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  1.  
  2. julia> using Pkg
  3.  
  4. julia> pkg"activate --temp"
  5. Activating new project at `/tmp/jl_EcHaKE`
  6.  
  7. julia> pkg"add Lux, ComponentArrays, SciMLSensitivity, LuxAMDGPU, LuxCUDA, Optimisers, OrdinaryDiffEq, Random, Statistics, Zygote, OneHotArrays, InteractiveUtils"
  8. Resolving package versions...
  9. Updating `/tmp/jl_EcHaKE/Project.toml`
  10. [b0b7db55] + ComponentArrays v0.15.5
  11. [b2108857] + Lux v0.5.10
  12. [83120cb1] + LuxAMDGPU v0.2.0
  13. [d0bbae9a] + LuxCUDA v0.3.1
  14. [0b1bfda6] + OneHotArrays v0.2.4
  15. [3bd65402] + Optimisers v0.3.1
  16. [1dea7af3] + OrdinaryDiffEq v6.59.3
  17. [1ed8b502] + SciMLSensitivity v7.47.0
  18. [e88e6eb3] + Zygote v0.6.67
  19. [b77e0a4c] + InteractiveUtils
  20. [9a3f8284] + Random
  21. [10745b16] + Statistics v1.10.0
  22. Updating `/tmp/jl_EcHaKE/Manifest.toml`
  23. [47edcb42] + ADTypes v0.2.5
  24. ⌅ [21141c5a] + AMDGPU v0.7.4
  25. [621f4979] + AbstractFFTs v1.5.0
  26. [7d9f7c33] + Accessors v0.1.33
  27. [79e6a3ab] + Adapt v3.7.1
  28. [ec485272] + ArnoldiMethod v0.2.0
  29. [4fba245c] + ArrayInterface v7.6.1
  30. [a9b6321e] + Atomix v0.1.0
  31. [ab4f0b2a] + BFloat16s v0.4.2
  32. [62783981] + BitTwiddlingConvenienceFunctions v0.1.5
  33. ⌅ [fa961155] + CEnum v0.4.2
  34. [2a0fbf3d] + CPUSummary v0.2.4
  35. [052768ef] + CUDA v5.1.1
  36. [1af6417a] + CUDA_Runtime_Discovery v0.2.2
  37. [49dc2e85] + Calculus v0.5.1
  38. [7057c7e9] + Cassette v0.3.12
  39. [082447d4] + ChainRules v1.58.0
  40. [d360d2e6] + ChainRulesCore v1.18.0
  41. [fb6a15b2] + CloseOpenIntervals v0.1.12
  42. [3da002f7] + ColorTypes v0.11.4
  43. [5ae59095] + Colors v0.12.10
  44. [38540f10] + CommonSolve v0.2.4
  45. [bbf7d656] + CommonSubexpressions v0.3.0
  46. [34da2185] + Compat v4.10.1
  47. [b0b7db55] + ComponentArrays v0.15.5
  48. [a33af91c] + CompositionsBase v0.1.2
  49. [2569d6c7] + ConcreteStructs v0.2.3
  50. [187b0558] + ConstructionBase v1.5.4
  51. [adafc99b] + CpuId v0.3.1
  52. [a8cc5b0e] + Crayons v4.1.1
  53. [9a962f9c] + DataAPI v1.15.0
  54. [a93c6f00] + DataFrames v1.6.1
  55. [864edb3b] + DataStructures v0.18.15
  56. [e2d170a0] + DataValueInterfaces v1.0.0
  57. [8bb1440f] + DelimitedFiles v1.9.1
  58. [2b5f629d] + DiffEqBase v6.141.0
  59. [459566f4] + DiffEqCallbacks v2.34.0
  60. [77a26b50] + DiffEqNoiseProcess v5.19.0
  61. [163ba53b] + DiffResults v1.1.0
  62. [b552c78f] + DiffRules v1.15.1
  63. [b4f34e82] + Distances v0.10.11
  64. [31c24e10] + Distributions v0.25.103
  65. [ffbed154] + DocStringExtensions v0.9.3
  66. [fa6b7ba4] + DualNumbers v0.6.8
  67. [da5c29d0] + EllipsisNotation v1.8.0
  68. [4e289a0a] + EnumX v1.0.4
  69. [7da242da] + Enzyme v0.11.10
  70. [f151be2c] + EnzymeCore v0.6.4
  71. [d4d017d3] + ExponentialUtilities v1.25.0
  72. [e2ba6199] + ExprTools v0.1.10
  73. [7034ab61] + FastBroadcast v0.2.8
  74. [9aa1b823] + FastClosures v0.3.2
  75. [29a986be] + FastLapackInterface v2.0.0
  76. [1a297f60] + FillArrays v1.8.0
  77. [6a86dc24] + FiniteDiff v2.21.1
  78. [53c48c17] + FixedPointNumbers v0.8.4
  79. [f6369f11] + ForwardDiff v0.10.36
  80. [f62d2435] + FunctionProperties v0.1.0
  81. [069b7b12] + FunctionWrappers v1.1.3
  82. [77dc65aa] + FunctionWrappersWrappers v0.1.3
  83. [d9f16b24] + Functors v0.4.5
  84. [0c68f7d7] + GPUArrays v9.1.0
  85. [46192b85] + GPUArraysCore v0.1.5
  86. [61eb1bfa] + GPUCompiler v0.25.0
  87. [c145ed77] + GenericSchur v0.5.3
  88. [86223c79] + Graphs v1.9.0
  89. [3e5b6fbb] + HostCPUFeatures v0.1.16
  90. [34004b35] + HypergeometricFunctions v0.3.23
  91. [7869d1d1] + IRTools v0.4.11
  92. [615f187c] + IfElse v0.1.1
  93. [d25df0c9] + Inflate v0.1.4
  94. [842dd82b] + InlineStrings v1.4.0
  95. [18e54dd8] + IntegerMathUtils v0.1.2
  96. [3587e190] + InverseFunctions v0.1.12
  97. [41ab1584] + InvertedIndices v1.3.0
  98. [92d709cd] + IrrationalConstants v0.2.2
  99. [82899510] + IteratorInterfaceExtensions v1.0.0
  100. [692b3bcd] + JLLWrappers v1.5.0
  101. [ccbc3e58] + JumpProcesses v9.8.0
  102. [ef3ab10e] + KLU v0.4.1
  103. [63c18a36] + KernelAbstractions v0.9.13
  104. [ba0b0d4f] + Krylov v0.9.4
  105. [929cbde3] + LLVM v6.4.0
  106. [8b046642] + LLVMLoopInfo v1.0.0
  107. [b964fa9f] + LaTeXStrings v1.3.1
