Coverage for cuda/core/_device.pyx: 92.95%

1# SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. (empty)

2# 

3# SPDX-License-Identifier: Apache-2.0 

4  

5from __future__ import annotations 

6  

7cimport cpython 

8  

9from cuda.bindings cimport cydriver 

10from cuda.core._utils.cuda_utils cimport check_or_create_options, HANDLE_RETURN 

11from libcpp.vector cimport vector 

12  

13import threading (empty)

14  

15from cuda.core._context cimport Context, Context_check_open 

16from cuda.core._context import ContextOptions (empty)

17from cuda.core._device_resources cimport DeviceResources, SMResource, WorkqueueResource 

18from cuda.core._event cimport Event as cyEvent 

19from cuda.core._event import Event, EventOptions (empty)

20from cuda.core._memory._buffer cimport Buffer, MemoryResource 

21from cuda.core._resource_handles cimport ( 

22 ContextHandle, 

23 GreenCtxHandle, 

24 create_context_handle_ref, 

25 create_green_ctx_handle, 

26 get_primary_context, 

27 get_last_error, 

28 as_cu, 

29) 

30  

31from cuda.core._stream import IsStreamType, Stream, StreamOptions (empty)

32from cuda.core._utils.clear_error_support import assert_type (empty)

33from cuda.core._utils.cuda_utils import ( (empty)

34 ComputeCapability, 

35 CUDAError, 

36 driver, 

37 handle_return, 

38 runtime, 

39) 

40from cuda.core._stream cimport default_stream 

41  

42from typing import TYPE_CHECKING (empty)

43  

44if TYPE_CHECKING: (empty)

45 import cuda.core.system # no-cython-lint 

46 from cuda.core.graph import GraphBuilder 

47 from cuda.core.texture import ( 

48 MipmappedArray, 

49 MipmappedArrayOptions, 

50 OpaqueArray, 

51 OpaqueArrayOptions, 

52 ResourceDescriptor, 

53 SurfaceObject, 

54 TextureObject, 

55 TextureObjectOptions, 

56 ) 

57  

58# TODO: I prefer to type these as "cdef object" and avoid accessing them from within Python, 

59# but it seems it is very convenient to expose them for testing purposes... 

60_tls = threading.local() (empty)

61_lock = threading.Lock() (empty)

62cdef bint _is_cuInit = False (empty)

63  

64__all__ = ['Device'] (empty)

65  

66  

67cdef class DeviceProperties: 

68 """ 

69 A class to query various attributes of a CUDA device. 

70  

71 Attributes are read-only and provide information about the device. 

72 """ 

73 cdef: 

74 int _handle 

75 dict _cache 

76  

77 def __init__(self, *args, **kwargs) -> None: 

78 raise RuntimeError("DeviceProperties cannot be instantiated directly. Please use Device APIs.") 2 ctx2a ~O

79  

80 @classmethod (empty)

81 def _init(cls, handle: int) -> DeviceProperties: 

82 cdef DeviceProperties self = DeviceProperties.__new__(cls) 1255 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKjLjMjNjOjPjQjRjSjTjUjVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W n X o Y p Z q 0 r 3j1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbmgnm7lanompmqm9lrmsmtmumvmwmxmymzm!lAmBmCmDmEm#lFmGmHmImJm8ljbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

83 self._handle = handle 1255 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKjLjMjNjOjPjQjRjSjTjUjVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W n X o Y p Z q 0 r 3j1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbmgnm7lanompmqm9lrmsmtmumvmwmxmymzm!lAmBmCmDmEm#lFmGmHmImJm8ljbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

84 self._cache = {} 1255 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKjLjMjNjOjPjQjRjSjTjUjVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W n X o Y p Z q 0 r 3j1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbmgnm7lanompmqm9lrmsmtmumvmwmxmymzm!lAmBmCmDmEm#lFmGmHmImJm8ljbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

85 return self 1255 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKjLjMjNjOjPjQjRjSjTjUjVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W n X o Y p Z q 0 r 3j1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbmgnm7lanompmqm9lrmsmtmumvmwmxmymzm!lAmBmCmDmEm#lFmGmHmImJm8ljbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

86  

87 cdef inline int _get_attribute(self, cydriver.CUdevice_attribute attr, default=0) except? -2: (empty)

88 """Retrieve the attribute value directly from the driver.""" 

89 cdef int val 

90 cdef cydriver.CUresult err 

91 with nogil: 1449 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

92 err = cydriver.cuDeviceGetAttribute(&val, attr, self._handle) 1449 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

93 if err == cydriver.CUresult.CUDA_ERROR_INVALID_VALUE and default is not None: 1449 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

94 return <int>default 

95 HANDLE_RETURN(err) 1449 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

96 return val 1449 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

97  

98 cdef inline int _get_cached_attribute(self, attr, default=0) except? -2: (empty)

99 """Retrieve the attribute value, using cache if applicable.""" 

100 cached = self._cache.get(attr) 1444 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFomtFpmuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeGrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGGHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVFWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

101 if cached is not None: 1444 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFomtFpmuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeGrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGGHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVFWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

102 return cached 64 ctx2!f#f$f%f'f(f~mRfUpVpWp(stFPm0nInMmbncndnMcenKmTb@mNcLegn'sOc0G1G2GThUhVhWhXhYhZh0h1h2h3h4h5h6h7h8h9h!h#h$h%h'h(h)h*h+h,h-h.h/h3G

103 cdef int value = self._get_attribute(attr, default) 1444 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFomtFpmuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeGrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGGHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVFWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

104 self._cache[attr] = value # setdefault not needed for ints 1444 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFomtFpmuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeGrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGGHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVFWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

105 return value 1444 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)s:F;F=FnmrF7lsFomtFpmuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeGrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGGHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVFWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR PmbcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`c{c|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

106  

107 @property 

108 def max_threads_per_block(self) -> int: 

109 """int: Maximum number of threads per block.""" 

110 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_THREADS_PER_BLOCK) 46 ctx2lGZF0F1F2F3F4F1E2E3E4E5E6E7E8E9E!E#E$E%E'E(E)E*E+E0GrHsHtHuHvHwH1GxHyHzHAHBHCH2GDHEHFHGHHHIH

111  

112 @property 

113 def max_block_dim_x(self) -> int: 

114 """int: Maximum block dimension X.""" 

115 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_BLOCK_DIM_X) 2 ctx2a tm

116  

117 @property 

118 def max_block_dim_y(self) -> int: 

119 """int: Maximum block dimension Y.""" 

120 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_BLOCK_DIM_Y) 1 ctx2hG

121  

122 @property 

123 def max_block_dim_z(self) -> int: 

124 """int: Maximum block dimension Z.""" 

125 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_BLOCK_DIM_Z) 1 ctx2um

126  

127 @property 

128 def max_grid_dim_x(self) -> int: 

129 """int: Maximum grid dimension X.""" 

130 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_GRID_DIM_X) 2 ctx2wmPm

131  

132 @property 

133 def max_grid_dim_y(self) -> int: 

134 """int: Maximum grid dimension Y.""" 

135 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_GRID_DIM_Y) 1 ctx2xm

136  

137 @property 

138 def max_grid_dim_z(self) -> int: 

139 """int: Maximum grid dimension Z.""" 

140 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_GRID_DIM_Z) 1 ctx2iG

141  

142 @property 

143 def max_shared_memory_per_block(self) -> int: 

144 """int: Maximum shared memory available per block in bytes.""" 

145 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_SHARED_MEMORY_PER_BLOCK) 46 ctx2kGZF0F1F2F3F4F1E2E3E4E5E6E7E8E9E!E#E$E%E'E(E)E*E+E0GrHsHtHuHvHwH1GxHyHzHAHBHCH2GDHEHFHGHHHIH

146  

147 @property 

148 def total_constant_memory(self) -> int: 

149 """int: Memory available on device for constant variables in a CUDA C kernel in bytes.""" 

150 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TOTAL_CONSTANT_MEMORY) 1 ctx2VG

151  

152 @property 

153 def warp_size(self) -> int: 

154 """int: Warp size in threads.""" 

155 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_WARP_SIZE) 1 ctx2ZG

156  

157 @property 

158 def max_pitch(self) -> int: 

159 """int: Maximum pitch in bytes allowed by memory copies.""" 

160 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_PITCH) 1 ctx2zm

161  

162 @property 

163 def maximum_texture1d_width(self) -> int: 

164 """int: Maximum 1D texture width.""" 

165 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_WIDTH) 1 ctx2vG

166  

167 @property 

168 def maximum_texture1d_linear_width(self) -> int: 

169 """int: Maximum width for a 1D texture bound to linear memory.""" 

170 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_LINEAR_WIDTH) 1 ctx2uG

171  

172 @property 

173 def maximum_texture1d_mipmapped_width(self) -> int: 

174 """int: Maximum mipmapped 1D texture width.""" 

175 return self._get_cached_attribute( 1 ctx2LF

176 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_MIPMAPPED_WIDTH 1 ctx2LF

177 ) 

178  

179 @property 

180 def maximum_texture2d_width(self) -> int: 

181 """int: Maximum 2D texture width.""" 

182 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_WIDTH) 1 ctx2CG

183  

184 @property 

185 def maximum_texture2d_height(self) -> int: 

186 """int: Maximum 2D texture height.""" 

187 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_HEIGHT) 1 ctx2yG

188  

189 @property 

190 def maximum_texture2d_linear_width(self) -> int: 

191 """int: Maximum width for a 2D texture bound to linear memory.""" 

192 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LINEAR_WIDTH) 1 ctx2BG

193  

194 @property 

195 def maximum_texture2d_linear_height(self) -> int: 

196 """int: Maximum height for a 2D texture bound to linear memory.""" 

197 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LINEAR_HEIGHT) 1 ctx2zG

198  

199 @property 

200 def maximum_texture2d_linear_pitch(self) -> int: 

201 """int: Maximum pitch in bytes for a 2D texture bound to linear memory.""" 

202 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LINEAR_PITCH) 1 ctx2AG

203  

204 @property 

205 def maximum_texture2d_mipmapped_width(self) -> int: 

206 """int: Maximum mipmapped 2D texture width.""" 

207 return self._get_cached_attribute( 1 ctx2PF

208 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_MIPMAPPED_WIDTH 1 ctx2PF

209 ) 

210  

211 @property 

212 def maximum_texture2d_mipmapped_height(self) -> int: 

213 """int: Maximum mipmapped 2D texture height.""" 

214 return self._get_cached_attribute( 1 ctx2OF

215 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_MIPMAPPED_HEIGHT 1 ctx2OF

216 ) 

217  

218 @property 

219 def maximum_texture3d_width(self) -> int: 

220 """int: Maximum 3D texture width.""" 

221 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_WIDTH) 1 ctx2Em

222  

223 @property 

224 def maximum_texture3d_height(self) -> int: 

225 """int: Maximum 3D texture height.""" 

226 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_HEIGHT) 1 ctx2EG

227  

228 @property 

229 def maximum_texture3d_depth(self) -> int: 

230 """int: Maximum 3D texture depth.""" 

231 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_DEPTH) 1 ctx2DG

232  

233 @property 

234 def maximum_texture3d_width_alternate(self) -> int: 

235 """int: Alternate maximum 3D texture width, 0 if no alternate maximum 3D texture size is supported.""" 

236 return self._get_cached_attribute( 1 ctx2SF

237 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_WIDTH_ALTERNATE 1 ctx2SF

238 ) 

239  

240 @property 

241 def maximum_texture3d_height_alternate(self) -> int: 

242 """int: Alternate maximum 3D texture height, 0 if no alternate maximum 3D texture size is supported.""" 

243 return self._get_cached_attribute( 1 ctx2RF

244 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_HEIGHT_ALTERNATE 1 ctx2RF

245 ) 

246  

247 @property 

248 def maximum_texture3d_depth_alternate(self) -> int: 

249 """int: Alternate maximum 3D texture depth, 0 if no alternate maximum 3D texture size is supported.""" 

250 return self._get_cached_attribute( 1 ctx2QF

251 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_DEPTH_ALTERNATE 1 ctx2QF

252 ) 

253  

254 @property 

255 def maximum_texturecubemap_width(self) -> int: 

256 """int: Maximum cubemap texture width or height.""" 

257 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURECUBEMAP_WIDTH) 1 ctx2Fm

258  

259 @property 

260 def maximum_texture1d_layered_width(self) -> int: 

261 """int: Maximum 1D layered texture width.""" 

262 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_LAYERED_WIDTH) 1 ctx2tG

263  

264 @property 

265 def maximum_texture1d_layered_layers(self) -> int: 

266 """int: Maximum layers in a 1D layered texture.""" 

267 return self._get_cached_attribute( 1 ctx2KF

268 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_LAYERED_LAYERS 1 ctx2KF

269 ) 

270  

271 @property 

272 def maximum_texture2d_layered_width(self) -> int: 

273 """int: Maximum 2D layered texture width.""" 

274 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LAYERED_WIDTH) 1 ctx2Dm

275  

276 @property 

277 def maximum_texture2d_layered_height(self) -> int: 

278 """int: Maximum 2D layered texture height.""" 

279 return self._get_cached_attribute( 1 ctx2MF

280 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LAYERED_HEIGHT 1 ctx2MF

281 ) 

282  

283 @property 

284 def maximum_texture2d_layered_layers(self) -> int: 

285 """int: Maximum layers in a 2D layered texture.""" 

286 return self._get_cached_attribute( 1 ctx2NF

287 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LAYERED_LAYERS 1 ctx2NF

288 ) 

289  

290 @property 

291 def maximum_texturecubemap_layered_width(self) -> int: 

292 """int: Maximum cubemap layered texture width or height.""" 

293 return self._get_cached_attribute( 1 ctx2#l

294 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURECUBEMAP_LAYERED_WIDTH 1 ctx2#l

295 ) 

296  

297 @property 

298 def maximum_texturecubemap_layered_layers(self) -> int: 

299 """int: Maximum layers in a cubemap layered texture.""" 

300 return self._get_cached_attribute( 1 ctx2TF

301 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURECUBEMAP_LAYERED_LAYERS 1 ctx2TF

302 ) 

303  

304 @property 

305 def maximum_surface1d_width(self) -> int: 

306 """int: Maximum 1D surface width.""" 

307 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE1D_WIDTH) 1 ctx2oG

308  

309 @property 

310 def maximum_surface2d_width(self) -> int: 

311 """int: Maximum 2D surface width.""" 

312 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_WIDTH) 1 ctx2Cm

313  

314 @property 

315 def maximum_surface2d_height(self) -> int: 

316 """int: Maximum 2D surface height.""" 

317 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_HEIGHT) 1 ctx2Am

318  

319 @property 

320 def maximum_surface3d_width(self) -> int: 

321 """int: Maximum 3D surface width.""" 

322 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE3D_WIDTH) 1 ctx2rG

323  

324 @property 

325 def maximum_surface3d_height(self) -> int: 

326 """int: Maximum 3D surface height.""" 

327 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE3D_HEIGHT) 1 ctx2qG

328  

329 @property 

330 def maximum_surface3d_depth(self) -> int: 

331 """int: Maximum 3D surface depth.""" 

332 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE3D_DEPTH) 1 ctx2pG

333  

334 @property 

335 def maximum_surface1d_layered_width(self) -> int: 

336 """int: Maximum 1D layered surface width.""" 

337 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE1D_LAYERED_WIDTH) 1 ctx2nG

338  

339 @property 

340 def maximum_surface1d_layered_layers(self) -> int: 

341 """int: Maximum layers in a 1D layered surface.""" 

342 return self._get_cached_attribute( 1 ctx2FF

343 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE1D_LAYERED_LAYERS 1 ctx2FF

344 ) 

345  

346 @property 

347 def maximum_surface2d_layered_width(self) -> int: 

348 """int: Maximum 2D layered surface width.""" 

349 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_LAYERED_WIDTH) 1 ctx2Bm

350  

351 @property 

352 def maximum_surface2d_layered_height(self) -> int: 

353 """int: Maximum 2D layered surface height.""" 

354 return self._get_cached_attribute( 1 ctx2GF

355 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_LAYERED_HEIGHT 1 ctx2GF

356 ) 

357  

358 @property 

359 def maximum_surface2d_layered_layers(self) -> int: 

360 """int: Maximum layers in a 2D layered surface.""" 

361 return self._get_cached_attribute( 1 ctx2HF

362 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_LAYERED_LAYERS 1 ctx2HF

363 ) 

364  

365 @property 

366 def maximum_surfacecubemap_width(self) -> int: 

367 """int: Maximum cubemap surface width.""" 

368 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACECUBEMAP_WIDTH) 1 ctx2sG

369  

370 @property 

371 def maximum_surfacecubemap_layered_width(self) -> int: 

372 """int: Maximum cubemap layered surface width.""" 

