my_mod_bet-symbol.json 13 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678
  1. {
  2. "nodes": [
  3. {
  4. "op": "null",
  5. "name": "/input_21",
  6. "attrs": {
  7. "__dtype__": "0",
  8. "__shape__": "(0, 8)"
  9. },
  10. "inputs": []
  11. },
  12. {
  13. "op": "null",
  14. "name": "dense_2/kernel1",
  15. "attrs": {
  16. "__dtype__": "0",
  17. "__shape__": "(8, 256)"
  18. },
  19. "inputs": []
  20. },
  21. {
  22. "op": "dot",
  23. "name": "dot11",
  24. "inputs": [[0, 0, 0], [1, 0, 0]]
  25. },
  26. {
  27. "op": "null",
  28. "name": "dense_2/bias1",
  29. "attrs": {
  30. "__dtype__": "0",
  31. "__shape__": "(256,)"
  32. },
  33. "inputs": []
  34. },
  35. {
  36. "op": "broadcast_add",
  37. "name": "broadcast_add25",
  38. "inputs": [[2, 0, 0], [3, 0, 0]]
  39. },
  40. {
  41. "op": "LeakyReLU",
  42. "name": "leakyrelu15",
  43. "attrs": {
  44. "act_type": "leaky",
  45. "slope": "0.0"
  46. },
  47. "inputs": [[4, 0, 0]]
  48. },
  49. {
  50. "op": "null",
  51. "name": "p_re_lu_2/alpha1",
  52. "attrs": {
  53. "__dtype__": "0",
  54. "__shape__": "(256,)"
  55. },
  56. "inputs": []
  57. },
  58. {
  59. "op": "_mul_scalar",
  60. "name": "_mulscalar13",
  61. "attrs": {"scalar": "-1.0"},
  62. "inputs": [[6, 0, 0]]
  63. },
  64. {
  65. "op": "_mul_scalar",
  66. "name": "_mulscalar15",
  67. "attrs": {"scalar": "-1.0"},
  68. "inputs": [[4, 0, 0]]
  69. },
  70. {
  71. "op": "LeakyReLU",
  72. "name": "leakyrelu17",
  73. "attrs": {
  74. "act_type": "leaky",
  75. "slope": "0.0"
  76. },
  77. "inputs": [[8, 0, 0]]
  78. },
  79. {
  80. "op": "broadcast_mul",
  81. "name": "broadcast_mul7",
  82. "inputs": [[7, 0, 0], [9, 0, 0]]
  83. },
  84. {
  85. "op": "broadcast_add",
  86. "name": "broadcast_add27",
  87. "inputs": [[5, 0, 0], [10, 0, 0]]
  88. },
  89. {
  90. "op": "Reshape",
  91. "name": "reshape15",
  92. "attrs": {"shape": "(0, 8, 32)"},
  93. "inputs": [[11, 0, 0]]
  94. },
  95. {
  96. "op": "expand_dims",
  97. "name": "expand_dims17",
  98. "attrs": {"axis": "2"},
  99. "inputs": [[12, 0, 0]]
  100. },
  101. {
  102. "op": "transpose",
  103. "name": "transpose27",
  104. "attrs": {"axes": "[0, 3, 1, 2]"},
  105. "inputs": [[13, 0, 0]]
  106. },
  107. {
  108. "op": "null",
  109. "name": "conv1d_5/kernel1",
  110. "attrs": {
  111. "__dtype__": "0",
  112. "__shape__": "(3, 32, 32)"
  113. },
  114. "inputs": []
  115. },
  116. {
  117. "op": "expand_dims",
  118. "name": "expand_dims19",
  119. "attrs": {"axis": "1"},
  120. "inputs": [[15, 0, 0]]
  121. },
  122. {
  123. "op": "transpose",
  124. "name": "transpose28",
  125. "attrs": {"axes": "(3, 2, 0, 1)"},
  126. "inputs": [[16, 0, 0]]
  127. },
  128. {
  129. "op": "Convolution",
  130. "name": "conv1d_5/conv1d2",
  131. "attrs": {
  132. "dilate": "(1, 1)",
