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chardizard
/
Pythia410mRE-WILD

Text Generation
Transformers
TensorBoard
Safetensors
gpt_neox
Generated from Trainer
trl
sft
text-generation-inference
Model card Files
xet
 Metrics Community
chardizard commited on
Commit
2e12236
·
verified ·
1 Parent(s): 199d6bf

Training in progress, step 500

Browse files
Files changed (10) hide show
  1. dap_multiplexer.INFO +9 -9
  2. dap_multiplexer.b07af655c6a1.root.log.INFO.20250506-180835.137 +22 -0
  3. language_service.INFO +45 -19
  4. language_service.b07af655c6a1.root.log.INFO.20250506-181822.2625 +29 -0
  5. language_service.b07af655c6a1.root.log.INFO.20250506-181941.3009 +7 -0
  6. language_service.b07af655c6a1.root.log.INFO.20250506-181941.3031 +58 -0
  7. model.safetensors +2 -2
  8. tmpi7jhzfdl/__pycache__/_remote_module_non_scriptable.cpython-311.pyc +0 -0
  9. tmpi7jhzfdl/_remote_module_non_scriptable.py +81 -0
  10. training_args.bin +1 -1
dap_multiplexer.INFO CHANGED
@@ -1,14 +1,14 @@
1
- Log file created at: 2025/05/06 17:42:55
2
- Running on machine: f63b1d7fa3fb
3
  Binary: Built on Dec 31 1969 16:00:00 -0800 (0)
4
  Binary: Built at redacted@redacted:.
5
  Binary: Built with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
6
  Previous log: <none>
7
  Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
8
- I0506 17:42:55.557560 1 log_spam.go:43] Process id 132
9
- I0506 17:42:55.558138 1 log_spam.go:47] Current working directory /
10
- I0506 17:42:55.558148 1 log_spam.go:49] Current timezone is UTC (currently UTC +00:00)
11
- I0506 17:42:55.558186 1 log_spam.go:50] Built on Dec 31 1969 16:00:00 -0800 (0)
12
  at redacted@redacted:.
13
  as //research/colab/dap_multiplexer:dap_multiplexer
14
  with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
@@ -17,6 +17,6 @@ Build tool: unknown
17
  Build target: //research/colab/dap_multiplexer:dap_multiplexer
18
  Build id: unknown
19
  Built with PGO profile: unknown
20
- I0506 17:42:55.558194 1 log_spam.go:51] Command line arguments:
21
- I0506 17:42:55.558198 1 log_spam.go:53] argv[0]: '/usr/local/bin/dap_multiplexer'
22
- I0506 17:42:55.558202 1 log_spam.go:53] argv[1]: '--domain_socket_path=/tmp/debugger_1na0ccibl'
 
1
+ Log file created at: 2025/05/06 18:08:35
2
+ Running on machine: b07af655c6a1
3
  Binary: Built on Dec 31 1969 16:00:00 -0800 (0)
4
  Binary: Built at redacted@redacted:.
5
  Binary: Built with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
6
  Previous log: <none>
7
  Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
8
+ I0506 18:08:35.903164 1 log_spam.go:43] Process id 137
9
+ I0506 18:08:35.903840 1 log_spam.go:47] Current working directory /
10
+ I0506 18:08:35.903848 1 log_spam.go:49] Current timezone is UTC (currently UTC +00:00)
11
+ I0506 18:08:35.903913 1 log_spam.go:50] Built on Dec 31 1969 16:00:00 -0800 (0)
12
  at redacted@redacted:.
13
  as //research/colab/dap_multiplexer:dap_multiplexer
14
  with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
 
17
  Build target: //research/colab/dap_multiplexer:dap_multiplexer
18
  Build id: unknown
19
  Built with PGO profile: unknown
20
+ I0506 18:08:35.903922 1 log_spam.go:51] Command line arguments:
21
+ I0506 18:08:35.903927 1 log_spam.go:53] argv[0]: '/usr/local/bin/dap_multiplexer'
22
+ I0506 18:08:35.903931 1 log_spam.go:53] argv[1]: '--domain_socket_path=/tmp/debugger_1ihn10rabp'
dap_multiplexer.b07af655c6a1.root.log.INFO.20250506-180835.137 ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Log file created at: 2025/05/06 18:08:35
2
+ Running on machine: b07af655c6a1
3
+ Binary: Built on Dec 31 1969 16:00:00 -0800 (0)
4
+ Binary: Built at redacted@redacted:.