373 return self._get_cached_attribute( 1 ctx2JF

374 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACECUBEMAP_LAYERED_WIDTH 1 ctx2JF

375 ) 

376  

377 @property 

378 def maximum_surfacecubemap_layered_layers(self) -> int: 

379 """int: Maximum layers in a cubemap layered surface.""" 

380 return self._get_cached_attribute( 1 ctx2IF

381 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACECUBEMAP_LAYERED_LAYERS 1 ctx2IF

382 ) 

383  

384 @property 

385 def max_registers_per_block(self) -> int: 

386 """int: Maximum number of 32-bit registers available to a thread block.""" 

387 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_REGISTERS_PER_BLOCK) 1 ctx2jG

388  

389 @property 

390 def clock_rate(self) -> int: 

391 """int: Typical clock frequency in kilohertz.""" 

392 return self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CLOCK_RATE) 6 ctx29f[manjbGnR

393  

394 @property 

395 def texture_alignment(self) -> int: 

396 """int: Alignment requirement for textures.""" 

397 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TEXTURE_ALIGNMENT) 1 ctx2TG

398  

399 @property 

400 def texture_pitch_alignment(self) -> int: 

401 """int: Pitch alignment requirement for textures.""" 

402 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TEXTURE_PITCH_ALIGNMENT) 1 ctx2UG

403  

404 @property 

405 def gpu_overlap(self) -> bool: 

406 """bool: Device can possibly copy memory and execute a kernel concurrently. Deprecated. Use :attr:`~DeviceProperties.async_engine_count` instead.""" 

407 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_OVERLAP)) 1 ctx2}F

408  

409 @property 

410 def multiprocessor_count(self) -> int: 

411 """int: Number of multiprocessors on device.""" 

412 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MULTIPROCESSOR_COUNT) 2 ctx2JmPm

413  

414 @property 

415 def kernel_exec_timeout(self) -> bool: 

416 """bool: Specifies whether there is a run time limit on kernels.""" 

417 return bool(self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_KERNEL_EXEC_TIMEOUT)) 1 ctx29H

418  

419 @property 

420 def integrated(self) -> bool: 

421 """bool: Device is integrated with host memory.""" 

422 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_INTEGRATED)) 1 ctx2dG

423  

424 @property 

425 def can_map_host_memory(self) -> bool: 

426 """bool: Device can map host memory into CUDA address space.""" 

427 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_MAP_HOST_MEMORY)) 1 ctx2=F

428  

429 @property 

430 def compute_mode(self) -> int: 

431 """int: Compute mode (See CUcomputemode for details).""" 

432 return self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COMPUTE_MODE) 1 ctx28H

433  

434 @property 

435 def concurrent_kernels(self) -> bool: 

436 """bool: Device can possibly execute multiple kernels concurrently.""" 

437 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CONCURRENT_KERNELS)) 1 ctx2?F

438  

439 @property 

440 def ecc_enabled(self) -> bool: 

441 """bool: Device has ECC support enabled.""" 

442 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_ECC_ENABLED)) 1 ctx2^F

443  

444 @property 

445 def pci_bus_id(self) -> int: 

446 """int: PCI bus ID of the device.""" 

447 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PCI_BUS_ID) 1 ctx2OG

448  

449 @property 

450 def pci_device_id(self) -> int: 

451 """int: PCI device ID of the device.""" 

452 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PCI_DEVICE_ID) 1 ctx2PG

453  

454 @property 

455 def pci_domain_id(self) -> int: 

456 """int: PCI domain ID of the device.""" 

457 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PCI_DOMAIN_ID) 1 ctx2QG

458  

459 @property 

460 def tcc_driver(self) -> bool: 

461 """bool: Device is using TCC driver model.""" 

462 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TCC_DRIVER)) 1 ctx2SG

463  

464 @property 

465 def memory_clock_rate(self) -> int: 

466 """int: Peak memory clock frequency in kilohertz.""" 

467 return self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEMORY_CLOCK_RATE) 1 ctx2!H

468  

469 @property 

470 def global_memory_bus_width(self) -> int: 

471 """int: Global memory bus width in bits.""" 

472 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GLOBAL_MEMORY_BUS_WIDTH) 1 ctx2`F

473  

474 @property 

475 def l2_cache_size(self) -> int: 

476 """int: Size of L2 cache in bytes.""" 

477 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_L2_CACHE_SIZE) 1 ctx2rm

478  

479 @property 

480 def max_threads_per_multiprocessor(self) -> int: 

481 """int: Maximum resident threads per multiprocessor.""" 

482 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_THREADS_PER_MULTIPROCESSOR) 25 ctx2mGZF0F1F2F3F4F1E2E3E4E5E6E7E8E9E!E#E$E%E'E(E)E*E+E

483  

484 @property 

485 def unified_addressing(self) -> bool: 

486 """bool: Device shares a unified address space with the host.""" 

487 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_UNIFIED_ADDRESSING)) 2 ctx2a WG

488  

489 @property 

490 def compute_capability_major(self) -> int: 

491 """int: Major compute capability version number.""" 

492 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MAJOR) 567 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/mqo+s,srosotouovo-s.q/q$eDe%eEe'eFe(eGe)eHe*eIe.s:q/s:s;q=q?q@q[q]q^q_q`q{q|qNmOmSpTp|mwoxoaryozoAoBoCoDo%n'n(n)n*n+n,n-n8o9o!olmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;m9f[mmg)stFjbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLd+eMd,eNdOd-ePd.eQdMeNeh b i c YbZb/e:e;e=e?e@e[e!bkb#blb]eRd^eSdOePe0b] 1b^ Qe_e`e$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafbf3dcf4dVeWe*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(ddfef/bmb:bnbXe)dYe*dZe0ej d k e 4b5bffgfhfifjfkflf;bob=bpbmf+dnf,d1e2e6bdb7beb3eofpf?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfufvf^dwf_d8e9e_b`d{d`bhbib{b|d}d~daebece|b}bdeeefexfyf~bqbacrbgehezfieAfjekeleme!ene#eoeBfpeCfqeDfreEfseFfteGfueHfveIfweJfxeKfyezeLfAeMfBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpNfOfPfQf

493  

494 @property 

495 def compute_capability_minor(self) -> int: 

496 """int: Minor compute capability version number.""" 

497 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MINOR) 567 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/mqo+s,srosotouovo-s.q/q$eDe%eEe'eFe(eGe)eHe*eIe.s:q/s:s;q=q?q@q[q]q^q_q`q{q|qNmOmSpTp|mwoxoaryozoAoBoCoDo%n'n(n)n*n+n,n-n8o9o!olmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;m9f[mmg)spmjbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLd+eMd,eNdOd-ePd.eQdMeNeh b i c YbZb/e:e;e=e?e@e[e!bkb#blb]eRd^eSdOePe0b] 1b^ Qe_e`e$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafbf3dcf4dVeWe*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(ddfef/bmb:bnbXe)dYe*dZe0ej d k e 4b5bffgfhfifjfkflf;bob=bpbmf+dnf,d1e2e6bdb7beb3eofpf?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfufvf^dwf_d8e9e_b`d{d`bhbib{b|d}d~daebece|b}bdeeefexfyf~bqbacrbgehezfieAfjekeleme!ene#eoeBfpeCfqeDfreEfseFfteGfueHfveIfweJfxeKfyezeLfAeMfBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpNfOfPfQf

498  

499 @property 

500 def global_l1_cache_supported(self) -> bool: 

501 """bool: Device supports caching globals in L1.""" 

502 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GLOBAL_L1_CACHE_SUPPORTED)) 1 ctx2_F

503  

504 @property 

505 def local_l1_cache_supported(self) -> bool: 

506 """bool: Device supports caching locals in L1.""" 

507 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_LOCAL_L1_CACHE_SUPPORTED)) 1 ctx2sm

508  

509 @property 

510 def max_shared_memory_per_multiprocessor(self) -> int: 

511 """int: Maximum shared memory available per multiprocessor in bytes.""" 

512 return self._get_cached_attribute( 25 ctx2EFZF0F1F2F3F4F1E2E3E4E5E6E7E8E9E!E#E$E%E'E(E)E*E+E

513 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_SHARED_MEMORY_PER_MULTIPROCESSOR 25 ctx2EFZF0F1F2F3F4F1E2E3E4E5E6E7E8E9E!E#E$E%E'E(E)E*E+E

514 ) 

515  

516 @property 

517 def max_registers_per_multiprocessor(self) -> int: 

518 """int: Maximum number of 32-bit registers available per multiprocessor.""" 

519 return self._get_cached_attribute( 19 ctx2DF1E2E3E4E5E6E7E8E9E!E#E$E%E'E(E)E*E+E

520 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_REGISTERS_PER_MULTIPROCESSOR 19 ctx2DF1E2E3E4E5E6E7E8E9E!E#E$E%E'E(E)E*E+E

521 ) 

522  

523 @property 

524 def managed_memory(self) -> bool: 

525 """bool: Device can allocate managed memory on this system.""" 

526 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MANAGED_MEMORY)) 27 ctx2[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgfG

527  

528 @property 

529 def multi_gpu_board(self) -> bool: 

530 """bool: Device is on a multi-GPU board.""" 

531 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MULTI_GPU_BOARD)) 1 ctx2IG

532  

533 @property 

534 def multi_gpu_board_group_id(self) -> int: 

535 """int: Unique id for a group of devices on the same multi-GPU board.""" 

536 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MULTI_GPU_BOARD_GROUP_ID) 1 ctx2JG

537  

538 @property 

539 def host_native_atomic_supported(self) -> bool: 

540 """bool: Link between the device and the host supports all native atomic operations.""" 

541 return bool( 1 ctx2AF

542 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NATIVE_ATOMIC_SUPPORTED) 1 ctx2AF

543 ) 

544  

545 @property 

546 def single_to_double_precision_perf_ratio(self) -> int: 

547 """int: Ratio of single precision performance (in floating-point operations per second) to double precision performance.""" 

548 return self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_SINGLE_TO_DOUBLE_PRECISION_PERF_RATIO) 1 ctx2#H

549  

550 @property 

551 def pageable_memory_access(self) -> bool: 

552 """bool: Device supports coherently accessing pageable memory without calling cudaHostRegister on it.""" 

553 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PAGEABLE_MEMORY_ACCESS)) 1 ctx2NG

554  

555 @property 

556 def concurrent_managed_access(self) -> bool: 

557 """bool: Device can coherently access managed memory concurrently with the CPU.""" 

558 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CONCURRENT_MANAGED_ACCESS)) 73 ctx2~E!f#f$f%f'f(fZn-E.E/E:E;E=E[f]f^f_f`f{f|f}f~f+fRfag,fbg-fcgdgegfggghgigjgkglg@FR ngogpg.f6f0n1nPo2nInQoRo.n?mSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{E4o#n

559  

560 @property 

561 def compute_preemption_supported(self) -> bool: 

562 """bool: Device supports compute preemption.""" 

563 return bool( 1 ctx2uF

564 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COMPUTE_PREEMPTION_SUPPORTED) 1 ctx2uF

565 ) 

566  

567 @property 

568 def can_use_host_pointer_for_registered_mem(self) -> bool: 

569 """bool: Device can access host registered memory at the same virtual address as the CPU.""" 

570 return bool( 1 ctx27l

571 self._get_cached_attribute( 1 ctx27l

572 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_USE_HOST_POINTER_FOR_REGISTERED_MEM 1 ctx27l

573 ) 

574 ) 

575  

576 # TODO: A few attrs are missing here (NVIDIA/cuda-python#675) 

577  

578 @property 

579 def cooperative_launch(self) -> bool: 

580 """bool: Device supports launching cooperative kernels via cuLaunchCooperativeKernel.""" 

581 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COOPERATIVE_LAUNCH)) 2 ctx2qmPm

582  

583 # TODO: A few attrs are missing here (NVIDIA/cuda-python#675) 

584  

585 @property 

586 def max_shared_memory_per_block_optin(self) -> int: 

587 """int: Maximum optin shared memory per block.""" 

588 return self._get_cached_attribute( 1 ctx2!l

589 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_SHARED_MEMORY_PER_BLOCK_OPTIN 1 ctx2!l

590 ) 

591  

592 @property 

593 def pageable_memory_access_uses_host_page_tables(self) -> bool: 

594 """bool: Device accesses pageable memory via the host's page tables.""" 

595 return bool( 1 ctx2mF

596 self._get_cached_attribute( 1 ctx2mF

597 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PAGEABLE_MEMORY_ACCESS_USES_HOST_PAGE_TABLES 1 ctx2mF

598 ) 

599 ) 

600  

601 @property 

602 def direct_managed_mem_access_from_host(self) -> bool: 

603 """bool: The host can directly access managed memory on the device without migration.""" 

604 return bool( 1 ctx2gF

605 self._get_cached_attribute( 1 ctx2gF

606 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_DIRECT_MANAGED_MEM_ACCESS_FROM_HOST 1 ctx2gF

607 ) 

608 ) 

609  

610 @property 

611 def virtual_memory_management_supported(self) -> bool: 

612 """bool: Device supports virtual memory management APIs like cuMemAddressReserve, cuMemCreate, cuMemMap and related APIs.""" 

613 return bool( 10 ctx2oFNcLe)f*fgn$n'sOc8f

614 self._get_cached_attribute( 10 ctx2oFNcLe)f*fgn$n'sOc8f

615 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED 10 ctx2oFNcLe)f*fgn$n'sOc8f

616 ) 

617 ) 

618  

619 @property 

620 def handle_type_posix_file_descriptor_supported(self) -> bool: 

621 """bool: Device supports exporting memory to a posix file descriptor with cuMemExportToShareableHandle, if requested via cuMemCreate.""" 

622 return bool( 88 ctx2U l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbiFUbVbWbXbP Q S T

623 self._get_cached_attribute( 88 ctx2U l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbiFUbVbWbXbP Q S T

624 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HANDLE_TYPE_POSIX_FILE_DESCRIPTOR_SUPPORTED 88 ctx2U l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbiFUbVbWbXbP Q S T

625 ) 

626 ) 

627  

628 @property 

629 def handle_type_win32_handle_supported(self) -> bool: 

630 """bool: Device supports exporting memory to a Win32 NT handle with cuMemExportToShareableHandle, if requested via cuMemCreate.""" 

631 return bool( 1 ctx2yF

632 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HANDLE_TYPE_WIN32_HANDLE_SUPPORTED) 1 ctx2yF

633 ) 

634  

635 @property 

636 def handle_type_win32_kmt_handle_supported(self) -> bool: 

637 """bool: Device supports exporting memory to a Win32 KMT handle with cuMemExportToShareableHandle, if requested via cuMemCreate.""" 

638 return bool( 1 ctx2jF

639 self._get_cached_attribute( 1 ctx2jF

640 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HANDLE_TYPE_WIN32_KMT_HANDLE_SUPPORTED 1 ctx2jF

641 ) 

642 ) 

643  

644 @property 

645 def max_blocks_per_multiprocessor(self) -> int: 

646 """int: Maximum number of blocks per multiprocessor.""" 

647 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_BLOCKS_PER_MULTIPROCESSOR) 1 ctx2vm

648  

649 @property 

650 def generic_compression_supported(self) -> bool: 

651 """bool: Device supports compression of memory.""" 

652 return bool( 1 ctx2vF

653 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GENERIC_COMPRESSION_SUPPORTED) 1 ctx2vF

654 ) 

655  

656 @property 

657 def max_persisting_l2_cache_size(self) -> int: 

658 """int: Maximum L2 persisting lines capacity setting in bytes.""" 

659 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_PERSISTING_L2_CACHE_SIZE) 1 ctx2ym

660  

661 @property 

662 def max_access_policy_window_size(self) -> int: 

663 """int: Maximum value of CUaccessPolicyWindow.num_bytes.""" 

664 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_ACCESS_POLICY_WINDOW_SIZE) 1 ctx2gG

665  

666 @property 

667 def gpu_direct_rdma_with_cuda_vmm_supported(self) -> bool: 

668 """bool: Device supports specifying the GPUDirect RDMA flag with cuMemCreate.""" 

669 return bool( 1 ctx2hF

670 self._get_cached_attribute( 1 ctx2hF

671 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_DIRECT_RDMA_WITH_CUDA_VMM_SUPPORTED 1 ctx2hF

672 ) 

673 ) 

674  

675 @property 

676 def reserved_shared_memory_per_block(self) -> int: 

677 """int: Shared memory reserved by CUDA driver per block in bytes.""" 

678 return self._get_cached_attribute( 1 ctx2VF

679 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_RESERVED_SHARED_MEMORY_PER_BLOCK 1 ctx2VF

680 ) 

681  

682 @property 

683 def sparse_cuda_array_supported(self) -> bool: 

684 """bool: Device supports sparse CUDA arrays and sparse CUDA mipmapped arrays.""" 

685 return bool( 1 ctx2WF

686 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_SPARSE_CUDA_ARRAY_SUPPORTED) 1 ctx2WF

687 ) 

688  

689 @property 

690 def read_only_host_register_supported(self) -> bool: 

691 """bool: True if device supports using the cuMemHostRegister flag CU_MEMHOSTREGISTER_READ_ONLY to register memory that must be mapped as read-only to the GPU, False if not.""" 