  108. [73f95e8e] + LatticeRules v0.0.1
  109. [10f19ff3] + LayoutPointers v0.1.15
  110. [50d2b5c4] + Lazy v0.15.1
  111. [2d8b4e74] + LevyArea v1.0.0
  112. [d3d80556] + LineSearches v7.2.0
  113. [7ed4a6bd] + LinearSolve v2.20.0
  114. [2ab3a3ac] + LogExpFunctions v0.3.26
  115. [bdcacae8] + LoopVectorization v0.12.166
  116. [b2108857] + Lux v0.5.10
  117. [83120cb1] + LuxAMDGPU v0.2.0
  118. [d0bbae9a] + LuxCUDA v0.3.1
  119. [bb33d45b] + LuxCore v0.1.6
  120. [34f89e08] + LuxDeviceUtils v0.1.10
  121. [82251201] + LuxLib v0.3.8
  122. [1914dd2f] + MacroTools v0.5.11
  123. [d125e4d3] + ManualMemory v0.1.8
  124. [e1d29d7a] + Missings v1.1.0
  125. [46d2c3a1] + MuladdMacro v0.2.4
  126. [d41bc354] + NLSolversBase v7.8.3
  127. [2774e3e8] + NLsolve v4.5.1
  128. [872c559c] + NNlib v0.9.8
  129. [5da4648a] + NVTX v0.3.3
  130. [77ba4419] + NaNMath v1.0.2
  131. [8913a72c] + NonlinearSolve v2.8.2
  132. [d8793406] + ObjectFile v0.4.1
  133. [6fe1bfb0] + OffsetArrays v1.12.10
  134. [0b1bfda6] + OneHotArrays v0.2.4
  135. [429524aa] + Optim v1.7.8
  136. [3bd65402] + Optimisers v0.3.1
  137. [bac558e1] + OrderedCollections v1.6.3
  138. [1dea7af3] + OrdinaryDiffEq v6.59.3
  139. [90014a1f] + PDMats v0.11.30
  140. [65ce6f38] + PackageExtensionCompat v1.0.2
  141. [d96e819e] + Parameters v0.12.3
  142. [69de0a69] + Parsers v2.8.0
  143. [570af359] + PartialFunctions v1.2.0
  144. [e409e4f3] + PoissonRandom v0.4.4
  145. [f517fe37] + Polyester v0.7.9
  146. [1d0040c9] + PolyesterWeave v0.2.1
  147. [2dfb63ee] + PooledArrays v1.4.3
  148. [85a6dd25] + PositiveFactorizations v0.2.4
  149. [d236fae5] + PreallocationTools v0.4.12
  150. [aea7be01] + PrecompileTools v1.2.0
  151. [21216c6a] + Preferences v1.4.1
  152. [08abe8d2] + PrettyTables v2.3.1
  153. [27ebfcd6] + Primes v0.5.5
  154. [1fd47b50] + QuadGK v2.9.1
  155. [8a4e6c94] + QuasiMonteCarlo v0.3.3
  156. [74087812] + Random123 v1.6.1
  157. [e6cf234a] + RandomNumbers v1.5.3
  158. [c1ae055f] + RealDot v0.1.0
  159. [3cdcf5f2] + RecipesBase v1.3.4
  160. [731186ca] + RecursiveArrayTools v2.38.10
  161. [f2c3362d] + RecursiveFactorization v0.2.21
  162. [189a3867] + Reexport v1.2.2
  163. [ae029012] + Requires v1.3.0
  164. [ae5879a3] + ResettableStacks v1.1.1
  165. [37e2e3b7] + ReverseDiff v1.15.1
  166. [79098fc4] + Rmath v0.7.1
  167. [7e49a35a] + RuntimeGeneratedFunctions v0.5.12
  168. [94e857df] + SIMDTypes v0.1.0
  169. [476501e8] + SLEEFPirates v0.6.42
  170. [0bca4576] + SciMLBase v2.9.1
  171. [e9a6253c] + SciMLNLSolve v0.1.9
  172. [c0aeaf25] + SciMLOperators v0.3.7
  173. [1ed8b502] + SciMLSensitivity v7.47.0
  174. [6c6a2e73] + Scratch v1.2.1
  175. [91c51154] + SentinelArrays v1.4.1
  176. [efcf1570] + Setfield v1.1.1
  177. [727e6d20] + SimpleNonlinearSolve v0.1.25
  178. [699a6c99] + SimpleTraits v0.9.4
  179. [ce78b400] + SimpleUnPack v1.1.0
  180. [ed01d8cd] + Sobol v1.5.0
  181. [a2af1166] + SortingAlgorithms v1.2.0
  182. [47a9eef4] + SparseDiffTools v2.13.0
  183. [dc90abb0] + SparseInverseSubset v0.1.1
  184. [e56a9233] + Sparspak v0.3.9
  185. [276daf66] + SpecialFunctions v2.3.1
  186. [aedffcd0] + Static v0.8.8
  187. [0d7ed370] + StaticArrayInterface v1.4.1
  188. [90137ffa] + StaticArrays v1.7.0
  189. [1e83bf80] + StaticArraysCore v1.4.2
  190. [82ae8749] + StatsAPI v1.7.0
  191. [2913bbd2] + StatsBase v0.34.2
  192. [4c63d2b9] + StatsFuns v1.3.0
  193. [789caeaf] + StochasticDiffEq v6.63.2
  194. [7792a7ef] + StrideArraysCore v0.5.2
  195. [892a3eda] + StringManipulation v0.3.4
  196. [09ab397b] + StructArrays v0.6.16
  197. [53d494c1] + StructIO v0.3.0
  198. [2efcf032] + SymbolicIndexingInterface v0.2.2
  199. [3783bdb8] + TableTraits v1.0.1
  200. [bd369af6] + Tables v1.11.1
  201. [8290d209] + ThreadingUtilities v0.5.2
  202. [a759f4b9] + TimerOutputs v0.5.23
  203. [9f7883ad] + Tracker v0.2.30
  204. [a2a6695c] + TreeViews v0.3.0
  205. [d5829a12] + TriangularSolve v0.1.20
  206. [410a4b4d] + Tricks v0.1.8
  207. [781d530d] + TruncatedStacktraces v1.4.0
  208. [3a884ed6] + UnPack v1.0.2
  209. [013be700] + UnsafeAtomics v0.2.1
  210. [d80eeb9a] + UnsafeAtomicsLLVM v0.1.3
  211. [3d5dd08c] + VectorizationBase v0.21.65
  212. [19fa3120] + VertexSafeGraphs v0.2.0
  213. [d49dbf32] + WeightInitializers v0.1.2
