Coverage for cuda/core/_device.pyx: 92.87%

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 

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 (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  

65cdef class DeviceProperties: 

66 """ 

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

68  

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

70 """ 

71 cdef: 

72 int _handle 

73 dict _cache 

74  

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

76 raise RuntimeError("DeviceProperties cannot be instantiated directly. Please use Device APIs.") 1 ctx25I

77  

78 @classmethod (empty)

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

80 cdef DeviceProperties self = DeviceProperties.__new__(cls) 1159 ctx2a ompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiViWiXiYiZi0i1i2i3i4i5i6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbBocldl-kel_k.kfl`kglhlil{kemjl/kbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQl'iYfbn3mcndnenWlfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAeVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrgsgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

81 self._handle = handle 1159 ctx2a ompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiViWiXiYiZi0i1i2i3i4i5i6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbBocldl-kel_k.kfl`kglhlil{kemjl/kbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQl'iYfbn3mcndnenWlfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAeVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrgsgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

82 self._cache = {} 1159 ctx2a ompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiViWiXiYiZi0i1i2i3i4i5i6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbBocldl-kel_k.kfl`kglhlil{kemjl/kbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQl'iYfbn3mcndnenWlfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAeVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrgsgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

83 return self 1159 ctx2a ompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiViWiXiYiZi0i1i2i3i4i5i6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbBocldl-kel_k.kfl`kglhlil{kemjl/kbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQl'iYfbn3mcndnenWlfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAeVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrgsgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

84  

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

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

87 cdef int val 

88 cdef cydriver.CUresult err 

89 with nogil: 1358 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

90 err = cydriver.cuDeviceGetAttribute(&val, attr, self._handle) 1358 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

91 if err == cydriver.CUresult.CUDA_ERROR_INVALID_VALUE and default is not None: 1358 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

92 return <int>default 

93 HANDLE_RETURN(err) 1358 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

94 return val 1358 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

95  

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

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

98 cached = self._cache.get(attr) 1356 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz=z?z@zrz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfAgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVAWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(A(iWmvh4m)i5m*i6m+i7m,iXm+m8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9e,BAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

99 if cached is not None: 1356 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz=z?z@zrz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfAgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVAWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(A(iWmvh4m)i5m*i6m+i7m,iXm+m8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9e,BAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

100 return cached 51 ctx22f3f4f5f6f7fFfabYl3p(A+m~lze8e9e,BAe+A,A-AxhyhzhAhBhChDhEhFhGhHhIhJhKhLhMhNhOhPhQhRhShThUhVhWhXhYhZh0h

101 cdef int value = self._get_attribute(attr, default) 1353 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz=z?z@zrz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfAgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVAWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

102 self._cache[attr] = value # setdefault not needed for ints 1353 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz=z?z@zrz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfAgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVAWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

103 return value 1353 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcr/z:zcl;zpzezqz=z?z@zrz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfAgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVAWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;c=c?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

104  

105 @property 

106 def max_threads_per_block(self) -> int: 

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

108 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_THREADS_PER_BLOCK) 46 ctx2uAWzXzYzZz0z1z9y!y#y$y%y'y(y)y*y+y,y-y.y/y:y;y=y?y+AlBmBnBoBpBqB,ArBsBtBuBvBwB-AxByBzBABBBCB

109  

110 @property 

111 def max_block_dim_x(self) -> int: 

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

113 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_BLOCK_DIM_X) 1 ctx2kA

114  

115 @property 

116 def max_block_dim_y(self) -> int: 

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

118 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_BLOCK_DIM_Y) 1 ctx2lA

119  

120 @property 

121 def max_block_dim_z(self) -> int: 

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

123 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_BLOCK_DIM_Z) 1 ctx2mA

124  

125 @property 

126 def max_grid_dim_x(self) -> int: 

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

128 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_GRID_DIM_X) 2 ctx2oAYl

129  

130 @property 

131 def max_grid_dim_y(self) -> int: 

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

133 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_GRID_DIM_Y) 2 ctx2a pA

134  

135 @property 

136 def max_grid_dim_z(self) -> int: 

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

138 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_GRID_DIM_Z) 1 ctx2fl

139  

140 @property 

141 def max_shared_memory_per_block(self) -> int: 

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

143 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_SHARED_MEMORY_PER_BLOCK) 46 ctx2tAWzXzYzZz0z1z9y!y#y$y%y'y(y)y*y+y,y-y.y/y:y;y=y?y+AlBmBnBoBpBqB,ArBsBtBuBvBwB-AxByBzBABBBCB

144  

145 @property 

146 def total_constant_memory(self) -> int: 

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

148 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TOTAL_CONSTANT_MEMORY) 1 ctx2#A

149  

150 @property 

151 def warp_size(self) -> int: 

152 """int: Warp size in threads.""" 

153 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_WARP_SIZE) 1 ctx2'A

154  

155 @property 

156 def max_pitch(self) -> int: 

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

158 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_PITCH) 1 ctx2rA

159  

160 @property 

161 def maximum_texture1d_width(self) -> int: 

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

163 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_WIDTH) 1 ctx2HA

164  

165 @property 

166 def maximum_texture1d_linear_width(self) -> int: 

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

168 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_LINEAR_WIDTH) 1 ctx2GA

169  

170 @property 

171 def maximum_texture1d_mipmapped_width(self) -> int: 

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

173 return self._get_cached_attribute( 1 ctx2Jz

174 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_MIPMAPPED_WIDTH 1 ctx2Jz

175 ) 

176  

177 @property 

178 def maximum_texture2d_width(self) -> int: 

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

180 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_WIDTH) 1 ctx2gl

181  

182 @property 

183 def maximum_texture2d_height(self) -> int: 

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

185 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_HEIGHT) 1 ctx2KA

186  

187 @property 

188 def maximum_texture2d_linear_width(self) -> int: 

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

190 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LINEAR_WIDTH) 1 ctx2OA

191  

192 @property 

193 def maximum_texture2d_linear_height(self) -> int: 

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

195 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LINEAR_HEIGHT) 1 ctx2MA

196  

197 @property 

198 def maximum_texture2d_linear_pitch(self) -> int: 

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

200 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LINEAR_PITCH) 1 ctx2NA

201  

202 @property 

203 def maximum_texture2d_mipmapped_width(self) -> int: 

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

205 return self._get_cached_attribute( 1 ctx2Mz

206 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_MIPMAPPED_WIDTH 1 ctx2Mz

207 ) 

208  

209 @property 

210 def maximum_texture2d_mipmapped_height(self) -> int: 

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

212 return self._get_cached_attribute( 1 ctx2`k

213 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_MIPMAPPED_HEIGHT 1 ctx2`k

214 ) 

215  

216 @property 

217 def maximum_texture3d_width(self) -> int: 

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

219 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_WIDTH) 1 ctx2RA

220  

221 @property 

222 def maximum_texture3d_height(self) -> int: 

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

224 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_HEIGHT) 1 ctx2QA

225  

226 @property 

227 def maximum_texture3d_depth(self) -> int: 

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

229 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_DEPTH) 1 ctx2PA

230  

231 @property 

232 def maximum_texture3d_width_alternate(self) -> int: 

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

234 return self._get_cached_attribute( 1 ctx2Pz

235 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_WIDTH_ALTERNATE 1 ctx2Pz

236 ) 

237  

238 @property 

239 def maximum_texture3d_height_alternate(self) -> int: 

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

241 return self._get_cached_attribute( 1 ctx2Oz

242 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_HEIGHT_ALTERNATE 1 ctx2Oz

243 ) 

244  

245 @property 

246 def maximum_texture3d_depth_alternate(self) -> int: 

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

248 return self._get_cached_attribute( 1 ctx2Nz

249 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE3D_DEPTH_ALTERNATE 1 ctx2Nz

250 ) 

251  

252 @property 

253 def maximum_texturecubemap_width(self) -> int: 

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

255 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURECUBEMAP_WIDTH) 1 ctx2SA

256  

257 @property 

258 def maximum_texture1d_layered_width(self) -> int: 

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

260 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_LAYERED_WIDTH) 1 ctx2FA

261  

262 @property 

263 def maximum_texture1d_layered_layers(self) -> int: 

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

265 return self._get_cached_attribute( 1 ctx2Iz

266 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE1D_LAYERED_LAYERS 1 ctx2Iz

267 ) 

268  

269 @property 

270 def maximum_texture2d_layered_width(self) -> int: 

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

272 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LAYERED_WIDTH) 1 ctx2LA

273  

274 @property 

275 def maximum_texture2d_layered_height(self) -> int: 

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

277 return self._get_cached_attribute( 1 ctx2Kz

278 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LAYERED_HEIGHT 1 ctx2Kz

279 ) 

280  

281 @property 

282 def maximum_texture2d_layered_layers(self) -> int: 

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

284 return self._get_cached_attribute( 1 ctx2Lz

285 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_LAYERED_LAYERS 1 ctx2Lz

286 ) 

287  

288 @property 

289 def maximum_texturecubemap_layered_width(self) -> int: 

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

291 return self._get_cached_attribute( 1 ctx2Rz

292 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURECUBEMAP_LAYERED_WIDTH 1 ctx2Rz

293 ) 

294  

295 @property 

296 def maximum_texturecubemap_layered_layers(self) -> int: 

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

298 return self._get_cached_attribute( 1 ctx2Qz

299 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURECUBEMAP_LAYERED_LAYERS 1 ctx2Qz

300 ) 

301  

302 @property 

303 def maximum_surface1d_width(self) -> int: 

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

305 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE1D_WIDTH) 1 ctx2xA

306  

307 @property 

308 def maximum_surface2d_width(self) -> int: 

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

310 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_WIDTH) 1 ctx2AA

311  

312 @property 

313 def maximum_surface2d_height(self) -> int: 

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

315 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_HEIGHT) 1 ctx2yA

316  

317 @property 

318 def maximum_surface3d_width(self) -> int: 

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

320 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE3D_WIDTH) 1 ctx2DA

321  

322 @property 

323 def maximum_surface3d_height(self) -> int: 

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

325 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE3D_HEIGHT) 1 ctx2CA

326  

327 @property 

328 def maximum_surface3d_depth(self) -> int: 

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

330 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE3D_DEPTH) 1 ctx2BA

331  

332 @property 

333 def maximum_surface1d_layered_width(self) -> int: 

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

335 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE1D_LAYERED_WIDTH) 1 ctx2wA

336  

337 @property 

338 def maximum_surface1d_layered_layers(self) -> int: 

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

340 return self._get_cached_attribute( 1 ctx2Dz

341 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE1D_LAYERED_LAYERS 1 ctx2Dz

342 ) 

343  

344 @property 

345 def maximum_surface2d_layered_width(self) -> int: 

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

347 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_LAYERED_WIDTH) 1 ctx2zA

348  

349 @property 

350 def maximum_surface2d_layered_height(self) -> int: 

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

352 return self._get_cached_attribute( 1 ctx2Ez

353 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_LAYERED_HEIGHT 1 ctx2Ez

354 ) 

355  

356 @property 

357 def maximum_surface2d_layered_layers(self) -> int: 

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

359 return self._get_cached_attribute( 1 ctx2Fz

360 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACE2D_LAYERED_LAYERS 1 ctx2Fz

361 ) 

362  

363 @property 

364 def maximum_surfacecubemap_width(self) -> int: 

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

366 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACECUBEMAP_WIDTH) 1 ctx2EA

367  

368 @property 

369 def maximum_surfacecubemap_layered_width(self) -> int: 

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

371 return self._get_cached_attribute( 1 ctx2Hz

372 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACECUBEMAP_LAYERED_WIDTH 1 ctx2Hz

373 ) 

374  

375 @property 

376 def maximum_surfacecubemap_layered_layers(self) -> int: 

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

378 return self._get_cached_attribute( 1 ctx2Gz

379 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_SURFACECUBEMAP_LAYERED_LAYERS 1 ctx2Gz

380 ) 

381  

382 @property 

383 def max_registers_per_block(self) -> int: 

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

385 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_REGISTERS_PER_BLOCK) 1 ctx2sA

386  

387 @property 

388 def clock_rate(self) -> int: 

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

390 return self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CLOCK_RATE) 6 ctx21foz6Bbb2mcb

391  

392 @property 

393 def texture_alignment(self) -> int: 

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

395 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TEXTURE_ALIGNMENT) 1 ctx29A

396  

397 @property 

398 def texture_pitch_alignment(self) -> int: 

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

400 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TEXTURE_PITCH_ALIGNMENT) 1 ctx2!A

401  

402 @property 

403 def gpu_overlap(self) -> bool: 

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

405 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_OVERLAP)) 1 ctx2~z

406  

407 @property 

408 def multiprocessor_count(self) -> int: 

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

410 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MULTIPROCESSOR_COUNT) 2 ctx20AYl

411  

412 @property 

413 def kernel_exec_timeout(self) -> bool: 

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

415 return bool(self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_KERNEL_EXEC_TIMEOUT)) 1 ctx28B

416  

417 @property 

418 def integrated(self) -> bool: 

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

420 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_INTEGRATED)) 1 ctx2eA

421  

422 @property 

423 def can_map_host_memory(self) -> bool: 

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

425 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_MAP_HOST_MEMORY)) 1 ctx2cl

426  

427 @property 

428 def compute_mode(self) -> int: 

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

430 return self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COMPUTE_MODE) 1 ctx27B

431  

432 @property 

433 def concurrent_kernels(self) -> bool: 

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

435 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CONCURRENT_KERNELS)) 1 ctx2[z

436  

437 @property 

438 def ecc_enabled(self) -> bool: 

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

440 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_ECC_ENABLED)) 1 ctx2el

441  

442 @property 

443 def pci_bus_id(self) -> int: 

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

445 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PCI_BUS_ID) 1 ctx24A

446  

447 @property 

448 def pci_device_id(self) -> int: 

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

450 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PCI_DEVICE_ID) 1 ctx25A

451  

452 @property 

453 def pci_domain_id(self) -> int: 

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

455 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PCI_DOMAIN_ID) 1 ctx26A

456  

457 @property 

458 def tcc_driver(self) -> bool: 

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

460 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TCC_DRIVER)) 1 ctx28A

461  

462 @property 

463 def memory_clock_rate(self) -> int: 

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

465 return self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEMORY_CLOCK_RATE) 1 ctx29B

466  

467 @property 

468 def global_memory_bus_width(self) -> int: 

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

470 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GLOBAL_MEMORY_BUS_WIDTH) 1 ctx2{z

471  

472 @property 

473 def l2_cache_size(self) -> int: 

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

475 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_L2_CACHE_SIZE) 1 ctx2gA

476  

477 @property 

478 def max_threads_per_multiprocessor(self) -> int: 

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

480 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_THREADS_PER_MULTIPROCESSOR) 25 ctx2vAWzXzYzZz0z1z9y!y#y$y%y'y(y)y*y+y,y-y.y/y:y;y=y?y

