#python #tensorflow #rasa-nlu #rasa #macos-big-sur
#python #тензорный поток #rasa-nlu #rasa #macos-big-sur
Вопрос:
Я установил Rasa на новый Macbook Pro M1 с Big Sur 11.0.1 и получаю следующую проблему при использовании любой команды Rasa (init, train, …):
zsh: illegal hardware instruction rasa init
Я приложил соответствующий отчет о сбое консоли. Проблема, похоже, связана с libtensorflow_framework.2.dylib
Кто-нибудь сталкивался с этой проблемой или знает, в чем проблема? Спасибо.
Process: Python [1217]
Path: /usr/local/Cellar/python@3.8/3.8.6_2/Frameworks/Python.framework/Versions/3.8/Resources/Python.app/Contents/MacOS/Python
Identifier: Python
Version: 3.8.6 (3.8.6)
Code Type: X86-64 (Translated)
Parent Process: zsh [1178]
Responsible: Electron [1135]
User ID: 501
Date/Time: 2020-12-11 18:14:24.221 -0500
OS Version: macOS 11.0.1 (20B29)
Report Version: 12
Anonymous UUID: ABF4F2BE-70FE-0B3B-B70B-FA320F32EB73
Time Awake Since Boot: 420 seconds
System Integrity Protection: enabled
Crashed Thread: 0 Dispatch queue: com.apple.main-thread
Exception Type: EXC_BAD_INSTRUCTION (SIGILL)
Exception Codes: 0x0000000000000001, 0x0000000000000000
Exception Note: EXC_CORPSE_NOTIFY
Termination Signal: Illegal instruction: 4
Termination Reason: Namespace SIGNAL, Code 0x4
Terminating Process: exc handler [1217]
Application Specific Information:
/Users/mikey/Documents/Prototype/rasa-workshop/venv/lib/python3.8/site-packages/tensorflow/python/../libtensorflow_framework.2.dylib
Thread 0 Crashed:: Dispatch queue: com.apple.main-thread
0 libtensorflow_framework.2.dylib 0x0000000150ac5264 tensorflow::monitoring::MetricDef<(tensorflow::monitoring::MetricKind)1, long long, 2>::MetricDef<char [11], char [7]>(absl::lts_2020_02_25::string_view, absl::lts_2020_02_25::string_view, char const (amp;) [11], char const (amp;) [7]) 68
1 libtensorflow_framework.2.dylib 0x0000000150abe01b tensorflow::monitoring::Counter<2>* tensorflow::monitoring::Counter<2>::New<char const (amp;) [46], char const (amp;) [58], char const (amp;) [11], char const (amp;) [7]>(char const (amp;) [46], char const (amp;) [58], char const (amp;) [11], char const (amp;) [7]) 91
2 libtensorflow_framework.2.dylib 0x0000000150ac95c1 _GLOBAL__sub_I_loader.cc 49
3 dyld 0x0000000200a33079 ImageLoaderMachO::doModInitFunctions(ImageLoader::LinkContext constamp;) 559
4 dyld 0x0000000200a33478 ImageLoaderMachO::doInitialization(ImageLoader::LinkContext constamp;) 40
5 dyld 0x0000000200a2dd1a ImageLoader::recursiveInitialization(ImageLoader::LinkContext constamp;, unsigned int, char const*, ImageLoader::InitializerTimingListamp;, ImageLoader::UninitedUpwardsamp;) 492
6 dyld 0x0000000200a2dc85 ImageLoader::recursiveInitialization(ImageLoader::LinkContext constamp;, unsigned int, char const*, ImageLoader::InitializerTimingListamp;, ImageLoader::UninitedUpwardsamp;) 343
7 dyld 0x0000000200a2bb82 ImageLoader::processInitializers(ImageLoader::LinkContext constamp;, unsigned int, ImageLoader::InitializerTimingListamp;, ImageLoader::UninitedUpwardsamp;) 188
8 dyld 0x0000000200a2bc22 ImageLoader::runInitializers(ImageLoader::LinkContext constamp;, ImageLoader::InitializerTimingListamp;) 82
9 dyld 0x0000000200a1c6a2 dyld::runInitializers(ImageLoader*) 82
10 dyld 0x0000000200a27569 dlopen_internal 609
11 libdyld.dylib 0x00007fff2032efd0 dlopen_internal(char const*, int, void*) 177
12 libdyld.dylib 0x00007fff2031d87e dlopen 28
13 org.python.python 0x0000000108b5eda7 _PyImport_FindSharedFuncptr 288
14 org.python.python 0x0000000108b38b1b _PyImport_LoadDynamicModuleWithSpec 540
15 org.python.python 0x0000000108b384f7 _imp_create_dynamic 291
16 org.python.python 0x0000000108aab899 cfunction_vectorcall_FASTCALL 169
17 org.python.python 0x0000000108a7d1f9 PyVectorcall_Call 108
18 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
19 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
20 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
21 org.python.python 0x0000000108b1db6d call_function 346
22 org.python.python 0x0000000108b1a747 _PyEval_EvalFrameDefault 29861
23 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
24 org.python.python 0x0000000108b1db6d call_function 346
25 org.python.python 0x0000000108b1a72b _PyEval_EvalFrameDefault 29833
26 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
27 org.python.python 0x0000000108b1db6d call_function 346
28 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
29 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
30 org.python.python 0x0000000108b1db6d call_function 346
31 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
32 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
33 org.python.python 0x0000000108b1db6d call_function 346