  214. [e88e6eb3] + Zygote v0.6.67
  215. [700de1a5] + ZygoteRules v0.2.4
  216. [02a925ec] + cuDNN v1.2.1
  217. [6e34b625] + Bzip2_jll v1.0.8+0
  218. [4ee394cb] + CUDA_Driver_jll v0.7.0+0
  219. [76a88914] + CUDA_Runtime_jll v0.10.1+0
  220. [62b44479] + CUDNN_jll v8.9.4+0
  221. [ab5a07f8] + Elfutils_jll v0.189.0+1
  222. ⌅ [7cc45869] + Enzyme_jll v0.0.89+0
  223. [2696aab5] + HIP_jll v5.4.4+0
  224. [1d5cc7b8] + IntelOpenMP_jll v2023.2.0+0
  225. [9c1d0b0a] + JuliaNVTXCallbacks_jll v0.2.1+0
  226. [dad2f222] + LLVMExtra_jll v0.0.27+1
  227. ⌅ [86de99a1] + LLVM_jll v15.0.7+9
  228. [d4300ac3] + Libgcrypt_jll v1.8.7+0
  229. [7e76a0d4] + Libglvnd_jll v1.6.0+0
  230. [7add5ba3] + Libgpg_error_jll v1.42.0+0
  231. [94ce4f54] + Libiconv_jll v1.17.0+0
  232. [856f044c] + MKL_jll v2023.2.0+0
  233. [7f51dc2b] + NUMA_jll v2.0.14+0
  234. [e98f9f5b] + NVTX_jll v3.1.0+2
  235. [efe28fd5] + OpenSpecFun_jll v0.5.5+0
  236. [8fbdd1d2] + ROCmCompilerSupport_jll v5.4.4+0
  237. [873c0968] + ROCmDeviceLibs_jll v5.6.1+1
  238. [10ae2a08] + ROCmOpenCLRuntime_jll v5.4.4+0
  239. [f50d1b31] + Rmath_jll v0.4.0+0
  240. [02c8fc9c] + XML2_jll v2.12.0+0
  241. [aed1982a] + XSLT_jll v1.1.34+0
  242. [ffd25f8a] + XZ_jll v5.4.5+0
  243. [4f6342f7] + Xorg_libX11_jll v1.8.6+0
  244. [0c0b7dd1] + Xorg_libXau_jll v1.0.11+0
  245. [a3789734] + Xorg_libXdmcp_jll v1.1.4+0
  246. [1082639a] + Xorg_libXext_jll v1.3.4+4
  247. [a65dc6b1] + Xorg_libpciaccess_jll v0.16.0+1
  248. [14d82f49] + Xorg_libpthread_stubs_jll v0.1.1+0
  249. [c7cfdc94] + Xorg_libxcb_jll v1.15.0+0
  250. [c4d99508] + Xorg_xorgproto_jll v2019.2.0+2
  251. [c5fb5394] + Xorg_xtrans_jll v1.5.0+0
  252. [c53206cc] + argp_standalone_jll v1.3.1+0
  253. [d65627f6] + fts_jll v1.2.8+0
  254. [dd59ff1a] + hsa_rocr_jll v5.4.4+0
  255. [1cecccd7] + hsakmt_roct_jll v5.5.1+0
  256. [8e53e030] + libdrm_jll v2.4.110+0
  257. [c88a4935] + obstack_jll v1.2.3+0
  258. [5a766526] + rocminfo_jll v5.4.4+0
  259. [0dad84c5] + ArgTools v1.1.1
  260. [56f22d72] + Artifacts
  261. [2a0f44e3] + Base64
  262. [ade2ca70] + Dates
  263. [8ba89e20] + Distributed
  264. [f43a241f] + Downloads v1.6.0
  265. [7b1f6079] + FileWatching
  266. [9fa8497b] + Future
  267. [b77e0a4c] + InteractiveUtils
  268. [4af54fe1] + LazyArtifacts
  269. [b27032c2] + LibCURL v0.6.4
  270. [76f85450] + LibGit2
  271. [8f399da3] + Libdl
  272. [37e2e46d] + LinearAlgebra
  273. [56ddb016] + Logging
  274. [d6f4376e] + Markdown
  275. [a63ad114] + Mmap
  276. [ca575930] + NetworkOptions v1.2.0
  277. [44cfe95a] + Pkg v1.10.0
  278. [de0858da] + Printf
  279. [3fa0cd96] + REPL
  280. [9a3f8284] + Random
  281. [ea8e919c] + SHA v0.7.0
  282. [9e88b42a] + Serialization
  283. [1a1011a3] + SharedArrays
  284. [6462fe0b] + Sockets
  285. [2f01184e] + SparseArrays v1.10.0
  286. [10745b16] + Statistics v1.10.0
  287. [4607b0f0] + SuiteSparse
  288. [fa267f1f] + TOML v1.0.3
  289. [a4e569a6] + Tar v1.10.0
  290. [8dfed614] + Test
  291. [cf7118a7] + UUIDs
  292. [4ec0a83e] + Unicode
  293. [e66e0078] + CompilerSupportLibraries_jll v1.0.5+1
  294. [d55e3150] + LLD_jll v15.0.7+9
  295. [deac9b47] + LibCURL_jll v8.4.0+0
  296. [e37daf67] + LibGit2_jll v1.6.4+0
  297. [29816b5a] + LibSSH2_jll v1.11.0+1
  298. [c8ffd9c3] + MbedTLS_jll v2.28.2+1
  299. [14a3606d] + MozillaCACerts_jll v2023.1.10
  300. [4536629a] + OpenBLAS_jll v0.3.23+2
  301. [05823500] + OpenLibm_jll v0.8.1+2
  302. [bea87d4a] + SuiteSparse_jll v7.2.1+1
  303. [83775a58] + Zlib_jll v1.2.13+1
  304. [8f36deef] + libLLVM_jll v15.0.7+9
  305. [8e850b90] + libblastrampoline_jll v5.8.0+1
  306. [8e850ede] + nghttp2_jll v1.52.0+1
  307. [3f19e933] + p7zip_jll v17.4.0+2
  308. Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m`
  309.  
  310. julia> Pkg.precompile()
  311.  
  312. julia> pkg"status"
  313. Status `/tmp/jl_EcHaKE/Project.toml`
  314. [b0b7db55] ComponentArrays v0.15.5
  315. [b2108857] Lux v0.5.10
  316. [83120cb1] LuxAMDGPU v0.2.0
  317. [d0bbae9a] LuxCUDA v0.3.1
  318. [0b1bfda6] OneHotArrays v0.2.4
  319. [3bd65402] Optimisers v0.3.1
  320. [1dea7af3] OrdinaryDiffEq v6.59.3
  321. [1ed8b502] SciMLSensitivity v7.47.0
  322. [e88e6eb3] Zygote v0.6.67
  323. [b77e0a4c] InteractiveUtils
  324. [9a3f8284] Random
  325. [10745b16] Statistics v1.10.0
  326.  