692 return bool( 1 ctx2UF

693 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_READ_ONLY_HOST_REGISTER_SUPPORTED) 1 ctx2UF

694 ) 

695  

696 @property 

697 def memory_pools_supported(self) -> bool: 

698 """bool: Device supports using the cuMemAllocAsync and cuMemPool family of APIs.""" 

699 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEMORY_POOLS_SUPPORTED)) 619 ctx2~E@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsWsXsYsZs0s1s2s3s(F)F*F+F,F-F/f!fWiUfVfXiDeYiZi0i1i2i:f#f3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f/iYfZf:iFe;i=i?i@i[i=f%f]i0f1f^iGe_i`i{i|i}i?f'f~i2f3fajHebjcjdjejfj@f(fgj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.F/F4s5s6s}q~q}oNmOm7s8s9s~oapbp!scpdpepfp#s$sgp%sFjGjHjIjJjKjLjMjNjOjPjQjRjSjTjUjVjWjXjYjZj0j1j2jFnZnU l V m W n X o Y p Z q 0 r 3j1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbHmngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?m3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{E:j4oLn#nkr;j7fMc=jUbVbWb?jXb@j[j]j^j_j`j{j|j}j~jMe-g.gThakbkckNeUhVhdkek; = ? @ [ fkgkhkikjkohphqhrhshkklkmknkokWhOe/g:gXhpkqkrkPeYhZhsktk;g=g?g@g[gQe]g^gukvkwk0h1hxkykzkAkBkCkDk$b%b'b(b)bSeTeUeEkFkGkHkIkVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b+b,b-b.bTkUkVkWkXkthuhvhwhxh3h4h5h6h7hZe}g~g8hYkZk0k0e9h!h1k2k} ~ abbbcb3k4k5k6k7kyhzhAhBhCh8k9k!k#k$k#h1eahbh$h%k'k(k2e%h'h)k*kchdhehfhgh3ehhih+k,k-k(h)h.k/k:k;k=k?k@k?b@b[b]b^b5e6e7e[k]k^k_k`k8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`b{b|b}bglhliljlklDhEhFhGhHhP Q S T llmlnlolpl+h,h-h.h/hqlrlsltlulvlwlxlylzlAlBlClDlElFlGlHlIlJlKlLlMlNlOlPlQlRlSlTl3G

700  

701 @property 

702 def gpu_direct_rdma_supported(self) -> bool: 

703 """bool: Device supports GPUDirect RDMA APIs, like nvidia_p2p_get_pages (see https://docs.nvidia.com/cuda/gpudirect-rdma for more information).""" 

704 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_DIRECT_RDMA_SUPPORTED)) 3 ctx2{FOc8f

705  

706 @property 

707 def gpu_direct_rdma_flush_writes_options(self) -> int: 

708 """int: The returned attribute shall be interpreted as a bitmask, where the individual bits are described by the CUflushGPUDirectRDMAWritesOptions enum.""" 

709 return self._get_cached_attribute( 1 ctx2wF

710 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_DIRECT_RDMA_FLUSH_WRITES_OPTIONS 1 ctx2wF

711 ) 

712  

713 @property 

714 def gpu_direct_rdma_writes_ordering(self) -> int: 

715 """int: GPUDirect RDMA writes to the device do not need to be flushed for consumers within the scope indicated by the returned attribute. See CUGPUDirectRDMAWritesOrdering for the numerical values returned here.""" 

716 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_DIRECT_RDMA_WRITES_ORDERING) 1 ctx2|F

717  

718 @property 

719 def mempool_supported_handle_types(self) -> int: 

720 """int: Handle types supported with mempool based IPC.""" 

721 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEMPOOL_SUPPORTED_HANDLE_TYPES) 1 ctx2Im

722  

723 @property 

724 def deferred_mapping_cuda_array_supported(self) -> bool: 

725 """bool: Device supports deferred mapping CUDA arrays and CUDA mipmapped arrays.""" 

726 return bool( 1 ctx2fF

727 self._get_cached_attribute( 1 ctx2fF

728 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_DEFERRED_MAPPING_CUDA_ARRAY_SUPPORTED 1 ctx2fF

729 ) 

730 ) 

731  

732 @property 

733 def numa_config(self) -> int: 

734 """int: NUMA configuration of a device: value is of type CUdeviceNumaConfig enum.""" 

735 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_NUMA_CONFIG) 1 ctx2LG

736  

737 @property 

738 def numa_id(self) -> int: 

739 """int: NUMA node ID of the GPU memory.""" 

740 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_NUMA_ID) 1 ctx2MG

741  

742 @property 

743 def multicast_supported(self) -> bool: 

744 """bool: Device supports switch multicast and reduction operations.""" 

745 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MULTICAST_SUPPORTED)) 1 ctx2KG

746  

747 @property 

748 def surface_alignment(self) -> int: 

749 """int: Surface alignment requirement in bytes.""" 

750 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_SURFACE_ALIGNMENT) 1 ctx2RG

751  

752 @property 

753 def async_engine_count(self) -> int: 

754 """int: Number of asynchronous engines.""" 

755 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_ASYNC_ENGINE_COUNT) 1 ctx2:F

756  

757 @property 

758 def can_tex2d_gather(self) -> bool: 

759 """bool: True if device supports 2D texture gather operations, False if not.""" 

760 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_TEX2D_GATHER)) 1 ctx2nm

761  

762 @property 

763 def maximum_texture2d_gather_width(self) -> int: 

764 """int: Maximum 2D texture gather width.""" 

765 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_GATHER_WIDTH) 1 ctx2xG

766  

767 @property 

768 def maximum_texture2d_gather_height(self) -> int: 

769 """int: Maximum 2D texture gather height.""" 

770 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_GATHER_HEIGHT) 1 ctx2wG

771  

772 @property 

773 def stream_priorities_supported(self) -> bool: 

774 """bool: True if device supports stream priorities, False if not.""" 

775 return bool( 1 ctx2XF

776 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_STREAM_PRIORITIES_SUPPORTED) 1 ctx2XF

777 ) 

778  

779 @property 

780 def can_flush_remote_writes(self) -> bool: 

781 """bool: The CU_STREAM_WAIT_VALUE_FLUSH flag and the CU_STREAM_MEM_OP_FLUSH_REMOTE_WRITES MemOp are supported on the device. See Stream Memory Operations for additional details.""" 

782 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_FLUSH_REMOTE_WRITES)) 1 ctx2;F

783  

784 @property 

785 def host_register_supported(self) -> bool: 

786 """bool: Device supports host memory registration via cudaHostRegister.""" 

787 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_REGISTER_SUPPORTED)) 1 ctx2cG

788  

789 @property 

790 def timeline_semaphore_interop_supported(self) -> bool: 

791 """bool: External timeline semaphore interop is supported on the device.""" 

792 return bool( 1 ctx2nF

793 self._get_cached_attribute( 1 ctx2nF

794 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TIMELINE_SEMAPHORE_INTEROP_SUPPORTED 1 ctx2nF

795 ) 

796 ) 

797  

798 @property 

799 def cluster_launch(self) -> bool: 

800 """bool: Indicates device supports cluster launch.""" 

801 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CLUSTER_LAUNCH)) 1 ctx2om

802  

803 @property 

804 def can_use_64_bit_stream_mem_ops(self) -> bool: 

805 """bool: 64-bit operations are supported in cuStreamBatchMemOp and related MemOp APIs.""" 

806 return bool( 1 ctx2rF

807 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_USE_64_BIT_STREAM_MEM_OPS) 1 ctx2rF

808 ) 

809  

810 @property 

811 def can_use_stream_wait_value_nor(self) -> bool: 

812 """bool: CU_STREAM_WAIT_VALUE_NOR is supported by MemOp APIs.""" 

813 return bool( 1 ctx2sF

814 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_USE_STREAM_WAIT_VALUE_NOR) 1 ctx2sF

815 ) 

816  

817 @property 

818 def dma_buf_supported(self) -> bool: 

819 """bool: Device supports buffer sharing with dma_buf mechanism.""" 

820 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_DMA_BUF_SUPPORTED)) 1 ctx2]F

821  

822 # Start of CUDA 12 device attributes 

823  

824 @property 

825 def ipc_event_supported(self) -> bool: 

826 """bool: Device supports IPC Events.""" 

827 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_IPC_EVENT_SUPPORTED)) 1 ctx2eG

828  

829 @property 

830 def mem_sync_domain_count(self) -> int: 

831 """int: Number of memory domains the device supports.""" 

832 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEM_SYNC_DOMAIN_COUNT, default=1) 1 ctx2GG

833  

834 @property 

835 def tensor_map_access_supported(self) -> bool: 

836 """bool: Device supports accessing memory using Tensor Map.""" 

837 return bool( 38 ctx2YFIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(g)g*g+g

838 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TENSOR_MAP_ACCESS_SUPPORTED) 38 ctx2YFIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(g)g*g+g

839 ) 

840  

841 @property 

842 def handle_type_fabric_supported(self) -> bool: 

843 """bool: Device supports exporting memory to a fabric handle with cuMemExportToShareableHandle() or requested with cuMemCreate().""" 

844 return bool( 1 ctx2xF

845 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HANDLE_TYPE_FABRIC_SUPPORTED) 1 ctx2xF

846 ) 

847  

848 @property 

849 def unified_function_pointers(self) -> bool: 

850 """bool: Device supports unified function pointers.""" 

851 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_UNIFIED_FUNCTION_POINTERS)) 1 ctx2XG

852  

853 @property 

854 def mps_enabled(self) -> bool: 

855 """bool: Indicates if contexts created on this device will be shared via MPS.""" 

856 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MPS_ENABLED)) 1 ctx2HG

857  

858 @property 

859 def host_numa_id(self) -> int: 

860 """int: NUMA ID of the host node closest to the device. Returns -1 when system does not support NUMA.""" 

861 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NUMA_ID, default=-1) 47 ctx2-E.E:E;El m n o p q r s t u v w x y z A B C D E F G H I J K L M N O bGIn*jqg+j,j-j.jrg/jf @mfn

862  

863 @property 

864 def d3d12_cig_supported(self) -> bool: 

865 """bool: Device supports CIG with D3D12.""" 

866 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_D3D12_CIG_SUPPORTED)) 1 ctx2[F

867  

868 @property 

869 def mem_decompress_algorithm_mask(self) -> int: 

870 """int: The returned value shall be interpreted as a bitmask, where the individual bits are described by the CUmemDecompressAlgorithm enum.""" 

871 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEM_DECOMPRESS_ALGORITHM_MASK) 1 ctx2FG

872  

873 @property 

874 def mem_decompress_maximum_length(self) -> int: 

875 """int: The returned value is the maximum length in bytes of a single decompress operation that is allowed.""" 

876 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEM_DECOMPRESS_MAXIMUM_LENGTH) 1 ctx2Gm

877  

878 @property 

879 def vulkan_cig_supported(self) -> bool: 

880 """bool: Device supports CIG with Vulkan.""" 

881 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_VULKAN_CIG_SUPPORTED)) 1 ctx2YG

882  

883 @property 

884 def gpu_pci_device_id(self) -> int: 

885 """int: The combined 16-bit PCI device ID and 16-bit PCI vendor ID. 

886  

887 Returns 0 if the driver does not support this query. 

888 """ 

889 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_PCI_DEVICE_ID) 1 ctx2~F

890  

891 @property 

892 def gpu_pci_subsystem_id(self) -> int: 

893 """int: The combined 16-bit PCI subsystem ID and 16-bit PCI subsystem vendor ID. 

894  

895 Returns 0 if the driver does not support this query. 

896 """ 

897 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_PCI_SUBSYSTEM_ID) 1 ctx2aG

898  

899 @property 

900 def host_numa_virtual_memory_management_supported(self) -> bool: 

901 """bool: Device supports HOST_NUMA location with the virtual memory management APIs like cuMemCreate, cuMemMap and related APIs.""" 

902 return bool( 1 ctx2kF

903 self._get_cached_attribute( 1 ctx2kF

904 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NUMA_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED 1 ctx2kF

905 ) 

906 ) 

907  

908 @property 

909 def host_numa_memory_pools_supported(self) -> bool: 

910 """bool: Device supports HOST_NUMA location with the cuMemAllocAsync and cuMemPool family of APIs.""" 

911 return bool( 22 ctx2lrmr[mxnJHKHLHMH;sNHUpVpWpnryn=s(s?sBFqgrgf

912 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NUMA_MEMORY_POOLS_SUPPORTED) 22 ctx2lrmr[mxnJHKHLHMH;sNHUpVpWpnryn=s(s?sBFqgrgf

913 ) 

914  

915 # Start of CUDA 13 device attributes 

916  

917 @property 

918 def host_numa_multinode_ipc_supported(self) -> bool: 

919 """bool: Device supports HOST_NUMA location IPC between nodes in a multi-node system.""" 

920 return bool( 1 ctx2CF

921 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NUMA_MULTINODE_IPC_SUPPORTED) 1 ctx2CF

922 ) 

923  

924 @property 

925 def host_memory_pools_supported(self) -> bool: 

926 """bool: Device supports HOST location with the cuMemAllocAsync and cuMemPool family of APIs.""" 

927 IF CUDA_CORE_BUILD_MAJOR < 13: 

928 return False 

929 ELSE: 

930 return bool( 62 ctx2~E~ml m n o p q r s t u v w x y z A B C D E F G H I J K L M N O zFMmYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j5odnMcenXJKmf Tb|E@mfn}E

931 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_MEMORY_POOLS_SUPPORTED) 62 ctx2~E~ml m n o p q r s t u v w x y z A B C D E F G H I J K L M N O zFMmYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j5odnMcenXJKmf Tb|E@mfn}E

932 ) 

933  

934 @property 

935 def host_virtual_memory_management_supported(self) -> bool: 

936 """bool: Device supports HOST location with the virtual memory management APIs like cuMemCreate, cuMemMap and related APIs.""" 

937 IF CUDA_CORE_BUILD_MAJOR < 13: 

938 return False 

939 ELSE: 

940 return bool( 1 ctx2lF

941 self._get_cached_attribute( 1 ctx2lF

942 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED 1 ctx2lF

943 ) 

944 ) 

945  

946 @property 

947 def host_alloc_dma_buf_supported(self) -> bool: 

948 """bool: Device supports page-locked host memory buffer sharing with dma_buf mechanism.""" 

949 IF CUDA_CORE_BUILD_MAJOR < 13: 

950 return False 

951 ELSE: 

952 return bool( 1 ctx29l

953 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_ALLOC_DMA_BUF_SUPPORTED) 1 ctx29l

954 ) 

955  

956 @property 

957 def only_partial_host_native_atomic_supported(self) -> bool: 

958 """bool: Link between the device and the host supports only some native atomic operations.""" 

959 IF CUDA_CORE_BUILD_MAJOR < 13: 

960 return False 

961 ELSE: 

962 return bool( 1 ctx28l

963 self._get_cached_attribute( 1 ctx28l

964 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_ONLY_PARTIAL_HOST_NATIVE_ATOMIC_SUPPORTED 1 ctx28l

965 ) 

966 ) 

967  

968  

969class Device: (empty)

970 """Represent a GPU and act as an entry point for cuda.core features. 

971  

972 This is a singleton object that helps ensure interoperability 

973 across multiple libraries imported in the process to both see 

974 and use the same GPU device. 

975  

976 While acting as the entry point, many other CUDA resources can be 

977 allocated such as streams and buffers. Any :obj:`~_context.Context` dependent 

978 resource created through this device, will continue to refer to 

979 this device's context. 

980  

981 Newly returned :obj:`~_device.Device` objects are thread-local singletons 

982 for a specified device. 