481  

482 @property 

483 def unified_addressing(self) -> bool: 

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

485 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_UNIFIED_ADDRESSING)) 2 ctx2a $A

486  

487 @property 

488 def compute_capability_major(self) -> int: 

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

490 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MAJOR) 523 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{l:mprqr;m=m?m@m[mrrKpLp1ere2ese3ete4eue5eve6ewesrMptrurNpOpPpQpRpSpTpUpVpWpXpUlVlzoAodm]m^m0p_m`m{m|m}m~mhm)mimjmkm*mlmmmCmDmEm|lwmanxmymzmAm}l1foz2pcr?zbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBd!eCd#eDdEd$eFd%eGdBeCeg c h d MbNb'e(e)e*e+e,e-e6bdb7bebS O T P DeEeOb= Pb? Fe.e/e8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@e[eRd]eSdKeLe%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3d^e_e+bfb,bgbMe4dNe5dOePei e j f XbYb`e{e|e}e~eafbf-bhb.bib6dZb7d0bQeRe1b_ 2b` Secfdf/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfifjf+dkf,dXeYe@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^dlfmf`bjb{bkb_d`dnf{dof|d}d~daeZebe0ecepfdeqfeerffesfgetfheufievfjewfkexfleyfmenezfoeAfpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nBfCfDfEf

491  

492 @property 

493 def compute_capability_minor(self) -> int: 

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

495 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COMPUTE_CAPABILITY_MINOR) 523 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{l:mprqr;m=m?m@m[mrrKpLp1ere2ese3ete4eue5eve6ewesrMptrurNpOpPpQpRpSpTpUpVpWpXpUlVlzoAodm]m^m0p_m`m{m|m}m~mhm)mimjmkm*mlmmmCmDmEm|lwmanxmymzmAm}l1foz2pcr@zbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBd!eCd#eDdEd$eFd%eGdBeCeg c h d MbNb'e(e)e*e+e,e-e6bdb7bebS O T P DeEeOb= Pb? Fe.e/e8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@e[eRd]eSdKeLe%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3d^e_e+bfb,bgbMe4dNe5dOePei e j f XbYb`e{e|e}e~eafbf-bhb.bib6dZb7d0bQeRe1b_ 2b` Secfdf/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfifjf+dkf,dXeYe@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^dlfmf`bjb{bkb_d`dnf{dof|d}d~daeZebe0ecepfdeqfeerffesfgetfheufievfjewfkexfleyfmenezfoeAfpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nBfCfDfEf

496  

497 @property 

498 def global_l1_cache_supported(self) -> bool: 

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

500 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GLOBAL_L1_CACHE_SUPPORTED)) 1 ctx2`z

501  

502 @property 

503 def local_l1_cache_supported(self) -> bool: 

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

505 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_LOCAL_L1_CACHE_SUPPORTED)) 1 ctx2hA

506  

507 @property 

508 def max_shared_memory_per_multiprocessor(self) -> int: 

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

510 return self._get_cached_attribute( 25 ctx2CzWzXzYzZz0z1z9y!y#y$y%y'y(y)y*y+y,y-y.y/y:y;y=y?y

511 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_SHARED_MEMORY_PER_MULTIPROCESSOR 25 ctx2CzWzXzYzZz0z1z9y!y#y$y%y'y(y)y*y+y,y-y.y/y:y;y=y?y

512 ) 

513  

514 @property 

515 def max_registers_per_multiprocessor(self) -> int: 

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

517 return self._get_cached_attribute( 19 ctx2Az9y!y#y$y%y'y(y)y*y+y,y-y.y/y:y;y=y?y

518 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_REGISTERS_PER_MULTIPROCESSOR 19 ctx2Az9y!y#y$y%y'y(y)y*y+y,y-y.y/y:y;y=y?y

519 ) 

520  

521 @property 

522 def managed_memory(self) -> bool: 

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

524 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MANAGED_MEMORY)) 27 ctx2*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagiA

525  

526 @property 

527 def multi_gpu_board(self) -> bool: 

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

529 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MULTI_GPU_BOARD)) 1 ctx2YA

530  

531 @property 

532 def multi_gpu_board_group_id(self) -> int: 

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

534 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MULTI_GPU_BOARD_GROUP_ID) 1 ctx2il

535  

536 @property 

537 def host_native_atomic_supported(self) -> bool: 

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

539 return bool( 1 ctx2xz

540 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NATIVE_ATOMIC_SUPPORTED) 1 ctx2xz

541 ) 

542  

543 @property 

544 def single_to_double_precision_perf_ratio(self) -> int: 

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

546 return self._get_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_SINGLE_TO_DOUBLE_PRECISION_PERF_RATIO) 1 ctx2em

547  

548 @property 

549 def pageable_memory_access(self) -> bool: 

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

551 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PAGEABLE_MEMORY_ACCESS)) 1 ctx23A

552  

553 @property 

554 def concurrent_managed_access(self) -> bool: 

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

556 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CONCURRENT_MANAGED_ACCESS)) 64 ctx22f3f4f5f6f7f*f+f,f-f.f/f:f;f=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagdlbgcgdgwrYfbn3mcndr3pdnenWlwnfn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yrn%m

557  

558 @property 

559 def compute_preemption_supported(self) -> bool: 

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

561 return bool( 1 ctx2rz

562 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COMPUTE_PREEMPTION_SUPPORTED) 1 ctx2rz

563 ) 

564  

565 @property 

566 def can_use_host_pointer_for_registered_mem(self) -> bool: 

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

568 return bool( 1 ctx2ez

569 self._get_cached_attribute( 1 ctx2ez

570 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_USE_HOST_POINTER_FOR_REGISTERED_MEM 1 ctx2ez

571 ) 

572 ) 

573  

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

575  

576 @property 

577 def cooperative_launch(self) -> bool: 

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

579 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_COOPERATIVE_LAUNCH)) 2 ctx2]zYl

580  

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

582  

583 @property 

584 def max_shared_memory_per_block_optin(self) -> int: 

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

586 return self._get_cached_attribute( 1 ctx2Bz

587 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_SHARED_MEMORY_PER_BLOCK_OPTIN 1 ctx2Bz

588 ) 

589  

590 @property 

591 def pageable_memory_access_uses_host_page_tables(self) -> bool: 

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

593 return bool( 1 ctx2lz

594 self._get_cached_attribute( 1 ctx2lz

595 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_PAGEABLE_MEMORY_ACCESS_USES_HOST_PAGE_TABLES 1 ctx2lz

596 ) 

597 ) 

598  

599 @property 

600 def direct_managed_mem_access_from_host(self) -> bool: 

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

602 return bool( 1 ctx2-k

603 self._get_cached_attribute( 1 ctx2-k

604 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_DIRECT_MANAGED_MEM_ACCESS_FROM_HOST 1 ctx2-k

605 ) 

606 ) 

607  

608 @property 

609 def virtual_memory_management_supported(self) -> bool: 

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

611 return bool( 7 ctx2/kze8e9e,BAe4p

612 self._get_cached_attribute( 7 ctx2/kze8e9e,BAe4p

613 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED 7 ctx2/kze8e9e,BAe4p

614 ) 

615 ) 

616  

617 @property 

618 def handle_type_posix_file_descriptor_supported(self) -> bool: 

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

620 return bool( 86 ctx2W l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbhzEbFb5bGbQ R U V

621 self._get_cached_attribute( 86 ctx2W l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbhzEbFb5bGbQ R U V

622 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HANDLE_TYPE_POSIX_FILE_DESCRIPTOR_SUPPORTED 86 ctx2W l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbhzEbFb5bGbQ R U V

623 ) 

624 ) 

625  

626 @property 

627 def handle_type_win32_handle_supported(self) -> bool: 

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

629 return bool( 1 ctx2uz

630 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HANDLE_TYPE_WIN32_HANDLE_SUPPORTED) 1 ctx2uz

631 ) 

632  

633 @property 

634 def handle_type_win32_kmt_handle_supported(self) -> bool: 

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

636 return bool( 1 ctx2iz

637 self._get_cached_attribute( 1 ctx2iz

638 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HANDLE_TYPE_WIN32_KMT_HANDLE_SUPPORTED 1 ctx2iz

639 ) 

640 ) 

641  

642 @property 

643 def max_blocks_per_multiprocessor(self) -> int: 

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

645 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_BLOCKS_PER_MULTIPROCESSOR) 1 ctx2nA

646  

647 @property 

648 def generic_compression_supported(self) -> bool: 

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

650 return bool( 1 ctx2_k

651 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GENERIC_COMPRESSION_SUPPORTED) 1 ctx2_k

652 ) 

653  

654 @property 

655 def max_persisting_l2_cache_size(self) -> int: 

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

657 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_PERSISTING_L2_CACHE_SIZE) 1 ctx2qA

658  

659 @property 

660 def max_access_policy_window_size(self) -> int: 

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

662 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAX_ACCESS_POLICY_WINDOW_SIZE) 1 ctx2jA

663  

664 @property 

665 def gpu_direct_rdma_with_cuda_vmm_supported(self) -> bool: 

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

667 return bool( 1 ctx2gz

668 self._get_cached_attribute( 1 ctx2gz

669 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_DIRECT_RDMA_WITH_CUDA_VMM_SUPPORTED 1 ctx2gz

670 ) 

671 ) 

672  

673 @property 

674 def reserved_shared_memory_per_block(self) -> int: 

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

676 return self._get_cached_attribute( 1 ctx2Sz

677 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_RESERVED_SHARED_MEMORY_PER_BLOCK 1 ctx2Sz

678 ) 

679  

680 @property 

681 def sparse_cuda_array_supported(self) -> bool: 

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

683 return bool( 1 ctx2Tz

684 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_SPARSE_CUDA_ARRAY_SUPPORTED) 1 ctx2Tz

685 ) 

686  

687 @property 

688 def read_only_host_register_supported(self) -> bool: 

689 """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.""" 

690 return bool( 1 ctx2{k

691 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_READ_ONLY_HOST_REGISTER_SUPPORTED) 1 ctx2{k

692 ) 

693  

694 @property 

695 def memory_pools_supported(self) -> bool: 

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

697 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEMORY_POOLS_SUPPORTED)) 603 ctx2zrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:q;q=q?q@q[q]q^q'z(z)z*z+z,z#f2f7hLfMf8hre9h!h#h$h%h$f3f'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f{hPfQf|hte}h~haibici'f5fdiRfSfeiuefigihiiiji(f6fkiTfUfliveminioipiqi)f7friVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPi-z.z_qYpZpUlVl`q{q|qMnNnOn}qPnQnRnSn~qarTnbrQiRiSiTiUiViWiXiYiZi0i1i2i3i4i5i6i7i8i9i!i#i$i%iW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbWAbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwn(A(iWmvh4m)i5m*i6m+i7m,iXm+m8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}y@irnYm%m[iZf0fEbFb5b]iGb^i_i`i{i|i}i~iajbjcjBe2g3gxhdjejfjCeyhzhgjhjHbIbJbKbLbijjjkjljmj{g|g}g~gahGfHfIfJfKfAhDe4g5gBhnjojpjEeChDhqjrj6g7g8g9g!gFe#g$gsjtjujEhFhvjwjxjyjzjAjBj8b9b!b#b$bHeIeJeCjDjEjFjGjKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%b'b(b)b*bRjSjTjUjVjbhchdhehfhHhIhJhKhLhOe*g+gMhWjXjYjPeNhOhZj0jSbTbUbVbWb1j2j3j4j5jghhhihjhkhqhrhshthuhPhQe,g-gQh6j7j8jReRhSh9j!j.g/g:g;g=gSe?g@g#j$j%jThUh'j(j)j*j+j,j-j/b:b;b=b?bUeVeWe.j/j:j;j=jXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b[b]b^b_b~jakbkckdklhmhnhohphQ R U V ekfkgkhkikWhXhYhZh0hjkkklkmknkokpkqkrksktkukvkwkxkykzkAkBkCkDkEkFkGkHkIkJkKkLkMkbz

698  

699 @property 

700 def gpu_direct_rdma_supported(self) -> bool: 

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

702 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_DIRECT_RDMA_SUPPORTED)) 3 ctx2|zAe4p

703  

704 @property 

705 def gpu_direct_rdma_flush_writes_options(self) -> int: 

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

707 return self._get_cached_attribute( 1 ctx2sz

708 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_DIRECT_RDMA_FLUSH_WRITES_OPTIONS 1 ctx2sz

709 ) 

710  

711 @property 

712 def gpu_direct_rdma_writes_ordering(self) -> int: 

713 """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.""" 

714 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_DIRECT_RDMA_WRITES_ORDERING) 1 ctx2}z

715  

716 @property 

717 def mempool_supported_handle_types(self) -> int: 

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

719 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEMPOOL_SUPPORTED_HANDLE_TYPES) 1 ctx2XA

720  

721 @property 

722 def deferred_mapping_cuda_array_supported(self) -> bool: 

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

724 return bool( 1 ctx2fz

725 self._get_cached_attribute( 1 ctx2fz

726 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_DEFERRED_MAPPING_CUDA_ARRAY_SUPPORTED 1 ctx2fz

727 ) 

728 ) 

729  

730 @property 

731 def numa_config(self) -> int: 

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

733 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_NUMA_CONFIG) 1 ctx21A

734  

735 @property 

736 def numa_id(self) -> int: 

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

738 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_NUMA_ID) 1 ctx22A

739  

740 @property 

741 def multicast_supported(self) -> bool: 

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

743 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MULTICAST_SUPPORTED)) 1 ctx2ZA

744  

745 @property 

746 def surface_alignment(self) -> int: 

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

748 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_SURFACE_ALIGNMENT) 1 ctx27A

749  

750 @property 

751 def async_engine_count(self) -> int: 

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

753 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_ASYNC_ENGINE_COUNT) 1 ctx2/z

754  

755 @property 

756 def can_tex2d_gather(self) -> bool: 

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

758 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_TEX2D_GATHER)) 1 ctx2;z

759  

760 @property 

761 def maximum_texture2d_gather_width(self) -> int: 

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

763 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_GATHER_WIDTH) 1 ctx2JA

764  

765 @property 

766 def maximum_texture2d_gather_height(self) -> int: 

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

768 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MAXIMUM_TEXTURE2D_GATHER_HEIGHT) 1 ctx2IA

769  

770 @property 

771 def stream_priorities_supported(self) -> bool: 

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

773 return bool( 1 ctx2Uz

774 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_STREAM_PRIORITIES_SUPPORTED) 1 ctx2Uz

775 ) 

776  

777 @property 

778 def can_flush_remote_writes(self) -> bool: 

779 """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.""" 