  133. "kernel": "(3, 1)",
  134. "no_bias": "True",
  135. "num_filter": "32",
  136. "pad": "(1, 0)",
  137. "stride": "(1, 1)"
  138. },
  139. "inputs": [[14, 0, 0], [17, 0, 0]]
  140. },
  141. {
  142. "op": "transpose",
  143. "name": "transpose29",
  144. "attrs": {"axes": "[0, 2, 3, 1]"},
  145. "inputs": [[18, 0, 0]]
  146. },
  147. {
  148. "op": "Reshape",
  149. "name": "reshape17",
  150. "attrs": {"shape": "(0, 8, 32)"},
  151. "inputs": [[19, 0, 0]]
  152. },
  153. {
  154. "op": "null",
  155. "name": "conv1d_5/bias1",
  156. "attrs": {
  157. "__dtype__": "0",
  158. "__shape__": "(32,)"
  159. },
  160. "inputs": []
  161. },
  162. {
  163. "op": "broadcast_add",
  164. "name": "broadcast_add29",
  165. "inputs": [[20, 0, 0], [21, 0, 0]]
  166. },
  167. {
  168. "op": "LeakyReLU",
  169. "name": "leakyrelu19",
  170. "attrs": {
  171. "act_type": "leaky",
  172. "slope": "0.0"
  173. },
  174. "inputs": [[22, 0, 0]]
  175. },
  176. {
  177. "op": "expand_dims",
  178. "name": "expand_dims21",
  179. "attrs": {"axis": "2"},
  180. "inputs": [[23, 0, 0]]
  181. },
  182. {
  183. "op": "transpose",
  184. "name": "transpose33",
  185. "attrs": {"axes": "[0, 3, 1, 2]"},
  186. "inputs": [[24, 0, 0]]
  187. },
  188. {
  189. "op": "null",
  190. "name": "conv1d_6/kernel1",
  191. "attrs": {
  192. "__dtype__": "0",
  193. "__shape__": "(3, 32, 32)"
  194. },
  195. "inputs": []
  196. },
  197. {
  198. "op": "expand_dims",
  199. "name": "expand_dims23",
  200. "attrs": {"axis": "1"},
  201. "inputs": [[26, 0, 0]]
  202. },
  203. {
  204. "op": "transpose",
  205. "name": "transpose34",
  206. "attrs": {"axes": "(3, 2, 0, 1)"},
  207. "inputs": [[27, 0, 0]]
  208. },
  209. {
  210. "op": "Convolution",
  211. "name": "conv1d_6/conv1d2",
  212. "attrs": {
  213. "dilate": "(1, 1)",
  214. "kernel": "(3, 1)",
  215. "no_bias": "True",
  216. "num_filter": "32",
  217. "pad": "(1, 0)",
  218. "stride": "(1, 1)"
  219. },
  220. "inputs": [[25, 0, 0], [28, 0, 0]]
  221. },
  222. {
  223. "op": "transpose",
  224. "name": "transpose35",
  225. "attrs": {"axes": "[0, 2, 3, 1]"},
  226. "inputs": [[29, 0, 0]]
  227. },
  228. {
  229. "op": "Reshape",
  230. "name": "reshape19",
  231. "attrs": {"shape": "(0, 8, 32)"},
  232. "inputs": [[30, 0, 0]]
  233. },
  234. {
  235. "op": "null",
  236. "name": "conv1d_6/bias1",
  237. "attrs": {
  238. "__dtype__": "0",
  239. "__shape__": "(32,)"
  240. },
  241. "inputs": []
  242. },
  243. {
  244. "op": "broadcast_add",
  245. "name": "broadcast_add31",
  246. "inputs": [[31, 0, 0], [32, 0, 0]]
  247. },
  248. {
  249. "op": "broadcast_add",
  250. "name": "broadcast_add33",
  251. "inputs": [[33, 0, 0], [12, 0, 0]]
  252. },
  253. {
  254. "op": "expand_dims",
  255. "name": "expand_dims25",