983  

984 Note 

985 ---- 

986 Will not initialize the GPU. 

987  

988 Parameters 

989 ---------- 

990 device_id : int, optional 

991 Device ordinal to return a :obj:`~_device.Device` object for. 

992 Default value of `None` return the currently used device. 

993  

994 """ 

995 __slots__ = ( 

996 "_device_id", (empty)

997 "_memory_resource", 

998 "_has_inited", 

999 "_properties", 

1000 "_resources", 

1001 "_uuid", 

1002 "_context", 

1003 "__weakref__", 

1004 ) 

1005  

1006 def __new__(cls, device_id: Device | int | None = None) -> Device: (empty)

1007 if isinstance(device_id, Device): 3332 ctx2a ~EnhUH]s6I^s7I_s,J`s-J{s.J|s/J}s:J~s8IatknbtlnctRmdtSmeteIftTmgtmnht9Iit!IjtUmktnnltmomt{mnt#IotVmptnoqt;Jrt$IstWmttoout%Ivtonwtpnxtqnytpozt-qAtXmBtYmCtZmDt0mEt1mFt2mGt3mHt4mIt5mJt6mKt7mLt8mMt9mNt!mOt#mPt$mQt%mRt'mSt(mTt)mUt*mVt+mWt,mXt-mYt.mZt/m0t@s1t[s2t9F3t4tor!F5t6t#F7t$F8t%F9tQiRiSi!tTiUiVi'F#t$t%t=J't?J(t@J)t[J*t]J+t,t-t.t/t:t;t=t?tSs@tTs[tUs]tVs^tqo_t'I`t^J{t_J|t+s}t,s~troausobutocuuoduvoeuWsfuXsguYshuZsiu0sju1sku2slu3smu-snuoupuqu(Fru)Fsu*Ftu+Fuu,Fvu-Fwuxuyuzu.qAu/qBu/f!f$eWiUfVfXiCuDuEuFuDeYiZi0i1i2iGuHu:f#f%e3iWfXf4iIuJuKuLuEe5i6i7i8i9iMuNu!i#i$iOu%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iPuQuRuSuFe;i=i?i@i[iTuUu=f%f(e]i0f1f^iVuWuXuYuGe_i`i{i|i}iZu0u?f'f)e~i2f3faj1u2u3u4uHebjcjdjejfj5u6u@f(f*egj4f5fhj7u8u9u!uIeijjjkjljmj#u$unjojpjqjrjsjtjujvjwjxjyj%uzjAjBjCjDjEj'u(u)u*u+u,u-u.u/u.s:u.F;u/F=u:q?u/s@u[u4s]u:s^u;q_u=q`u?q{u@q|u[q}u]q~u5savVHbvcvdvevfv^qgv_qhv`qiv{qjv4GkvWHlvXHmv`Jnv{Jov|qpvqv6srvsvtvuvvvwvxvyvzvAvBvCvYJDv}qEv(IFv)IGv*IHv~qIv+IJv}oKvNmLvOmMvSpNvTpOv|mPvwoQvxoRv7sSv8sTv9sUv~oVvapWvbpXv!sYvcpZvdp0vep1vfp2v#s3v$s4vgp5v6var7vYH8v9v!v|J#v$v%v'v(vyo)vzo*vAo+vBo,vCo-v.v/v:v;vDo=v?v@v[v]v%s^v_vAMFjBMGjCMHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjQJZjRJ0jSJ1j(K`v2j{vlm|v}J}v,I~v-Iaw~JbwaKcwEodwFoewGofwbKgwcKhwdKiweKjwfKkwfLlwZJmw0JnwgLowhLpwbrqwcrrwdrswiLtwjLuwkLvwlLwwmLxwnLyw1Jzw2JAwoLBwpLCwerDwfrEwgrFwqLGwrLHwsLIwtLJwuLKwLwhrMwNwOwgKPw.IQw/IRwhKSwiKTwHoUwIoVwJoWwjKXwkKYwlKZwmK0wnK1wir2w3woK4w:I5w;I6wpK7wqK8wKo9wLo!wMo#wrK$wsK%wtK'wuK(wvK)w*wmm+wjr,wOH-wPH.w/w:wNo;w=w?wZH@w0H[w:m]wrn^wOo_w1H`wsn{wtn|wun}wvn~w}maxwnbx;mcxFndxZnex~mfx:K:h;h;K=hQH/nRH:n?h@h/H;n[h]h^h=K_h5GXp`h?K{h-E=n.E?n/E@n6GYp@K|h[K}h]K~h^Kaibicidieifigihiii:H[n;H]n^n_n`n=H{n|n}n:E~n;EaoZp=Eboco0pdo1peofo2pgo3phoiojoko[f]f_KgxRL^f,E_f?H`ffI{f|f}fhphx~f+fRfag,fwKbgxK-fcgSLdgegfggghgigjgkglg$HixprU l %HV 'Hm 4pW lrn @HX mro GpY (Hp Z q 0 r zN3j9f1 [ms ubvbwbxbybzbAbBbCbDbEbQm2 xnt 3 u 4 `K5 6 {K7 8 |K9 ! }K# $ [H% ' ~K( v JHw KHx y z LHA MHB C D ;sE NHF G 5p) UpH * VpI 6p+ WpJ 7p, nrK qrrrsrpF- ynL )HFb*HGb]H. =sM ^H/ (sN 8p: ?sO 5FHb6FIb)KJb*KKb+KLb,KMbyKjxzKkxAKlxBKmxCKnxDKoxpxmg)s]m^m3J=IEK?IpIqxvLrxaI@IwLsxqI[IxL]IyL^ITJ:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZG7G+HrI_IzL`I2H{I7F3H|ItxMnjb_m4Juxhn}IvxFKwxGKxxHKyxIKzxJKAxKKBxGnCxLKDxMKExNKFxOKGxPKHxQKIxRKJxHnKxLxMxNxOxPxQxRxSxTxUxVxWxXxYxZx0x1x2x3x4x5x6x7x8xtrUlurVlSHg loJeinKeWlXlYl9xZl0l1lvrwrxryrzrArBrCrDrErFrGrHrIrJrKrLrMrNrOrPrQrRrSrTLTrUr!x2lVrR #x#obIPm~IaJbJcJdJ_HeJ8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpgHpzn`mNnjnOnPnQnAnBnIp$o%oJpKpgILpjikiWrXrYrZr0r1r$x%x'x(x)x*x+x,x-x.x/x:x;x=x?x@x[x]xhJ^x_x`x{x|x}x~xaybycydyeyfygyhyiyjykylymynyoypyqyrysytyiJuyvywyxyyyzyjJAyBykJCyDyEyFyGyHyIyJyKylJLymJMyNyOyPyQyRySyTyUyVyWyXyYyZy0ynJ1y2y3y4y5y6y7y8y9y!y#y$y%y'y'oRnCnSngN4jSfTfAL5jLm(yAN6jhN7jBN8j9j2rBL!jCL#jhIMpTnUnNp(oVnWnXnYnaL)y*y.f6f0n+y1n,yPo-y2n.yIn/yQo:yRo;y.noJ=m=y?mpJMm?yqF3n@y$j[yJn]yRh^y4n_y$l`y5n{y%j|y6n}y'j~y7naz(jbzKnczShdz8nez)jfzSogz?Ehz9niz@EjzTokz[ElzUomz]EnzVooz^EqJWopz_Eqz!nrz`EszXotz{ErJYouz*jvzbnwzqgxzZoyz+jzz0oAz,jsJ1oBz-jCz2oDz.jEzcnFzrgGz3oHz/jIz:jJz4oKz5oLzLnMz#nNzdnOzuMkrOp)oDM;jDn*oPzQz7fMcenRzSzKmTzf Tb|EUz@mVzfnWz}EXz3rEM=jEntJYzuJZzNcLe)f*fgn$n's0zOc8f+o,o-o4r5r6r7r8r9r!r#r$r%r'r(r)rip1zvMPc5JQc6o2zRc7o3zScbLTccLUc,g4zVcsgjp5zkp6zlp7zmp8znp9zop!zpp#zqp$zrp%zsp'ztp(zWcXcYcZc0c1c2c3c4c5c6c7c8c%l)z'l*zZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`cvJ{cwJ|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdxJtdtIuduIvdvIwdwIxdxIydyIzdzIAdAIBdBICdCIDdDIEdEIFdFIGdGIHdHIIdIIJdKdiIUb!LVbjIWb?jkIXb(l9pLd*r@j)l+e+z+r,z[j!p#p$p]j-z.z/z:zMd,e^j_jNd;z,r=z?z*lOd-r@z`j+l-e[z.r]z{j%p'p(p|j^z_z`z{zPd.e}j~jQd|z/r}z~zMe-g.gThakbkckNeUhVhdkek; h ,l= limi? -l.l/l:lb i ;l@ [ c =l?l@lYbZb/e:e;e=e?efk@egk)p*phkaAbAcA[eikjkdAeAfAoh3l!b:rph.o/oqh;r=r?r@rkb#b[rrhshlb]r^r_rkk[l]egA`rlk+p,p-pmkhAiAjAkARd^elAnkokSdmA{rnAoAWhOe/g:gXhpkqkrkPeYhZhsktk;gni0b.p:o=g/p:p?g;p=p?p@p] 1b[p@g[g^ ]p^p_p`p{p|p}p~paqbqcqdqeqfqQe]g^gukvkwk0h1hxkykzk_epAAkgqhqBkqArAsA`eCkDktAuAvAwAxAyAzAAABACADAEA$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFAFkiqjqGkGAHAIAJA3dcfHkIk4dKALAMAVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkkqlqVkNAOAPAefWkXkQARAth4l/b|rPpuh;o=o?ovh}r~rasbsmb:bcswhxhnbdsesfsSA3h]lXeTA@ogs4hmqnqoq5hUAVAWAXA)dYe6h7h*dYAhsZA0AZe}g~g8hYkZk0k0e9h!h1k2k} j ^l~ oipiab_l`l{l|ld k }lbbcbe ~lambm4b5bffgfhfifjf3kkf4kpqqq5k1A2A3Alf6k7k4A5A6Ayh5l;biszh[o]oAhjskslsmsob=bnsBhChpbospsqs8kcmmf7Ars9krqsqtq!k8A9A!A#A+dnf$A#k$k,d%Ass'A(A#h1eahbh$h%k'k(k2e%h'h)k*kchqi6buq^odhvqwqehxqyqzqAqdb7bBqfhghebCqDqEqFqGqHqIqJqKqLqMqNqOqPq3ehhih+k,k-k(h)h.k/k:kof)A;kQqRq=k*A+A,Apf?k@k-A.A/A:A;A=A?A@A[A]A^A_A?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf`A]kSqTq^k{A|A}A~A^dwf_k`k_daBbBcB8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlUqVqildBeBfByfjlklgBhBDh6l~btsQpEh_o`o{oFhusvswsxsqbacysGhHhrbzsAsBsiBDLjBELkBP Q S T gehelldmzflBCsmBmlWqXqYqnlnBoBpBqBieAfolpljekerBlemesBtBDsuBvB+hem!ewB|oEs,hZq0q1q-hxByBzBABne#e.h/hoeBBFsCBDBqlfmBfEBGsFBrl2q3q4qslGBHBIBJBpeCftlulqeKBHsLBMBvlgmDfNBIsOBwl5q6q7qxlPBQBRBSBreEfylzlseTBJsUBVBAlhmFfWBKsXBBl8q9q!qClYBZB0B1BteGfDlElue2BLs3B4BFlimHf5BMs6BGl#q$q%qHl7B8B9B!BveIfIlJlwe#BNs$B%BKljmJf'BOs(BLl'q(q)qMl)B*B+B,BxeKfNlOlyeze-BPs.B/BPlkmLf:BQs;BQl*q+q,qRl=B?B@B[BAeMfSlTlBeCe]BRs^B_Btgup`Bvp{Bugwp|Bxp}B~BaCbCcCyJdCeCfCgChCiCjCkClCmCnCoCpCqCrCsCtCuCvCwCxCyCzCACBCCCDCECFCGCHCICJCypKCzpLCRpMCNCOCPCQCRCvgwgxgygSCTCUCVCWCXCYCZC0C1C2C3C4C5C6CzgAg`HBgCgDgAp7C{HEgFgGgHgBp8CJIsbCp9CDp!C#C$CzJ%C'Ctb(C)C*CEp+CFp,C-C.C3GlI/CmI:CnI;CSK=CdL?CoI@CAJ[CTK]CUJ^CUK_CVK`CWK{CXK|CVJ}CYK~CZKaD0KbD1KcD2KdD3KeD4KfD5KgD6KhD7KiD8KjD9KkD!KlD#KmDcInD$KoDWJpD%KqD'KrDIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQfsDtDuD)g*g+gKIvDLIwDMIxDNIyDOIzDBJAD6JBD7JCD8JDD9JED!JFD#JGD*sHD$JIDJDKDCJLDDJMDFLNDGLODHLPDILQDJLRDKLSDEJTD4HUDFJVD%JWD'JXD(JYDGJZDLL0DML1DNL2DOL3DgH4DhH5DiH6DjH7DkH8DlH9D)J!DmH#DnH$DoH%DpH'DqH(DPI)DQI*DaF+DRI,DSI-D|H.DTI/DbF:DUI;DcF=DVI?DWI@D[D]DXI^D_DYI`D*J{DTH|DdI}D~DaEbEcEdEHJeEfEgEhEiEjEkElEmEnEoEIJpEqErEsEtEuEJJrisitiIhuiviwiJhKhxiyiziAiBiLhCiDiEi5HMhFiGiNhHiIi6HJiKiLi7HMiOhNiPhOi,HPi-HQhvEwExE.HyEzEKJAELJMJBECEDEEEFEGEHENJIEOJJEKELEMENEOEPEQERESETEUEVEWEPJXEYEZE0E

1008 return device_id 136 ctx25s6s}oNmOm7s8s9s~oapbp!scpdpepfp#s$sgpAMBMCM%n'n(n)n*n+n,n-nFnU %HV 'HW X GpY (HZ 0 zN1 2 3 4 5 6 7 8 9 ! # $ % ' ( ) * + , - )H*H. / : 5F6F)K*K+K,KgNTfALLmANhNBNBLCL=m3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)j:jLnuMDM7fEMLegn'sOc+o,o-o5JtIuIvIwIxIyIzIAIBICIDIEIFIGIHIIIiI!LjIkIP Q