780 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_FLUSH_REMOTE_WRITES)) 1 ctx2:z

781  

782 @property 

783 def host_register_supported(self) -> bool: 

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

785 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_REGISTER_SUPPORTED)) 1 ctx2dA

786  

787 @property 

788 def timeline_semaphore_interop_supported(self) -> bool: 

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

790 return bool( 1 ctx2mz

791 self._get_cached_attribute( 1 ctx2mz

792 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TIMELINE_SEMAPHORE_INTEROP_SUPPORTED 1 ctx2mz

793 ) 

794 ) 

795  

796 @property 

797 def cluster_launch(self) -> bool: 

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

799 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CLUSTER_LAUNCH)) 1 ctx2=z

800  

801 @property 

802 def can_use_64_bit_stream_mem_ops(self) -> bool: 

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

804 return bool( 1 ctx2pz

805 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_USE_64_BIT_STREAM_MEM_OPS) 1 ctx2pz

806 ) 

807  

808 @property 

809 def can_use_stream_wait_value_nor(self) -> bool: 

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

811 return bool( 1 ctx2qz

812 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_CAN_USE_STREAM_WAIT_VALUE_NOR) 1 ctx2qz

813 ) 

814  

815 @property 

816 def dma_buf_supported(self) -> bool: 

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

818 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_DMA_BUF_SUPPORTED)) 1 ctx2_z

819  

820 # Start of CUDA 12 device attributes 

821  

822 @property 

823 def ipc_event_supported(self) -> bool: 

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

825 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_IPC_EVENT_SUPPORTED)) 1 ctx2fA

826  

827 @property 

828 def mem_sync_domain_count(self) -> int: 

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

830 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEM_SYNC_DOMAIN_COUNT, default=1) 1 ctx2VA

831  

832 @property 

833 def tensor_map_access_supported(self) -> bool: 

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

835 return bool( 38 ctx2Vzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g

836 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_TENSOR_MAP_ACCESS_SUPPORTED) 38 ctx2Vzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgYgZg0g

837 ) 

838  

839 @property 

840 def handle_type_fabric_supported(self) -> bool: 

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

842 return bool( 1 ctx2tz

843 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HANDLE_TYPE_FABRIC_SUPPORTED) 1 ctx2tz

844 ) 

845  

846 @property 

847 def unified_function_pointers(self) -> bool: 

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

849 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_UNIFIED_FUNCTION_POINTERS)) 1 ctx2jl

850  

851 @property 

852 def mps_enabled(self) -> bool: 

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

854 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MPS_ENABLED)) 1 ctx2hl

855  

856 @property 

857 def host_numa_id(self) -> int: 

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

859 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NUMA_ID, default=-1) 42 ctx2l 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 cA3p.iwh/i:i;i=ikl?ik ~lgm

860  

861 @property 

862 def d3d12_cig_supported(self) -> bool: 

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

864 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_D3D12_CIG_SUPPORTED)) 1 ctx2^z

865  

866 @property 

867 def mem_decompress_algorithm_mask(self) -> int: 

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

869 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEM_DECOMPRESS_ALGORITHM_MASK) 1 ctx2TA

870  

871 @property 

872 def mem_decompress_maximum_length(self) -> int: 

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

874 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEM_DECOMPRESS_MAXIMUM_LENGTH) 1 ctx2UA

875  

876 @property 

877 def vulkan_cig_supported(self) -> bool: 

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

879 return bool(self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_VULKAN_CIG_SUPPORTED)) 1 ctx2%A

880  

881 @property 

882 def gpu_pci_device_id(self) -> int: 

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

884  

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

886 """ 

887 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_PCI_DEVICE_ID) 1 ctx2aA

888  

889 @property 

890 def gpu_pci_subsystem_id(self) -> int: 

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

892  

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

894 """ 

895 return self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_GPU_PCI_SUBSYSTEM_ID) 1 ctx2bA

896  

897 @property 

898 def host_numa_virtual_memory_management_supported(self) -> bool: 

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

900 return bool( 1 ctx2.k

901 self._get_cached_attribute( 1 ctx2.k

902 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NUMA_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED 1 ctx2.k

903 ) 

904 ) 

905  

906 @property 

907 def host_numa_memory_pools_supported(self) -> bool: 

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

909 return bool( 1 ctx2yz

910 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NUMA_MEMORY_POOLS_SUPPORTED) 1 ctx2yz

911 ) 

912  

913 # Start of CUDA 13 device attributes 

914  

915 @property 

916 def host_numa_multinode_ipc_supported(self) -> bool: 

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

918 return bool( 1 ctx2zz

919 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_NUMA_MULTINODE_IPC_SUPPORTED) 1 ctx2zz

920 ) 

921  

922 @property 

923 def host_memory_pools_supported(self) -> bool: 

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

925 return bool( 58 ctx2l 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 wzfmln.i#mwhmn/inn:ion;ipn=i$mklqn?isn'm0f(mXlk 7e~y~lgmaz

926 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_MEMORY_POOLS_SUPPORTED) 58 ctx2l 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 wzfmln.i#mwhmn/inn:ion;ipn=i$mklqn?isn'm0f(mXlk 7e~y~lgmaz

927 ) 

928  

929 @property 

930 def host_virtual_memory_management_supported(self) -> bool: 

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

932 return bool( 1 ctx2jz

933 self._get_cached_attribute( 1 ctx2jz

934 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_VIRTUAL_MEMORY_MANAGEMENT_SUPPORTED 1 ctx2jz

935 ) 

936 ) 

937  

938 @property 

939 def host_alloc_dma_buf_supported(self) -> bool: 

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

941 return bool( 1 ctx2vz

942 self._get_cached_attribute(driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_HOST_ALLOC_DMA_BUF_SUPPORTED) 1 ctx2vz

943 ) 

944  

945 @property 

946 def only_partial_host_native_atomic_supported(self) -> bool: 

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

948 return bool( 1 ctx2kz

949 self._get_cached_attribute( 1 ctx2kz

950 driver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_ONLY_PARTIAL_HOST_NATIVE_ATOMIC_SUPPORTED 1 ctx2kz

951 ) 

952 ) 

953  

954  

955class Device: (empty)

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

957  

958 This is a singleton object that helps ensure interoperability 

959 across multiple libraries imported in the process to both see 

960 and use the same GPU device. 

961  

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

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

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

965 this device's context. 

966  

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

968 for a specified device. 

969  

970 Note 

971 ---- 

972 Will not initialize the GPU. 

973  

974 Parameters 

975 ---------- 

976 device_id : int, optional 

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

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

979  

980 """ 

981 __slots__ = ( 

982 "_device_id", (empty)

983 "_memory_resource", 

984 "_has_inited", 

985 "_properties", 

986 "_resources", 

987 "_uuid", 

988 "_context", 

989 "__weakref__", 

990 ) 

991  

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

993 if isinstance(device_id, Device): 2870 ctx2a vrIDBrxFCryFDrzFErAFFrJDGromHrpmIr2lJr3lKrjCLr4lMrqmNrKDOrLDPr5lQrrmRr-mSrsmTrMDUr6lVr.mWrNDXr7lYr/mZrOD0rtm1rum2rvm3r8l4r9l5r!l6r#l7r$l8r%l9r'l!r(l#r)l$r*l%r+l'r,l(r-l)r.l*r/l+r:l,r;l-r=l.r?l/r@l:r[lPD]l;r^l=r_l?r`l@r{l[rzr]rAr^r8z_r`r6p9z{r|r!z}r#z~r$zas1h2h3hbs4h5h6h%zcsdsesBFfsgshs,qis-qjs.qks/qls:mmsQDnsCFosDFpsprqsqrrs;mss=mts?mus@mvs[mws:qxs;qys=qzs?qAs@qBs[qCs]qDs^qEsrrFsGsHsIs'zJs(zKs)zLs*zMs+zNs,zOsKpPsLpQs#f2f1e7hLfMf8hRsSsTsUsre9h!h#h$h%hVsWs$f3f2e'hNfOf(hXsYsZs0sse)h*h+h,h-h1s2s.h/h:h3s;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|h4s5s6s7ste}h~haibici8s9s'f5f4ediRfSfei!s#s$s%suefigihiiiji's(s(f6f5ekiTfUfli)s*s+s,sveminioipiqi-s.s)f7f6eriVfWfsi/s:s;s=swetiuiviwixi?s@syiziAiBiCiDiEiFiGiHiIiJi[sKiLiMiNiOiPi]s^s_s`s{s|s}s~satsrbt-zct.zRDMpdttretft_qgturhtNpitOpjtPpktQpltRpmtSpntotptqtrtTpstUpttVputWpvtEFwtFFxtXpythFztYpAtSDBtTDCtUDDtZpEtVDFtUlGtVlHtzoItAoJtdmKt]mLt^mMt`qNt{qOt|qPtMnQtNnRtOnSt}qTtPnUtQnVtRnWtSnXt~qYtarZtTn0t0p1t2t3tGF4t5tbr6t7t_m8t`m9t{m!t|m#t}m$t%t't(t)t~m*t+t,t-tUGQiVGRiWGSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9ibF!icF#idF$i:F.t%i|l/twm:tan;txm=tym?tzm@tTBWDAm[t}l]t*f+f;F^tvG,f@y-f-B.fkC/f:f;fUn_t=f8fFf?f9fHF@fIF!f[fwG]f^f_f`f{f|f}f~fag!B`t7pW l #BX $Bm CoY n .BZ o %n0 xGp 1 q 1f2 r mbnbobpbqbrbsbtbubvbwbZl3 s 4 t 5 =F6 7 ?F8 9 @F! # [F$ % ]F' ( ^F) u v w x y z A B C D E F Do* G + H Eo, I ,m- J 8p9p!p{t. K )Axb*AabDB/ L /B: M Fo; N xrybyrzb^CAb_CBb`CCb{CDb'nJF|tKF}tLF~tMFauNFbuOFcudu2pcrFmGmiFXDPFYD|CZDaG0D_BeubG1D}C2D:BcG3DdG4DBo/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'A.A%B~C5DeG6DUB7D2zVBZmbbamjFfuHm8DguQF9DRFhuSFiuTF!DUFjuVFku2mluWFmuXFnuYFouZFpu0F#D1F$D2F%DVmqu`B{B|B}B~BaCbC#pcCdCeCfCgC$pNkOk'Bb (nxe0myePkQkRkruSkTkUk%p'p(p)p*p+p,p-p.p/p:p;p=p?p@p[p]p^p_p`pyG{psucbEBFBYl'D(D)D*D+D;B,D/A|b:A;A=A}b?A@A[Anz]A^A_A`A{A|A}A~b~AaBbBcBdBeBfBgBhBaciBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdglCGBnmmC)nnC*noCll[y.Dtuuuvu/Dwu+npC,n-nqC.n/n:n;n=nrCsCtC?nuCvCwCxCyCzC@n[nACBCCCDCECFC]n^nGCHCICJCKC_n`nLCMCNCOCPCQCRCSC{nTC|nUC}nVC~nWCaobocoXCdoYCZC0C1C2C3C4C5C6C7Ceofogohoiojo8C9C!C#Cko$Clo%Cmonooo'C(C)Cpo*C+C,C-C.C/Cqoro:Cso;CBmXffG1pQlxu|pgGczhG'i_F:D;DwrYfbn=D3m?Dcnyudr@D3p[Ddnzuen]DWl^Dvn_Dwn`Dfm{DiG(A|D(iAuWmBuvhCu4m}D)i~D5mDu*iEu6maE+ibE7mcE,iFuXmdE+meE8mfE-igEfnhE]yiE9mGu^yHugnjE_yIuhnkE`yJuinKukBlEjnmE{ynE!moE|ypEknqE}yLulnrE.isE#mtEwhuEmnMu/ivEnnwE:iNuonxE;iyEpnOu=izE$mAEklBEqnCE?iDE@iEErnPusnQuYmFE%mGE'mHE0G[i=Ctouo1mZf0f(mIEXlJEk 7e~yKE~lLEgmMEazNEOEPEQERuze8e9e,BREAe4p}p~paqbqcqdqeqfqgqhqiqjqkqVnSu1GIckFJctnTuKcunUuLc`FMc{FNc`gVuOcegWnWuXnXuYnYuZnZu0n0u1n1u2n2u3n3u4n4u5n5uPcQcRcScTc3zUcVcWcXcYcZc0c:k6u;k7uWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;cSE=cTE?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdUEldbDmdcDnddDodeDpdfDqdgD4zhDrdiDsdjDtdkDudlDvdmDwdnDxdoDydpDzdqDAdBd?CEbOGFb@C5b]i[CGb^iml!e8ulqmq_iGoHoIo`i9u!u#u$uCd#e{i|iDd%unq'u(unlEdoq}iol$e)upqIm~iJoKoLoaj*u+u,u-uFd%ebjcjGd.uqq/u:uBe2g3gxhdjejfjCeyhzhgjhjHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxlMbNb'e(e)e*e+eij,ejjMoNokj;u=u?u-eljmj@u[u]u{g|k6brq|gxnyn}gsqtquqvqdb7bwq~gahebxqyqzqGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmAhDe4g5gBhnjojpjEeChDhqjrj6g@kObOozn7gPoQo8gRoSoToUo= PbVo9g!g? WoXoYoZo0o1o2o3o4o5o6o7o8o9oFe#g$gsjtjujEhFhvjwjxj.e^uyj!o#ozj_u`u{u/eAjBj|u}u~uavbvcvdvevfvgvhviv8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[ejvDj$o%oEjkvlvmvnvRd]eFjGjSdovpvqvKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSj'o(oTjrvsvtv_eUjVjuvvvbh}k+bAqvochAnBnCndhBqCqDqEqfb,bFqehfhgbGqHqIqwvHhylMexvJqyvIh)o*o+oJhzvAvBvCv4dNeKhLh5dDvKqEvFvOe*g+gMhWjXjYjPeNhOhZj0jSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHlXbYb`e{e|e}e~e1jaf2j,o-o3jGvHvIvbf4j5jJvKvLvgh~k-bLqhhDnEnihMqNqOqPqhb.bQqjhkhibRqSqTqqhal6derworhFnGnHnshfrgrhrirZb7djrthuh0bkrxolrmrPhQe,g-gQh6j7j8jReRhSh9j!j.g^k1b.oIn/g/o:o:g;o=o?o@o_ 2b[o;g=g` ]o^o_o`o{o|o}o~oapbpcpdpepfpSe?g@g#j$j%jThUh'j(j)jcfMv*jgphp+jNvOvPvdf,j-jQvRvSvTvUvVvWvXvYvZv0v1v/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf2v/jipjp:j3v4v5v6v+dkf;j=j,d7v8v9vXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakkplpbk!v#v$vmfckdk%v'vlhbl`bUqyomhJnKnLnnhVqWqXqYqjb{bZqohphkb0q1q2q(vnrorQ R U V _d`dekIlnf)v3qSmfkmpnpopgk*v+v,v-v{dofhkik|d}d.v~dae/v:v4q;v=vWhJlZe?v5q@vXhppqprpYh[v]v^v_vbe0eZh0hce`v6q{v|vjkKlpf}v7qTmkksptpuplk~vawbwcwdeqfmknkeedw8qewfwokLlrfgw9qUmpkvpwpxpqkhwiwjwkwfesfrkskgelw!qmwnwtkMltfow#qbmukypzpApvkpwqwrwswheufwkxkietw$quwvwykNlvfww%qcmzkBpCpDpAkxwywzwAwjewfBkCkkeBw'qCwDwDkOlxfEw(qFwEkEpFpGpFkGwHwIwJwleyfGkHkmeneKw)qLwMwIkPlzfNw*qOwJkHpIpJpKkPwQwRwSwoeAfLkMkpeqeTw+qUwVwrDVE6nWwfg7nXw8nYwZw0w1w2wWE3w4w5w6wXE7wYE8w9w!w#w$w%wZE'w0E(w)w*w+w1E,w-w.w/w:w;w=w?w@w[w]w9n^wsD2Egghg=Big_w`w{w|w}w3E~waxbxcxdx4Eexfxjgkglgmgngog!ngxpg?B@B[Bqg#nhxix5Ejxkxlxmxnxox6Elb$npxqxrxbz]Csx|Ftx3FuxeFvx4Fwx5Fxx6Fyx7FzxfFAx8FBx9FCx!FDx#FEx$FFx%FGx'FHx(FIx)FJx*FKx+FLxhCMx,FNxgFOx-FPx.FQxrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfRxSxTxYgZg0gtDUxuDVxvDWxwDXxxDYx7EZxlF0xmF1xnF2xoF3xpF4xqF5x6x7xrF8xdz9x8E!x9E#xjG$xkG%xlG'xmG(xnG)xoG*x!E+x#E,xsF-xtF.xuF/x$E:xpG;xqG=xrG?xsG@xHB[xIB]xJB^xKB_xLB`xMB{xvF|xNB}xOB~xPBayQBbyRBcyyDdyzDey5zfyADgyBDhyCDiy6zjyDDky7zlyEDmyFDnyoypyGDqyryHDsywFtySBuy%E'Evywyxyyyzy(E)E*E+EAy,EBy-ECyDyEyFy.E/EGyHy:E;E=EVkWkWBXkYkZk0k1k2kXBYBZB3k0B4k1B5k6k7k2B8k9k!k#k$k%k3B'k(k4B5B)k(B)B*k*B+B+k,kIy?EJyiCKy@E[ELy]EMyNyOy^E_E`EPyQyRySyTyUy{EVyWyXyYy|E}EZy0y1y~E2y3y4y5y6y7y8y