  327. julia> pkg"status -m"
  328. Status `/tmp/jl_EcHaKE/Manifest.toml`
  329. [47edcb42] ADTypes v0.2.5
  330. ⌅ [21141c5a] AMDGPU v0.7.4
  331. [621f4979] AbstractFFTs v1.5.0
  332. [7d9f7c33] Accessors v0.1.33
  333. [79e6a3ab] Adapt v3.7.1
  334. [ec485272] ArnoldiMethod v0.2.0
  335. [4fba245c] ArrayInterface v7.6.1
  336. [a9b6321e] Atomix v0.1.0
  337. [ab4f0b2a] BFloat16s v0.4.2
  338. [62783981] BitTwiddlingConvenienceFunctions v0.1.5
  339. ⌅ [fa961155] CEnum v0.4.2
  340. [2a0fbf3d] CPUSummary v0.2.4
  341. [052768ef] CUDA v5.1.1
  342. [1af6417a] CUDA_Runtime_Discovery v0.2.2
  343. [49dc2e85] Calculus v0.5.1
  344. [7057c7e9] Cassette v0.3.12
  345. [082447d4] ChainRules v1.58.0
  346. [d360d2e6] ChainRulesCore v1.18.0
  347. [fb6a15b2] CloseOpenIntervals v0.1.12
  348. [3da002f7] ColorTypes v0.11.4
  349. [5ae59095] Colors v0.12.10
  350. [38540f10] CommonSolve v0.2.4
  351. [bbf7d656] CommonSubexpressions v0.3.0
  352. [34da2185] Compat v4.10.1
  353. [b0b7db55] ComponentArrays v0.15.5
  354. [a33af91c] CompositionsBase v0.1.2
  355. [2569d6c7] ConcreteStructs v0.2.3
  356. [187b0558] ConstructionBase v1.5.4
  357. [adafc99b] CpuId v0.3.1
  358. [a8cc5b0e] Crayons v4.1.1
  359. [9a962f9c] DataAPI v1.15.0
  360. [a93c6f00] DataFrames v1.6.1
  361. [864edb3b] DataStructures v0.18.15
  362. [e2d170a0] DataValueInterfaces v1.0.0
  363. [8bb1440f] DelimitedFiles v1.9.1
  364. [2b5f629d] DiffEqBase v6.141.0
  365. [459566f4] DiffEqCallbacks v2.34.0
  366. [77a26b50] DiffEqNoiseProcess v5.19.0
  367. [163ba53b] DiffResults v1.1.0
  368. [b552c78f] DiffRules v1.15.1
  369. [b4f34e82] Distances v0.10.11
  370. [31c24e10] Distributions v0.25.103
  371. [ffbed154] DocStringExtensions v0.9.3
  372. [fa6b7ba4] DualNumbers v0.6.8
  373. [da5c29d0] EllipsisNotation v1.8.0
  374. [4e289a0a] EnumX v1.0.4
  375. [7da242da] Enzyme v0.11.10
  376. [f151be2c] EnzymeCore v0.6.4
  377. [d4d017d3] ExponentialUtilities v1.25.0
  378. [e2ba6199] ExprTools v0.1.10
  379. [7034ab61] FastBroadcast v0.2.8
  380. [9aa1b823] FastClosures v0.3.2
  381. [29a986be] FastLapackInterface v2.0.0
  382. [1a297f60] FillArrays v1.8.0
  383. [6a86dc24] FiniteDiff v2.21.1
  384. [53c48c17] FixedPointNumbers v0.8.4
  385. [f6369f11] ForwardDiff v0.10.36
  386. [f62d2435] FunctionProperties v0.1.0
  387. [069b7b12] FunctionWrappers v1.1.3
  388. [77dc65aa] FunctionWrappersWrappers v0.1.3
  389. [d9f16b24] Functors v0.4.5
  390. [0c68f7d7] GPUArrays v9.1.0
  391. [46192b85] GPUArraysCore v0.1.5
  392. [61eb1bfa] GPUCompiler v0.25.0
  393. [c145ed77] GenericSchur v0.5.3
  394. [86223c79] Graphs v1.9.0
  395. [3e5b6fbb] HostCPUFeatures v0.1.16
  396. [34004b35] HypergeometricFunctions v0.3.23
  397. [7869d1d1] IRTools v0.4.11
  398. [615f187c] IfElse v0.1.1
  399. [d25df0c9] Inflate v0.1.4
  400. [842dd82b] InlineStrings v1.4.0
  401. [18e54dd8] IntegerMathUtils v0.1.2
  402. [3587e190] InverseFunctions v0.1.12
  403. [41ab1584] InvertedIndices v1.3.0
  404. [92d709cd] IrrationalConstants v0.2.2
  405. [82899510] IteratorInterfaceExtensions v1.0.0
  406. [692b3bcd] JLLWrappers v1.5.0
  407. [ccbc3e58] JumpProcesses v9.8.0
  408. [ef3ab10e] KLU v0.4.1
  409. [63c18a36] KernelAbstractions v0.9.13
  410. [ba0b0d4f] Krylov v0.9.4
  411. [929cbde3] LLVM v6.4.0
  412. [8b046642] LLVMLoopInfo v1.0.0
  413. [b964fa9f] LaTeXStrings v1.3.1
  414. [73f95e8e] LatticeRules v0.0.1
  415. [10f19ff3] LayoutPointers v0.1.15
  416. [50d2b5c4] Lazy v0.15.1
  417. [2d8b4e74] LevyArea v1.0.0
  418. [d3d80556] LineSearches v7.2.0
  419. [7ed4a6bd] LinearSolve v2.20.0
  420. [2ab3a3ac] LogExpFunctions v0.3.26
  421. [bdcacae8] LoopVectorization v0.12.166
  422. [b2108857] Lux v0.5.10
  423. [83120cb1] LuxAMDGPU v0.2.0
  424. [d0bbae9a] LuxCUDA v0.3.1
  425. [bb33d45b] LuxCore v0.1.6
  426. [34f89e08] LuxDeviceUtils v0.1.10
  427. [82251201] LuxLib v0.3.8
  428. [1914dd2f] MacroTools v0.5.11
  429. [d125e4d3] ManualMemory v0.1.8
  430. [e1d29d7a] Missings v1.1.0
  431. [46d2c3a1] MuladdMacro v0.2.4
  432. [d41bc354] NLSolversBase v7.8.3
  433. [2774e3e8] NLsolve v4.5.1
  434. [872c559c] NNlib v0.9.8
  435. [5da4648a] NVTX v0.3.3
  436. [77ba4419] NaNMath v1.0.2
  437. [8913a72c] NonlinearSolve v2.8.2
  438. [d8793406] ObjectFile v0.4.1
  439. [6fe1bfb0] OffsetArrays v1.12.10
  440. [0b1bfda6] OneHotArrays v0.2.4
  441. [429524aa] Optim v1.7.8
  442. [3bd65402] Optimisers v0.3.1
  443. [bac558e1] OrderedCollections v1.6.3
  444. [1dea7af3] OrdinaryDiffEq v6.59.3
  445. [90014a1f] PDMats v0.11.30
  446. [65ce6f38] PackageExtensionCompat v1.0.2
  447. [d96e819e] Parameters v0.12.3
  448. [69de0a69] Parsers v2.8.0
  449. [570af359] PartialFunctions v1.2.0
  450. [e409e4f3] PoissonRandom v0.4.4
  451. [f517fe37] Polyester v0.7.9
  452. [1d0040c9] PolyesterWeave v0.2.1
  453. [2dfb63ee] PooledArrays v1.4.3
  454. [85a6dd25] PositiveFactorizations v0.2.4
  455. [d236fae5] PreallocationTools v0.4.12
  456. [aea7be01] PrecompileTools v1.2.0
  457. [21216c6a] Preferences v1.4.1
  458. [08abe8d2] PrettyTables v2.3.1
  459. [27ebfcd6] Primes v0.5.5
  460. [1fd47b50] QuadGK v2.9.1
  461. [8a4e6c94] QuasiMonteCarlo v0.3.3
  462. [74087812] Random123 v1.6.1
  463. [e6cf234a] RandomNumbers v1.5.3
  464. [c1ae055f] RealDot v0.1.0
  465. [3cdcf5f2] RecipesBase v1.3.4
  466. [731186ca] RecursiveArrayTools v2.38.10
  467. [f2c3362d] RecursiveFactorization v0.2.21
  468. [189a3867] Reexport v1.2.2
  469. [ae029012] Requires v1.3.0
  470. [ae5879a3] ResettableStacks v1.1.1