1009  

1010 Device_ensure_cuda_initialized() 3320 ctx2a ~EnhUH]s6I^s7I_s,J`s-J{s.J|s/J}s:J~s8IatknbtlnctRmdtSmeteIftTmgtmnht9Iit!IjtUmktnnltmomt{mnt#IotVmptnoqt;Jrt$IstWmttoout%Ivtonwtpnxtqnytpozt-qAtXmBtYmCtZmDt0mEt1mFt2mGt3mHt4mIt5mJt6mKt7mLt8mMt9mNt!mOt#mPt$mQt%mRt'mSt(mTt)mUt*mVt+mWt,mXt-mYt.mZt/m0t@s1t[s2t9F3t4tor!F5t6t#F7t$F8t%F9tQiRiSi!tTiUiVi'F#t$t%t=J't?J(t@J)t[J*t]J+t,t-t.t/t:t;t=t?tSs@tTs[tUs]tVs^tqo_t'I`t^J{t_J|t+s}t,s~troausobutocuuoduvoeuWsfuXsguYshuZsiu0sju1sku2slu3smu-snuoupuqu(Fru)Fsu*Ftu+Fuu,Fvu-Fwuxuyuzu.qAu/qBu/f!f$eWiUfVfXiCuDuEuFuDeYiZi0i1i2iGuHu:f#f%e3iWfXf4iIuJuKuLuEe5i6i7i8i9iMuNu!i#i$iOu%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iPuQuRuSuFe;i=i?i@i[iTuUu=f%f(e]i0f1f^iVuWuXuYuGe_i`i{i|i}iZu0u?f'f)e~i2f3faj1u2u3u4uHebjcjdjejfj5u6u@f(f*egj4f5fhj7u8u9u!uIeijjjkjljmj#u$unjojpjqjrjsjtjujvjwjxjyj%uzjAjBjCjDjEj'u(u)u*u+u,u-u.u/u.s:u.F;u/F=u:q?u/s@u[u4s]u:s^u;q_u=q`u?q{u@q|u[q}u]q~u5savVHbvcvdvevfv^qgv_qhv`qiv{qjv4GkvWHlvXHmv`Jnv{Jov|qpvqv6srvsvtvuvvvwvxvyvzvAvBvCvYJDv}qEv(IFv)IGv*IHv~qIv+IJv}oKvNmLvOmMvSpNvTpOv|mPvwoQvxoRv7sSv8sTv9sUv~oVvapWvbpXv!sYvcpZvdp0vep1vfp2v#s3v$s4vgp5v6var7vYH8v9v!v|J#v$v%v'v(vyo)vzo*vAo+vBo,vCo-v.v/v:v;vDo=v?v@v[v]v%s^v_vFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjQJZjRJ0jSJ1j(K`v2j{vlm|v}J}v,I~v-Iaw~JbwaKcwEodwFoewGofwbKgwcKhwdKiweKjwfKkwfLlwZJmw0JnwgLowhLpwbrqwcrrwdrswiLtwjLuwkLvwlLwwmLxwnLyw1Jzw2JAwoLBwpLCwerDwfrEwgrFwqLGwrLHwsLIwtLJwuLKwLwhrMwNwOwgKPw.IQw/IRwhKSwiKTwHoUwIoVwJoWwjKXwkKYwlKZwmK0wnK1wir2w3woK4w:I5w;I6wpK7wqK8wKo9wLo!wMo#wrK$wsK%wtK'wuK(wvK)w*wmm+wjr,wOH-wPH.w/w:wNo;w=w?wZH@w0H[w:m]wrn^wOo_w1H`wsn{wtn|wun}wvn~w}maxwnbx;mcxFndxZnex~mfx:K:h;h;K=hQH/nRH:n?h@h/H;n[h]h^h=K_h5GXp`h?K{h-E=n.E?n/E@n6GYp@K|h[K}h]K~h^Kaibicidieifigihiii:H[n;H]n^n_n`n=H{n|n}n:E~n;EaoZp=Eboco0pdo1peofo2pgo3phoiojoko[f]f_KgxRL^f,E_f?H`ffI{f|f}fhphx~f+fRfag,fwKbgxK-fcgSLdgegfggghgigjgkglg$HixprU l %HV 'Hm 4pW lrn @HX mro GpY (Hp Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEbQm2 xnt 3 u 4 `K5 6 {K7 8 |K9 ! }K# $ [H% ' ~K( v JHw KHx y z LHA MHB C D ;sE NHF G 5p) UpH * VpI 6p+ WpJ 7p, nrK qrrrsrpF- ynL )HFb*HGb]H. =sM ^H/ (sN 8p: ?sO 5FHb6FIb)KJb*KKb+KLb,KMbyKjxzKkxAKlxBKmxCKnxDKoxpxmg)s]m^m3J=IEK?IpIqxvLrxaI@IwLsxqI[IxL]IyL^ITJ:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZG7G+HrI_IzL`I2H{I7F3H|ItxMnjb_m4Juxhn}IvxFKwxGKxxHKyxIKzxJKAxKKBxGnCxLKDxMKExNKFxOKGxPKHxQKIxRKJxHnKxLxMxNxOxPxQxRxSxTxUxVxWxXxYxZx0x1x2x3x4x5x6x7x8xtrUlurVlSHg loJeinKeWlXlYl9xZl0l1lvrwrxryrzrArBrCrDrErFrGrHrIrJrKrLrMrNrOrPrQrRrSrTLTrUr!x2lVrR #x#obIPm~IaJbJcJdJ_HeJ8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpgHpzn`mNnjnOnPnQnAnBnIp$o%oJpKpgILpjikiWrXrYrZr0r1r$x%x'x(x)x*x+x,x-x.x/x:x;x=x?x@x[x]xhJ^x_x`x{x|x}x~xaybycydyeyfygyhyiyjykylymynyoypyqyrysytyiJuyvywyxyyyzyjJAyBykJCyDyEyFyGyHyIyJyKylJLymJMyNyOyPyQyRySyTyUyVyWyXyYyZy0ynJ1y2y3y4y5y6y7y8y9y!y#y$y%y'y'oRnCnSn4jSfTfAL5jLm(y6j7j8j9j2rBL!jCL#jhIMpTnUnNp(oVnWnXnYnaL)y*y.f6f0n+y1n,yPo-y2n.yIn/yQo:yRo;y.noJ=m=y?mpJMm?yqF3n@y$j[yJn]yRh^y4n_y$l`y5n{y%j|y6n}y'j~y7naz(jbzKnczShdz8nez)jfzSogz?Ehz9niz@EjzTokz[ElzUomz]EnzVooz^EqJWopz_Eqz!nrz`EszXotz{ErJYouz*jvzbnwzqgxzZoyz+jzz0oAz,jsJ1oBz-jCz2oDz.jEzcnFzrgGz3oHz/jIz:jJz4oKz5oLzLnMz#nNzdnOzkrOp)o;jDn*oPzQz7fMcenRzSzKmTzf Tb|EUz@mVzfnWz}EXz3r=jEntJYzuJZzNcLe)f*fgn$n's0zOc8f+o,o-o4r5r6r7r8r9r!r#r$r%r'r(r)rip1zvMPc5JQc6o2zRc7o3zScbLTccLUc,g4zVcsgjp5zkp6zlp7zmp8znp9zop!zpp#zqp$zrp%zsp'ztp(zWcXcYcZc0c1c2c3c4c5c6c7c8c%l)z'l*zZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`cvJ{cwJ|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdxJtdtIuduIvdvIwdwIxdxIydyIzdzIAdAIBdBICdCIDdDIEdEIFdFIGdGIHdHIIdIIJdKdiIUbVbjIWb?jkIXb(l9pLd*r@j)l+e+z+r,z[j!p#p$p]j-z.z/z:zMd,e^j_jNd;z,r=z?z*lOd-r@z`j+l-e[z.r]z{j%p'p(p|j^z_z`z{zPd.e}j~jQd|z/r}z~zMe-g.gThakbkckNeUhVhdkek; h ,l= limi? 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1012 devices = Device_ensure_tls_devices(cls) 3319 ctx2a ~EnhUH]s6I^s7I_s,J`s-J{s.J|s/J}s:J~s8IatknbtlnctRmdtSmeteIftTmgtmnht9Iit!IjtUmktnnltmomt{mnt#IotVmptnoqt;Jrt$IstWmttoout%Ivtonwtpnxtqnytpozt-qAtXmBtYmCtZmDt0mEt1mFt2mGt3mHt4mIt5mJt6mKt7mLt8mMt9mNt!mOt#mPt$mQt%mRt'mSt(mTt)mUt*mVt+mWt,mXt-mYt.mZt/m0t@s1t[s2t9F3t4tor!F5t6t#F7t$F8t%F9tQiRiSi!tTiUiVi'F#t$t%t=J't?J(t@J)t[J*t]J+t,t-t.t/t:t;t=t?tSs@tTs[tUs]tVs^tqo_t'I`t^J{t_J|t+s}t,s~troausobutocuuoduvoeuWsfuXsguYshuZsiu0sju1sku2slu3smu-snuoupuqu(Fru)Fsu*Ftu+Fuu,Fvu-Fwuxuyuzu.qAu/qBu/f!f$eWiUfVfXiCuDuEuFuDeYiZi0i1i2iGuHu:f#f%e3iWfXf4iIuJuKuLuEe5i6i7i8i9iMuNu!i#i$iOu%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iPuQuRuSuFe;i=i?i@i[iTuUu=f%f(e]i0f1f^iVuWuXuYuGe_i`i{i|i}iZu0u?f'f)e~i2f3faj1u2u3u4uHebjcjdjejfj5u6u@f(f*egj4f5fhj7u8u9u!uIeijjjkjljmj#u$unjojpjqjrjsjtjujvjwjxjyj%uzjAjBjCjDjEj'u(u)u*u+u,u-u.u/u.s:u.F;u/F=u:q?u/s@u[u4s]u:s^u;q_u=q`u?q{u@q|u[q}u]q~u5savVHbvcvdvevfv^qgv_qhv`qiv{qjv4GkvWHlvXHmv`Jnv{Jov|qpvqv6srvsvtvuvvvwvxvyvzvAvBvCvYJDv}qEv(IFv)IGv*IHv~qIv+IJv}oKvNmLvOmMvSpNvTpOv|mPvwoQvxoRv7sSv8sTv9sUv~oVvapWvbpXv!sYvcpZvdp0vep1vfp2v#s3v$s4vgp5v6var7vYH8v9v!v|J#v$v%v'v(vyo)vzo*vAo+vBo,vCo-v.v/v:v;vDo=v?v@v[v]v%s^v_vFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjQJZjRJ0jSJ1j(K`v2j{vlm|v}J}v,I~v-Iaw~JbwaKcwEodwFoewGofwbKgwcKhwdKiweKjwfKkwfLlwZJmw0JnwgLowhLpwbrqwcrrwdrswiLtwjLuwkLvwlLwwmLxwnLyw1Jzw2JAwoLBwpLCwerDwfrEwgrFwqLGwrLHwsLIwtLJwuLKwLwhrMwNwOwgKPw.IQw/IRwhKSwiKTwHoUwIoVwJoWwjKXwkKYwlKZwmK0wnK1wir2w3woK4w:I5w;I6wpK7wqK8wKo9wLo!wMo#wrK$wsK%wtK'wuK(wvK)w*wmm+wjr,wOH-wPH.w/w:wNo;w=w?wZH@w0H[w:m]wrn^wOo_w1H`wsn{wtn|wun}wvn~w}maxwnbx;mcxFndxZnex~mfx:K:h;h;K=hQH/nRH:n?h@h/H;n[h]h^h=K_h5GXp`h?K{h-E=n.E?n/E@n6GYp@K|h[K}h]K~h^Kaibicidieifigihiii:H[n;H]n^n_n`n=H{n|n}n:E~n;EaoZp=Eboco0pdo1peofo2pgo3phoiojoko[f]f_KgxRL^f,E_f?H`ffI{f|f}fhphx~f+fRfag,fwKbgxK-fcgSLdgegfggghgigjgkglg$HixprU l %HV 'Hm 4pW lrn @HX mro GpY (Hp Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEbQm2 xnt 3 u 4 `K5 6 {K7 8 |K9 ! }K# $ [H% ' ~K( v JHw KHx y z LHA MHB C D ;sE NHF G 5p) UpH * VpI 6p+ WpJ 7p, nrK qrrrsrpF- ynL )HFb*HGb]H. =sM ^H/ (sN 8p: ?sO 5FHb6FIb)KJb*KKb+KLb,KMbyKjxzKkxAKlxBKmxCKnxDKoxpxmg)s]m^m3J=IEK?IpIqxvLrxaI@IwLsxqI[IxL]IyL^ITJ:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZG7G+HrI_IzL`I2H{I7F3H|ItxMnjb_m4Juxhn}IvxFKwxGKxxHKyxIKzxJKAxKKBxGnCxLKDxMKExNKFxOKGxPKHxQKIxRKJxHnKxLxMxNxOxPxQxRxSxTxUxVxWxXxYxZx0x1x2x3x4x5x6x7x8xtrUlurVlSHg loJeinKeWlXlYl9xZl0l1lvrwrxryrzrArBrCrDrErFrGrHrIrJrKrLrMrNrOrPrQrRrSrTLTrUr!x2lVrR #x#obIPm~IaJbJcJdJ_HeJ8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpgHpzn`mNnjnOnPnQnAnBnIp$o%oJpKpgILpjikiWrXrYrZr0r1r$x%x'x(x)x*x+x,x-x.x/x:x;x=x?x@x[x]xhJ^x_x`x{x|x}x~xaybycydyeyfygyhyiyjykylymynyoypyqyrysytyiJuyvywyxyyyzyjJAyBykJCyDyEyFyGyHyIyJyKylJLymJMyNyOyPyQyRySyTyUyVyWyXyYyZy0ynJ1y2y3y4y5y6y7y8y9y!y#y$y%y'y'oRnCnSn4jSfTfAL5jLm(y6j7j8j9j2rBL!jCL#jhIMpTnUnNp(oVnWnXnYnaL)y*y.f6f0n+y1n,yPo-y2n.yIn/yQo:yRo;y.noJ=m=y?mpJMm?yqF3n@y$j[yJn]yRh^y4n_y$l`y5n{y%j|y6n}y'j~y7naz(jbzKnczShdz8nez)jfzSogz?Ehz9niz@EjzTokz[ElzUomz]EnzVooz^EqJWopz_Eqz!nrz`EszXotz{ErJYouz*jvzbnwzqgxzZoyz+jzz0oAz,jsJ1oBz-jCz2oDz.jEzcnFzrgGz3oHz/jIz:jJz4oKz5oLzLnMz#nNzdnOzkrOp)o;jDn*oPzQz7fMcenRzSzKmTzf Tb|EUz@mVzfnWz}EXz3r=jEntJYzuJZzNcLe)f*fgn$n's0zOc8f+o,o-o4r5r6r7r8r9r!r#r$r%r'r(r)rip1zPc5JQc6o2zRc7o3zScbLTccLUc,g4zVcsgjp5zkp6zlp7zmp8znp9zop!zpp#zqp$zrp%zsp'ztp(zWcXcYcZc0c1c2c3c4c5c6c7c8c%l)z'l*zZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`cvJ{cwJ|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdxJtdtIuduIvdvIwdwIxdxIydyIzdzIAdAIBdBICdCIDdDIEdEIFdFIGdGIHdHIIdIIJdKdiIUbVbjIWb?jkIXb(l9pLd*r@j)l+e+z+r,z[j!p#p$p]j-z.z/z:zMd,e^j_jNd;z,r=z?z*lOd-r@z`j+l-e[z.r]z{j%p'p(p|j^z_z`z{zPd.e}j~jQd|z/r}z~zMe-g.gThakbkckNeUhVhdkek; h ,l= limi? -l.l/l:lb i ;l@ [ c =l?l@lYbZb/e:e;e=e?efk@egk)p*phkaAbAcA[eikjkdAeAfAoh3l!b:rph.o/oqh;r=r?r@rkb#b[rrhshlb]r^r_rkk[l]egA`rlk+p,p-pmkhAiAjAkARd^elAnkokSdmA{rnAoAWhOe/g:gXhpkqkrkPeYhZhsktk;gni0b.p:o=g/p:p?g;p=p?p@p] 1b[p@g[g^ ]p^p_p`p{p|p}p~paqbqcqdqeqfqQe]g^gukvkwk0h1hxkykzk_epAAkgqhqBkqArAsA`eCkDktAuAvAwAxAyAzAAABACADAEA$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFAFkiqjqGkGAHAIAJA3dcfHkIk4dKALAMAVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkkqlqVkNAOAPAefWkXkQARAth4l/b|rPpuh;o=o?ovh}r~rasbsmb:bcswhxhnbdsesfsSA3h]lXeTA@ogs4hmqnqoq5hUAVAWAXA)dYe6h7h*dYAhsZA0AZe}g~g8hYkZk0k0e9h!h1k2k} j ^l~ oipiab_l`l{l|ld k }lbbcbe ~lambm4b5bffgfhfifjf3kkf4kpqqq5k1A2A3Alf6k7k4A5A6Ayh5l;biszh[o]oAhjskslsmsob=bnsBhChpbospsqs8kcmmf7Ars9krqsqtq!k8A9A!A#A+dnf$A#k$k,d%Ass'A(A#h1eahbh$h%k'k(k2e%h'h)k*kchqi6buq^odhvqwqehxqyqzqAqdb7bBqfhghebCqDqEqFqGqHqIqJqKqLqMqNqOqPq3ehhih+k,k-k(h)h.k/k:kof)A;kQqRq=k*A+A,Apf?k@k-A.A/A:A;A=A?A@A[A]A^A_A?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf`A]kSqTq^k{A|A}A~A^dwf_k`k_daBbBcB8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlUqVqildBeBfByfjlklgBhBDh6l~btsQpEh_o`o{oFhusvswsxsqbacysGhHhrbzsAsBsiBDLjBELkBP Q S T gehelldmzflBCsmBmlWqXqYqnlnBoBpBqBieAfolpljekerBlemesBtBDsuBvB+hem!ewB|oEs,hZq0q1q-hxByBzBABne#e.h/hoeBBFsCBDBqlfmBfEBGsFBrl2q3q4qslGBHBIBJBpeCftlulqeKBHsLBMBvlgmDfNBIsOBwl5q6q7qxlPBQBRBSBreEfylzlseTBJsUBVBAlhmFfWBKsXBBl8q9q!qClYBZB0B1BteGfDlElue2BLs3B4BFlimHf5BMs6BGl#q$q%qHl7B8B9B!BveIfIlJlwe#BNs$B%BKljmJf'BOs(BLl'q(q)qMl)B*B+B,BxeKfNlOlyeze-BPs.B/BPlkmLf:BQs;BQl*q+q,qRl=B?B@B[BAeMfSlTlBeCe]BRs^B_Btgup`Bvp{Bugwp|Bxp}B~BaCbCcCyJdCeCfCgChCiCjCkClCmCnCoCpCqCrCsCtCuCvCwCxCyCzCACBCCCDCECFCGCHCICJCypKCzpLCRpMCNCOCPCQCRCvgwgxgygSCTCUCVCWCXCYCZC0C1C2C3C4C5C6CzgAg`HBgCgDgAp7C{HEgFgGgHgBp8CJIsbCp9CDp!C#C$CzJ%C'Ctb(C)C*CEp+CFp,C-C.C3GlI/CmI:CnI;CSK=CdL?CoI@CAJ[CTK]CUJ^CUK_CVK`CWK{CXK|CVJ}CYK~CZKaD0KbD1KcD2KdD3KeD4KfD5KgD6KhD7KiD8KjD9KkD!KlD#KmDcInD$KoDWJpD%KqD'KrDIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQfsDtDuD)g*g+gKIvDLIwDMIxDNIyDOIzDBJAD6JBD7JCD8JDD9JED!JFD#JGD*sHD$JIDJDKDCJLDDJMDFLNDGLODHLPDILQDJLRDKLSDEJTD4HUDFJVD%JWD'JXD(JYDGJZDLL0DML1DNL2DOL3DgH4DhH5DiH6DjH7DkH8DlH9D)J!DmH#DnH$DoH%DpH'DqH(DPI)DQI*DaF+DRI,DSI-D|H.DTI/DbF:DUI;DcF=DVI?DWI@D[D]DXI^D_DYI`D*J{DTH|DdI}D~DaEbEcEdEHJeEfEgEhEiEjEkElEmEnEoEIJpEqErEsEtEuEJJrisitiIhuiviwiJhKhxiyiziAiBiLhCiDiEi5HMhFiGiNhHiIi6HJiKiLi7HMiOhNiPhOi,HPi-HQhvEwExE.HyEzEKJAELJMJBECEDEEEFEGEHENJIEOJJEKELEMENEOEPEQERESETEUEVEWEPJXEYEZE0E