34 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
35 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
36 org.python.python 0x0000000108a7ec4a object_vacall 352
37 org.python.python 0x0000000108a7ed8d _PyObject_CallMethodIdObjArgs 219
38 org.python.python 0x0000000108b3764f PyImport_ImportModuleLevelObject 1577
39 org.python.python 0x0000000108b18bbe _PyEval_EvalFrameDefault 22812
40 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
41 org.python.python 0x0000000108b131ff PyEval_EvalCode 51
42 org.python.python 0x0000000108b10aa8 builtin_exec 581
43 org.python.python 0x0000000108aab899 cfunction_vectorcall_FASTCALL 169
44 org.python.python 0x0000000108a7d1f9 PyVectorcall_Call 108
45 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
46 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
47 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
48 org.python.python 0x0000000108b1db6d call_function 346
49 org.python.python 0x0000000108b1a747 _PyEval_EvalFrameDefault 29861
50 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
51 org.python.python 0x0000000108b1db6d call_function 346
52 org.python.python 0x0000000108b1a72b _PyEval_EvalFrameDefault 29833
53 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
54 org.python.python 0x0000000108b1db6d call_function 346
55 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
56 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
57 org.python.python 0x0000000108b1db6d call_function 346
58 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
59 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
60 org.python.python 0x0000000108a7ec4a object_vacall 352
61 org.python.python 0x0000000108a7ed8d _PyObject_CallMethodIdObjArgs 219
62 org.python.python 0x0000000108b3764f PyImport_ImportModuleLevelObject 1577
63 org.python.python 0x0000000108b0fc75 builtin___import__ 122
64 org.python.python 0x0000000108a7d47e cfunction_call_varargs 171
65 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
66 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
67 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
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72 org.python.python 0x0000000108a7ec4a object_vacall 352
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74 org.python.python 0x0000000108b377a7 PyImport_ImportModuleLevelObject 1921
75 org.python.python 0x0000000108b18bbe _PyEval_EvalFrameDefault 22812
76 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
77 org.python.python 0x0000000108b131ff PyEval_EvalCode 51
78 org.python.python 0x0000000108b10aa8 builtin_exec 581
79 org.python.python 0x0000000108aab899 cfunction_vectorcall_FASTCALL 169
80 org.python.python 0x0000000108a7d1f9 PyVectorcall_Call 108
81 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
82 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
83 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
84 org.python.python 0x0000000108b1db6d call_function 346
85 org.python.python 0x0000000108b1a747 _PyEval_EvalFrameDefault 29861
86 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
87 org.python.python 0x0000000108b1db6d call_function 346
88 org.python.python 0x0000000108b1a72b _PyEval_EvalFrameDefault 29833
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91 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
92 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
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94 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
95 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
96 org.python.python 0x0000000108a7ec4a object_vacall 352
97 org.python.python 0x0000000108a7ed8d _PyObject_CallMethodIdObjArgs 219
98 org.python.python 0x0000000108b3764f PyImport_ImportModuleLevelObject 1577
99 org.python.python 0x0000000108b0fc75 builtin___import__ 122
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101 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
102 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
103 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
104 org.python.python 0x0000000108b1db6d call_function 346
105 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
106 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
107 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
108 org.python.python 0x0000000108a7ec4a object_vacall 352
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110 org.python.python 0x0000000108b377a7 PyImport_ImportModuleLevelObject 1921
111 org.python.python 0x0000000108b18bbe _PyEval_EvalFrameDefault 22812
112 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
113 org.python.python 0x0000000108b131ff PyEval_EvalCode 51
114 org.python.python 0x0000000108b10aa8 builtin_exec 581