5
+ Binary: Built with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
6
+ Previous log: <none>
7
+ Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
8
+ I0506 18:08:35.903164 1 log_spam.go:43] Process id 137
9
+ I0506 18:08:35.903840 1 log_spam.go:47] Current working directory /
10
+ I0506 18:08:35.903848 1 log_spam.go:49] Current timezone is UTC (currently UTC +00:00)
11
+ I0506 18:08:35.903913 1 log_spam.go:50] Built on Dec 31 1969 16:00:00 -0800 (0)
12
+ at redacted@redacted:.
13
+ as //research/colab/dap_multiplexer:dap_multiplexer
14
+ with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
15
+ from changelist 0 in a unknown client based on redacted
16
+ Build tool: unknown
17
+ Build target: //research/colab/dap_multiplexer:dap_multiplexer
18
+ Build id: unknown
19
+ Built with PGO profile: unknown
20
+ I0506 18:08:35.903922 1 log_spam.go:51] Command line arguments:
21
+ I0506 18:08:35.903927 1 log_spam.go:53] argv[0]: '/usr/local/bin/dap_multiplexer'
22
+ I0506 18:08:35.903931 1 log_spam.go:53] argv[1]: '--domain_socket_path=/tmp/debugger_1ihn10rabp'
language_service.INFO CHANGED
@@ -1,14 +1,14 @@
1
- Log file created at: 2025/05/06 18:18:13
2
- Running on machine: f63b1d7fa3fb
3
  Binary: Built on Dec 31 1969 16:00:00 -0800 (0)
4
  Binary: Built at redacted@redacted:.
5
  Binary: Built with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
6
  Previous log: <none>
7
  Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
8
- I0506 18:18:13.545487 1 log_spam.go:43] Process id 9762
9
- I0506 18:18:13.545827 1 log_spam.go:47] Current working directory /datalab/web
10
- I0506 18:18:13.545834 1 log_spam.go:49] Current timezone is UTC (currently UTC +00:00)
11
- I0506 18:18:13.545855 1 log_spam.go:50] Built on Dec 31 1969 16:00:00 -0800 (0)
12
  at redacted@redacted:.
13
  as //research/colab/datalab/language_service:language_service
14
  with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
@@ -17,16 +17,42 @@ Build tool: unknown
17
  Build target: //research/colab/datalab/language_service:language_service
18
  Build id: unknown
19
  Built with PGO profile: unknown
20
- I0506 18:18:13.545859 1 log_spam.go:51] Command line arguments:
21
- I0506 18:18:13.545862 1 log_spam.go:53] argv[0]: '/usr/colab/bin/language_service'
22
- I0506 18:18:13.545865 1 log_spam.go:53] argv[1]: '--lsp_search_dirs=/datalab/web/pyright/typeshed-fallback/stdlib,/usr/local/lib/python3.10/dist-packages'
23
- I0506 18:18:13.545867 1 log_spam.go:53] argv[2]: '--language_services_request_root_url=http://172.28.0.1:8013/'
24
- I0506 18:18:13.545869 1 log_spam.go:53] argv[3]: '--language_services_request_timeout=30s'
25
- I0506 18:18:13.545870 1 log_spam.go:53] argv[4]: '--'
26
- I0506 18:18:13.545872 1 log_spam.go:53] argv[5]: 'node'
27
- I0506 18:18:13.545873 1 log_spam.go:53] argv[6]: '/datalab/web/pyright/pyright-langserver.js'
28
- I0506 18:18:13.545875 1 log_spam.go:53] argv[7]: '--stdio'
29
- I0506 18:18:13.545884 1 log_spam.go:53] argv[8]: '--cancellationReceive=file:bb1b69dec5642000c07483f9103bd2da653f31013f'
30
- I0506 18:19:29.961052 50 ls.go:1241] cancel was requested for: 14, needs to be canceled: false
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- I0506 18:19:32.093163 50 ls.go:1241] cancel was requested for: 17, needs to be canceled: false
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- I0506 18:19:59.858093 50 ls.go:1241] cancel was requested for: 26, needs to be canceled: false
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Log file created at: 2025/05/06 18:19:41
2
+ Running on machine: b07af655c6a1
3
  Binary: Built on Dec 31 1969 16:00:00 -0800 (0)
4
  Binary: Built at redacted@redacted:.