1013  

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1015 return devices[device_id] 3319 ctx2a ~EnhUH]s6I^s7I_s,J`s-J{s.J|s/J}s:J~s8IatknbtlnctRmdtSmeteIftTmgtmnht9Iit!IjtUmktnnltmomt{mnt#IotVmptnoqt;Jrt$IstWmttoout%Ivtonwtpnxtqnytpozt-qAtXmBtYmCtZmDt0mEt1mFt2mGt3mHt4mIt5mJt6mKt7mLt8mMt9mNt!mOt#mPt$mQt%mRt'mSt(mTt)mUt*mVt+mWt,mXt-mYt.mZt/m0t@s1t[s2t9F3t4tor!F5t6t#F7t$F8t%F9tQiRiSi!tTiUiVi'F#t$t%t=J't?J(t@J)t[J*t]J+t,t-t.t/t:t;t=t?tSs@tTs[tUs]tVs^tqo_t'I`t^J{t_J|t+s}t,s~troausobutocuuoduvoeuWsfuXsguYshuZsiu0sju1sku2slu3smu-snuoupuqu(Fru)Fsu*Ftu+Fuu,Fvu-Fwuxuyuzu.qAu/qBu/f!f$eWiUfVfXiCuDuEuFuDeYiZi0i1i2iGuHu:f#f%e3iWfXf4iIuJuKuLuEe5i6i7i8i9iMuNu!i#i$iOu%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iPuQuRuSuFe;i=i?i@i[iTuUu=f%f(e]i0f1f^iVuWuXuYuGe_i`i{i|i}iZu0u?f'f)e~i2f3faj1u2u3u4uHebjcjdjejfj5u6u@f(f*egj4f5fhj7u8u9u!uIeijjjkjljmj#u$unjojpjqjrjsjtjujvjwjxjyj%uzjAjBjCjDjEj'u(u)u*u+u,u-u.u/u.s:u.F;u/F=u:q?u/s@u[u4s]u:s^u;q_u=q`u?q{u@q|u[q}u]q~u5savVHbvcvdvevfv^qgv_qhv`qiv{qjv4GkvWHlvXHmv`Jnv{Jov|qpvqv6srvsvtvuvvvwvxvyvzvAvBvCvYJDv}qEv(IFv)IGv*IHv~qIv+IJv}oKvNmLvOmMvSpNvTpOv|mPvwoQvxoRv7sSv8sTv9sUv~oVvapWvbpXv!sYvcpZvdp0vep1vfp2v#s3v$s4vgp5v6var7vYH8v9v!v|J#v$v%v'v(vyo)vzo*vAo+vBo,vCo-v.v/v:v;vDo=v?v@v[v]v%s^v_vFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjQJZjRJ0jSJ1j(K`v2j{vlm|v}J}v,I~v-Iaw~JbwaKcwEodwFoewGofwbKgwcKhwdKiweKjwfKkwfLlwZJmw0JnwgLowhLpwbrqwcrrwdrswiLtwjLuwkLvwlLwwmLxwnLyw1Jzw2JAwoLBwpLCwerDwfrEwgrFwqLGwrLHwsLIwtLJwuLKwLwhrMwNwOwgKPw.IQw/IRwhKSwiKTwHoUwIoVwJoWwjKXwkKYwlKZwmK0wnK1wir2w3woK4w:I5w;I6wpK7wqK8wKo9wLo!wMo#wrK$wsK%wtK'wuK(wvK)w*wmm+wjr,wOH-wPH.w/w:wNo;w=w?wZH@w0H[w:m]wrn^wOo_w1H`wsn{wtn|wun}wvn~w}maxwnbx;mcxFndxZnex~mfx:K:h;h;K=hQH/nRH:n?h@h/H;n[h]h^h=K_h5GXp`h?K{h-E=n.E?n/E@n6GYp@K|h[K}h]K~h^Kaibicidieifigihiii:H[n;H]n^n_n`n=H{n|n}n:E~n;EaoZp=Eboco0pdo1peofo2pgo3phoiojoko[f]f_KgxRL^f,E_f?H`ffI{f|f}fhphx~f+fRfag,fwKbgxK-fcgSLdgegfggghgigjgkglg$HixprU l %HV 'Hm 4pW lrn @HX mro GpY (Hp Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEbQm2 xnt 3 u 4 `K5 6 {K7 8 |K9 ! }K# $ [H% ' ~K( v JHw KHx y z LHA MHB C D ;sE NHF G 5p) UpH * VpI 6p+ WpJ 7p, nrK qrrrsrpF- ynL )HFb*HGb]H. =sM ^H/ (sN 8p: ?sO 5FHb6FIb)KJb*KKb+KLb,KMbyKjxzKkxAKlxBKmxCKnxDKoxpxmg)s]m^m3J=IEK?IpIqxvLrxaI@IwLsxqI[IxL]IyL^ITJ:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZG7G+HrI_IzL`I2H{I7F3H|ItxMnjb_m4Juxhn}IvxFKwxGKxxHKyxIKzxJKAxKKBxGnCxLKDxMKExNKFxOKGxPKHxQKIxRKJxHnKxLxMxNxOxPxQxRxSxTxUxVxWxXxYxZx0x1x2x3x4x5x6x7x8xtrUlurVlSHg loJeinKeWlXlYl9xZl0l1lvrwrxryrzrArBrCrDrErFrGrHrIrJrKrLrMrNrOrPrQrRrSrTLTrUr!x2lVrR #x#obIPm~IaJbJcJdJ_HeJ8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpgHpzn`mNnjnOnPnQnAnBnIp$o%oJpKpgILpjikiWrXrYrZr0r1r$x%x'x(x)x*x+x,x-x.x/x:x;x=x?x@x[x]xhJ^x_x`x{x|x}x~xaybycydyeyfygyhyiyjykylymynyoypyqyrysytyiJuyvywyxyyyzyjJAyBykJCyDyEyFyGyHyIyJyKylJLymJMyNyOyPyQyRySyTyUyVyWyXyYyZy0ynJ1y2y3y4y5y6y7y8y9y!y#y$y%y'y'oRnCnSn4jSfTfAL5jLm(y6j7j8j9j2rBL!jCL#jhIMpTnUnNp(oVnWnXnYnaL)y*y.f6f0n+y1n,yPo-y2n.yIn/yQo:yRo;y.noJ=m=y?mpJMm?yqF3n@y$j[yJn]yRh^y4n_y$l`y5n{y%j|y6n}y'j~y7naz(jbzKnczShdz8nez)jfzSogz?Ehz9niz@EjzTokz[ElzUomz]EnzVooz^EqJWopz_Eqz!nrz`EszXotz{ErJYouz*jvzbnwzqgxzZoyz+jzz0oAz,jsJ1oBz-jCz2oDz.jEzcnFzrgGz3oHz/jIz:jJz4oKz5oLzLnMz#nNzdnOzkrOp)o;jDn*oPzQz7fMcenRzSzKmTzf Tb|EUz@mVzfnWz}EXz3r=jEntJYzuJZzNcLe)f*fgn$n's0zOc8f+o,o-o4r5r6r7r8r9r!r#r$r%r'r(r)rip1zPc5JQc6o2zRc7o3zScbLTccLUc,g4zVcsgjp5zkp6zlp7zmp8znp9zop!zpp#zqp$zrp%zsp'ztp(zWcXcYcZc0c1c2c3c4c5c6c7c8c%l)z'l*zZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`cvJ{cwJ|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdxJtdtIuduIvdvIwdwIxdxIydyIzdzIAdAIBdBICdCIDdDIEdEIFdFIGdGIHdHIIdIIJdKdiIUbVbjIWb?jkIXb(l9pLd*r@j)l+e+z+r,z[j!p#p$p]j-z.z/z:zMd,e^j_jNd;z,r=z?z*lOd-r@z`j+l-e[z.r]z{j%p'p(p|j^z_z`z{zPd.e}j~jQd|z/r}z~zMe-g.gThakbkckNeUhVhdkek; h ,l= limi? -l.l/l:lb i ;l@ [ c =l?l@lYbZb/e:e;e=e?efk@egk)p*phkaAbAcA[eikjkdAeAfAoh3l!b:rph.o/oqh;r=r?r@rkb#b[rrhshlb]r^r_rkk[l]egA`rlk+p,p-pmkhAiAjAkARd^elAnkokSdmA{rnAoAWhOe/g:gXhpkqkrkPeYhZhsktk;gni0b.p:o=g/p:p?g;p=p?p@p] 1b[p@g[g^ ]p^p_p`p{p|p}p~paqbqcqdqeqfqQe]g^gukvkwk0h1hxkykzk_epAAkgqhqBkqArAsA`eCkDktAuAvAwAxAyAzAAABACADAEA$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFAFkiqjqGkGAHAIAJA3dcfHkIk4dKALAMAVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkkqlqVkNAOAPAefWkXkQARAth4l/b|rPpuh;o=o?ovh}r~rasbsmb:bcswhxhnbdsesfsSA3h]lXeTA@ogs4hmqnqoq5hUAVAWAXA)dYe6h7h*dYAhsZA0AZe}g~g8hYkZk0k0e9h!h1k2k} j ^l~ oipiab_l`l{l|ld k }lbbcbe ~lambm4b5bffgfhfifjf3kkf4kpqqq5k1A2A3Alf6k7k4A5A6Ayh5l;biszh[o]oAhjskslsmsob=bnsBhChpbospsqs8kcmmf7Ars9krqsqtq!k8A9A!A#A+dnf$A#k$k,d%Ass'A(A#h1eahbh$h%k'k(k2e%h'h)k*kchqi6buq^odhvqwqehxqyqzqAqdb7bBqfhghebCqDqEqFqGqHqIqJqKqLqMqNqOqPq3ehhih+k,k-k(h)h.k/k:kof)A;kQqRq=k*A+A,Apf?k@k-A.A/A:A;A=A?A@A[A]A^A_A?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf`A]kSqTq^k{A|A}A~A^dwf_k`k_daBbBcB8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlUqVqildBeBfByfjlklgBhBDh6l~btsQpEh_o`o{oFhusvswsxsqbacysGhHhrbzsAsBsiBDLjBELkBP Q S T gehelldmzflBCsmBmlWqXqYqnlnBoBpBqBieAfolpljekerBlemesBtBDsuBvB+hem!ewB|oEs,hZq0q1q-hxByBzBABne#e.h/hoeBBFsCBDBqlfmBfEBGsFBrl2q3q4qslGBHBIBJBpeCftlulqeKBHsLBMBvlgmDfNBIsOBwl5q6q7qxlPBQBRBSBreEfylzlseTBJsUBVBAlhmFfWBKsXBBl8q9q!qClYBZB0B1BteGfDlElue2BLs3B4BFlimHf5BMs6BGl#q$q%qHl7B8B9B!BveIfIlJlwe#BNs$B%BKljmJf'BOs(BLl'q(q)qMl)B*B+B,BxeKfNlOlyeze-BPs.B/BPlkmLf:BQs;BQl*q+q,qRl=B?B@B[BAeMfSlTlBeCe]BRs^B_Btgup`Bvp{Bugwp|Bxp}B~BaCbCcCyJdCeCfCgChCiCjCkClCmCnCoCpCqCrCsCtCuCvCwCxCyCzCACBCCCDCECFCGCHCICJCypKCzpLCRpMCNCOCPCQCRCvgwgxgygSCTCUCVCWCXCYCZC0C1C2C3C4C5C6CzgAg`HBgCgDgAp7C{HEgFgGgHgBp8CJIsbCp9CDp!C#C$CzJ%C'Ctb(C)C*CEp+CFp,C-C.C3GlI/CmI:CnI;CSK=CdL?CoI@CAJ[CTK]CUJ^CUK_CVK`CWK{CXK|CVJ}CYK~CZKaD0KbD1KcD2KdD3KeD4KfD5KgD6KhD7KiD8KjD9KkD!KlD#KmDcInD$KoDWJpD%KqD'KrDIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQfsDtDuD)g*g+gKIvDLIwDMIxDNIyDOIzDBJAD6JBD7JCD8JDD9JED!JFD#JGD*sHD$JIDJDKDCJLDDJMDFLNDGLODHLPDILQDJLRDKLSDEJTD4HUDFJVD%JWD'JXD(JYDGJZDLL0DML1DNL2DOL3DgH4DhH5DiH6DjH7DkH8DlH9D)J!DmH#DnH$DoH%DpH'DqH(DPI)DQI*DaF+DRI,DSI-D|H.DTI/DbF:DUI;DcF=DVI?DWI@D[D]DXI^D_DYI`D*J{DTH|DdI}D~DaEbEcEdEHJeEfEgEhEiEjEkElEmEnEoEIJpEqErEsEtEuEJJrisitiIhuiviwiJhKhxiyiziAiBiLhCiDiEi5HMhFiGiNhHiIi6HJiKiLi7HMiOhNiPhOi,HPi-HQhvEwExE.HyEzEKJAELJMJBECEDEEEFEGEHENJIEOJJEKELEMENEOEPEQERESETEUEVEWEPJXEYEZE0E

1016 except IndexError: 2 ctx2xLyL

1017 raise ValueError(f"device_id must be within [0, {len(devices)}), got {device_id}") from None 2 ctx2xLyL

1018  

1019 def _check_context_initialized(self) -> None: (empty)

1020 if not self._has_inited: 975 ctx2UH6I7I,J-J.J/J:J8IknlnRmSmeITmmn9I!IUmnnmo{m#IVmno;J$IWmoo%IonpnqnpoXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m=J?J@J[J]JSsTsUsVsqo'I^J_JrosotouovoWsXsYsZs0s1s2s3sUfVfWfXfYfZf0f1f2f3f4f5f4sVH4GWHXH`J{JYJ}q(I)I*I~q+I}oNmOm|mwoxo~oapbpcpdpepfpgpYH|JyozoAoBoCoDo%sAMBMCMiNjNkN%n'n(n)n*n+n,n-n8o9o!orMsMtMQJRJSJWLlm}J,I-I~JaKEoFoGobKcKdKeKfKZJ0J1J2JXLgK.I/IhKiKHoIoJojKkKlKmKnKCNoK:I;IpKqKKoLoMorKsKtKuKvKYLmmOHPHNoZL0LZH0H:mrnOo1Hsntnunvn}mwn;m:K:h;h;K=hQH/nRH:n?h@h;nFM[hGM]h^h=K_h5G`h?K{h=n?n@n6G@K|h[K}h]K~h^Kaibicidieifigihiii[n]n^n_n`n{n|n}n~naoDNbocoENdoFNeofoGNgoHNhoiojokolNmNnNoNpNqNrNwKxKsNtNuNvNwNxNyN$HINJNKNLNMNNNONPNQNRNSNTNUNVN9fWN[mXN1L2L3L4L5L6L7L8LHMYNZN0N1N2N3N4N5N6N7N8N9N!N#N$N%N'N(N)N*N+N,N-N.N/N:N;N=N?N@N[N]N^N_N`N{N|N}N~NaObOcOdOeOfOgOyKzKAKBKCKDK]m^m3JEK|IMnjb_m4Jhn}IFKGKHKIKJKKKGnLKMKNKOKPKQKRKHnhOiOjOkOlOmOnOoOpOqOrOsOtOSHloinR Pm_Hzn`mNnjnOnPnQnAnBnjikiuOvOIMwOJMxOyOKMLMzOAOBOMMCONMOMPMQMRMSMTMUMVMDOWMXMYMZMEO0M1MFOGOHOIO2MJO3MKOLO4M5MMONOOO6MPO7M8M9M!M#M$M%M'M(MQO)M*M+M,MRO-M.MSOTOUOVO/MWO:MXOYO;M=MZO0O1O?M2O@M[M]M^M_M`M{M|M}M3O~MaNbNcN4OdNeN5O6ORnCnSnLmTnUnVnWnXnYn.n=m?mMmuMDMDn7OKmf TbEMEntJuJ,g%l'l#L(l9p*r)l+r!p#p$p,r*l-r+l.r%p'p(p/r-g.g; h ,l= limi? -l.l/l:lb i ;l@ [ c =l?l@lYbZb)p*poh3l!b:rph.o/oqh;r=r?r@rkb#b[rrhshlb]r^r_r[l`r+p,p-p{r/g:g;gni0b.p:o=g/p:p?g;p=p?p@p] 1b[p@g[g^ ]p^p_p`p{p|p}p~paqbqcqdqeqfq]g^ggqhq_ ` 2b3biqjq_g`g{g|g{ | kqlqth4l/b|rPpuh;o=o?ovh}r~rasbsmb:bcswhxhnbdsesfs]l@omqnqoqhs}g~g} j ^l~ oipiab_l`l{l|ld k }lbbcbe ~lambm4b5bpqqqyh5l;biszh[o]oAhjskslsmsob=bnsBhChpbospsqscmrsrqsqtqssahbhchqi6buq^odhvqwqehxqyqzqAqdb7bBqfhghebCqDqEqFqGqHqIqJqKqLqMqNqOqPqhhihQqRqfbgb8b9bSqTqjhkhlhmhhbibUqVqDh6l~btsQpEh_o`o{oFhusvswsxsqbacysGhHhrbzsAsBsP Q S T dmCsWqXqYqDsem|oZq0q1qFsfmGs2q3q4qHsgmIs5q6q7qJshmKs8q9q!qLsimMs#q$q%qNsjmOs'q(q)qPskmQs*q+q,qRsSKAJTKUJUKVKWKXKVJYKZK0K1K2K3K4K5K6K7K8K9K!K#K$KWJ%K'KKILIMINIOIBJ6J7J8J9J!J#J*s$JJDCJDJEJ4HFJ%J'J(JGJ)JPIQIaFRISI|HTIbFUIcFVIWIXIYI*JTHwM

1021 raise CUDAError( 

1022 f"Device {self._device_id} is not yet initialized, perhaps you forgot to call .set_current() first?" 