  471. [37e2e3b7] ReverseDiff v1.15.1
  472. [79098fc4] Rmath v0.7.1
  473. [7e49a35a] RuntimeGeneratedFunctions v0.5.12
  474. [94e857df] SIMDTypes v0.1.0
  475. [476501e8] SLEEFPirates v0.6.42
  476. [0bca4576] SciMLBase v2.9.1
  477. [e9a6253c] SciMLNLSolve v0.1.9
  478. [c0aeaf25] SciMLOperators v0.3.7
  479. [1ed8b502] SciMLSensitivity v7.47.0
  480. [6c6a2e73] Scratch v1.2.1
  481. [91c51154] SentinelArrays v1.4.1
  482. [efcf1570] Setfield v1.1.1
  483. [727e6d20] SimpleNonlinearSolve v0.1.25
  484. [699a6c99] SimpleTraits v0.9.4
  485. [ce78b400] SimpleUnPack v1.1.0
  486. [ed01d8cd] Sobol v1.5.0
  487. [a2af1166] SortingAlgorithms v1.2.0
  488. [47a9eef4] SparseDiffTools v2.13.0
  489. [dc90abb0] SparseInverseSubset v0.1.1
  490. [e56a9233] Sparspak v0.3.9
  491. [276daf66] SpecialFunctions v2.3.1
  492. [aedffcd0] Static v0.8.8
  493. [0d7ed370] StaticArrayInterface v1.4.1
  494. [90137ffa] StaticArrays v1.7.0
  495. [1e83bf80] StaticArraysCore v1.4.2
  496. [82ae8749] StatsAPI v1.7.0
  497. [2913bbd2] StatsBase v0.34.2
  498. [4c63d2b9] StatsFuns v1.3.0
  499. [789caeaf] StochasticDiffEq v6.63.2
  500. [7792a7ef] StrideArraysCore v0.5.2
  501. [892a3eda] StringManipulation v0.3.4
  502. [09ab397b] StructArrays v0.6.16
  503. [53d494c1] StructIO v0.3.0
  504. [2efcf032] SymbolicIndexingInterface v0.2.2
  505. [3783bdb8] TableTraits v1.0.1
  506. [bd369af6] Tables v1.11.1
  507. [8290d209] ThreadingUtilities v0.5.2
  508. [a759f4b9] TimerOutputs v0.5.23
  509. [9f7883ad] Tracker v0.2.30
  510. [a2a6695c] TreeViews v0.3.0
  511. [d5829a12] TriangularSolve v0.1.20
  512. [410a4b4d] Tricks v0.1.8
  513. [781d530d] TruncatedStacktraces v1.4.0
  514. [3a884ed6] UnPack v1.0.2
  515. [013be700] UnsafeAtomics v0.2.1
  516. [d80eeb9a] UnsafeAtomicsLLVM v0.1.3
  517. [3d5dd08c] VectorizationBase v0.21.65
  518. [19fa3120] VertexSafeGraphs v0.2.0
  519. [d49dbf32] WeightInitializers v0.1.2
  520. [e88e6eb3] Zygote v0.6.67
  521. [700de1a5] ZygoteRules v0.2.4
  522. [02a925ec] cuDNN v1.2.1
  523. [6e34b625] Bzip2_jll v1.0.8+0
  524. [4ee394cb] CUDA_Driver_jll v0.7.0+0
  525. [76a88914] CUDA_Runtime_jll v0.10.1+0
  526. [62b44479] CUDNN_jll v8.9.4+0
  527. [ab5a07f8] Elfutils_jll v0.189.0+1
  528. ⌅ [7cc45869] Enzyme_jll v0.0.89+0
  529. [2696aab5] HIP_jll v5.4.4+0
  530. [1d5cc7b8] IntelOpenMP_jll v2023.2.0+0
  531. [9c1d0b0a] JuliaNVTXCallbacks_jll v0.2.1+0
  532. [dad2f222] LLVMExtra_jll v0.0.27+1
  533. ⌅ [86de99a1] LLVM_jll v15.0.7+9
  534. [d4300ac3] Libgcrypt_jll v1.8.7+0
  535. [7e76a0d4] Libglvnd_jll v1.6.0+0
  536. [7add5ba3] Libgpg_error_jll v1.42.0+0
  537. [94ce4f54] Libiconv_jll v1.17.0+0
  538. [856f044c] MKL_jll v2023.2.0+0
  539. [7f51dc2b] NUMA_jll v2.0.14+0
  540. [e98f9f5b] NVTX_jll v3.1.0+2
  541. [efe28fd5] OpenSpecFun_jll v0.5.5+0
  542. [8fbdd1d2] ROCmCompilerSupport_jll v5.4.4+0
  543. [873c0968] ROCmDeviceLibs_jll v5.6.1+1
  544. [10ae2a08] ROCmOpenCLRuntime_jll v5.4.4+0
  545. [f50d1b31] Rmath_jll v0.4.0+0
  546. [02c8fc9c] XML2_jll v2.12.0+0
  547. [aed1982a] XSLT_jll v1.1.34+0
  548. [ffd25f8a] XZ_jll v5.4.5+0
  549. [4f6342f7] Xorg_libX11_jll v1.8.6+0
  550. [0c0b7dd1] Xorg_libXau_jll v1.0.11+0
  551. [a3789734] Xorg_libXdmcp_jll v1.1.4+0
  552. [1082639a] Xorg_libXext_jll v1.3.4+4
  553. [a65dc6b1] Xorg_libpciaccess_jll v0.16.0+1
  554. [14d82f49] Xorg_libpthread_stubs_jll v0.1.1+0
  555. [c7cfdc94] Xorg_libxcb_jll v1.15.0+0
  556. [c4d99508] Xorg_xorgproto_jll v2019.2.0+2
  557. [c5fb5394] Xorg_xtrans_jll v1.5.0+0
  558. [c53206cc] argp_standalone_jll v1.3.1+0
  559. [d65627f6] fts_jll v1.2.8+0
  560. [dd59ff1a] hsa_rocr_jll v5.4.4+0
  561. [1cecccd7] hsakmt_roct_jll v5.5.1+0
  562. [8e53e030] libdrm_jll v2.4.110+0
  563. [c88a4935] obstack_jll v1.2.3+0
  564. [5a766526] rocminfo_jll v5.4.4+0
  565. [0dad84c5] ArgTools v1.1.1
  566. [56f22d72] Artifacts
  567. [2a0f44e3] Base64
  568. [ade2ca70] Dates
  569. [8ba89e20] Distributed
  570. [f43a241f] Downloads v1.6.0
  571. [7b1f6079] FileWatching
  572. [9fa8497b] Future
  573. [b77e0a4c] InteractiveUtils
  574. [4af54fe1] LazyArtifacts
  575. [b27032c2] LibCURL v0.6.4
  576. [76f85450] LibGit2
  577. [8f399da3] Libdl
  578. [37e2e46d] LinearAlgebra
  579. [56ddb016] Logging
  580. [d6f4376e] Markdown
  581. [a63ad114] Mmap
  582. [ca575930] NetworkOptions v1.2.0
  583. [44cfe95a] Pkg v1.10.0
  584. [de0858da] Printf
  585. [3fa0cd96] REPL
  586. [9a3f8284] Random
  587. [ea8e919c] SHA v0.7.0
  588. [9e88b42a] Serialization
  589. [1a1011a3] SharedArrays
  590. [6462fe0b] Sockets
  591. [2f01184e] SparseArrays v1.10.0
  592. [10745b16] Statistics v1.10.0
  593. [4607b0f0] SuiteSparse
  594. [fa267f1f] TOML v1.0.3
  595. [a4e569a6] Tar v1.10.0
  596. [8dfed614] Test
  597. [cf7118a7] UUIDs
  598. [4ec0a83e] Unicode
  599. [e66e0078] CompilerSupportLibraries_jll v1.0.5+1
  600. [d55e3150] LLD_jll v15.0.7+9
  601. [deac9b47] LibCURL_jll v8.4.0+0
  602. [e37daf67] LibGit2_jll v1.6.4+0
  603. [29816b5a] LibSSH2_jll v1.11.0+1
  604. [c8ffd9c3] MbedTLS_jll v2.28.2+1
  605. [14a3606d] MozillaCACerts_jll v2023.1.10
  606. [4536629a] OpenBLAS_jll v0.3.23+2
  607. [05823500] OpenLibm_jll v0.8.1+2
  608. [bea87d4a] SuiteSparse_jll v7.2.1+1
  609. [83775a58] Zlib_jll v1.2.13+1
  610. [8f36deef] libLLVM_jll v15.0.7+9
  611. [8e850b90] libblastrampoline_jll v5.8.0+1
  612. [8e850ede] nghttp2_jll v1.52.0+1
  613. [3f19e933] p7zip_jll v17.4.0+2
  614. Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m`
  615.  