5
  Binary: Built with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
6
  Previous log: <none>
7
  Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
8
+ I0506 18:19:41.717097 1 log_spam.go:43] Process id 3031
9
+ I0506 18:19:41.717582 1 log_spam.go:47] Current working directory /datalab/web
10
+ I0506 18:19:41.717595 1 log_spam.go:49] Current timezone is UTC (currently UTC +00:00)
11
+ I0506 18:19:41.717645 1 log_spam.go:50] Built on Dec 31 1969 16:00:00 -0800 (0)
12
  at redacted@redacted:.
13
  as //research/colab/datalab/language_service:language_service
14
  with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
 
17
  Build target: //research/colab/datalab/language_service:language_service
18
  Build id: unknown
19
  Built with PGO profile: unknown
20
+ I0506 18:19:41.717652 1 log_spam.go:51] Command line arguments:
21
+ I0506 18:19:41.717656 1 log_spam.go:53] argv[0]: '/usr/colab/bin/language_service'
22
+ I0506 18:19:41.717661 1 log_spam.go:53] argv[1]: '--lsp_search_dirs=/datalab/web/pyright/typeshed-fallback/stdlib,/usr/local/lib/python3.10/dist-packages'
23
+ I0506 18:19:41.717665 1 log_spam.go:53] argv[2]: '--language_services_request_root_url=http://172.28.0.1:8013/'
24
+ I0506 18:19:41.717668 1 log_spam.go:53] argv[3]: '--language_services_request_timeout=30s'
25
+ I0506 18:19:41.717671 1 log_spam.go:53] argv[4]: '--'
26
+ I0506 18:19:41.717682 1 log_spam.go:53] argv[5]: 'node'
27
+ I0506 18:19:41.717685 1 log_spam.go:53] argv[6]: '/datalab/web/pyright/pyright-langserver.js'
28
+ I0506 18:19:41.717688 1 log_spam.go:53] argv[7]: '--stdio'
29
+ I0506 18:19:41.717692 1 log_spam.go:53] argv[8]: '--cancellationReceive=file:15252db1c886861deb82a831bf172cb79d84703f3f'
30
+ I0506 18:19:47.753115 52 ls.go:1241] cancel was requested for: 10, needs to be canceled: false
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+ I0506 18:21:52.634700 52 ls.go:1241] cancel was requested for: 15, needs to be canceled: false
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+ I0506 18:21:54.200669 52 ls.go:1241] cancel was requested for: 16, needs to be canceled: false
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+ I0506 18:21:54.854416 52 ls.go:1241] cancel was requested for: 17, needs to be canceled: false
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+ I0506 18:22:12.179738 52 ls.go:1241] cancel was requested for: 23, needs to be canceled: false
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+ I0506 18:22:12.664717 52 ls.go:1241] cancel was requested for: 25, needs to be canceled: false
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+ I0506 18:22:40.269723 52 ls.go:1241] cancel was requested for: 32, needs to be canceled: false
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+ I0506 18:23:27.618397 52 ls.go:1241] cancel was requested for: 54, needs to be canceled: false
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+ I0506 18:23:31.491393 52 ls.go:1241] cancel was requested for: 60, needs to be canceled: false
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+ I0506 18:23:40.130561 52 ls.go:1241] cancel was requested for: 67, needs to be canceled: false
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+ I0506 18:23:42.525602 52 ls.go:1241] cancel was requested for: 68, needs to be canceled: false
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+ I0506 18:24:04.685209 52 ls.go:1241] cancel was requested for: 86, needs to be canceled: false
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+ I0506 18:24:08.577608 52 ls.go:1241] cancel was requested for: 88, needs to be canceled: false
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+ I0506 18:24:09.471818 52 ls.go:1241] cancel was requested for: 89, needs to be canceled: false
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+ I0506 18:24:09.783382 52 ls.go:1241] cancel was requested for: 90, needs to be canceled: false
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+ I0506 18:24:13.972705 52 ls.go:1241] cancel was requested for: 94, needs to be canceled: false
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+ I0506 18:24:17.720220 52 ls.go:1241] cancel was requested for: 96, needs to be canceled: false
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+ I0506 18:24:20.054453 52 ls.go:1241] cancel was requested for: 97, needs to be canceled: false
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+ I0506 18:24:29.919637 52 ls.go:1241] cancel was requested for: 102, needs to be canceled: false
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+ I0506 18:24:30.274732 52 ls.go:1241] cancel was requested for: 103, needs to be canceled: false
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+ I0506 18:24:33.118910 52 ls.go:1241] cancel was requested for: 110, needs to be canceled: false
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+ I0506 18:24:33.313052 52 ls.go:1241] cancel was requested for: 111, needs to be canceled: false
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+ I0506 18:24:37.702974 52 ls.go:1241] cancel was requested for: 115, needs to be canceled: false
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+ I0506 18:24:46.033624 52 ls.go:1241] cancel was requested for: 120, needs to be canceled: false
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+ I0506 18:24:46.628875 52 ls.go:1241] cancel was requested for: 121, needs to be canceled: false
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+ I0506 18:24:46.953272 52 ls.go:1241] cancel was requested for: 122, needs to be canceled: false
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+ I0506 18:24:47.636919 52 ls.go:1241] cancel was requested for: 123, needs to be canceled: false
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+ I0506 18:27:52.393660 52 ls.go:1241] cancel was requested for: 139, needs to be canceled: false
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+ I0506 18:27:59.676321 52 ls.go:1241] cancel was requested for: 143, needs to be canceled: false
language_service.b07af655c6a1.root.log.INFO.20250506-181822.2625 ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Log file created at: 2025/05/06 18:18:22
2
+ Running on machine: b07af655c6a1
3
+ Binary: Built on Dec 31 1969 16:00:00 -0800 (0)
4
+ Binary: Built at redacted@redacted:.