1023 ) 

1024  

1025  

1026 @classmethod (empty)

1027 def get_all_devices(cls) -> tuple[Device, ...]: 

1028 """ 

1029 Query the available device instances. 

1030  

1031 Returns 

1032 ------- 

1033 tuple of Device 

1034 A tuple containing instances of available devices. 

1035 """ 

1036 return cls._get_all_devices_from_cuda_driver() 65 ctx2orRfqrrrsrdFULVL8FeFeLZIjikiWrXrYrZr0r1r2r0I1I3r4r5r6r7r8r9r!r#r$r%r'r(r)rtIuIvIwIxIyIzIAIBICIDIEIFIGIHIII@ogs|oEs3G2I3I4I5IxMyMzM

1037  

1038 @classmethod (empty)

1039 def _get_all_devices_from_cuda_driver(cls): 

1040 Device_ensure_cuda_initialized() 65 ctx2orRfqrrrsrdFULVL8FeFeLZIjikiWrXrYrZr0r1r2r0I1I3r4r5r6r7r8r9r!r#r$r%r'r(r)rtIuIvIwIxIyIzIAIBICIDIEIFIGIHIII@ogs|oEs3G2I3I4I5IxMyMzM

1041 return tuple(Device_ensure_tls_devices(cls)) 65 ctx2orRfqrrrsrdFULVL8FeFeLZIjikiWrXrYrZr0r1r2r0I1I3r4r5r6r7r8r9r!r#r$r%r'r(r)rtIuIvIwIxIyIzIAIBICIDIEIFIGIHIII@ogs|oEs3G2I3I4I5IxMyMzM

1042  

1043 def to_system_device(self) -> 'cuda.core.system.Device': (empty)

1044 """ 

1045 Get the corresponding :class:`cuda.core.system.Device` (which is used 

1046 for NVIDIA Management Library (NVML) access) for this 

1047 :class:`cuda.core.Device` (which is used for CUDA access). 

1048  

1049 The devices are mapped to one another by their UUID. 

1050  

1051 Returns 

1052 ------- 

1053 cuda.core.system.Device 

1054 The corresponding system-level device instance used for NVML access. 

1055 """ 

1056 from cuda.core.system._system import CUDA_BINDINGS_NVML_IS_COMPATIBLE 5 ctx2dFULVLeF7F

1057  

1058 if not CUDA_BINDINGS_NVML_IS_COMPATIBLE: 5 ctx2dFULVLeF7F

1059 raise RuntimeError( 

1060 "cuda.core.system.Device requires cuda-bindings 12.9.6+ for CUDA 12.x, or cuda-bindings 13.2.0+ for CUDA 13.x" 

1061 ) 

1062  

1063 from cuda.core.system import Device as SystemDevice 5 ctx2dFULVLeF7F

1064 return SystemDevice(uuid=self.uuid) 5 ctx2dFULVLeF7F

1065  

1066 @property (empty)

1067 def device_id(self) -> int: 

1068 """Return device ordinal.""" 

1069 return self._device_id 432 ctx2@s[s/f!f:f#f;f$f=f%f?f'f@f(f5s6s}oNmOmSpTp|m7s8s9s~oapbp!scpdpepfp#s$sgpAMBMCMiNjNkN%n'n(n)n*n+n,n-n8o9o!orMsMtMQJRJSJ(KaPOHPHFn:h;h=hQHRH?h@h/H[h]h^h_h5G`h{h/E6G|h}h~haibicidieifigihiii:H;H=H=ElNmN_KRL,E?HfIbPnNoNpNqNrNSLsNtNprU $L%HV 'H4pW lr@HX mrGpY (HZ 0 zN9f1 Qm2 3 4 `K5 6 {K7 8 |K9 ! }K# $ [H% ' ~K( 5p) Up9L* Vp6p+ Wp7p, nrpF- )H*H]H. ^H/ 8p: 5F6F)K*K+K,K)s]m^meL2H{I3HSHloinTLjikigNSfTfALLmANhNBNBLCLaL6f2n=m?m3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)j:jLnuMDM7fEMtJuJNcLegn'sOc5J6o7obLcL,g%l'l1E2E3E4E5E6E7E8E9E!E#E$E%E'E(E)E*E+EtIuIvIwIxIyIzIAIBICIDIEIFIGIHIIIiI!LjIkI(l)l*l+l; h ,l= limi? -l.l/l:lb i ;l@ [ c =l?l@l3l[lni4l]l} j ^l~ oipiab_l`l{l|ld k }lbbcbe ~lambm5lcmqi6lDLELP Q dmemfmgmhmimjmkmcI*sJDgHhHiHjHkHlHmHnHoHpHqHaFbFcFdIcPdPePfPgPhPiPjPkPlPmPnPoPpPqPrPsPtPuPvPwPxPyPzPrisitiIhuiviwiJhKhxiyiziAiBiLhCiDiEi5HMhFiGiNhHiIi6HJiKiLi7HMiOhNiPhOiPiQh.HAPwM

1070  

1071 @property (empty)

1072 def pci_bus_id(self) -> str: 

1073 """Return a PCI Bus Id string for this device.""" 

1074 bus_id = handle_return(runtime.cudaDeviceGetPCIBusId(13, self._device_id)) 3 ctx28F{I7F

1075 return bus_id[:12].decode() 3 ctx28F{I7F

1076  

1077 def can_access_peer(self, peer: Device | int) -> bool: (empty)

1078 """Check if this device can access memory from the specified peer device. 

1079  

1080 Queries whether peer-to-peer memory access is supported between this 

1081 device and the specified peer device. 

1082  

1083 Parameters 

1084 ---------- 

1085 peer : Device | int 

1086 The peer device to check accessibility to. Can be a :obj:`~_device.Device` object or device ID. 

1087 """ 

1088 peer = Device(peer) 

1089 cdef int d1 = <int> self.device_id 

1090 cdef int d2 = <int> peer.device_id 

1091 if d1 == d2: 

1092 return True 

1093 cdef int value = 0 

1094 with nogil: 

1095 HANDLE_RETURN(cydriver.cuDeviceCanAccessPeer(&value, d1, d2)) 

1096 return bool(value) 

1097  

1098 @property (empty)

1099 def uuid(self) -> str: 

1100 """Return a UUID for the device. 

1101  

1102 Returns 16-octets identifying the device. If the device is in 

1103 MIG mode, returns its MIG UUID which uniquely identifies the 

1104 subscribed MIG compute instance. 

1105  

1106 Note 

1107 ---- 

1108 MIG UUID is only returned when device is in MIG mode and the 

1109 driver is older than CUDA 11.4. 

1110  

1111 The UUID is cached after first access to avoid repeated CUDA API calls. 

1112  

1113 """ 

1114 cdef cydriver.CUuuid uuid 

1115 cdef cydriver.CUdevice dev 

1116 cdef bytes uuid_b 

1117 cdef str uuid_hex 

1118  

1119 if self._uuid is None: 150 ctx2,E?HfIU l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbdFULVL8FeFpIaIqIrI7F3H$jRh$l%j'j(jSh)j*jqg+j,j-j.jrg/j:jf @mfnUbVbWbXb)L*L+L,L-L.L/L:L;L=L?L@L[L]L^L_L`L{L|L}L~LaMbMcMdMP Q S T eMfM%L'L

1120 dev = self._device_id 148 ctx2,E?HfIU l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbdF8FeFpIaIqIrI7F3H$jRh$l%j'j(jSh)j*jqg+j,j-j.jrg/j:jf @mfnUbVbWbXb)L*L+L,L-L.L/L:L;L=L?L@L[L]L^L_L`L{L|L}L~LaMbMcMdMP Q S T eMfM%L'L

1121 with nogil: 148 ctx2,E?HfIU l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbdF8FeFpIaIqIrI7F3H$jRh$l%j'j(jSh)j*jqg+j,j-j.jrg/j:jf @mfnUbVbWbXb)L*L+L,L-L.L/L:L;L=L?L@L[L]L^L_L`L{L|L}L~LaMbMcMdMP Q S T eMfM%L'L

1122 IF CUDA_CORE_BUILD_MAJOR == 12: 

1123 HANDLE_RETURN(cydriver.cuDeviceGetUuid_v2(&uuid, dev)) 

1124 ELSE: # 13.0+ 

1125 HANDLE_RETURN(cydriver.cuDeviceGetUuid(&uuid, dev)) 148 ctx2,E?HfIU l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbdF8FeFpIaIqIrI7F3H$jRh$l%j'j(jSh)j*jqg+j,j-j.jrg/j:jf @mfnUbVbWbXb)L*L+L,L-L.L/L:L;L=L?L@L[L]L^L_L`L{L|L}L~LaMbMcMdMP Q S T eMfM%L'L

1126 uuid_b = cpython.PyBytes_FromStringAndSize(uuid.bytes, sizeof(uuid.bytes)) 148 ctx2,E?HfIU l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbdF8FeFpIaIqIrI7F3H$jRh$l%j'j(jSh)j*jqg+j,j-j.jrg/j:jf @mfnUbVbWbXb)L*L+L,L-L.L/L:L;L=L?L@L[L]L^L_L`L{L|L}L~LaMbMcMdMP Q S T eMfM%L'L

1127 uuid_hex = uuid_b.hex() 148 ctx2,E?HfIU l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbdF8FeFpIaIqIrI7F3H$jRh$l%j'j(jSh)j*jqg+j,j-j.jrg/j:jf @mfnUbVbWbXb)L*L+L,L-L.L/L:L;L=L?L@L[L]L^L_L`L{L|L}L~LaMbMcMdMP Q S T eMfM%L'L

1128 # 8-4-4-4-12 

1129 self._uuid = f"{uuid_hex[:8]}-{uuid_hex[8:12]}-{uuid_hex[12:16]}-{uuid_hex[16:20]}-{uuid_hex[20:]}" 148 ctx2,E?HfIU l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbdF8FeFpIaIqIrI7F3H$jRh$l%j'j(jSh)j*jqg+j,j-j.jrg/j:jf @mfnUbVbWbXb)L*L+L,L-L.L/L:L;L=L?L@L[L]L^L_L`L{L|L}L~LaMbMcMdMP Q S T eMfM%L'L

1130 return self._uuid 150 ctx2,E?HfIU l V m W n X o Y p Z q 0 r 1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbdFULVL8FeFpIaIqIrI7F3H$jRh$l%j'j(jSh)j*jqg+j,j-j.jrg/j:jf @mfnUbVbWbXb)L*L+L,L-L.L/L:L;L=L?L@L[L]L^L_L`L{L|L}L~LaMbMcMdMP Q S T eMfM%L'L

1131  

1132 @property (empty)

1133 def name(self) -> str: 

1134 """Return the device name.""" 

1135 # Use 256 characters to be consistent with CUDA Runtime 

1136 cdef int LENGTH = 256 72 ctx2UHVH4GWHXHgMhMiMjMkMlMmMYHnMoMpMWLlmXLYLmmZL0LZH0H1H,Epr$L%H'H4plr@HmrGp(H9f[m1L2L3L4L5L6L7L8LQmxn[H;s5pUp9LVp6pWp7pnrpFyn)H*H]H=s^H(s8p?s7G2HqM

1137 cdef bytes name = bytes(LENGTH) 72 ctx2UHVH4GWHXHgMhMiMjMkMlMmMYHnMoMpMWLlmXLYLmmZL0LZH0H1H,Epr$L%H'H4plr@HmrGp(H9f[m1L2L3L4L5L6L7L8LQmxn[H;s5pUp9LVp6pWp7pnrpFyn)H*H]H=s^H(s8p?s7G2HqM

1138 cdef char* name_ptr = name 72 ctx2UHVH4GWHXHgMhMiMjMkMlMmMYHnMoMpMWLlmXLYLmmZL0LZH0H1H,Epr$L%H'H4plr@HmrGp(H9f[m1L2L3L4L5L6L7L8LQmxn[H;s5pUp9LVp6pWp7pnrpFyn)H*H]H=s^H(s8p?s7G2HqM

1139 cdef cydriver.CUdevice this_dev = self._device_id 72 ctx2UHVH4GWHXHgMhMiMjMkMlMmMYHnMoMpMWLlmXLYLmmZL0LZH0H1H,Epr$L%H'H4plr@HmrGp(H9f[m1L2L3L4L5L6L7L8LQmxn[H;s5pUp9LVp6pWp7pnrpFyn)H*H]H=s^H(s8p?s7G2HqM

1140 with nogil: 72 ctx2UHVH4GWHXHgMhMiMjMkMlMmMYHnMoMpMWLlmXLYLmmZL0LZH0H1H,Epr$L%H'H4plr@HmrGp(H9f[m1L2L3L4L5L6L7L8LQmxn[H;s5pUp9LVp6pWp7pnrpFyn)H*H]H=s^H(s8p?s7G2HqM

1141 HANDLE_RETURN(cydriver.cuDeviceGetName(name_ptr, LENGTH, this_dev)) 72 ctx2UHVH4GWHXHgMhMiMjMkMlMmMYHnMoMpMWLlmXLYLmmZL0LZH0H1H,Epr$L%H'H4plr@HmrGp(H9f[m1L2L3L4L5L6L7L8LQmxn[H;s5pUp9LVp6pWp7pnrpFyn)H*H]H=s^H(s8p?s7G2HqM

1142 name = name.split(b"\0")[0] 72 ctx2UHVH4GWHXHgMhMiMjMkMlMmMYHnMoMpMWLlmXLYLmmZL0LZH0H1H,Epr$L%H'H4plr@HmrGp(H9f[m1L2L3L4L5L6L7L8LQmxn[H;s5pUp9LVp6pWp7pnrpFyn)H*H]H=s^H(s8p?s7G2HqM

1143 return name.decode() 72 ctx2UHVH4GWHXHgMhMiMjMkMlMmMYHnMoMpMWLlmXLYLmmZL0LZH0H1H,Epr$L%H'H4plr@HmrGp(H9f[m1L2L3L4L5L6L7L8LQmxn[H;s5pUp9LVp6pWp7pnrpFyn)H*H]H=s^H(s8p?s7G2HqM

1144  

1145 @property (empty)

1146 def properties(self) -> DeviceProperties: 

1147 """Return a :obj:`~_device.DeviceProperties` class with information about the device.""" 