  616. julia> @time_imports using Lux, ComponentArrays, SciMLSensitivity, LuxAMDGPU, LuxCUDA,
  617. Optimisers, OrdinaryDiffEq, Random, Statistics, Zygote, OneHotArrays, InteractiveUtils
  618. 0.3 ms Compat
  619. 0.2 ms Compat → CompatLinearAlgebraExt
  620. 15.8 ms ChainRulesCore
  621. 5.0 ms UnsafeAtomics
  622. 7.6 ms Atomix
  623. ┌ 0.9 ms SuiteSparse_jll.__init__()
  624. 29.3 ms SuiteSparse_jll 95.13% compilation time
  625. ┌ 8.2 ms SparseArrays.CHOLMOD.__init__() 94.93% compilation time
  626. 155.5 ms SparseArrays 5.02% compilation time
  627. 0.4 ms ChainRulesCore → ChainRulesCoreSparseArraysExt
  628. 0.6 ms StaticArraysCore
  629. 216.6 ms StaticArrays
  630. 0.4 ms Adapt
  631. 0.1 ms Adapt → AdaptStaticArraysExt
  632. 1.7 ms CEnum
  633. 0.1 ms LazyArtifacts
  634. ┌ 1.3 ms LLVMExtra_jll.__init__()
  635. 1.7 ms LLVMExtra_jll
  636. ┌ 0.2 ms LLVM.__init__()
  637. 38.9 ms LLVM
  638. 2.1 ms UnsafeAtomicsLLVM
  639. 12.5 ms KernelAbstractions
  640. 1.9 ms GPUArraysCore
  641. 0.7 ms Statistics
  642. 0.1 ms StaticArrays → StaticArraysStatisticsExt
  643. ┌ 17.5 ms NNlib.__init__() 99.46% compilation time
  644. 25.8 ms NNlib 67.62% compilation time
  645. 0.2 ms PackageExtensionCompat
  646. ┌ 0.0 ms LuxLib.__init__()
  647. 74.7 ms LuxLib
  648. 0.3 ms ConcreteStructs
  649. 1.8 ms Functors
  650. 0.4 ms ConstructionBase
  651. 0.5 ms ConstructionBase → ConstructionBaseStaticArraysExt
  652. 9.0 ms Setfield
  653. ┌ 0.0 ms TruncatedStacktraces.__init__()
  654. 0.3 ms TruncatedStacktraces
  655. 0.5 ms LuxCore
  656. ┌ 0.0 ms LuxDeviceUtils.__init__()
  657. 0.5 ms LuxDeviceUtils
  658. 0.7 ms PartialFunctions
  659. 5.0 ms IrrationalConstants
  660. 0.4 ms LogExpFunctions
  661. 0.4 ms LogExpFunctions → LogExpFunctionsChainRulesCoreExt
  662. ┌ 0.0 ms OpenLibm_jll.__init__()
  663. 0.2 ms OpenLibm_jll
  664. ┌ 5.5 ms CompilerSupportLibraries_jll.__init__() 92.39% compilation time
  665. 5.8 ms CompilerSupportLibraries_jll 88.08% compilation time
  666. ┌ 0.2 ms OpenSpecFun_jll.__init__()
  667. 0.5 ms OpenSpecFun_jll
  668. 6.6 ms SpecialFunctions
  669. 0.8 ms SpecialFunctions → SpecialFunctionsChainRulesCoreExt
  670. 0.6 ms WeightInitializers
  671. 1.0 ms ADTypes
  672. 3.6 ms Optimisers
  673. ┌ 0.0 ms Lux.__init__()
  674. 5.4 ms Lux
  675. 0.2 ms SuiteSparse
  676. 1.0 ms ArrayInterface
  677. 0.2 ms ArrayInterface → ArrayInterfaceGPUArraysCoreExt
  678. 0.3 ms ArrayInterface → ArrayInterfaceStaticArraysCoreExt
  679. 0.1 ms IfElse
  680. 15.8 ms Static
  681. 3.7 ms StaticArrayInterface
  682. 1.1 ms StaticArrayInterface → StaticArrayInterfaceStaticArraysExt
  683. ┌ 0.0 ms ComponentArrays.__init__()
  684. 36.1 ms ComponentArrays
  685. 0.2 ms ComponentArrays → ComponentArraysAdaptExt
  686. 0.1 ms ComponentArrays → ComponentArraysConstructionBaseExt
  687. 0.6 ms Lux → LuxComponentArraysExt
  688. 8.0 ms FunctionWrappers
  689. 0.2 ms MuladdMacro
  690. 0.7 ms ManualMemory
  691. ┌ 0.0 ms ThreadingUtilities.__init__()
  692. 6.7 ms ThreadingUtilities
  693. 0.3 ms SIMDTypes
  694. 1.8 ms LayoutPointers
  695. 3.0 ms CloseOpenIntervals
  696. 9.9 ms StrideArraysCore
  697. 0.2 ms BitTwiddlingConvenienceFunctions
  698. 0.7 ms CpuId
  699. ┌ 9.5 ms CPUSummary.__init__() 99.61% compilation time
  700. 13.8 ms CPUSummary 68.26% compilation time
  701. ┌ 0.0 ms PolyesterWeave.__init__()
  702. 7.3 ms PolyesterWeave
  703. 0.6 ms Polyester
  704. 0.3 ms FastBroadcast
  705. 10.5 ms RecipesBase
  706. 0.4 ms SymbolicIndexingInterface
  707. 14.2 ms RecursiveArrayTools
  708. 0.5 ms ComponentArrays → ComponentArraysRecursiveArrayToolsExt
  709. 0.7 ms DiffRules
  710. 0.9 ms DiffResults
  711. 0.2 ms NaNMath
  712. 0.2 ms CommonSubexpressions
  713. 39.8 ms ForwardDiff
  714. 0.7 ms ForwardDiff → ForwardDiffStaticArraysExt
  715. 0.3 ms LuxLib → LuxLibForwardDiffExt
  716. 0.4 ms EnumX
  717. 0.6 ms PreallocationTools
  718. 0.2 ms FunctionWrappersWrappers
  719. 0.1 ms CommonSolve
  720. 0.3 ms ExprTools
  721. 0.5 ms RuntimeGeneratedFunctions
  722. 65.3 ms FillArrays
  723. 2.6 ms FillArrays → FillArraysSparseArraysExt
  724. 0.2 ms LuxDeviceUtils → LuxDeviceUtilsFillArraysExt
  725. 0.2 ms FillArrays → FillArraysStatisticsExt
  726. 0.4 ms DelimitedFiles
  727. 2.8 ms Sobol
  728. 7.6 ms LatticeRules
  729. 0.3 ms IntegerMathUtils
  730. 6.3 ms Primes
  731. 28.7 ms Test
  732. 0.3 ms TranscodingStreams → TestExt
  733. 0.5 ms InverseFunctions
  734. 0.1 ms LogExpFunctions → LogExpFunctionsInverseFunctionsExt
  735. 0.1 ms CompositionsBase
  736. 0.1 ms CompositionsBase → CompositionsBaseInverseFunctionsExt