  256. "attrs": {"axis": "2"},
  257. "inputs": [[34, 0, 0]]
  258. },
  259. {
  260. "op": "transpose",
  261. "name": "transpose39",
  262. "attrs": {"axes": "[0, 3, 1, 2]"},
  263. "inputs": [[35, 0, 0]]
  264. },
  265. {
  266. "op": "null",
  267. "name": "conv1d_7/kernel1",
  268. "attrs": {
  269. "__dtype__": "0",
  270. "__shape__": "(3, 32, 32)"
  271. },
  272. "inputs": []
  273. },
  274. {
  275. "op": "expand_dims",
  276. "name": "expand_dims27",
  277. "attrs": {"axis": "1"},
  278. "inputs": [[37, 0, 0]]
  279. },
  280. {
  281. "op": "transpose",
  282. "name": "transpose40",
  283. "attrs": {"axes": "(3, 2, 0, 1)"},
  284. "inputs": [[38, 0, 0]]
  285. },
  286. {
  287. "op": "Convolution",
  288. "name": "conv1d_7/conv1d2",
  289. "attrs": {
  290. "dilate": "(1, 1)",
  291. "kernel": "(3, 1)",
  292. "no_bias": "True",
  293. "num_filter": "32",
  294. "pad": "(1, 0)",
  295. "stride": "(1, 1)"
  296. },
  297. "inputs": [[36, 0, 0], [39, 0, 0]]
  298. },
  299. {
  300. "op": "transpose",
  301. "name": "transpose41",
  302. "attrs": {"axes": "[0, 2, 3, 1]"},
  303. "inputs": [[40, 0, 0]]
  304. },
  305. {
  306. "op": "Reshape",
  307. "name": "reshape21",
  308. "attrs": {"shape": "(0, 8, 32)"},
  309. "inputs": [[41, 0, 0]]
  310. },
  311. {
  312. "op": "null",
  313. "name": "conv1d_7/bias1",
  314. "attrs": {
  315. "__dtype__": "0",
  316. "__shape__": "(32,)"
  317. },
  318. "inputs": []
  319. },
  320. {
  321. "op": "broadcast_add",
  322. "name": "broadcast_add35",
  323. "inputs": [[42, 0, 0], [43, 0, 0]]
  324. },
  325. {
  326. "op": "LeakyReLU",
  327. "name": "leakyrelu21",
  328. "attrs": {
  329. "act_type": "leaky",
  330. "slope": "0.0"
  331. },
  332. "inputs": [[44, 0, 0]]
  333. },
  334. {
  335. "op": "expand_dims",
  336. "name": "expand_dims29",
  337. "attrs": {"axis": "2"},
  338. "inputs": [[45, 0, 0]]
  339. },
  340. {
  341. "op": "transpose",
  342. "name": "transpose45",
  343. "attrs": {"axes": "[0, 3, 1, 2]"},
  344. "inputs": [[46, 0, 0]]
  345. },
  346. {
  347. "op": "null",
  348. "name": "conv1d_8/kernel1",
  349. "attrs": {
  350. "__dtype__": "0",
  351. "__shape__": "(3, 32, 32)"
  352. },
  353. "inputs": []
  354. },
  355. {
  356. "op": "expand_dims",
  357. "name": "expand_dims31",
  358. "attrs": {"axis": "1"},
  359. "inputs": [[48, 0, 0]]
  360. },
  361. {
  362. "op": "transpose",
  363. "name": "transpose46",
  364. "attrs": {"axes": "(3, 2, 0, 1)"},
  365. "inputs": [[49, 0, 0]]
  366. },
  367. {
  368. "op": "Convolution",
  369. "name": "conv1d_8/conv1d2",
  370. "attrs": {
  371. "dilate": "(1, 1)",
  372. "kernel": "(3, 1)",
  373. "no_bias": "True",
  374. "num_filter": "32",
  375. "pad": "(1, 0)",
  376. "stride": "(1, 1)"
  377. },
  378. "inputs": [[47, 0, 0], [50, 0, 0]]