5
+ Binary: Built with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
6
+ Previous log: <none>
7
+ Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
8
+ I0506 18:18:22.590619 1 log_spam.go:43] Process id 2625
9
+ I0506 18:18:22.590959 1 log_spam.go:47] Current working directory /datalab/web
10
+ I0506 18:18:22.590967 1 log_spam.go:49] Current timezone is UTC (currently UTC +00:00)
11
+ I0506 18:18:22.590988 1 log_spam.go:50] Built on Dec 31 1969 16:00:00 -0800 (0)
12
+ at redacted@redacted:.
13
+ as //research/colab/datalab/language_service:language_service
14
+ with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
15
+ from changelist 0 in a unknown client based on redacted
16
+ Build tool: unknown
17
+ Build target: //research/colab/datalab/language_service:language_service
18
+ Build id: unknown
19
+ Built with PGO profile: unknown
20
+ I0506 18:18:22.590991 1 log_spam.go:51] Command line arguments:
21
+ I0506 18:18:22.590994 1 log_spam.go:53] argv[0]: '/usr/colab/bin/language_service'
22
+ I0506 18:18:22.590997 1 log_spam.go:53] argv[1]: '--lsp_search_dirs=/datalab/web/pyright/typeshed-fallback/stdlib,/usr/local/lib/python3.10/dist-packages'
23
+ I0506 18:18:22.590999 1 log_spam.go:53] argv[2]: '--language_services_request_root_url=http://172.28.0.1:8013/'
24
+ I0506 18:18:22.591001 1 log_spam.go:53] argv[3]: '--language_services_request_timeout=30s'
25
+ I0506 18:18:22.591003 1 log_spam.go:53] argv[4]: '--'
26
+ I0506 18:18:22.591004 1 log_spam.go:53] argv[5]: 'node'
27
+ I0506 18:18:22.591005 1 log_spam.go:53] argv[6]: '/datalab/web/pyright/pyright-langserver.js'
28
+ I0506 18:18:22.591007 1 log_spam.go:53] argv[7]: '--stdio'
29
+ I0506 18:18:22.591009 1 log_spam.go:53] argv[8]: '--cancellationReceive=file:753a0955fe720218fb3635672f7d6ef41d4f82dc75'
language_service.b07af655c6a1.root.log.INFO.20250506-181941.3009 ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ Log file created at: 2025/05/06 18:19:41
2
+ Running on machine: b07af655c6a1
3
+ Binary: Built on Dec 31 1969 16:00:00 -0800 (0)
4
+ Binary: Built at redacted@redacted:.
5
+ Binary: Built with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
6
+ Previous log: <none>
7
+ Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
language_service.b07af655c6a1.root.log.INFO.20250506-181941.3031 ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Log file created at: 2025/05/06 18:19:41
2
+ Running on machine: b07af655c6a1
3
+ Binary: Built on Dec 31 1969 16:00:00 -0800 (0)
4
+ Binary: Built at redacted@redacted:.