  737. 10.9 ms Accessors
  738. 0.3 ms Accessors → AccessorsStaticArraysExt
  739. 2.6 ms QuasiMonteCarlo
  740. 0.2 ms Tricks
  741. 9.2 ms Lazy
  742. 12.0 ms SciMLOperators
  743. ┌ 13.0 ms SciMLBase.__init__() 99.74% compilation time (100% recompilation)
  744. 71.7 ms SciMLBase 18.13% compilation time (100% recompilation)
  745. 0.6 ms SciMLBase → SciMLBaseChainRulesCoreExt
  746. 0.2 ms ComponentArrays → ComponentArraysSciMLBaseExt
  747. 0.1 ms SciMLBase → SciMLBasePartialFunctionsExt
  748. 69.9 ms DiffEqBase
  749. 0.5 ms DiffEqBase → DiffEqBaseChainRulesCoreExt
  750. 58.4 ms Tracker
  751. 0.9 ms LuxLib → LuxLibTrackerExt
  752. 0.2 ms Lux → LuxTrackerExt
  753. 0.4 ms ArrayInterface → ArrayInterfaceTrackerExt
  754. 2.1 ms ComponentArrays → ComponentArraysTrackerExt
  755. 0.3 ms RecursiveArrayTools → RecursiveArrayToolsTrackerExt
  756. 0.6 ms DiffEqBase → DiffEqBaseTrackerExt
  757. 1.3 ms FiniteDiff
  758. 0.2 ms FiniteDiff → FiniteDiffStaticArraysExt
  759. 31.7 ms DataStructures
  760. 0.4 ms StatsAPI
  761. 1.9 ms Distances
  762. 0.2 ms Distances → DistancesSparseArraysExt
  763. 0.3 ms Distances → DistancesChainRulesCoreExt
  764. 3.4 ms NLSolversBase
  765. 2.3 ms LineSearches
  766. 1.0 ms NLsolve
  767. 1.4 ms DiffEqCallbacks
  768. 3.0 ms QuadGK
  769. ┌ 0.0 ms HostCPUFeatures.__init__()
  770. 5.7 ms HostCPUFeatures
  771. 94.1 ms VectorizationBase
  772. 3.0 ms SLEEFPirates
  773. 24.6 ms OffsetArrays
  774. 1.0 ms StaticArrayInterface → StaticArrayInterfaceOffsetArraysExt
  775. 104.8 ms LoopVectorization
  776. 0.3 ms LoopVectorization → SpecialFunctionsExt
  777. 3.0 ms LoopVectorization → ForwardDiffExt
  778. ┌ 0.0 ms TriangularSolve.__init__()
  779. 4.8 ms TriangularSolve
  780. 141.0 ms RecursiveFactorization
  781. 12.9 ms KLU
  782. 1.3 ms Sparspak
  783. 2.9 ms FastLapackInterface
  784. 8.2 ms Krylov
  785. ┌ 0.3 ms IntelOpenMP_jll.__init__()
  786. 0.7 ms IntelOpenMP_jll
  787. ┌ 1.4 ms MKL_jll.__init__()
  788. 1.6 ms MKL_jll
  789. ┌ 0.0 ms LinearSolve.__init__()
  790. 324.1 ms LinearSolve
  791. 0.4 ms LinearSolve → LinearSolveRecursiveArrayToolsExt
  792. 0.4 ms LinearSolve → LinearSolveKernelAbstractionsExt
  793. ┌ 0.0 ms RandomNumbers.__init__()
  794. 11.7 ms RandomNumbers
  795. 0.4 ms FastClosures
  796. 58.9 ms SimpleNonlinearSolve
  797. ┌ 0.0 ms SimpleNonlinearSolveNNlibExt.__init__()
  798. 0.5 ms SimpleNonlinearSolve → SimpleNonlinearSolveNNlibExt
  799. 0.2 ms SimpleUnPack
  800. 7.1 ms GenericSchur
  801. 247.2 ms ExponentialUtilities
  802. 0.7 ms SimpleTraits
  803. 1.4 ms ArnoldiMethod
  804. 0.7 ms Inflate
  805. 3.8 ms SharedArrays
  806. 17.5 ms Graphs
  807. 0.5 ms VertexSafeGraphs
  808. ┌ 0.0 ms SparseDiffTools.__init__()
  809. 2.8 ms SparseDiffTools
  810. 706.6 ms NonlinearSolve
  811. 1.0 ms SciMLNLSolve
  812. 341.8 ms OrdinaryDiffEq
  813. 0.5 ms ResettableStacks
  814. 3.2 ms Random123
  815. 0.3 ms PoissonRandom
  816. 1.0 ms SortingAlgorithms
  817. 6.6 ms Missings
  818. 17.5 ms StatsBase
  819. 35.5 ms PDMats
  820. 0.4 ms FillArrays → FillArraysPDMatsExt
  821. 0.4 ms Tracker → TrackerPDMatsExt
  822. ┌ 0.2 ms Rmath_jll.__init__()
  823. 0.5 ms Rmath_jll
  824. ┌ 0.0 ms Rmath.__init__()
  825. 0.8 ms Rmath
  826. 1.2 ms Calculus
  827. 14.7 ms DualNumbers
  828. 1.5 ms HypergeometricFunctions
  829. 3.1 ms StatsFuns
  830. 0.2 ms StatsFuns → StatsFunsInverseFunctionsExt
  831. 0.2 ms StatsFuns → StatsFunsChainRulesCoreExt
  832. ┌ 6.7 ms Distributions.TestUtils.__init__() 99.88% compilation time (100% recompilation)
  833. 274.8 ms Distributions 2.44% compilation time (100% recompilation)
  834. 0.4 ms Distributions → DistributionsTestExt
  835. 0.2 ms QuasiMonteCarlo → QuasiMonteCarloDistributionsExt
  836. 0.2 ms DiffEqBase → DiffEqBaseDistributionsExt
  837. 0.6 ms Distributions → DistributionsChainRulesCoreExt
  838. 0.5 ms PositiveFactorizations
  839. 11.5 ms Optim
  840. 4.4 ms DiffEqNoiseProcess
  841. 2.4 ms LevyArea
  842. 0.2 ms TreeViews
  843. 13.5 ms JumpProcesses
  844. 0.6 ms JumpProcesses → JumpProcessFastBroadcastExt
  845. 14.5 ms StochasticDiffEq
  846. 0.8 ms ZygoteRules
  847. 0.2 ms RealDot
  848. 45.4 ms StructArrays
  849. 0.4 ms Accessors → AccessorsStructArraysExt
  850. 0.2 ms SparseInverseSubset
  851. 19.7 ms ChainRules
  852. 0.4 ms Lux → LuxChainRulesExt
  853. 14.6 ms IRTools
  854. ┌ 7.0 ms AbstractFFTs.TestUtils.__init__() 99.84% compilation time (100% recompilation)
  855. 15.2 ms AbstractFFTs 45.85% compilation time (100% recompilation)
  856. 0.4 ms AbstractFFTs → AbstractFFTsChainRulesCoreExt
  857. 0.4 ms AbstractFFTs → AbstractFFTsTestExt