994 return device_id 122 ctx2UlVl`q{q|qMnNnOn}qPnQnRnSn~qarTnbrUGVGWGhm)mimjmkm*mlmmmW #BX $BY Z %n0 xG1 2 3 4 5 6 7 8 9 ! # $ % ' ( ) * + , - . )A*A/ : ; xryr^C_C`C{CXffGQlgGhGvn(A(iWmvh4m)i5m*i6m+i7m,iXm+m8m-i@iYm0GZf8e9e,BAekFbDcDdDeDfDgDhDiDjDkDlDmDnDoDpDqD?COG@C[CQ R

995  

996 Device_ensure_cuda_initialized() 2864 ctx2a vrIDBrxFCryFDrzFErAFFrJDGromHrpmIr2lJr3lKrjCLr4lMrqmNrKDOrLDPr5lQrrmRr-mSrsmTrMDUr6lVr.mWrNDXr7lYr/mZrOD0rtm1rum2rvm3r8l4r9l5r!l6r#l7r$l8r%l9r'l!r(l#r)l$r*l%r+l'r,l(r-l)r.l*r/l+r:l,r;l-r=l.r?l/r@l:r[lPD]l;r^l=r_l?r`l@r{l[rzr]rAr^r8z_r`r6p9z{r|r!z}r#z~r$zas1h2h3hbs4h5h6h%zcsdsesBFfsgshs,qis-qjs.qks/qls:mmsQDnsCFosDFpsprqsqrrs;mss=mts?mus@mvs[mws:qxs;qys=qzs?qAs@qBs[qCs]qDs^qEsrrFsGsHsIs'zJs(zKs)zLs*zMs+zNs,zOsKpPsLpQs#f2f1e7hLfMf8hRsSsTsUsre9h!h#h$h%hVsWs$f3f2e'hNfOf(hXsYsZs0sse)h*h+h,h-h1s2s.h/h:h3s;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|h4s5s6s7ste}h~haibici8s9s'f5f4ediRfSfei!s#s$s%suefigihiiiji's(s(f6f5ekiTfUfli)s*s+s,sveminioipiqi-s.s)f7f6eriVfWfsi/s:s;s=swetiuiviwixi?s@syiziAiBiCiDiEiFiGiHiIiJi[sKiLiMiNiOiPi]s^s_s`s{s|s}s~satsrbt-zct.zRDMpdttretft_qgturhtNpitOpjtPpktQpltRpmtSpntotptqtrtTpstUpttVputWpvtEFwtFFxtXpythFztYpAtSDBtTDCtUDDtZpEtVDFtUlGtVlHtzoItAoJtdmKt]mLt^mMt`qNt{qOt|qPtMnQtNnRtOnSt}qTtPnUtQnVtRnWtSnXt~qYtarZtTn0t0p1t2t3tGF4t5tbr6t7t_m8t`m9t{m!t|m#t}m$t%t't(t)t~m*t+t,t-tQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9ibF!icF#idF$i:F.t%i|l/twm:tan;txm=tym?tzm@tTBWDAm[t}l]t*f+f;F^tvG,f@y-f-B.fkC/f:f;fUn_t=f8fFf?f9fHF@fIF!f[fwG]f^f_f`f{f|f}f~fag!B`t7pW l #BX $Bm CoY n .BZ o %n0 p 1 q 1f2 r mbnbobpbqbrbsbtbubvbwbZl3 s 4 t 5 =F6 7 ?F8 9 @F! # [F$ % ]F' ( ^F) u v w x y z A B C D E F Do* G + H Eo, I ,m- J 8p9p!p{t. K )Axb*AabDB/ L /B: M Fo; N xrybyrzb^CAb_CBb`CCb{CDb'nJF|tKF}tLF~tMFauNFbuOFcudu2pcrFmGmiFXDPFYD|CZDaG0D_BeubG1D}C2D:BcG3DdG4DBo/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'A.A%B~C5DeG6DUB7D2zVBZmbbamjFfuHm8DguQF9DRFhuSFiuTF!DUFjuVFku2mluWFmuXFnuYFouZFpu0F#D1F$D2F%DVmqu`B{B|B}B~BaCbC#pcCdCeCfCgC$pNkOk'Bb (nxe0myePkQkRkruSkTkUk%p'p(p)p*p+p,p-p.p/p:p;p=p?p@p[p]p^p_p`pyG{psucbEBFBYl'D(D)D*D+D;B,D/A|b:A;A=A}b?A@A[Anz]A^A_A`A{A|A}A~b~AaBbBcBdBeBfBgBhBaciBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdglCGBnmmC)nnC*noCll[y.Dtuuuvu/Dwu+npC,n-nqC.n/n:n;n=nrCsCtC?nuCvCwCxCyCzC@n[nACBCCCDCECFC]n^nGCHCICJCKC_n`nLCMCNCOCPCQCRCSC{nTC|nUC}nVC~nWCaobocoXCdoYCZC0C1C2C3C4C5C6C7Ceofogohoiojo8C9C!C#Cko$Clo%Cmonooo'C(C)Cpo*C+C,C-C.C/Cqoro:Cso;CBmXffG1pQlxu|pgGczhG'i_F:D;DwrYfbn=D3m?Dcnyudr@D3p[Ddnzuen]DWl^Dvn_Dwn`Dfm{DiG(A|D(iAuWmBuvhCu4m}D)i~D5mDu*iEu6maE+ibE7mcE,iFuXmdE+meE8mfE-igEfnhE]yiE9mGu^yHugnjE_yIuhnkE`yJuinKukBlEjnmE{ynE!moE|ypEknqE}yLulnrE.isE#mtEwhuEmnMu/ivEnnwE:iNuonxE;iyEpnOu=izE$mAEklBEqnCE?iDE@iEErnPusnQuYmFE%mGE'mHE[i=Ctouo1mZf0f(mIEXlJEk 7e~yKE~lLEgmMEazNEOEPEQERuze8e9e,BREAe4p}p~paqbqcqdqeqfqgqhqiqjqkqVnSu1GIckFJctnTuKcunUuLc`FMc{FNc`gVuOcegWnWuXnXuYnYuZnZu0n0u1n1u2n2u3n3u4n4u5n5uPcQcRcScTc3zUcVcWcXcYcZc0c:k6u;k7uWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;cSE=cTE?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdUEldbDmdcDnddDodeDpdfDqdgD4zhDrdiDsdjDtdkDudlDvdmDwdnDxdoDydpDzdqDAdBd?CEbFb@C5b]i[CGb^iml!e8ulqmq_iGoHoIo`i9u!u#u$uCd#e{i|iDd%unq'u(unlEdoq}iol$e)upqIm~iJoKoLoaj*u+u,u-uFd%ebjcjGd.uqq/u:uBe2g3gxhdjejfjCeyhzhgjhjHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxlMbNb'e(e)e*e+eij,ejjMoNokj;u=u?u-eljmj@u[u]u{g|k6brq|gxnyn}gsqtquqvqdb7bwq~gahebxqyqzqGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmAhDe4g5gBhnjojpjEeChDhqjrj6g@kObOozn7gPoQo8gRoSoToUo= PbVo9g!g? WoXoYoZo0o1o2o3o4o5o6o7o8o9oFe#g$gsjtjujEhFhvjwjxj.e^uyj!o#ozj_u`u{u/eAjBj|u}u~uavbvcvdvevfvgvhviv8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[ejvDj$o%oEjkvlvmvnvRd]eFjGjSdovpvqvKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSj'o(oTjrvsvtv_eUjVjuvvvbh}k+bAqvochAnBnCndhBqCqDqEqfb,bFqehfhgbGqHqIqwvHhylMexvJqyvIh)o*o+oJhzvAvBvCv4dNeKhLh5dDvKqEvFvOe*g+gMhWjXjYjPeNhOhZj0jSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHlXbYb`e{e|e}e~e1jaf2j,o-o3jGvHvIvbf4j5jJvKvLvgh~k-bLqhhDnEnihMqNqOqPqhb.bQqjhkhibRqSqTqqhal6derworhFnGnHnshfrgrhrirZb7djrthuh0bkrxolrmrPhQe,g-gQh6j7j8jReRhSh9j!j.g^k1b.oIn/g/o:o:g;o=o?o@o_ 2b[o;g=g` ]o^o_o`o{o|o}o~oapbpcpdpepfpSe?g@g#j$j%jThUh'j(j)jcfMv*jgphp+jNvOvPvdf,j-jQvRvSvTvUvVvWvXvYvZv0v1v/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf2v/jipjp:j3v4v5v6v+dkf;j=j,d7v8v9vXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakkplpbk!v#v$vmfckdk%v'vlhbl`bUqyomhJnKnLnnhVqWqXqYqjb{bZqohphkb0q1q2q(vnrorQ R U V _d`dekIlnf)v3qSmfkmpnpopgk*v+v,v-v{dofhkik|d}d.v~dae/v:v4q;v=vWhJlZe?v5q@vXhppqprpYh[v]v^v_vbe0eZh0hce`v6q{v|vjkKlpf}v7qTmkksptpuplk~vawbwcwdeqfmknkeedw8qewfwokLlrfgw9qUmpkvpwpxpqkhwiwjwkwfesfrkskgelw!qmwnwtkMltfow#qbmukypzpApvkpwqwrwswheufwkxkietw$quwvwykNlvfww%qcmzkBpCpDpAkxwywzwAwjewfBkCkkeBw'qCwDwDkOlxfEw(qFwEkEpFpGpFkGwHwIwJwleyfGkHkmeneKw)qLwMwIkPlzfNw*qOwJkHpIpJpKkPwQwRwSwoeAfLkMkpeqeTw+qUwVwrDVE6nWwfg7nXw8nYwZw0w1w2wWE3w4w5w6wXE7wYE8w9w!w#w$w%wZE'w0E(w)w*w+w1E,w-w.w/w:w;w=w?w@w[w]w9n^wsD2Egghg=Big_w`w{w|w}w3E~waxbxcxdx4Eexfxjgkglgmgngog!ngxpg?B@B[Bqg#nhxix5Ejxkxlxmxnxox6Elb$npxqxrxbz]Csx|Ftx3FuxeFvx4Fwx5Fxx6Fyx7FzxfFAx8FBx9FCx!FDx#FEx$FFx%FGx'FHx(FIx)FJx*FKx+FLxhCMx,FNxgFOx-FPx.FQxrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfRxSxTxYgZg0gtDUxuDVxvDWxwDXxxDYx7EZxlF0xmF1xnF2xoF3xpF4xqF5x6x7xrF8xdz9x8E!x9E#xjG$xkG%xlG'xmG(xnG)xoG*x!E+x#E,xsF-xtF.xuF/x$E:xpG;xqG=xrG?xsG@xHB[xIB]xJB^xKB_xLB`xMB{xvF|xNB}xOB~xPBayQBbyRBcyyDdyzDey5zfyADgyBDhyCDiy6zjyDDky7zlyEDmyFDnyoypyGDqyryHDsywFtySBuy%E'Evywyxyyyzy(E)E*E+EAy,EBy-ECyDyEyFy.E/EGyHy:E;E=EVkWkWBXkYkZk0k1k2kXBYBZB3k0B4k1B5k6k7k2B8k9k!k#k$k%k3B'k(k4B5B)k(B)B*k*B+B+k,kIy?EJyiCKy@E[ELy]EMyNyOy^E_E`EPyQyRySyTyUy{EVyWyXyYy|E}EZy0y1y~E2y3y4y5y6y7y8y