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116 org.python.python 0x0000000108a7d1f9 PyVectorcall_Call 108
117 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
118 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
119 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
120 org.python.python 0x0000000108b1db6d call_function 346
121 org.python.python 0x0000000108b1a747 _PyEval_EvalFrameDefault 29861
122 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
123 org.python.python 0x0000000108b1db6d call_function 346
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125 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
126 org.python.python 0x0000000108b1db6d call_function 346
127 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
128 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
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130 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
131 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
132 org.python.python 0x0000000108a7ec4a object_vacall 352
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142 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
143 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
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147 org.python.python 0x0000000108b18bbe _PyEval_EvalFrameDefault 22812
148 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
149 org.python.python 0x0000000108b131ff PyEval_EvalCode 51
150 org.python.python 0x0000000108b10aa8 builtin_exec 581
151 org.python.python 0x0000000108aab899 cfunction_vectorcall_FASTCALL 169
152 org.python.python 0x0000000108a7d1f9 PyVectorcall_Call 108
153 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
154 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
155 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
156 org.python.python 0x0000000108b1db6d call_function 346
157 org.python.python 0x0000000108b1a747 _PyEval_EvalFrameDefault 29861
158 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
159 org.python.python 0x0000000108b1db6d call_function 346
160 org.python.python 0x0000000108b1a72b _PyEval_EvalFrameDefault 29833
161 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
162 org.python.python 0x0000000108b1db6d call_function 346
163 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
164 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
165 org.python.python 0x0000000108b1db6d call_function 346
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169 org.python.python 0x0000000108a7ed8d _PyObject_CallMethodIdObjArgs 219
170 org.python.python 0x0000000108b3764f PyImport_ImportModuleLevelObject 1577
171 org.python.python 0x0000000108b0fc75 builtin___import__ 122
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173 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
174 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
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182 org.python.python 0x0000000108a7ec4a object_vacall 352
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184 org.python.python 0x0000000108b3764f PyImport_ImportModuleLevelObject 1577
185 org.python.python 0x0000000108b18bbe _PyEval_EvalFrameDefault 22812
186 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
187 org.python.python 0x0000000108b131ff PyEval_EvalCode 51
188 org.python.python 0x0000000108b10aa8 builtin_exec 581
189 org.python.python 0x0000000108aab899 cfunction_vectorcall_FASTCALL 169
190 org.python.python 0x0000000108a7d1f9 PyVectorcall_Call 108
191 org.python.python 0x0000000108b1accc _PyEval_EvalFrameDefault 31274
192 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
193 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
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195 org.python.python 0x0000000108b1a747 _PyEval_EvalFrameDefault 29861
196 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
197 org.python.python 0x0000000108b1db6d call_function 346
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202 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
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204 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
205 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
206 org.python.python 0x0000000108a7ec4a object_vacall 352
207 org.python.python 0x0000000108a7ed8d _PyObject_CallMethodIdObjArgs 219
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209 org.python.python 0x0000000108b18bbe _PyEval_EvalFrameDefault 22812
210 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
211 org.python.python 0x0000000108b1db6d call_function 346
212 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
213 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
214 org.python.python 0x0000000108a7d917 _PyFunction_Vectorcall 227