1148 if self._properties is None: 1497 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)sTJ:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR Pm~IcJ_H8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`cvJ{cwJ|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdxJtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAg`HBgCgDgAp{HEgFgGgHgBpJIsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

1149 self._properties = DeviceProperties._init(self._device_id) 1255 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKjLjMjNjOjPjQjRjSjTjUjVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W n X o Y p Z q 0 r 3j1 s ubvbwbxbybzbAbBbCbDbEb2 t 3 u 4 5 6 7 8 9 ! # $ % ' ( v w x y z A B C D E F G ) H * I + J , K - L FbGb. M / N : O HbIbJbKbLbMbmgnm7lanompmqm9lrmsmtmumvmwmxmymzm!lAmBmCmDmEm#lFmGmHmImJm8ljbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

1150  

1151 return self._properties 1497 ctx2a ~EnhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/m@s[s9F!F#F$F%FQiRiSiTiUiVi'FSsTsUsVsqo+s,srosotouovoWsXsYsZs0s1s2s3s-s(F)F*F+F,F-F.q/q/f!f$eWiUfVfXiDeYiZi0i1i2i:f#f%e3iWfXf4iEe5i6i7i8i9i!i#i$i%i'i(i)i*i+i,i-i.i;f$f'e/iYfZf:iFe;i=i?i@i[i=f%f(e]i0f1f^iGe_i`i{i|i}i?f'f)e~i2f3fajHebjcjdjejfj@f(f*egj4f5fhjIeijjjkjljmjnjojpjqjrjsjtjujvjwjxjyjzjAjBjCjDjEj.s.F/F:q/s4s:s;q=q?q@q[q]q5s^q_q`q{q|q6s}q~q}oNmOmSpTp|mwoxo7s8s9s~oapbp!scpdpepfp#s$sgparyozoAoBoCoDo%sFjGjHjIjJjKj%nLj'nMj(nNj)nOj*nPj+nQj,nRj-nSj8oTj9oUj!oVjWjXjYjZj0j1j2jlmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;mFnZn~m-E.E/E:E;E=E[f]f^f_f`f{f|f}fhp~f+fRfag,fbg-fcgdgegfggghgigjgkglgU l V m W lrn X mro Y p Z q 0 r 3j9f1 [ms ubvbwbxbybzbAbBbCbDbEb2 xnt 3 u 4 5 6 7 8 9 ! # $ % ' ( v JHw KHx y z LHA MHB C D ;sE NHF G ) UpH * VpI + WpJ , nrK - ynL FbGb. =sM / (sN : ?sO HbIbJbKbLbMbmg)sTJ:F;F=FnmrF7lsFanomtFpm8HuF?F@Fqm[FfFgF]F^FvF_F`FwF{FhF|F}F~FaGxFiFyFjF9lzFAFbGBFCFkFcGlFdGeG9HrmsmfGgGtmhGumvmwmxmiGymzmjGDFkG!lEFlGmGFFnGoGAmGFHFBmCmpGqGrGIFJFsGKFtGuGLFvGwGxGyGMFNFDmzGAGBGOFPFCGDGQFEGRFEmSFTF#lFmFGGmGG!HHmImHGIGJGKGJmLGMG8lNGmFOGPGQGUFVF#HWFXFRGSGYFTGUGnFVGWGXGoFYGZGjbGnHng JeKe}H~HR Pm~IcJ_H8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcngogpg4jSfTf5jLm6j7j8j9j!j#j.f6f0n1nPo2nInQoRo.n=m?mMm3n$jJnRh4n$l5n%j6n'j7n(jKnSh8n)jSo?E9n@ETo[EUo]EVo^EWo_E!n`EXo{EYo*jbnqgZo+j0o,j1o-j2o.jcnrg3o/j:j4o5oLn#ndnkr;j7fMcenXJKmf Tb|E@mfn}E=jNcLe)f*fgn$n'sOc8fipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'lZF9c0F!c1F#c2F$c3F%c4F'c1E(c2E)c3E*c4E+c5E,c6E-c7E.c8E/c9E:c!E;c#E=c$E?c%E@c'E[c(E]c)E^c*E_c+E`cvJ{cwJ|c0G}crH~csHadtHbduHcdvHddwHed1GfdxHgdyHhdzHidAHjdBHkdCHld2GmdDHndEHodFHpdGHqdHHrdIHsdxJtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdUbVbWb?jXbLd@j+e[j]jMd,e^j_jNdOd`j-e{j|jPd.e}j~jQdMe-g.gThakbkckNeUhVhdkek; h = ? b i @ [ c YbZb/e:e;e=e?efk@egkhk[eikjkoh!bphqhkb#brhshlbkk]elkmkRd^enkokSdWhOe/g:gXhpkqkrkPeYhZhsktk;g0b=g?g] 1b@g[g^ Qe]g^gukvkwk0h1hxkykzk_eAkBk`eCkDk$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafEkbfFkGk3dcfHkIk4dVe_g`gJkKkLkMkNkWe{g|gOkPkQk2hRkSk*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dTkdfUkVkefWkXkth/buhvhmb:bwhxhnb3hXe4h5h)dYe6h7h*dZe}g~g8hYkZk0k0e9h!h1k2k} j ~ abd k bbcbe 4b5bffgfhfifjf3kkf4k5klf6k7kyh;bzhAhob=bBhChpb8kmf9k!k+dnf#k$k,d#h1eahbh$h%k'k(k2e%h'h)k*kch6bdhehdb7bfhgheb3ehhih+k,k-k(h)h.k/k:kof;k=kpf?k@k?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfuf[kvf]k^k^dwf_k`k_d8ejhkh{k|k}k~kal9elhmhblcldl*helfl_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeglxfhlilyfjlklDh~bEhFhqbacGhHhrbP Q S T gehellzfmlnlieAfolpljekeleme+h!e,h-hne#e.h/hoeqlBfrlslpeCftlulqevlDfwlxlreEfylzlseAlFfBlClteGfDlElueFlHfGlHlveIfIlJlweKlJfLlMlxeKfNlOlyezePlLfQlRlAeMfSlTlBeCetgupvpugwpxpypzpvgwgxgygzgAg`HBgCgDgAp{HEgFgGgHgBpJIsbCpDptbEpFp3GIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g1g2g3g4g5g6g7g8g9g!g#g$g%g'g(gNfOfPfQf)g*g+g

1152  

1153 @property (empty)

1154 def resources(self) -> DeviceResources: 

1155 """Return the hardware resource query namespace for this device.""" 

1156 if self._resources is None: 41 ctx2trUlurVlg JeKeWlXlYlZl0l1lvrwrxryrzrArBrCrDrErFrGrHrIrJrKrLrMrNrOrPrQrRrSrTrUr2lVr

1157 self._resources = DeviceResources._init(self._device_id) 41 ctx2trUlurVlg JeKeWlXlYlZl0l1lvrwrxryrzrArBrCrDrErFrGrHrIrJrKrLrMrNrOrPrQrRrSrTrUr2lVr

1158 return self._resources 41 ctx2trUlurVlg JeKeWlXlYlZl0l1lvrwrxryrzrArBrCrDrErFrGrHrIrJrKrLrMrNrOrPrQrRrSrTrUr2lVr

1159  

1160 @property (empty)

1161 def compute_capability(self) -> ComputeCapability: 

1162 """Return a named tuple with 2 fields: major and minor.""" 

1163 cdef DeviceProperties prop = self.properties 614 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/mqo+s,srosotouovo-s.q/q$eDe%eEe'eFe(eGe)eHe*eIe.s:q/s:s;q=q?q@q[q]q^q_q`q{q|qNmOmSpTp|mwoxoaryozoAoBoCoDo%n'n(n)n*n+n,n-n8o9o!olmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;m9f[mmg)sjbGnHng JeKe}H~HR Pm~IcJ_H8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`cvJ{cwJ|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdxJtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLd+eMd,eNdOd-ePd.eQdMeNeh b i c YbZb/e:e;e=e?e@e[e!bkb#blb]eRd^eSdOePe0b] 1b^ Qe_e`e$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafbf3dcf4dVeWe*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(ddfef/bmb:bnbXe)dYe*dZe0ej d k e 4b5bffgfhfifjfkflf;bob=bpbmf+dnf,d1e2e6bdb7beb3eofpf?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfufvf^dwf_d8e9e_b`d{d`bhbib{b|d}d~daebece|b}bdeeefexfyf~bqbacrbgehezfieAfjekeleme!ene#eoeBfpeCfqeDfreEfseFfteGfueHfveIfweJfxeKfyezeLfAeMfBeCetgupvpugwpxpypzpvgwgxgygzgAg`HBgCgDgAp{HEgFgGgHgBpJIsbCpDptbEpFpNfOfPfQf

1164 cached = prop._cache.get("compute_capability") 614 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/mqo+s,srosotouovo-s.q/q$eDe%eEe'eFe(eGe)eHe*eIe.s:q/s:s;q=q?q@q[q]q^q_q`q{q|qNmOmSpTp|mwoxoaryozoAoBoCoDo%n'n(n)n*n+n,n-n8o9o!olmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;m9f[mmg)sjbGnHng JeKe}H~HR Pm~IcJ_H8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`cvJ{cwJ|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdxJtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLd+eMd,eNdOd-ePd.eQdMeNeh b i c YbZb/e:e;e=e?e@e[e!bkb#blb]eRd^eSdOePe0b] 1b^ Qe_e`e$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafbf3dcf4dVeWe*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(ddfef/bmb:bnbXe)dYe*dZe0ej d k e 4b5bffgfhfifjfkflf;bob=bpbmf+dnf,d1e2e6bdb7beb3eofpf?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfufvf^dwf_d8e9e_b`d{d`bhbib{b|d}d~daebece|b}bdeeefexfyf~bqbacrbgehezfieAfjekeleme!ene#eoeBfpeCfqeDfreEfseFfteGfueHfveIfweJfxeKfyezeLfAeMfBeCetgupvpugwpxpypzpvgwgxgygzgAg`HBgCgDgAp{HEgFgGgHgBpJIsbCpDptbEpFpNfOfPfQf

1165 if cached is not None: 614 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/mqo+s,srosotouovo-s.q/q$eDe%eEe'eFe(eGe)eHe*eIe.s:q/s:s;q=q?q@q[q]q^q_q`q{q|qNmOmSpTp|mwoxoaryozoAoBoCoDo%n'n(n)n*n+n,n-n8o9o!olmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;m9f[mmg)sjbGnHng JeKe}H~HR Pm~IcJ_H8G9G!G#Gbc$Gcc%G'G(GNbObdc)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`cvJ{cwJ|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdxJtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLd+eMd,eNdOd-ePd.eQdMeNeh b i c YbZb/e:e;e=e?e@e[e!bkb#blb]eRd^eSdOePe0b] 1b^ Qe_e`e$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafbf3dcf4dVeWe*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(ddfef/bmb:bnbXe)dYe*dZe0ej d k e 4b5bffgfhfifjfkflf;bob=bpbmf+dnf,d1e2e6bdb7beb3eofpf?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfufvf^dwf_d8e9e_b`d{d`bhbib{b|d}d~daebece|b}bdeeefexfyf~bqbacrbgehezfieAfjekeleme!ene#eoeBfpeCfqeDfreEfseFfteGfueHfveIfweJfxeKfyezeLfAeMfBeCetgupvpugwpxpypzpvgwgxgygzgAg`HBgCgDgAp{HEgFgGgHgBpJIsbCpDptbEpFpNfOfPfQf

1166 return cached 371 ctx2a {m%n'n(n)n*n+n,n-n8o9o!o}mmgGnHng JeKePm~IcJ_H8G9G!G#G$G%G'G(GNbOb)G*G+G,G-G.GPbQb/G:G;G=G?G@G[G]G^G_G`G{GRb|G}G~GSbaHbHcHdHeHfHfJecsIfcgchcgJicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`cvJ{cwJ|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdxJtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdb c kblbRdSd] ^ $bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe3d4d*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dmbnbXe)dYe*dd e obpb+d,ddbeb?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e^d_d_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeqbrbgeheiejekeleme!ene#eoepeqereseteuevewexeyezeAeBeCetgupvpugwpxpypzpvgwgxgygzgAg`HBgCgDgAp{HEgFgGgHgBpJIsbCpDptbEpFp

1167 cc = ComputeCapability(prop.compute_capability_major, prop.compute_capability_minor) 566 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/mqo+s,srosotouovo-s.q/q$eDe%eEe'eFe(eGe)eHe*eIe.s:q/s:s;q=q?q@q[q]q^q_q`q{q|qNmOmSpTp|mwoxoaryozoAoBoCoDo%n'n(n)n*n+n,n-n8o9o!olmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;m9f[mmg)sjbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLd+eMd,eNdOd-ePd.eQdMeNeh b i c YbZb/e:e;e=e?e@e[e!bkb#blb]eRd^eSdOePe0b] 1b^ Qe_e`e$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafbf3dcf4dVeWe*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(ddfef/bmb:bnbXe)dYe*dZe0ej d k e 4b5bffgfhfifjfkflf;bob=bpbmf+dnf,d1e2e6bdb7beb3eofpf?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfufvf^dwf_d8e9e_b`d{d`bhbib{b|d}d~daebece|b}bdeeefexfyf~bqbacrbgehezfieAfjekeleme!ene#eoeBfpeCfqeDfreEfseFfteGfueHfveIfweJfxeKfyezeLfAeMfBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpNfOfPfQf

1168 return prop._cache.setdefault("compute_capability", cc) 566 ctx2a nhknlnRmSmTmmnUmnnmo{mVmnoWmooonpnqnpo-qXmYmZm0m1m2m3m4m5m6m7m8m9m!m#m$m%m'm(m)m*m+m,m-m.m/mqo+s,srosotouovo-s.q/q$eDe%eEe'eFe(eGe)eHe*eIe.s:q/s:s;q=q?q@q[q]q^q_q`q{q|qNmOmSpTp|mwoxoaryozoAoBoCoDo%n'n(n)n*n+n,n-n8o9o!olmEoFoGobrcrdrerfrgrhrHoIoJoirKoLoMommjrNo:mrnOosntnunvn}mwn;m9f[mmg)sjbGnHng JeKe}H~HR bcccNbObdcPbQbRbSbecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLd+eMd,eNdOd-ePd.eQdMeNeh b i c YbZb/e:e;e=e?e@e[e!bkb#blb]eRd^eSdOePe0b] 1b^ Qe_e`e$bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2dRe2b3bSe{e|e}eTeUe~eafbf3dcf4dVeWe*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(ddfef/bmb:bnbXe)dYe*dZe0ej d k e 4b5bffgfhfifjfkflf;bob=bpbmf+dnf,d1e2e6bdb7beb3eofpf?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d4e8b9b5eqfrfsf6e7etfufvf^dwf_d8e9e_b`d{d`bhbib{b|d}d~daebece|b}bdeeefexfyf~bqbacrbgehezfieAfjekeleme!ene#eoeBfpeCfqeDfreEfseFfteGfueHfveIfweJfxeKfyezeLfAeMfBeCetgupvpugwpxpypzpvgwgxgygzgAgBgCgDgApEgFgGgHgBpsbCpDptbEpFpNfOfPfQf

1169  

1170 @property (empty)

1171 def arch(self) -> str: 

1172 """Return compute capability as a string (e.g., '75' for CC 7.5).""" 

1173 return f"{self.compute_capability.major}{self.compute_capability.minor}" 313 ctx2a %n'n(n)n*n+n,n-n8o9o!omgHng JeKe_HecsIfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcIcJcKcLcipPcQc6oRc7oScTcUc,gVcsgjpkplpmpnpopppqprpsptpWcXcYcZc0c1c2c3c4c5c6c7c8c%l'l9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdb c kblbRdSd] ^ $bTdUd%b_ ` 'bVdWdXdYdZd(b)b0d1d2d3d4d*b5d6d+b{ | ,b7d8d9d!d#d$d-b.b%d'd(dmbnb)d*dd e obpb+d,ddbeb?b-d.d@bfbgb[b/d:d;d=d?d]b^b@d[d]d^d_d_b`d{d`bhbib{b|d}d~daebece|b}bdeeefeqbrbgeheiejekelemeneoepeqereseteuevewexeyezeAeBeCetgupvpugwpxpypzpvgwgxgygzgAg`HBgCgDgAp{HEgFgGgHgBpJIsbCpDptbEpFp

1174  

1175 @property (empty)

1176 def context(self) -> Context: 

1177 """Return the :obj:`~_context.Context` associated with this device. 

1178  

1179 Note 

1180 ---- 

1181 Device must be initialized. 

1182  

1183 """ 

1184 self._check_context_initialized() 59 ctx2+r.roh3l!b:rph.o/oqh;r=r?r@rkb#b[rrhshlb]r^r_r`r:oPp@oyh5l;biszh[o]oAhjskslsmsob=bnsBhChpbospsqsrs^oQpCs|oGsIsKsMsOsQs

1185 return self._context 59 ctx2+r.roh3l!b:rph.o/oqh;r=r?r@rkb#b[rrhshlb]r^r_r`r:oPp@oyh5l;biszh[o]oAhjskslsmsob=bnsBhChpbospsqsrs^oQpCs|oGsIsKsMsOsQs

1186  

1187 @property (empty)

1188 def memory_resource(self) -> MemoryResource: 

1189 """Return :obj:`~_memory.MemoryResource` associated with this device.""" 

1190 cdef int attr, device_id 

1191 if self._memory_resource is None: 165 ctx2OHPH:h;h=hQHRH!O?h#O@h/H[h]h^h_h5G`h{h6G|h}h~haibicidieifigihiii:H;H=H]m^mSHloinjiki,g%l'l(l)l*l+l; h ,l= limi? -l.l/l:lb i ;l@ [ c =l?l@l3l[lni4l]l} j ^l~ oipiab_l`l{l|ld k }lbbcbe ~lambm5lcmqi6ldmemfmgmhmimjmkm*sJDgHhHiHjHkHlHmHnHoHpHqHaFbFcFdIrisitiIhuiviwiJhKhxiyiziAiBiLhCiDiEi5HMhFiGiNhHiIi6HJiKiLi7HMiOhNiPhOi,HPi-HQh.H8OwM

1192 # If the device is in TCC mode, or does not support memory pools for some other reason,