997 device_id = Device_resolve_device_id(device_id) 2864 ctx2a vrIDBrxFCryFDrzFErAFFrJDGromHrpmIr2lJr3lKrjCLr4lMrqmNrKDOrLDPr5lQrrmRr-mSrsmTrMDUr6lVr.mWrNDXr7lYr/mZrOD0rtm1rum2rvm3r8l4r9l5r!l6r#l7r$l8r%l9r'l!r(l#r)l$r*l%r+l'r,l(r-l)r.l*r/l+r:l,r;l-r=l.r?l/r@l:r[lPD]l;r^l=r_l?r`l@r{l[rzr]rAr^r8z_r`r6p9z{r|r!z}r#z~r$zas1h2h3hbs4h5h6h%zcsdsesBFfsgshs,qis-qjs.qks/qls:mmsQDnsCFosDFpsprqsqrrs;mss=mts?mus@mvs[mws:qxs;qys=qzs?qAs@qBs[qCs]qDs^qEsrrFsGsHsIs'zJs(zKs)zLs*zMs+zNs,zOsKpPsLpQs#f2f1e7hLfMf8hRsSsTsUsre9h!h#h$h%hVsWs$f3f2e'hNfOf(hXsYsZs0sse)h*h+h,h-h1s2s.h/h:h3s;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|h4s5s6s7ste}h~haibici8s9s'f5f4ediRfSfei!s#s$s%suefigihiiiji's(s(f6f5ekiTfUfli)s*s+s,sveminioipiqi-s.s)f7f6eriVfWfsi/s:s;s=swetiuiviwixi?s@syiziAiBiCiDiEiFiGiHiIiJi[sKiLiMiNiOiPi]s^s_s`s{s|s}s~satsrbt-zct.zRDMpdttretft_qgturhtNpitOpjtPpktQpltRpmtSpntotptqtrtTpstUpttVputWpvtEFwtFFxtXpythFztYpAtSDBtTDCtUDDtZpEtVDFtUlGtVlHtzoItAoJtdmKt]mLt^mMt`qNt{qOt|qPtMnQtNnRtOnSt}qTtPnUtQnVtRnWtSnXt~qYtarZtTn0t0p1t2t3tGF4t5tbr6t7t_m8t`m9t{m!t|m#t}m$t%t't(t)t~m*t+t,t-tQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9ibF!icF#idF$i:F.t%i|l/twm:tan;txm=tym?tzm@tTBWDAm[t}l]t*f+f;F^tvG,f@y-f-B.fkC/f:f;fUn_t=f8fFf?f9fHF@fIF!f[fwG]f^f_f`f{f|f}f~fag!B`t7pW l #BX $Bm CoY n .BZ o %n0 p 1 q 1f2 r mbnbobpbqbrbsbtbubvbwbZl3 s 4 t 5 =F6 7 ?F8 9 @F! # [F$ % ]F' ( ^F) u v w x y z A B C D E F Do* G + H Eo, I ,m- J 8p9p!p{t. 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WoXoYoZo0o1o2o3o4o5o6o7o8o9oFe#g$gsjtjujEhFhvjwjxj.e^uyj!o#ozj_u`u{u/eAjBj|u}u~uavbvcvdvevfvgvhviv8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[ejvDj$o%oEjkvlvmvnvRd]eFjGjSdovpvqvKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSj'o(oTjrvsvtv_eUjVjuvvvbh}k+bAqvochAnBnCndhBqCqDqEqfb,bFqehfhgbGqHqIqwvHhylMexvJqyvIh)o*o+oJhzvAvBvCv4dNeKhLh5dDvKqEvFvOe*g+gMhWjXjYjPeNhOhZj0jSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHlXbYb`e{e|e}e~e1jaf2j,o-o3jGvHvIvbf4j5jJvKvLvgh~k-bLqhhDnEnihMqNqOqPqhb.bQqjhkhibRqSqTqqhal6derworhFnGnHnshfrgrhrirZb7djrthuh0bkrxolrmrPhQe,g-gQh6j7j8jReRhSh9j!j.g^k1b.oIn/g/o:o:g;o=o?o@o_ 2b[o;g=g` ]o^o_o`o{o|o}o~oapbpcpdpepfpSe?g@g#j$j%jThUh'j(j)jcfMv*jgphp+jNvOvPvdf,j-jQvRvSvTvUvVvWvXvYvZv0v1v/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf2v/jipjp:j3v4v5v6v+dkf;j=j,d7v8v9vXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakkplpbk!v#v$vmfckdk%v'vlhbl`bUqyomhJnKnLnnhVqWqXqYqjb{bZqohphkb0q1q2q(vnrorQ R U V _d`dekIlnf)v3qSmfkmpnpopgk*v+v,v-v{dofhkik|d}d.v~dae/v:v4q;v=vWhJlZe?v5q@vXhppqprpYh[v]v^v_vbe0eZh0hce`v6q{v|vjkKlpf}v7qTmkksptpuplk~vawbwcwdeqfmknkeedw8qewfwokLlrfgw9qUmpkvpwpxpqkhwiwjwkwfesfrkskgelw!qmwnwtkMltfow#qbmukypzpApvkpwqwrwswheufwkxkietw$quwvwykNlvfww%qcmzkBpCpDpAkxwywzwAwjewfBkCkkeBw'qCwDwDkOlxfEw(qFwEkEpFpGpFkGwHwIwJwleyfGkHkmeneKw)qLwMwIkPlzfNw*qOwJkHpIpJpKkPwQwRwSwoeAfLkMkpeqeTw+qUwVwrDVE6nWwfg7nXw8nYwZw0w1w2wWE3w4w5w6wXE7wYE8w9w!w#w$w%wZE'w0E(w)w*w+w1E,w-w.w/w:w;w=w?w@w[w]w9n^wsD2Egghg=Big_w`w{w|w}w3E~waxbxcxdx4Eexfxjgkglgmgngog!ngxpg?B@B[Bqg#nhxix5Ejxkxlxmxnxox6Elb$npxqxrxbz]Csx|Ftx3FuxeFvx4Fwx5Fxx6Fyx7FzxfFAx8FBx9FCx!FDx#FEx$FFx%FGx'FHx(FIx)FJx*FKx+FLxhCMx,FNxgFOx-FPx.FQxrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfRxSxTxYgZg0gtDUxuDVxvDWxwDXxxDYx7EZxlF0xmF1xnF2xoF3xpF4xqF5x6x7xrF8xdz9x8E!x9E#xjG$xkG%xlG'xmG(xnG)xoG*x!E+x#E,xsF-xtF.xuF/x$E:xpG;xqG=xrG?xsG@xHB[xIB]xJB^xKB_xLB`xMB{xvF|xNB}xOB~xPBayQBbyRBcyyDdyzDey5zfyADgyBDhyCDiy6zjyDDky7zlyEDmyFDnyoypyGDqyryHDsywFtySBuy%E'Evywyxyyyzy(E)E*E+EAy,EBy-ECyDyEyFy.E/EGyHy:E;E=EVkWkWBXkYkZk0k1k2kXBYBZB3k0B4k1B5k6k7k2B8k9k!k#k$k%k3B'k(k4B5B)k(B)B*k*B+B+k,kIy?EJyiCKy@E[ELy]EMyNyOy^E_E`EPyQyRySyTyUy{EVyWyXyYy|E}EZy0y1y~E2y3y4y5y6y7y8y

998 devices = Device_ensure_tls_devices(cls) 2863 ctx2a vrIDBrxFCryFDrzFErAFFrJDGromHrpmIr2lJr3lKrjCLr4lMrqmNrKDOrLDPr5lQrrmRr-mSrsmTrMDUr6lVr.mWrNDXr7lYr/mZrOD0rtm1rum2rvm3r8l4r9l5r!l6r#l7r$l8r%l9r'l!r(l#r)l$r*l%r+l'r,l(r-l)r.l*r/l+r:l,r;l-r=l.r?l/r@l:r[lPD]l;r^l=r_l?r`l@r{l[rzr]rAr^r8z_r`r6p9z{r|r!z}r#z~r$zas1h2h3hbs4h5h6h%zcsdsesBFfsgshs,qis-qjs.qks/qls:mmsQDnsCFosDFpsprqsqrrs;mss=mts?mus@mvs[mws:qxs;qys=qzs?qAs@qBs[qCs]qDs^qEsrrFsGsHsIs'zJs(zKs)zLs*zMs+zNs,zOsKpPsLpQs#f2f1e7hLfMf8hRsSsTsUsre9h!h#h$h%hVsWs$f3f2e'hNfOf(hXsYsZs0sse)h*h+h,h-h1s2s.h/h:h3s;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|h4s5s6s7ste}h~haibici8s9s'f5f4ediRfSfei!s#s$s%suefigihiiiji's(s(f6f5ekiTfUfli)s*s+s,sveminioipiqi-s.s)f7f6eriVfWfsi/s:s;s=swetiuiviwixi?s@syiziAiBiCiDiEiFiGiHiIiJi[sKiLiMiNiOiPi]s^s_s`s{s|s}s~satsrbt-zct.zRDMpdttretft_qgturhtNpitOpjtPpktQpltRpmtSpntotptqtrtTpstUpttVputWpvtEFwtFFxtXpythFztYpAtSDBtTDCtUDDtZpEtVDFtUlGtVlHtzoItAoJtdmKt]mLt^mMt`qNt{qOt|qPtMnQtNnRtOnSt}qTtPnUtQnVtRnWtSnXt~qYtarZtTn0t0p1t2t3tGF4t5tbr6t7t_m8t`m9t{m!t|m#t}m$t%t't(t)t~m*t+t,t-tQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9ibF!icF#idF$i:F.t%i|l/twm:tan;txm=tym?tzm@tTBWDAm[t}l]t*f+f;F^tvG,f@y-f-B.fkC/f:f;fUn_t=f8fFf?f9fHF@fIF!f[fwG]f^f_f`f{f|f}f~fag!B`t7pW l #BX $Bm CoY n .BZ o %n0 p 1 q 1f2 r mbnbobpbqbrbsbtbubvbwbZl3 s 4 t 5 =F6 7 ?F8 9 @F! # [F$ % ]F' ( ^F) u v w x y z A B C D E F Do* G + H Eo, I ,m- J 8p9p!p{t. 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999  