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216 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
217 org.python.python 0x0000000108a7d7b2 function_code_fastcall 106
218 org.python.python 0x0000000108b1db6d call_function 346
219 org.python.python 0x0000000108b1a804 _PyEval_EvalFrameDefault 30050
220 org.python.python 0x0000000108b1e687 _PyEval_EvalCodeWithName 1947
221 org.python.python 0x0000000108b131ff PyEval_EvalCode 51
222 org.python.python 0x0000000108b4c48d run_eval_code_obj 102
223 org.python.python 0x0000000108b4b8dc run_mod 82
224 org.python.python 0x0000000108b4a7a8 PyRun_FileExFlags 160
225 org.python.python 0x0000000108b49e95 PyRun_SimpleFileExFlags 271
226 org.python.python 0x0000000108b61828 Py_RunMain 1870
227 org.python.python 0x0000000108b61b6f pymain_main 306
228 org.python.python 0x0000000108b61bbd Py_BytesMain 42
229 libdyld.dylib 0x00007fff2032d631 start 1
Thread 1:: com.apple.rosetta.exceptionserver
0 runtime 0x00007ffdffc65cb8 0x7ffdffc63000 11448
1 runtime 0x00007ffdffc6fee0 0x7ffdffc63000 52960
2 runtime 0x00007ffdffc70c3c 0x7ffdffc63000 56380
Thread 0 crashed with X86 Thread State (64-bit):
rax: 0xe2a123700caa0023 rbx: 0x0000000151b82d50 rcx: 0x0000000151b82d7e rdx: 0x000000000000002d
rdi: 0x00000003022c7750 rsi: 0x0000000151b82d50 rbp: 0x00000003022c7730 rsp: 0x00000003022c7680
r8: 0x0000000000000039 r9: 0x0000000151b82db8 r10: 0x00000000ffe01fff r11: 0x0000000000000000
r12: 0x00000003022c7750 r13: 0x0000000151b82db8 r14: 0x00007fbe894d9340 r15: 0x000000000000002d
rip: 0x0000000150ac5264 rfl: 0x0000000000000202
Translated Code Information:
tmp0: 0x0000000150ac5264 tmp1: 0x4529f8c5c057f8c5 tmp2: 0x000000b045c748a0
External Modification Summary:
Calls made by other processes targeting this process:
task_for_pid: 0
thread_create: 0
thread_set_state: 0
Calls made by this process:
task_for_pid: 0
thread_create: 0
thread_set_state: 0
Calls made by all processes on this machine:
task_for_pid: 31841
thread_create: 0
thread_set_state: 0
VM Region Summary:
ReadOnly portion of Libraries: Total=1.2G resident=0K(0%) swapped_out_or_unallocated=1.2G(100%)
Writable regions: Total=874.8M written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=874.8M(100%)
VIRTUAL REGION
REGION TYPE SIZE COUNT (non-coalesced)
=========== ======= =======
Kernel Alloc Once 8K 1
MALLOC 76.1M 26
MALLOC guard page 96K 4
MALLOC_MEDIUM (reserved) 360.0M 3 reserved VM address space (unallocated)
Rosetta Arena 2048K 1
Rosetta Generic 668K 164
Rosetta IndirectBranch 192K 2
Rosetta JIT 128.0M 1
Rosetta Return Stack 160K 16
Rosetta Thread Context 160K 16
Stack 16.0M 1
Stack Guard 16K 1
VM_ALLOCATE 62.0M 307
VM_ALLOCATE (reserved) 225.4M 18 reserved VM address space (unallocated)
__DATA 21.1M 374
__DATA_CONST 11.6M 185
__DATA_DIRTY 501K 85
__FONT_DATA 4K 1
__LINKEDIT 726.4M 153
__OBJC_RO 61.0M 1
__OBJC_RW 2466K 2
__TEXT 468.0M 354
__UNICODE 588K 1
mapped file 4.3G 572
shared memory 32K 2
unshared pmap 2432K 2
=========== ======= =======
TOTAL 6.4G 2293
TOTAL, minus reserved VM space 5.9G 2293
System Profile:
Network Service: Wi-Fi, AirPort, en0
Boot Volume File System Type: apfs
Memory Module: lp_ddr4
USB Device: USB 3.1 Bus
USB Device: USB 3.1 Bus
Thunderbolt Bus: MacBook Pro, Apple Inc., 0.0
Thunderbolt Bus: MacBook Pro, Apple Inc., 0.0
Model: MacBookPro17,1, BootROM 6723.50.2, proc 8:4:4 processors, 8 GB, SMC
Graphics: kHW_AppleM1Item, Apple M1, spdisplays_builtin
AirPort: spairport_wireless_card_type_airport_extreme, wl0: Sep 11 2020 18:25:33 version 18.20.222.10.7.8.97 FWID 01-17360706
Bluetooth: Version 8.0.1f5, 3 services, 27 devices, 1 incoming serial ports
Ответ №1:
Я также столкнулся с этим, и, к сожалению, Rasa пока не работает на M1 Mac.
Как показано в первоначальной ошибке, проблема заключается в отсутствии инструкций AVX на процессорах на базе ARM. Насколько я знаю, AVX был обязательным условием для большинства пакетов машинного обучения. В данном случае это необходимо для Tensorflow.
У Apple есть форк Tensorflow, позволяющий запускать его на своих новых чипах, но он основан на версии Tensorflow (2.4), которая является кандидатом на выпуск.
Я попытался использовать этот форк с последней версией Rasa, которая позволяет завершить установку, но обучение не работает. Я не уверен в деталях того, почему.. Я полагаю, что как только Tensorflow 2.4 выйдет из RC, одна из следующих версий Rasa подберет его и исправит ошибки.
Тем временем я использую виртуальную машину Ubuntu в облаке Google, пока все не наладится.
Комментарии:
1. Спасибо за ваш отзыв, Крис. Тем временем я также рассмотрю виртуальную машину Ubunto в облаке Google.
2. Рассматривали ли вы возможность использования контейнеров docket вместо этого?