  379. },
  380. {
  381. "op": "transpose",
  382. "name": "transpose47",
  383. "attrs": {"axes": "[0, 2, 3, 1]"},
  384. "inputs": [[51, 0, 0]]
  385. },
  386. {
  387. "op": "Reshape",
  388. "name": "reshape23",
  389. "attrs": {"shape": "(0, 8, 32)"},
  390. "inputs": [[52, 0, 0]]
  391. },
  392. {
  393. "op": "null",
  394. "name": "conv1d_8/bias1",
  395. "attrs": {
  396. "__dtype__": "0",
  397. "__shape__": "(32,)"
  398. },
  399. "inputs": []
  400. },
  401. {
  402. "op": "broadcast_add",
  403. "name": "broadcast_add37",
  404. "inputs": [[53, 0, 0], [54, 0, 0]]
  405. },
  406. {
  407. "op": "broadcast_add",
  408. "name": "broadcast_add39",
  409. "inputs": [[55, 0, 0], [34, 0, 0]]
  410. },
  411. {
  412. "op": "expand_dims",
  413. "name": "expand_dims33",
  414. "attrs": {"axis": "2"},
  415. "inputs": [[56, 0, 0]]
  416. },
  417. {
  418. "op": "transpose",
  419. "name": "transpose51",
  420. "attrs": {"axes": "[0, 3, 1, 2]"},
  421. "inputs": [[57, 0, 0]]
  422. },
  423. {
  424. "op": "null",
  425. "name": "conv1d_9/kernel1",
  426. "attrs": {
  427. "__dtype__": "0",
  428. "__shape__": "(3, 32, 32)"
  429. },
  430. "inputs": []
  431. },
  432. {
  433. "op": "expand_dims",
  434. "name": "expand_dims35",
  435. "attrs": {"axis": "1"},
  436. "inputs": [[59, 0, 0]]
  437. },
  438. {
  439. "op": "transpose",
  440. "name": "transpose52",
  441. "attrs": {"axes": "(3, 2, 0, 1)"},
  442. "inputs": [[60, 0, 0]]
  443. },
  444. {
  445. "op": "Convolution",
  446. "name": "conv1d_9/conv1d2",
  447. "attrs": {
  448. "dilate": "(1, 1)",
  449. "kernel": "(3, 1)",
  450. "no_bias": "True",
  451. "num_filter": "32",
  452. "pad": "(1, 0)",
  453. "stride": "(1, 1)"
  454. },
  455. "inputs": [[58, 0, 0], [61, 0, 0]]
  456. },
  457. {
  458. "op": "transpose",
  459. "name": "transpose53",
  460. "attrs": {"axes": "[0, 2, 3, 1]"},
  461. "inputs": [[62, 0, 0]]
  462. },
  463. {
  464. "op": "Reshape",
  465. "name": "reshape25",
  466. "attrs": {"shape": "(0, 8, 32)"},
  467. "inputs": [[63, 0, 0]]
  468. },
  469. {
  470. "op": "null",
  471. "name": "conv1d_9/bias1",
  472. "attrs": {
  473. "__dtype__": "0",
  474. "__shape__": "(32,)"
  475. },
  476. "inputs": []
  477. },
  478. {
  479. "op": "broadcast_add",
  480. "name": "broadcast_add41",
  481. "inputs": [[64, 0, 0], [65, 0, 0]]
  482. },
  483. {
  484. "op": "LeakyReLU",
  485. "name": "leakyrelu23",
  486. "attrs": {
  487. "act_type": "leaky",
  488. "slope": "0.0"
  489. },
  490. "inputs": [[66, 0, 0]]
  491. },
  492. {
  493. "op": "expand_dims",
  494. "name": "expand_dims37",
  495. "attrs": {"axis": "2"},
  496. "inputs": [[67, 0, 0]]
  497. },
  498. {
  499. "op": "transpose",
  500. "name": "transpose57",
  501. "attrs": {"axes": "[0, 3, 1, 2]"},
  502. "inputs": [[68, 0, 0]]