1000 try: 2863 ctx2a vrIDBrxFCryFDrzFErAFFrJDGromHrpmIr2lJr3lKrjCLr4lMrqmNrKDOrLDPr5lQrrmRr-mSrsmTrMDUr6lVr.mWrNDXr7lYr/mZrOD0rtm1rum2rvm3r8l4r9l5r!l6r#l7r$l8r%l9r'l!r(l#r)l$r*l%r+l'r,l(r-l)r.l*r/l+r:l,r;l-r=l.r?l/r@l:r[lPD]l;r^l=r_l?r`l@r{l[rzr]rAr^r8z_r`r6p9z{r|r!z}r#z~r$zas1h2h3hbs4h5h6h%zcsdsesBFfsgshs,qis-qjs.qks/qls:mmsQDnsCFosDFpsprqsqrrs;mss=mts?mus@mvs[mws:qxs;qys=qzs?qAs@qBs[qCs]qDs^qEsrrFsGsHsIs'zJs(zKs)zLs*zMs+zNs,zOsKpPsLpQs#f2f1e7hLfMf8hRsSsTsUsre9h!h#h$h%hVsWs$f3f2e'hNfOf(hXsYsZs0sse)h*h+h,h-h1s2s.h/h:h3s;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|h4s5s6s7ste}h~haibici8s9s'f5f4ediRfSfei!s#s$s%suefigihiiiji's(s(f6f5ekiTfUfli)s*s+s,sveminioipiqi-s.s)f7f6eriVfWfsi/s:s;s=swetiuiviwixi?s@syiziAiBiCiDiEiFiGiHiIiJi[sKiLiMiNiOiPi]s^s_s`s{s|s}s~satsrbt-zct.zRDMpdttretft_qgturhtNpitOpjtPpktQpltRpmtSpntotptqtrtTpstUpttVputWpvtEFwtFFxtXpythFztYpAtSDBtTDCtUDDtZpEtVDFtUlGtVlHtzoItAoJtdmKt]mLt^mMt`qNt{qOt|qPtMnQtNnRtOnSt}qTtPnUtQnVtRnWtSnXt~qYtarZtTn0t0p1t2t3tGF4t5tbr6t7t_m8t`m9t{m!t|m#t}m$t%t't(t)t~m*t+t,t-tQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9ibF!icF#idF$i:F.t%i|l/twm:tan;txm=tym?tzm@tTBWDAm[t}l]t*f+f;F^tvG,f@y-f-B.fkC/f:f;fUn_t=f8fFf?f9fHF@fIF!f[fwG]f^f_f`f{f|f}f~fag!B`t7pW l #BX $Bm CoY n .BZ o %n0 p 1 q 1f2 r mbnbobpbqbrbsbtbubvbwbZl3 s 4 t 5 =F6 7 ?F8 9 @F! # [F$ % ]F' ( ^F) u v w x y z A B C D E F Do* G + H Eo, I ,m- J 8p9p!p{t. 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1001 return devices[device_id] 2863 ctx2a vrIDBrxFCryFDrzFErAFFrJDGromHrpmIr2lJr3lKrjCLr4lMrqmNrKDOrLDPr5lQrrmRr-mSrsmTrMDUr6lVr.mWrNDXr7lYr/mZrOD0rtm1rum2rvm3r8l4r9l5r!l6r#l7r$l8r%l9r'l!r(l#r)l$r*l%r+l'r,l(r-l)r.l*r/l+r:l,r;l-r=l.r?l/r@l:r[lPD]l;r^l=r_l?r`l@r{l[rzr]rAr^r8z_r`r6p9z{r|r!z}r#z~r$zas1h2h3hbs4h5h6h%zcsdsesBFfsgshs,qis-qjs.qks/qls:mmsQDnsCFosDFpsprqsqrrs;mss=mts?mus@mvs[mws:qxs;qys=qzs?qAs@qBs[qCs]qDs^qEsrrFsGsHsIs'zJs(zKs)zLs*zMs+zNs,zOsKpPsLpQs#f2f1e7hLfMf8hRsSsTsUsre9h!h#h$h%hVsWs$f3f2e'hNfOf(hXsYsZs0sse)h*h+h,h-h1s2s.h/h:h3s;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|h4s5s6s7ste}h~haibici8s9s'f5f4ediRfSfei!s#s$s%suefigihiiiji's(s(f6f5ekiTfUfli)s*s+s,sveminioipiqi-s.s)f7f6eriVfWfsi/s:s;s=swetiuiviwixi?s@syiziAiBiCiDiEiFiGiHiIiJi[sKiLiMiNiOiPi]s^s_s`s{s|s}s~satsrbt-zct.zRDMpdttretft_qgturhtNpitOpjtPpktQpltRpmtSpntotptqtrtTpstUpttVputWpvtEFwtFFxtXpythFztYpAtSDBtTDCtUDDtZpEtVDFtUlGtVlHtzoItAoJtdmKt]mLt^mMt`qNt{qOt|qPtMnQtNnRtOnSt}qTtPnUtQnVtRnWtSnXt~qYtarZtTn0t0p1t2t3tGF4t5tbr6t7t_m8t`m9t{m!t|m#t}m$t%t't(t)t~m*t+t,t-tQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9ibF!icF#idF$i:F.t%i|l/twm:tan;txm=tym?tzm@tTBWDAm[t}l]t*f+f;F^tvG,f@y-f-B.fkC/f:f;fUn_t=f8fFf?f9fHF@fIF!f[fwG]f^f_f`f{f|f}f~fag!B`t7pW l #BX $Bm CoY n .BZ o %n0 p 1 q 1f2 r mbnbobpbqbrbsbtbubvbwbZl3 s 4 t 5 =F6 7 ?F8 9 @F! # [F$ % ]F' ( ^F) u v w x y z A B C D E F Do* G + H Eo, I ,m- J 8p9p!p{t. K )Axb*AabDB/ L /B: M Fo; N xrybyrzb^CAb_CBb`CCb{CDb'nJF|tKF}tLF~tMFauNFbuOFcudu2pcrFmGmiFXDPFYD|CZDaG0D_BeubG1D}C2D:BcG3DdG4DBo/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'A.A%B~C5DeG6DUB7D2zVBZmbbamjFfuHm8DguQF9DRFhuSFiuTF!DUFjuVFku2mluWFmuXFnuYFouZFpu0F#D1F$D2F%DVmqu`B{B|B}B~BaCbC#pcCdCeCfCgC$pNkOk'Bb (nxe0myePkQkRkruSkTkUk%p'p(p)p*p+p,p-p.p/p:p;p=p?p@p[p]p^p_p`pyG{psucbEBFBYl'D(D)D*D+D;B,D/A|b:A;A=A}b?A@A[Anz]A^A_A`A{A|A}A~b~AaBbBcBdBeBfBgBhBaciBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdglCGBnmmC)nnC*noCll[y.Dtuuuvu/Dwu+npC,n-nqC.n/n:n;n=nrCsCtC?nuCvCwCxCyCzC@n[nACBCCCDCECFC]n^nGCHCICJCKC_n`nLCMCNCOCPCQCRCSC{nTC|nUC}nVC~nWCaobocoXCdoYCZC0C1C2C3C4C5C6C7Ceofogohoiojo8C9C!C#Cko$Clo%Cmonooo'C(C)Cpo*C+C,C-C.C/Cqoro:Cso;CBmXffG1pQlxu|pgGczhG'i_F:D;DwrYfbn=D3m?Dcnyudr@D3p[Ddnzuen]DWl^Dvn_Dwn`Dfm{DiG(A|D(iAuWmBuvhCu4m}D)i~D5mDu*iEu6maE+ibE7mcE,iFuXmdE+meE8mfE-igEfnhE]yiE9mGu^yHugnjE_yIuhnkE`yJuinKukBlEjnmE{ynE!moE|ypEknqE}yLulnrE.isE#mtEwhuEmnMu/ivEnnwE:iNuonxE;iyEpnOu=izE$mAEklBEqnCE?iDE@iEErnPusnQuYmFE%mGE'mHE[i=Ctouo1mZf0f(mIEXlJEk 7e~yKE~lLEgmMEazNEOEPEQERuze8e9e,BREAe4p}p~paqbqcqdqeqfqgqhqiqjqkqVnSuIckFJctnTuKcunUuLc`FMc{FNc`gVuOcegWnWuXnXuYnYuZnZu0n0u1n1u2n2u3n3u4n4u5n5uPcQcRcScTc3zUcVcWcXcYcZc0c:k6u;k7uWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;cSE=cTE?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdUEldbDmdcDnddDodeDpdfDqdgD4zhDrdiDsdjDtdkDudlDvdmDwdnDxdoDydpDzdqDAdBd?CEbFb@C5b]i[CGb^iml!e8ulqmq_iGoHoIo`i9u!u#u$uCd#e{i|iDd%unq'u(unlEdoq}iol$e)upqIm~iJoKoLoaj*u+u,u-uFd%ebjcjGd.uqq/u:uBe2g3gxhdjejfjCeyhzhgjhjHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxlMbNb'e(e)e*e+eij,ejjMoNokj;u=u?u-eljmj@u[u]u{g|k6brq|gxnyn}gsqtquqvqdb7bwq~gahebxqyqzqGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmAhDe4g5gBhnjojpjEeChDhqjrj6g@kObOozn7gPoQo8gRoSoToUo= PbVo9g!g? WoXoYoZo0o1o2o3o4o5o6o7o8o9oFe#g$gsjtjujEhFhvjwjxj.e^uyj!o#ozj_u`u{u/eAjBj|u}u~uavbvcvdvevfvgvhviv8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[ejvDj$o%oEjkvlvmvnvRd]eFjGjSdovpvqvKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSj'o(oTjrvsvtv_eUjVjuvvvbh}k+bAqvochAnBnCndhBqCqDqEqfb,bFqehfhgbGqHqIqwvHhylMexvJqyvIh)o*o+oJhzvAvBvCv4dNeKhLh5dDvKqEvFvOe*g+gMhWjXjYjPeNhOhZj0jSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHlXbYb`e{e|e}e~e1jaf2j,o-o3jGvHvIvbf4j5jJvKvLvgh~k-bLqhhDnEnihMqNqOqPqhb.bQqjhkhibRqSqTqqhal6derworhFnGnHnshfrgrhrirZb7djrthuh0bkrxolrmrPhQe,g-gQh6j7j8jReRhSh9j!j.g^k1b.oIn/g/o:o:g;o=o?o@o_ 2b[o;g=g` ]o^o_o`o{o|o}o~oapbpcpdpepfpSe?g@g#j$j%jThUh'j(j)jcfMv*jgphp+jNvOvPvdf,j-jQvRvSvTvUvVvWvXvYvZv0v1v/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf2v/jipjp:j3v4v5v6v+dkf;j=j,d7v8v9vXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakkplpbk!v#v$vmfckdk%v'vlhbl`bUqyomhJnKnLnnhVqWqXqYqjb{bZqohphkb0q1q2q(vnrorQ R U V _d`dekIlnf)v3qSmfkmpnpopgk*v+v,v-v{dofhkik|d}d.v~dae/v:v4q;v=vWhJlZe?v5q@vXhppqprpYh[v]v^v_vbe0eZh0hce`v6q{v|vjkKlpf}v7qTmkksptpuplk~vawbwcwdeqfmknkeedw8qewfwokLlrfgw9qUmpkvpwpxpqkhwiwjwkwfesfrkskgelw!qmwnwtkMltfow#qbmukypzpApvkpwqwrwswheufwkxkietw$quwvwykNlvfww%qcmzkBpCpDpAkxwywzwAwjewfBkCkkeBw'qCwDwDkOlxfEw(qFwEkEpFpGpFkGwHwIwJwleyfGkHkmeneKw)qLwMwIkPlzfNw*qOwJkHpIpJpKkPwQwRwSwoeAfLkMkpeqeTw+qUwVwrDVE6nWwfg7nXw8nYwZw0w1w2wWE3w4w5w6wXE7wYE8w9w!w#w$w%wZE'w0E(w)w*w+w1E,w-w.w/w:w;w=w?w@w[w]w9n^wsD2Egghg=Big_w`w{w|w}w3E~waxbxcxdx4Eexfxjgkglgmgngog!ngxpg?B@B[Bqg#nhxix5Ejxkxlxmxnxox6Elb$npxqxrxbz]Csx|Ftx3FuxeFvx4Fwx5Fxx6Fyx7FzxfFAx8FBx9FCx!FDx#FEx$FFx%FGx'FHx(FIx)FJx*FKx+FLxhCMx,FNxgFOx-FPx.FQxrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfRxSxTxYgZg0gtDUxuDVxvDWxwDXxxDYx7EZxlF0xmF1xnF2xoF3xpF4xqF5x6x7xrF8xdz9x8E!x9E#xjG$xkG%xlG'xmG(xnG)xoG*x!E+x#E,xsF-xtF.xuF/x$E:xpG;xqG=xrG?xsG@xHB[xIB]xJB^xKB_xLB`xMB{xvF|xNB}xOB~xPBayQBbyRBcyyDdyzDey5zfyADgyBDhyCDiy6zjyDDky7zlyEDmyFDnyoypyGDqyryHDsywFtySBuy%E'Evywyxyyyzy(E)E*E+EAy,EBy-ECyDyEyFy.E/EGyHy:E;E=EVkWkWBXkYkZk0k1k2kXBYBZB3k0B4k1B5k6k7k2B8k9k!k#k$k%k3B'k(k4B5B)k(B)B*k*B+B+k,kIy?EJyiCKy@E[ELy]EMyNyOy^E_E`EPyQyRySyTyUy{EVyWyXyYy|E}EZy0y1y~E2y3y4y5y6y7y8y

1002 except IndexError: 2 ctx2cGdG

1003 raise ValueError(f"device_id must be within [0, {len(devices)}), got {device_id}") from None 2 ctx2cGdG

1004  

1005 def _check_context_initialized(self) -> None: (empty)

1006 if not self._has_inited: 816 ctx2IDxFyFzFAFJDompm2l3ljC4lqmKDLD5lrm-msmMD6l.mND7l/mODtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lBF,q-q.q/q:mQDCFDF;m=m?m@m[m:q;q=q?q@q[q]q^qLfMfNfOfPfQfRfSfTfUfVfWf_qEFFFhFYpSDTDUDZpVDUlVldm]m^mMnNnOnPnQnRnSnTnGF_m`m{m|m}m~mUGVGWG2G3G4Ghm)mimjmkm*mlmmmCmDmEmXGYGZGbFcFdF|lwmanxmymzmTBAm}l7G8GKHLH9GMHNHHFIF!G#GOHPHQHRHSH!BUHVHWHXHYHZH0H1H2H3H4H5H1f6Hoz7HAGBGCGDGEGFGGGHG6G8H9H!H#H$H%H'H(H)H*H+H,H-H.H/H:H;H=H?H@H[H]H^H_H`H{H|H}H~HaIbIcIdIeIfIgI,mhItGiI{tjIaFkI)A*ADBlIzGmInIoIpIqIxryr^C_C`C{CJFKFLFMFNFOFFmGmiFPFZmbbamjFHm8DQFRFSFTFUFVF2mWFXFYFZF0F1F2FVm`B{B|B}B~BaCbC#pcCdCeCfCgC'B(n0mcbEBFBYl;BGBnmll[yrIsI$GtI%GuIvI'G(GwIxIyI)GzI*G+G,G-G.G/G:G;G=GAI?G@G[G]GBI^G_GCIDIEIFI`GGI{GHIII|G}GJIKILI~GMIaHbHcHdHeHfHgHhHiHNIjHkHlHmHOInHoHPIQIRISIpHTIqHUIVIrHsHWIXIYItHZIuHvHwHxHyHzHAHBHCH0IDHEHFHGH1IHHIH2I3IQlWlvnwnfm0G1mXlk 7eOEQE`g:k;kPGmllqGoHoIonqnloqolpqJoKoLoqq2g3gHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxlMbNbMoNo{g|k6brq|gxnyn}gsqtquqvqdb7bwq~gahebxqyqzq1g0lRlSlTl1l4g5g6g@kObOozn7gPoQo8gRoSoToUo= PbVo9g!g? WoXoYoZo0o1o2o3o4o5o6o7o8o9o#g$g!o#o@ [ QbRb$o%o%g'g(g)g] ^ 'o(obh}k+bAqvochAnBnCndhBqCqDqEqfb,bFqehfhgbGqHqIqylJq)o*o+oKq*g+gSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHlXbYb,o-ogh~k-bLqhhDnEnihMqNqOqPqhb.bQqjhkhibRqSqTqalwoFnGnHnxo,g-g.g^k1b.oIn/g/o:o:g;o=o?o@o_ 2b[o;g=g` ]o^o_o`o{o|o}o~oapbpcpdpepfp?g@ggphp{ | 3b4bipjp[g]g^g_g} ~ kplplhbl`bUqyomhJnKnLnnhVqWqXqYqjb{bZqohphkb0q1q2qQ R U V Il3qmpnpop4qJl5qppqprp6qKl7qsptpup8qLl9qvpwpxp!qMl#qypzpAp$qNl%qBpCpDp'qOl(qEpFpGp)qPl*qHpIpJp+q3FeF4F5F6F7FfF8F9F!F#F$F%F'F(F)F*F+F,FgF-F.FtDuDvDwDxD7ElFmFnFoFpFqF6xrFdz8E9E!E#EsFtFuF$EvFyDzD5zADBDCD6zDD7zEDFDGDHDwFSB5G

1007 raise CUDAError( 

1008 f"Device {self._device_id} is not yet initialized, perhaps you forgot to call .set_current() first?" 

1009 ) 

1010  

1011  

1012 @classmethod (empty)

1013 def get_all_devices(cls) -> tuple[Device, ...]: 

1014 """ 

1015 Query the available device instances. 

1016  

1017 Returns 

1018 ------- 

1019 tuple of Device 

1020 A tuple containing instances of available devices. 

1021 """ 

1022 from cuda.core import system 38 ctx26pFf8p9p!p'n:B|p}p~paqbqcqdqeqfqgqhqiqjqkqbDcDdDeDfDgDhDiDjDkDlDmDnDoDpDqDbz

1023 total = system.get_num_devices() 38 ctx26pFf8p9p!p'n:B|p}p~paqbqcqdqeqfqgqhqiqjqkqbDcDdDeDfDgDhDiDjDkDlDmDnDoDpDqDbz

1024 return tuple(cls(device_id) for device_id in range(total)) 38 ctx26pFf8p9p!p'n:B|p}p~paqbqcqdqeqfqgqhqiqjqkqbDcDdDeDfDgDhDiDjDkDlDmDnDoDpDqDbz

1025  

1026 def to_system_device(self) -> 'cuda.core.system.Device': (empty)

1027 """ 

1028 Get the corresponding :class:`cuda.core.system.Device` (which is used 

1029 for NVIDIA Management Library (NVML) access) for this 

1030 :class:`cuda.core.Device` (which is used for CUDA access). 

1031  

1032 The devices are mapped to one another by their UUID. 

1033  

1034 Returns 

1035 ------- 

1036 cuda.core.system.Device 

1037 The corresponding system-level device instance used for NVML access. 

1038 """ 

1039 from cuda.core.system._system import CUDA_BINDINGS_NVML_IS_COMPATIBLE 1 ctx22z

1040  

1041 if not CUDA_BINDINGS_NVML_IS_COMPATIBLE: 1 ctx22z

1042 raise RuntimeError( 

1043 "cuda.core.system.Device requires cuda-bindings 12.9.6+ for CUDA 12.x, or cuda-bindings 13.2.0+ for CUDA 13.x" 

1044 ) 

1045  

1046 from cuda.core.system import Device as SystemDevice 1 ctx22z

1047 return SystemDevice(uuid=self.uuid) 1 ctx22z

1048  

1049 @property (empty)

1050 def device_id(self) -> int: 

1051 """Return device ordinal.""" 

