1943 \| [768, 384] \| 294912 \| 69674 \| 0.763746 \|
	\| 73 \| Constant_1971 \| [105, 768] \| 80640 \| 67724 \| 0.160169 \|
	\| 74 \| Constant_1989 \| [768, 105] \| 80640 \| 67519 \| 0.162711 \|
	\| 75 \| Constant_2017 \| [2, 768] \| 1536 \| 1536 \| 0 \|

	\| \| layer_id \| shape \| nparam \| nnz \| sparsity \|
	\|---:\|:--------------\|:-------------\|---------:\|---------:\|-----------:\|
	\| 0 \| Constant_15 \| [30522, 768] \| 23440896 \| 23440896 \| 0 \|
	\| 1 \| Constant_23 \| [2, 768] \| 1536 \| 1536 \| 0 \|
	\| 2 \| Constant_35 \| [512, 768] \| 393216 \| 393216 \| 0 \|
	\| 3 \| Constant_61 \| [320, 768] \| 245760 \| 106337 \| 0.567314 \|
	\| 4 \| Constant_71 \| [320, 768] \| 245760 \| 112375 \| 0.542745 \|
	\| 5 \| Constant_91 \| [320, 768] \| 245760 \| 131965 \| 0.463033 \|
	\| 6 \| Constant_150 \| [768, 320] \| 245760 \| 137497 \| 0.440523 \|
	\| 7 \| Constant_178 \| [185, 768] \| 142080 \| 110056 \| 0.225394 \|
	\| 8 \| Constant_196 \| [768, 185] \| 142080 \| 108631 \| 0.235424 \|
	\| 9 \| Constant_224 \| [320, 768] \| 245760 \| 136222 \| 0.445711 \|
	\| 10 \| Constant_234 \| [320, 768] \| 245760 \| 136267 \| 0.445528 \|
	\| 11 \| Constant_254 \| [320, 768] \| 245760 \| 124892 \| 0.491813 \|
	\| 12 \| Constant_313 \| [768, 320] \| 245760 \| 130185 \| 0.470276 \|
	\| 13 \| Constant_341 \| [315, 768] \| 241920 \| 176203 \| 0.271648 \|
	\| 14 \| Constant_359 \| [768, 315] \| 241920 \| 172407 \| 0.287339 \|
	\| 15 \| Constant_387 \| [576, 768] \| 442368 \| 198811 \| 0.550576 \|
	\| 16 \| Constant_397 \| [576, 768] \| 442368 \| 201526 \| 0.544438 \|
	\| 17 \| Constant_417 \| [576, 768] \| 442368 \| 163541 \| 0.630306 \|
	\| 18 \| Constant_476 \| [768, 576] \| 442368 \| 167245 \| 0.621932 \|
	\| 19 \| Constant_504 \| [339, 768] \| 260352 \| 185491 \| 0.287538 \|
	\| 20 \| Constant_522 \| [768, 339] \| 260352 \| 183083 \| 0.296787 \|
	\| 21 \| Constant_550 \| [576, 768] \| 442368 \| 205898 \| 0.534555 \|
	\| 22 \| Constant_560 \| [576, 768] \| 442368 \| 217621 \| 0.508054 \|
	\| 23 \| Constant_580 \| [576, 768] \| 442368 \| 209726 \| 0.525902 \|
	\| 24 \| Constant_639 \| [768, 576] \| 442368 \| 208038 \| 0.529717 \|
	\| 25 \| Constant_667 \| [368, 768] \| 282624 \| 198154 \| 0.298878 \|
	\| 26 \| Constant_685 \| [768, 368] \| 282624 \| 194127 \| 0.313126 \|
	\| 27 \| Constant_713 \| [576, 768] \| 442368 \| 212567 \| 0.519479 \|
	\| 28 \| Constant_723 \| [576, 768] \| 442368 \| 214788 \| 0.514459 \|
	\| 29 \| Constant_743 \| [576, 768] \| 442368 \| 197159 \| 0.55431 \|
	\| 30 \| Constant_802 \| [768, 576] \| 442368 \| 192495 \| 0.564853 \|
	\| 31 \| Constant_830 \| [386, 768] \| 296448 \| 205830 \| 0.305679 \|
	\| 32 \| Constant_848 \| [768, 386] \| 296448 \| 199567 \| 0.326806 \|
	\| 33 \| Constant_876 \| [384, 768] \| 294912 \| 131257 \| 0.554928 \|
	\| 34 \| Constant_886 \| [384, 768] \| 294912 \| 154458 \| 0.476257 \|