  858. ┌ 8.2 ms Zygote.Profile.__init__() 99.01% compilation time
  859. 231.9 ms Zygote 3.50% compilation time
  860. 0.4 ms LuxDeviceUtils → LuxDeviceUtilsZygoteExt
  861. 0.2 ms Lux → LuxZygoteExt
  862. 0.2 ms ComponentArrays → ComponentArraysZygoteExt
  863. 1.1 ms RecursiveArrayTools → RecursiveArrayToolsZygoteExt
  864. 0.9 ms SciMLBase → SciMLBaseZygoteExt
  865. 0.6 ms SparseDiffTools → SparseDiffToolsZygoteExt
  866. 0.2 ms Zygote → ZygoteTrackerExt
  867. 0.4 ms Zygote → ZygoteDistancesExt
  868. 5079.3 ms ReverseDiff
  869. 3.0 ms LuxLib → LuxLibReverseDiffExt
  870. 2.8 ms ComponentArrays → ComponentArraysReverseDiffExt
  871. 0.3 ms Lux → LuxComponentArraysReverseDiffExt
  872. 0.2 ms PreallocationTools → PreallocationToolsReverseDiffExt
  873. 3.5 ms DiffEqBase → DiffEqBaseReverseDiffExt
  874. 0.3 ms DiffEqNoiseProcess → DiffEqNoiseProcessReverseDiffExt
  875. 2.1 ms EnzymeCore
  876. 0.3 ms KernelAbstractions → EnzymeExt
  877. 0.4 ms NNlib → NNlibEnzymeCoreExt
  878. ┌ 1.5 ms Enzyme_jll.__init__()
  879. 2.0 ms Enzyme_jll
  880. ┌ 0.0 ms TimerOutputs.__init__()
  881. 20.6 ms TimerOutputs
  882. ┌ 0.4 ms GPUCompiler.__init__()
  883. 131.1 ms GPUCompiler 3.87% compilation time
  884. 0.4 ms StructIO
  885. ┌ 0.0 ms ObjectFile.__init__()
  886. 14.2 ms ObjectFile
  887. ┌ 0.7 ms Enzyme.API.__init__()
  888. ├ 0.2 ms Enzyme.Compiler.JIT.__init__()
  889. ├ 0.0 ms Enzyme.Compiler.FFI.BLASSupport.__init__()
  890. ├ 1.5 ms Enzyme.Compiler.FFI.__init__()
  891. ├ 0.0 ms Enzyme.Compiler.__init__()
  892. 178.6 ms Enzyme 5.38% compilation time
  893. 0.4 ms DiffEqBase → DiffEqBaseEnzymeExt
  894. 0.3 ms LinearSolve → LinearSolveEnzymeExt
  895. 0.2 ms SparseDiffTools → SparseDiffToolsEnzymeExt
  896. 0.8 ms EllipsisNotation
  897. 19.1 ms Cassette
  898. 3.1 ms FunctionProperties
  899. 12.2 ms SciMLSensitivity
  900. 161.8 ms GPUArrays
  901. 10.7 ms ComponentArrays → ComponentArraysGPUArraysExt
  902. ┌ 0.0 ms Zlib_jll.__init__()
  903. 0.3 ms Zlib_jll
  904. ┌ 234.4 ms ROCmDeviceLibs_jll.__init__() 99.94% compilation time (100% recompilation)
  905. 234.7 ms ROCmDeviceLibs_jll 99.79% compilation time (100% recompilation)
  906. ┌ 0.1 ms LLD_jll.__init__()
  907. 0.5 ms LLD_jll
  908. ┌ 576.1 ms AMDGPU.ROCmDiscovery.__init__() 11.66% compilation time (35% recompilation)
  909. ├ 0.0 ms AMDGPU.HIP.__init__()
  910. ├ 247.8 ms AMDGPU.__init__() 99.83% compilation time (90% recompilation)
  911. 1113.2 ms AMDGPU 41.23% compilation time (85% recompilation)
  912. 38.8 ms NNlib → NNlibAMDGPUExt
  913. 0.4 ms LuxAMDGPU
  914. ┌ 0.0 ms LuxDeviceUtilsLuxAMDGPUExt.__init__()
  915. 0.4 ms LuxDeviceUtils → LuxDeviceUtilsLuxAMDGPUExt
  916. 0.4 ms Lux → LuxLuxAMDGPUExt
  917. 11.3 ms BFloat16s
  918. 0.5 ms LLVM → BFloat16sExt
  919. 0.2 ms LLVMLoopInfo
  920. ┌ 17.4 ms CUDA_Driver_jll.__init__() 98.24% compilation time
  921. 17.9 ms CUDA_Driver_jll 95.55% compilation time
  922. 5.9 ms CUDA_Runtime_jll
  923. 34.1 ms FixedPointNumbers
  924. ┌ 6.5 ms ColorTypes.__init__() 99.80% compilation time (100% recompilation)
  925. 55.2 ms ColorTypes 11.72% compilation time (100% recompilation)
  926. 45.4 ms Colors
  927. 0.5 ms Zygote → ZygoteColorsExt
  928. ┌ 0.1 ms NVTX_jll.__init__()
  929. 0.4 ms NVTX_jll
  930. ┌ 0.1 ms JuliaNVTXCallbacks_jll.__init__()
  931. 0.3 ms JuliaNVTXCallbacks_jll
  932. ┌ 0.0 ms NVTX.__init__()
  933. 7.1 ms NVTX
  934. 8.3 ms StringManipulation
  935. 1.3 ms LaTeXStrings
  936. 101.2 ms PrettyTables
  937. 31.8 ms PooledArrays
  938. 4.4 ms InvertedIndices
  939. 32.4 ms SentinelArrays
  940. ┌ 0.0 ms Parsers.__init__()
  941. 34.6 ms Parsers
  942. 14.8 ms InlineStrings
  943. 413.0 ms DataFrames
  944. ┌ 126.9 ms CUDA.CUBLAS.__init__() 99.98% compilation time (100% recompilation)
  945. ├ 0.0 ms CUDA.__init__()
  946. 1374.8 ms CUDA 9.23% compilation time (100% recompilation)
  947. 0.3 ms CUDA → ChainRulesCoreExt
  948. 96.1 ms NNlib → NNlibCUDAExt
  949. 0.4 ms CUDA → SpecialFunctionsExt
  950. 0.3 ms WeightInitializers → WeightInitializersCUDAExt
  951. 0.3 ms ArrayInterface → ArrayInterfaceCUDAExt
  952. 0.7 ms LinearSolve → LinearSolveCUDAExt
  953. 0.2 ms CUDNN_jll
  954. ┌ 0.0 ms cuDNN.__init__()
  955. 35.8 ms cuDNN
  956. 19.7 ms NNlib → NNlibCUDACUDNNExt
  957. 0.6 ms LuxCUDA
  958. 0.6 ms LuxLib → LuxLibLuxCUDAExt
  959. 1.1 ms LuxLib → LuxLibLuxCUDATrackerExt
  960. ┌ 0.0 ms LuxDeviceUtilsLuxCUDAExt.__init__()
  961. 2.6 ms LuxDeviceUtils → LuxDeviceUtilsLuxCUDAExt
  962. 23.0 ms Lux → LuxLuxCUDAExt
  963. 23.1 ms OneHotArrays
  964.  
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