1052 return self._device_id 384 ctx2zrAr#f2f$f3f%f4f'f5f(f6f)f7fUlVlzoAodm`q{q|qMnNnOn}qPnQnRnSn~qarTnbrUGVGWG2G3G4Ghm)mimjmkm*mlmmmCmDmEmXGYGZGbFcFdF:F6I7G8G;FvG@y-BkC7IKHLH9GMHNHwG!G#G7pW QG#BX $BCoY IG.BZ JG%n0 xG1 1f2 Zl3 4 5 =F6 7 ?F8 9 @F! # [F$ % ]F' ( ^F) Do* KGLG+ MGEo, NG,m- tG{t. )A*ADB/ /B: Fo; xryr^C_C`C{CcrFmGm:BUB7DVB'B(n0myGll[yBmXffGQlgGhG_FYfdrvnwn(A(iWmvh4m)i5m*i6m+i7m,iXm+m8m-i@iYm0GZfOEQEze8e9e,BAekFtnun`F{F`g:k;k9y!y#y$y%y'y(y)y*y+y,y-y.y/y:y;y=y?ybDcDdDeDfDgDhDiDjDkDlDmDnDoDpDqD?COG@C5b[CmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblnrorQ R IlJlKlLlMlNlOlPlhC6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zTH8I9I!I#I$I%I'I(I)I*I+I,I-I.I/I:I;I=I?I@I[I]I^I_IVkWkWBXkYkZk0k1k2kXBYBZB3k0B4k1B5k6k7k2B8k9k!k#k$k%k3B'k(k4B5B)k*k+k,kiC`I5G

1053  

1054 @property (empty)

1055 def pci_bus_id(self) -> str: 

1056 """Return a PCI Bus Id string for this device.""" 

1057 bus_id = handle_return(runtime.cudaDeviceGetPCIBusId(13, self._device_id)) 3 ctx2'n7D2z

1058 return bus_id[:12].decode() 3 ctx2'n7D2z

1059  

1060 def can_access_peer(self, peer: Device | int) -> bool: (empty)

1061 """Check if this device can access memory from the specified peer device. 

1062  

1063 Queries whether peer-to-peer memory access is supported between this 

1064 device and the specified peer device. 

1065  

1066 Parameters 

1067 ---------- 

1068 peer : Device | int 

1069 The peer device to check accessibility to. Can be a :obj:`~_device.Device` object or device ID. 

1070 """ 

1071 peer = Device(peer) 

1072 cdef int d1 = <int> self.device_id 

1073 cdef int d2 = <int> peer.device_id 

1074 if d1 == d2: 

1075 return True 

1076 cdef int value = 0 

1077 with nogil: 

1078 HANDLE_RETURN(cydriver.cuDeviceCanAccessPeer(&value, d1, d2)) 

1079 return bool(value) 

1080  

1081 @property (empty)

1082 def uuid(self) -> str: 

1083 """Return a UUID for the device. 

1084  

1085 Returns 16-octets identifying the device. If the device is in 

1086 MIG mode, returns its MIG UUID which uniquely identifies the 

1087 subscribed MIG compute instance. 

1088  

1089 Note 

1090 ---- 

1091 MIG UUID is only returned when device is in MIG mode and the 

1092 driver is older than CUDA 11.4. 

1093  

1094 The UUID is cached after first access to avoid repeated CUDA API calls. 

1095  

1096 """ 

1097 cdef cydriver.CUuuid uuid 

1098 cdef cydriver.CUdevice dev 

1099 cdef bytes uuid_b 

1100 cdef str uuid_hex 

1101  

1102 if self._uuid is None: 144 ctx2@y-BkCW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb'n|C_B}C~C2zVB(ivh)i*i+i,i+m-i.iwh/i:i;i=ikl?i@ik ~lgmEbFb5bGbImGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmQ R U V TmUmbmcm

1103 dev = self._device_id 144 ctx2@y-BkCW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb'n|C_B}C~C2zVB(ivh)i*i+i,i+m-i.iwh/i:i;i=ikl?i@ik ~lgmEbFb5bGbImGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmQ R U V TmUmbmcm

1104 with nogil: 144 ctx2@y-BkCW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb'n|C_B}C~C2zVB(ivh)i*i+i,i+m-i.iwh/i:i;i=ikl?i@ik ~lgmEbFb5bGbImGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmQ R U V TmUmbmcm

1105 IF CUDA_CORE_BUILD_MAJOR == 12: 

1106 HANDLE_RETURN(cydriver.cuDeviceGetUuid_v2(&uuid, dev)) 

1107 ELSE: # 13.0+ 

1108 HANDLE_RETURN(cydriver.cuDeviceGetUuid(&uuid, dev)) 144 ctx2@y-BkCW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb'n|C_B}C~C2zVB(ivh)i*i+i,i+m-i.iwh/i:i;i=ikl?i@ik ~lgmEbFb5bGbImGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmQ R U V TmUmbmcm

1109 uuid_b = cpython.PyBytes_FromStringAndSize(uuid.bytes, sizeof(uuid.bytes)) 144 ctx2@y-BkCW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb'n|C_B}C~C2zVB(ivh)i*i+i,i+m-i.iwh/i:i;i=ikl?i@ik ~lgmEbFb5bGbImGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmQ R U V TmUmbmcm

1110 uuid_hex = uuid_b.hex() 144 ctx2@y-BkCW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb'n|C_B}C~C2zVB(ivh)i*i+i,i+m-i.iwh/i:i;i=ikl?i@ik ~lgmEbFb5bGbImGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmQ R U V TmUmbmcm

1111 # 8-4-4-4-12 

1112 self._uuid = f"{uuid_hex[:8]}-{uuid_hex[8:12]}-{uuid_hex[12:16]}-{uuid_hex[16:20]}-{uuid_hex[20:]}" 144 ctx2@y-BkCW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb'n|C_B}C~C2zVB(ivh)i*i+i,i+m-i.iwh/i:i;i=ikl?i@ik ~lgmEbFb5bGbImGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmQ R U V TmUmbmcm

1113 return self._uuid 144 ctx2@y-BkCW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb'n|C_B}C~C2zVB(ivh)i*i+i,i+m-i.iwh/i:i;i=ikl?i@ik ~lgmEbFb5bGbImGf1gS Jm0lHfRlSlTlIfKmLmMmNmO T OmJfKfP Pm1lQmRmQ R U V TmUmbmcm

1114  

1115 @property (empty)

1116 def name(self) -> str: 

1117 """Return the device name.""" 

1118 # Use 256 characters to be consistent with CUDA Runtime 

1119 cdef int LENGTH = 256 44 ctx2@y7pQG#B$BCoIG.BJG%nxG1fozAGBGCGDGEGFGGGHGZl/FDoKGLGMGEoNG,mtG{taF)A*ADBzG/BSGFoTG.AUBSm

1120 cdef bytes name = bytes(LENGTH) 44 ctx2@y7pQG#B$BCoIG.BJG%nxG1fozAGBGCGDGEGFGGGHGZl/FDoKGLGMGEoNG,mtG{taF)A*ADBzG/BSGFoTG.AUBSm

1121 cdef char* name_ptr = name 44 ctx2@y7pQG#B$BCoIG.BJG%nxG1fozAGBGCGDGEGFGGGHGZl/FDoKGLGMGEoNG,mtG{taF)A*ADBzG/BSGFoTG.AUBSm

1122 cdef cydriver.CUdevice this_dev = self._device_id 44 ctx2@y7pQG#B$BCoIG.BJG%nxG1fozAGBGCGDGEGFGGGHGZl/FDoKGLGMGEoNG,mtG{taF)A*ADBzG/BSGFoTG.AUBSm

1123 with nogil: 44 ctx2@y7pQG#B$BCoIG.BJG%nxG1fozAGBGCGDGEGFGGGHGZl/FDoKGLGMGEoNG,mtG{taF)A*ADBzG/BSGFoTG.AUBSm

1124 HANDLE_RETURN(cydriver.cuDeviceGetName(name_ptr, LENGTH, this_dev)) 44 ctx2@y7pQG#B$BCoIG.BJG%nxG1fozAGBGCGDGEGFGGGHGZl/FDoKGLGMGEoNG,mtG{taF)A*ADBzG/BSGFoTG.AUBSm

1125 name = name.split(b"\0")[0] 44 ctx2@y7pQG#B$BCoIG.BJG%nxG1fozAGBGCGDGEGFGGGHGZl/FDoKGLGMGEoNG,mtG{taF)A*ADBzG/BSGFoTG.AUBSm

1126 return name.decode() 44 ctx2@y7pQG#B$BCoIG.BJG%nxG1fozAGBGCGDGEGFGGGHGZl/FDoKGLGMGEoNG,mtG{taF)A*ADBzG/BSGFoTG.AUBSm

1127  

1128 @property (empty)

1129 def properties(self) -> DeviceProperties: 

1130 """Return a :obj:`~_device.DeviceProperties` class with information about the device.""" 

1131 if self._properties is None: 1405 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmTBAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcrBo/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl'D*D;B/A|b:A;A=A}b?A@A[Anz]A^A_A`A{A|A}A~b~AaBbBcBdBeBfBgBhBaciBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(A(iWmvh4m)i5m*i6m+i7m,iXm+m8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9e,BAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTc3zUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;cSE=cTE?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdUEldmdndodpdqd4zrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqerD6nfg7n8n9nsDgghg=Bigjgkglgmgngog!npg?B@B[Bqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

1132 self._properties = DeviceProperties._init(self._device_id) 1159 ctx2a ompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiViWiXiYiZi0i1i2i3i4i5i6i7i8i9i!i#i$i%i|lwmanxmymzmAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 2 r mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDbBocldl-kel_k.kfl`kglhlil{kemjl/kbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQl'iYfbn3mcndnenWlfm(iWmvh4m)i5m*i6m+i7m,iXm8m-ifn]y9m^ygn_yhn`yinjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9eAeVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nbzrgsgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

1133  

1134 return self._properties 1405 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{lzrAr8z9z!z#z$z1h2h3h4h5h6h%z,q-q.q/q:mprqr;m=m?m@m[m:q;q=q?q@q[q]q^qrr'z(z)z*z+z,zKpLp#f2f1e7hLfMf8hre9h!h#h$h%h$f3f2e'hNfOf(hse)h*h+h,h-h.h/h:h;h=h?h@h[h]h^h_h`h%f4f3e{hPfQf|hte}h~haibici'f5f4ediRfSfeiuefigihiiiji(f6f5ekiTfUfliveminioipiqi)f7f6eriVfWfsiwetiuiviwixiyiziAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPisr-z.zMptr_qurNpOpPpQpRpSpTpUpVpWpXpYpZpUlVlzoAodm]m^m`q{q|qMnNnOn}qPnQnRnSn~qarTn0pbr_m`m{m|m}m~mQiRiSiTiUiVihmWi)mXiimYijmZikm0i*m1ilm2imm3iCm4iDm5iEm6i7i8i9i!i#i$i%i|lwmanxmymzmTBAm}l*f+f,f-f.f/f:f;fUn=f8fFf?f9f@f!f[f]f^f_f`f{f|f}f~fagW l X m Y n Z o 0 p 1 q 1f2 ozr mbnbobpbqbrbsbtbubvbwb3 s 4 t 5 6 7 8 9 ! # $ % ' ( ) u v w x y z A B C D E F * G + H , I - J . K xbab/ L : M ; N ybzbAbBbCbDb2pcrBo/z:zcl;zpzezqz6B=z?z@z7Brz[zdl]z^zfz-k_zel_k`z{zsz|zgz}z~zaAbAtzhzuzizvzwzxzcAyzzz.kdAjzeAfA8BgAhAiAjAkAlAmAnAoApAflqArAsAAztABzCzuAvADzwAxAyAEzFzzAAABACADAGzHzEAIzFAGAJzHAIAJAKAKzLzLAMANAOA`kMzglPANzQAOzRAPzQzRzSATAUAVA9BWAXAhlYAilZA0A1A2Akz3Alz4A5A6A{kSzemTzUz7A8AVz9A!Amz#A$Ajl/k%A'Abb2mVmb xeye]B^BcbYl'D*D;B/A|b:A;A=A}b?A@A[Anz]A^A_A`A{A|A}A~b~AaBbBcBdBeBfBgBhBaciBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcbgcgdgBmXf1pQlcz'iwrYfbn3mcndr3pdnenWlvnwnfm(A(iWmvh4m)i5m*i6m+i7m,iXm+m8m-ifn]y9m^ygn_yhn`yinkBjn{y!m|ykn}yln.i#mwhmn/inn:ion;ipn=i$mklqn?i@irnsnYm%m'm[iZf0f(mXlk 7e~y~lgmazze8e9e,BAe4pVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTc3zUcVcWcXcYcZc0c:k;kWz1cXz2cYz3cZz4c0z5c1z6c9y7c!y8c#y9c$y!c%y#c'y$c(y%c)y'c*y(c+y)c,y*c-y+c.y,c/y-c:y.c;y/c=y:c?y;cSE=cTE?c+A@clB[cmB]cnB^coB_cpB`cqB{c,A|crB}csB~ctBaduBbdvBcdwBdd-AedxBfdyBgdzBhdABidBBjdCBkdUEldmdndodpdqd4zrdsdtdudvdwdxdydzdAdBdEbFb5b]iGb^i!e_i`iCd#e{i|iDdEd}i$e~iajFd%ebjcjGdBe2g3gxhdjejfjCeyhzhgjhjHbg IbJbc h KbLbd MbNb'e(e)e*e+eij,ejjkj-eljmj{g6b|g}gdb7b~gahebGfS HfIfO T JfKfP AhDe4g5gBhnjojpjEeChDhqjrj6gOb7g8g= Pb9g!g? Fe#g$gsjtjujEhFhvjwjxj.eyjzj/eAjBj8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@eCj[eDjEjRd]eFjGjSdKe%g'gHjIjJjKjLjLe(g)gMjNjOjGhPjQj%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dRj^eSjTj_eUjVjbh+bchdhfb,behfhgbHhMeIhJh4dNeKhLh5dOe*g+gMhWjXjYjPeNhOhZj0jSbi TbUbe j VbWbf XbYb`e{e|e}e~e1jaf2j3jbf4j5jgh-bhhihhb.bjhkhibqh6drhshZb7dthuh0bPhQe,g-gQh6j7j8jReRhSh9j!j.g1b/g:g_ 2b;g=g` Se?g@g#j$j%jThUh'j(j)jcf*j+jdf,j-j/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfif.jjf/j:j+dkf;j=j,dXe[g]g?j@j[j]j^jYe^g_g_j`j{jVh|j}j@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^d~jlfakbkmfckdklh`bmhnhjb{bohphkbQ R U V _d`deknffkgk{dofhkik|d}d~daeWhZeXhYhbe0eZh0hcejkpfkklkdeqfmknkeeokrfpkqkfesfrkskgetktfukvkheufwkxkieykvfzkAkjewfBkCkkeDkxfEkFkleyfGkHkmeneIkzfJkKkoeAfLkMkpeqerD6nfg7n8n9nsDgghg=Bigjgkglgmgngog!npg?B@B[Bqg#nlb$nbzrg5psgtgugvgwgxgygzgAgBgCgDgEgFgGgHgIgJgKgLgMgNgOgPgQgRgSgTgUgVgWgXgBfCfDfEfYgZg0g

1135  

1136 @property (empty)

1137 def resources(self) -> DeviceResources: 

1138 """Return the hardware resource query namespace for this device.""" 