	\| 35 \| Constant_906 \| [384, 768] \| 294912 \| 159646 \| 0.458666 \|
	\| 36 \| Constant_965 \| [768, 384] \| 294912 \| 156889 \| 0.468014 \|
	\| 37 \| Constant_993 \| [336, 768] \| 258048 \| 184774 \| 0.283955 \|
	\| 38 \| Constant_1011 \| [768, 336] \| 258048 \| 178574 \| 0.307981 \|
	\| 39 \| Constant_1039 \| [448, 768] \| 344064 \| 153126 \| 0.554949 \|
	\| 40 \| Constant_1049 \| [448, 768] \| 344064 \| 169706 \| 0.50676 \|
	\| 41 \| Constant_1069 \| [448, 768] \| 344064 \| 154213 \| 0.55179 \|
	\| 42 \| Constant_1128 \| [768, 448] \| 344064 \| 148815 \| 0.567479 \|
	\| 43 \| Constant_1156 \| [280, 768] \| 215040 \| 158800 \| 0.261533 \|
	\| 44 \| Constant_1174 \| [768, 280] \| 215040 \| 156397 \| 0.272707 \|
	\| 45 \| Constant_1202 \| [448, 768] \| 344064 \| 153876 \| 0.552769 \|
	\| 46 \| Constant_1212 \| [448, 768] \| 344064 \| 180384 \| 0.475725 \|
	\| 47 \| Constant_1232 \| [448, 768] \| 344064 \| 166552 \| 0.515927 \|
	\| 48 \| Constant_1291 \| [768, 448] \| 344064 \| 160346 \| 0.533965 \|
	\| 49 \| Constant_1319 \| [211, 768] \| 162048 \| 125197 \| 0.227408 \|
	\| 50 \| Constant_1337 \| [768, 211] \| 162048 \| 123451 \| 0.238183 \|
	\| 51 \| Constant_1365 \| [448, 768] \| 344064 \| 149419 \| 0.565723 \|
	\| 52 \| Constant_1375 \| [448, 768] \| 344064 \| 150699 \| 0.562003 \|
	\| 53 \| Constant_1395 \| [448, 768] \| 344064 \| 124770 \| 0.637364 \|
	\| 54 \| Constant_1454 \| [768, 448] \| 344064 \| 120648 \| 0.649344 \|
	\| 55 \| Constant_1482 \| [108, 768] \| 82944 \| 68989 \| 0.168246 \|
	\| 56 \| Constant_1500 \| [768, 108] \| 82944 \| 68556 \| 0.173466 \|
	\| 57 \| Constant_1528 \| [320, 768] \| 245760 \| 121225 \| 0.506734 \|
	\| 58 \| Constant_1538 \| [320, 768] \| 245760 \| 114789 \| 0.532922 \|
	\| 59 \| Constant_1558 \| [320, 768] \| 245760 \| 69260 \| 0.71818 \|
	\| 60 \| Constant_1617 \| [768, 320] \| 245760 \| 73575 \| 0.700623 \|
	\| 61 \| Constant_1645 \| [53, 768] \| 40704 \| 35399 \| 0.130331 \|
	\| 62 \| Constant_1663 \| [768, 53] \| 40704 \| 34918 \| 0.142148 \|
	\| 63 \| Constant_1691 \| [384, 768] \| 294912 \| 128113 \| 0.565589 \|
	\| 64 \| Constant_1701 \| [384, 768] \| 294912 \| 124553 \| 0.57766 \|
	\| 65 \| Constant_1721 \| [384, 768] \| 294912 \| 79608 \| 0.730062 \|
	\| 66 \| Constant_1780 \| [768, 384] \| 294912 \| 85158 \| 0.711243 \|
	\| 67 \| Constant_1808 \| [86, 768] \| 66048 \| 55025 \| 0.166894 \|
	\| 68 \| Constant_1826 \| [768, 86] \| 66048 \| 54584 \| 0.173571 \|
	\| 69 \| Constant_1854 \| [384, 768] \| 294912 \| 104737 \| 0.644853 \|
	\| 70 \| Constant_1864 \| [384, 768] \| 294912 \| 102558 \| 0.652242 \|
	\| 71 \| Constant_1884 \| [384, 768] \| 294912 \| 64855 \| 0.780087 \|
	\| 72 \| Constant_1943 \| [768, 384] \| 294912 \| 69674 \| 0.763746 \|
	\| 73 \| Constant_1971 \| [105, 768] \| 80640 \| 67724 \| 0.160169 \|
	\| 74 \| Constant_1989 \| [768, 105] \| 80640 \| 67519 \| 0.162711 \|
	\| 75 \| Constant_2017 \| [2, 768] \| 1536 \| 1536 \| 0 \|