  503. },
  504. {
  505. "op": "null",
  506. "name": "conv1d_10/kernel1",
  507. "attrs": {
  508. "__dtype__": "0",
  509. "__shape__": "(3, 32, 32)"
  510. },
  511. "inputs": []
  512. },
  513. {
  514. "op": "expand_dims",
  515. "name": "expand_dims39",
  516. "attrs": {"axis": "1"},
  517. "inputs": [[70, 0, 0]]
  518. },
  519. {
  520. "op": "transpose",
  521. "name": "transpose58",
  522. "attrs": {"axes": "(3, 2, 0, 1)"},
  523. "inputs": [[71, 0, 0]]
  524. },
  525. {
  526. "op": "Convolution",
  527. "name": "conv1d_10/conv1d2",
  528. "attrs": {
  529. "dilate": "(1, 1)",
  530. "kernel": "(3, 1)",
  531. "no_bias": "True",
  532. "num_filter": "32",
  533. "pad": "(1, 0)",
  534. "stride": "(1, 1)"
  535. },
  536. "inputs": [[69, 0, 0], [72, 0, 0]]
  537. },
  538. {
  539. "op": "transpose",
  540. "name": "transpose59",
  541. "attrs": {"axes": "[0, 2, 3, 1]"},
  542. "inputs": [[73, 0, 0]]
  543. },
  544. {
  545. "op": "Reshape",
  546. "name": "reshape27",
  547. "attrs": {"shape": "(0, 8, 32)"},
  548. "inputs": [[74, 0, 0]]
  549. },
  550. {
  551. "op": "null",
  552. "name": "conv1d_10/bias1",
  553. "attrs": {
  554. "__dtype__": "0",
  555. "__shape__": "(32,)"
  556. },
  557. "inputs": []
  558. },
  559. {
  560. "op": "broadcast_add",
  561. "name": "broadcast_add43",
  562. "inputs": [[75, 0, 0], [76, 0, 0]]
  563. },
  564. {
  565. "op": "broadcast_add",
  566. "name": "broadcast_add45",
  567. "inputs": [[77, 0, 0], [56, 0, 0]]
  568. },
  569. {
  570. "op": "Flatten",
  571. "name": "flatten3",
  572. "inputs": [[78, 0, 0]]
  573. }
  574. ],
  575. "arg_nodes": [
  576. 0,
  577. 1,
  578. 3,
  579. 6,
  580. 15,
  581. 21,
  582. 26,
  583. 32,
  584. 37,
  585. 43,
  586. 48,
  587. 54,
  588. 59,
  589. 65,
  590. 70,
  591. 76
  592. ],
  593. "node_row_ptr": [
  594. 0,
  595. 1,
  596. 2,
  597. 3,
  598. 4,
  599. 5,
  600. 6,
  601. 7,
  602. 8,
  603. 9,
  604. 10,
  605. 11,
  606. 12,
  607. 13,
  608. 14,
  609. 15,
  610. 16,
  611. 17,
  612. 18,
  613. 19,
  614. 20,
  615. 21,
  616. 22,
  617. 23,
  618. 24,
  619. 25,
  620. 26,
  621. 27,
  622. 28,
  623. 29,
  624. 30,
  625. 31,
  626. 32,
  627. 33,
  628. 34,
  629. 35,
  630. 36,
  631. 37,
  632. 38,
  633. 39,
  634. 40,
  635. 41,
  636. 42,
  637. 43,
  638. 44,
  639. 45,
  640. 46,
  641. 47,
  642. 48,
  643. 49,
  644. 50,
  645. 51,
  646. 52,
  647. 53,
  648. 54,
  649. 55,
  650. 56,
  651. 57,
  652. 58,
  653. 59,
  654. 60,
  655. 61,
  656. 62,
  657. 63,
  658. 64,
  659. 65,
  660. 66,
  661. 67,
  662. 68,
  663. 69,
  664. 70,
  665. 71,
  666. 72,
  667. 73,
  668. 74,
  669. 75,
  670. 76,
  671. 77,
  672. 78,
  673. 79,
  674. 80
  675. ],
  676. "heads": [[79, 0, 0]],
  677. "attrs": {"mxnet_version": ["int", 10300]}
  678. }