1139 if self._resources is None: 33 ctx2$pNkOkb xeyePkQkRkSkTkUk%p'p(p)p*p+p,p-p.p/p:p;p=p?p@p[p]p^p_p`p{p

1140 self._resources = DeviceResources._init(self._device_id) 33 ctx2$pNkOkb xeyePkQkRkSkTkUk%p'p(p)p*p+p,p-p.p/p:p;p=p?p@p[p]p^p_p`p{p

1141 return self._resources 33 ctx2$pNkOkb xeyePkQkRkSkTkUk%p'p(p)p*p+p,p-p.p/p:p;p=p?p@p[p]p^p_p`p{p

1142  

1143 @property (empty)

1144 def compute_capability(self) -> ComputeCapability: 

1145 """Return a named tuple with 2 fields: major and minor.""" 

1146 cdef DeviceProperties prop = self.properties 566 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{l:mprqr;m=m?m@m[mrrKpLp1ere2ese3ete4eue5eve6ewesrMptrurNpOpPpQpRpSpTpUpVpWpXpUlVlzoAodm]m^m0p_m`m{m|m}m~mhm)mimjmkm*mlmmmCmDmEm|lwmanxmymzmTBAm}l1foz2pcrbb2mVmb xeye]B^BcbYl'D*D;B/A|b:A;A=A}b?A@A[Anz]A^A_A`A{A|A}A~b~AaBbBcBdBeBfBgBhBaciBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTc3zUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;cSE=cTE?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdUEldmdndodpdqd4zrdsdtdudvdwdxdydzdAdBd!eCd#eDdEd$eFd%eGdBeCeg c h d MbNb'e(e)e*e+e,e-e6bdb7bebS O T P DeEeOb= Pb? Fe.e/e8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@e[eRd]eSdKeLe%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3d^e_e+bfb,bgbMe4dNe5dOePei e j f XbYb`e{e|e}e~eafbf-bhb.bib6dZb7d0bQeRe1b_ 2b` Secfdf/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfifjf+dkf,dXeYe@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^dlfmf`bjb{bkb_d`dnf{dof|d}d~daeZebe0ecepfdeqfeerffesfgetfheufievfjewfkexfleyfmenezfoeAfpeqerD6nfg7n8n9nsDgghg=Bigjgkglgmgngog!npg?B@B[Bqg#nlb$nBfCfDfEf

1147 cached = prop._cache.get("compute_capability") 566 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{l:mprqr;m=m?m@m[mrrKpLp1ere2ese3ete4eue5eve6ewesrMptrurNpOpPpQpRpSpTpUpVpWpXpUlVlzoAodm]m^m0p_m`m{m|m}m~mhm)mimjmkm*mlmmmCmDmEm|lwmanxmymzmTBAm}l1foz2pcrbb2mVmb xeye]B^BcbYl'D*D;B/A|b:A;A=A}b?A@A[Anz]A^A_A`A{A|A}A~b~AaBbBcBdBeBfBgBhBaciBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTc3zUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;cSE=cTE?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdUEldmdndodpdqd4zrdsdtdudvdwdxdydzdAdBd!eCd#eDdEd$eFd%eGdBeCeg c h d MbNb'e(e)e*e+e,e-e6bdb7bebS O T P DeEeOb= Pb? Fe.e/e8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@e[eRd]eSdKeLe%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3d^e_e+bfb,bgbMe4dNe5dOePei e j f XbYb`e{e|e}e~eafbf-bhb.bib6dZb7d0bQeRe1b_ 2b` Secfdf/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfifjf+dkf,dXeYe@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^dlfmf`bjb{bkb_d`dnf{dof|d}d~daeZebe0ecepfdeqfeerffesfgetfheufievfjewfkexfleyfmenezfoeAfpeqerD6nfg7n8n9nsDgghg=Bigjgkglgmgngog!npg?B@B[Bqg#nlb$nBfCfDfEf

1148 if cached is not None: 566 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{l:mprqr;m=m?m@m[mrrKpLp1ere2ese3ete4eue5eve6ewesrMptrurNpOpPpQpRpSpTpUpVpWpXpUlVlzoAodm]m^m0p_m`m{m|m}m~mhm)mimjmkm*mlmmmCmDmEm|lwmanxmymzmTBAm}l1foz2pcrbb2mVmb xeye]B^BcbYl'D*D;B/A|b:A;A=A}b?A@A[Anz]A^A_A`A{A|A}A~b~AaBbBcBdBeBfBgBhBaciBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTc3zUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;cSE=cTE?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdUEldmdndodpdqd4zrdsdtdudvdwdxdydzdAdBd!eCd#eDdEd$eFd%eGdBeCeg c h d MbNb'e(e)e*e+e,e-e6bdb7bebS O T P DeEeOb= Pb? Fe.e/e8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@e[eRd]eSdKeLe%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3d^e_e+bfb,bgbMe4dNe5dOePei e j f XbYb`e{e|e}e~eafbf-bhb.bib6dZb7d0bQeRe1b_ 2b` Secfdf/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfifjf+dkf,dXeYe@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^dlfmf`bjb{bkb_d`dnf{dof|d}d~daeZebe0ecepfdeqfeerffesfgetfheufievfjewfkexfleyfmenezfoeAfpeqerD6nfg7n8n9nsDgghg=Bigjgkglgmgngog!npg?B@B[Bqg#nlb$nBfCfDfEf

1149 return cached 344 ctx2a hm)mimjmkm*mlmmmCmDmEmTB2pVmb xeyeYl'D*D;B/A:A;A=A?A@A[Anz]A^A_A`A{A|A}A~AaBbBcBdBeBfBgBhBiBjBaDbcccdc-DecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTc3zUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;cSE=cTE?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdUEldmdndodpdqd4zrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdc d dbebO P = ? 8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeRdSd%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dfbgbMe4dNe5de f hbibZb0b_ ` /b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe+d,d@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^djbkb_d`d{d|d}d~daeZebe0ecedeeefegeheiejekelemeneoepeqerD6nfg7n8n9nsDgghg=Bigjgkglgmgngog!npg?B@B[Bqg#nlb$n

1150 cc = ComputeCapability(prop.compute_capability_major, prop.compute_capability_minor) 522 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{l:mprqr;m=m?m@m[mrrKpLp1ere2ese3ete4eue5eve6ewesrMptrurNpOpPpQpRpSpTpUpVpWpXpUlVlzoAodm]m^m0p_m`m{m|m}m~mhm)mimjmkm*mlmmmCmDmEm|lwmanxmymzmAm}l1foz2pcrbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBd!eCd#eDdEd$eFd%eGdBeCeg c h d MbNb'e(e)e*e+e,e-e6bdb7bebS O T P DeEeOb= Pb? Fe.e/e8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@e[eRd]eSdKeLe%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3d^e_e+bfb,bgbMe4dNe5dOePei e j f XbYb`e{e|e}e~eafbf-bhb.bib6dZb7d0bQeRe1b_ 2b` Secfdf/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfifjf+dkf,dXeYe@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^dlfmf`bjb{bkb_d`dnf{dof|d}d~daeZebe0ecepfdeqfeerffesfgetfheufievfjewfkexfleyfmenezfoeAfpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nBfCfDfEf

1151 return prop._cache.setdefault("compute_capability", cc) 522 ctx2a vrompm2l3l4lqm5lrm-msm6l.m7l/mtmumvm8l9l!l#l$l%l'l(l)l*l+l,l-l.l/l:l;l=l?l@l[l]l^l_l`l{l:mprqr;m=m?m@m[mrrKpLp1ere2ese3ete4eue5eve6ewesrMptrurNpOpPpQpRpSpTpUpVpWpXpUlVlzoAodm]m^m0p_m`m{m|m}m~mhm)mimjmkm*mlmmmCmDmEm|lwmanxmymzmAm}l1foz2pcrbb2mVmb xeye]B^Bcb|b}b~bacbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTcUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzdAdBd!eCd#eDdEd$eFd%eGdBeCeg c h d MbNb'e(e)e*e+e,e-e6bdb7bebS O T P DeEeOb= Pb? Fe.e/e8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdGeQbRbHe:e;e=eIeJe?e@e[eRd]eSdKeLe%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3d^e_e+bfb,bgbMe4dNe5dOePei e j f XbYb`e{e|e}e~eafbf-bhb.bib6dZb7d0bQeRe1b_ 2b` Secfdf/b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*dTe3b4bUeefffgfVeWehfifjf+dkf,dXeYe@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^dlfmf`bjb{bkb_d`dnf{dof|d}d~daeZebe0ecepfdeqfeerffesfgetfheufievfjewfkexfleyfmenezfoeAfpeqe6nfg7n8n9ngghgigjgkglgmgngog!npgqg#nlb$nBfCfDfEf

1152  

1153 @property (empty)

1154 def arch(self) -> str: 

1155 """Return compute capability as a string (e.g., '75' for CC 7.5).""" 

1156 return f"{self.compute_capability.major}{self.compute_capability.minor}" 304 ctx2a hm)mimjmkm*mlmmmCmDmEm2pVmb xeye;BaDbcccdcecfcgchcicjckclcmcncocpcqcrcsctcucvcwcxcyczcAcBcCcDcEcFcGcHcVnIcJctnKcunLcMcNc`gOcegWnXnYnZn0n1n2n3n4n5nPcQcRcScTc3zUcVcWcXcYcZc0c:k;k1c2c3c4c5c6c7c8c9c!c#c$c%c'c(c)c*c+c,c-c.c/c:c;c=c?c@c[c]c^c_c`c{c|c}c~cadbdcdddedfdgdhdidjdkdldmdndodpdqd4zrdsdtdudvdwdxdydzdAdBdCdDdEdFdGdc d dbebO P = ? 8bHdId9b@ [ !bJdKdLdMdNd#b$bOdPdQdRdSd%bTdUd'b] ^ (bVdWdXdYdZd0d)b*b1d2d3dfbgb4d5de f hbibZb0b_ ` /b8d9d:b{ | ;b!d#d$d%d'd=b?b(d)d*d+d,d@b-d.d[b} ~ ]b/d:d;d=d?d@d^b_b[d]d^djbkb_d`d{d|d}d~daebecedeeefegeheiejekelemeneoepeqerD6nfg7n8n9nsDgghg=Bigjgkglgmgngog!npg?B@B[Bqg#nlb$n

1157  

1158 @property (empty)

1159 def context(self) -> Context: 

1160 """Return the :obj:`~_context.Context` associated with this device. 

1161  

1162 Note 

1163 ---- 

1164 Device must be initialized. 

1165  

1166 """ 

1167 self._check_context_initialized() 59 ctx2lqpq{g|k6brq|gxnyn}gsqtquqvqdb7bwq~gahebxqyqzq0lznvoJqgh~k-bLqhhDnEnihMqNqOqPqhb.bQqjhkhibRqSqTqwoInyo3q5q7q9q#q%q(q*q

1168 return self._context 59 ctx2lqpq{g|k6brq|gxnyn}gsqtquqvqdb7bwq~gahebxqyqzq0lznvoJqgh~k-bLqhhDnEnihMqNqOqPqhb.bQqjhkhibRqSqTqwoInyo3q5q7q9q#q%q(q*q

1169  

1170 @property (empty)

1171 def memory_resource(self) -> MemoryResource: 

1172 """Return :obj:`~_memory.MemoryResource` associated with this device.""" 

1173 cdef int attr, device_id 

1174 if self._memory_resource is None: 129 ctx2FmGm'B(n0mll[y`g:k;kmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblIlJlKlLlMlNlOlPl6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zTHVkWkWBXkYkZk0k1k2kXBYBZB3k0B4k1B5k6k7k2B8k9k!k#k$k%k3B'k(k4B5B)k(B)B*k*B+B+k,kiC4I5G

1175 # If the device is in TCC mode, or does not support memory pools for some other reason, 

1176 # use the SynchronousMemoryResource which does not use memory pools. 

1177 device_id = self._device_id 112 ctx2FmGm'B(n0mll[y`g:k;kmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblIlJlKlLlMlNlOlPl6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zVkWkXkYkZk0k1k2k3k4k5k6k7k8k9k!k#k$k%k'k(k)k*k+k,kiC

1178 with nogil: 112 ctx2FmGm'B(n0mll[y`g:k;kmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblIlJlKlLlMlNlOlPl6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zVkWkXkYkZk0k1k2k3k4k5k6k7k8k9k!k#k$k%k'k(k)k*k+k,kiC

1179 HANDLE_RETURN( 112 ctx2FmGm'B(n0mll[y`g:k;kmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblIlJlKlLlMlNlOlPl6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zVkWkXkYkZk0k1k2k3k4k5k6k7k8k9k!k#k$k%k'k(k)k*k+k,kiC

1180 cydriver.cuDeviceGetAttribute( 112 ctx2FmGm'B(n0mll[y`g:k;kmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblIlJlKlLlMlNlOlPl6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zVkWkXkYkZk0k1k2k3k4k5k6k7k8k9k!k#k$k%k'k(k)k*k+k,kiC

1181 &attr, cydriver.CUdevice_attribute.CU_DEVICE_ATTRIBUTE_MEMORY_POOLS_SUPPORTED, device_id 

1182 ) 

1183 ) 

1184 if attr == 1: 112 ctx2FmGm'B(n0mll[y`g:k;kmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblIlJlKlLlMlNlOlPl6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zVkWkXkYkZk0k1k2k3k4k5k6k7k8k9k!k#k$k%k'k(k)k*k+k,kiC

1185 from cuda.core._memory import DeviceMemoryResource 112 ctx2FmGm'B(n0mll[y`g:k;kmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblIlJlKlLlMlNlOlPl6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zVkWkXkYkZk0k1k2k3k4k5k6k7k8k9k!k#k$k%k'k(k)k*k+k,kiC

1186 self._memory_resource = DeviceMemoryResource(self._device_id) 112 ctx2FmGm'B(n0mll[y`g:k;kmlnlolHbg plIb=k?kJbqlrlsltlc h ulKbLbd vlwlxl|k1g@k}kylSbi zlTb[k]kUbAlBlClDle j ElVbWbf FlGlHl~kal^kblIlJlKlLlMlNlOlPl6xdzHBIBJBKBLBMBNBOBPBQBRB5z6z7zVkWkXkYkZk0k1k2k3k4k5k6k7k8k9k!k#k$k%k'k(k)k*k+k,kiC

1187 else: 

1188 from cuda.core._memory._legacy import _SynchronousMemoryResource 

1189 self._memory_resource = _SynchronousMemoryResource(self._device_id)