5
+ Binary: Built with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
6
+ Previous log: <none>
7
+ Log line format: [IWEF]mmdd hh:mm:ss.uuuuuu threadid file:line] msg
8
+ I0506 18:19:41.717097 1 log_spam.go:43] Process id 3031
9
+ I0506 18:19:41.717582 1 log_spam.go:47] Current working directory /datalab/web
10
+ I0506 18:19:41.717595 1 log_spam.go:49] Current timezone is UTC (currently UTC +00:00)
11
+ I0506 18:19:41.717645 1 log_spam.go:50] Built on Dec 31 1969 16:00:00 -0800 (0)
12
+ at redacted@redacted:.
13
+ as //research/colab/datalab/language_service:language_service
14
+ with gc go1.25-20250420-RC00 cl/749505989 +c893e1cf82 X:fieldtrack,boringcrypto for linux/amd64
15
+ from changelist 0 in a unknown client based on redacted
16
+ Build tool: unknown
17
+ Build target: //research/colab/datalab/language_service:language_service
18
+ Build id: unknown
19
+ Built with PGO profile: unknown
20
+ I0506 18:19:41.717652 1 log_spam.go:51] Command line arguments:
21
+ I0506 18:19:41.717656 1 log_spam.go:53] argv[0]: '/usr/colab/bin/language_service'
22
+ I0506 18:19:41.717661 1 log_spam.go:53] argv[1]: '--lsp_search_dirs=/datalab/web/pyright/typeshed-fallback/stdlib,/usr/local/lib/python3.10/dist-packages'
23
+ I0506 18:19:41.717665 1 log_spam.go:53] argv[2]: '--language_services_request_root_url=http://172.28.0.1:8013/'
24
+ I0506 18:19:41.717668 1 log_spam.go:53] argv[3]: '--language_services_request_timeout=30s'
25
+ I0506 18:19:41.717671 1 log_spam.go:53] argv[4]: '--'
26
+ I0506 18:19:41.717682 1 log_spam.go:53] argv[5]: 'node'
27
+ I0506 18:19:41.717685 1 log_spam.go:53] argv[6]: '/datalab/web/pyright/pyright-langserver.js'
28
+ I0506 18:19:41.717688 1 log_spam.go:53] argv[7]: '--stdio'
29
+ I0506 18:19:41.717692 1 log_spam.go:53] argv[8]: '--cancellationReceive=file:15252db1c886861deb82a831bf172cb79d84703f3f'
30
+ I0506 18:19:47.753115 52 ls.go:1241] cancel was requested for: 10, needs to be canceled: false
31
+ I0506 18:21:52.634700 52 ls.go:1241] cancel was requested for: 15, needs to be canceled: false
32
+ I0506 18:21:54.200669 52 ls.go:1241] cancel was requested for: 16, needs to be canceled: false
33
+ I0506 18:21:54.854416 52 ls.go:1241] cancel was requested for: 17, needs to be canceled: false
34
+ I0506 18:22:12.179738 52 ls.go:1241] cancel was requested for: 23, needs to be canceled: false
35
+ I0506 18:22:12.664717 52 ls.go:1241] cancel was requested for: 25, needs to be canceled: false
36
+ I0506 18:22:40.269723 52 ls.go:1241] cancel was requested for: 32, needs to be canceled: false
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+ I0506 18:23:27.618397 52 ls.go:1241] cancel was requested for: 54, needs to be canceled: false
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1
+ from typing import *
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+
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+ import torch
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+ import torch.distributed.rpc as rpc
5
+ from torch import Tensor
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+ from torch._jit_internal import Future
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+ from torch.distributed.rpc import RRef
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+ from typing import Tuple # pyre-ignore: unused import
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+
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+
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+ module_interface_cls = None
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+
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+
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+ def forward_async(self, *args, **kwargs):
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+ args = (self.module_rref, self.device, self.is_device_map_set, *args)
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+ kwargs = {**kwargs}
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+ return rpc.rpc_async(
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+ kwargs,
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+
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+
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+ kwargs = {**kwargs}
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+ ret_fut = rpc.rpc_async(
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+ args,
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+ kwargs,
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+ )
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+ return ret_fut.wait()
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+
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+
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+ _generated_methods = [
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+ forward_async,
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+ forward,
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+ ]
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+
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+
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+
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+
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+ def _remote_forward(
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+
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+ return module.forward(*args, **kwargs)
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+
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+ # If the module is on a cuda device,
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+ # have to use concatenation instead of
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+ # ``tuple(i.to(device) if isinstance(i, Tensor) else i for i in *args)``.
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+ args = (*args,)
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+ out_args: Tuple[()] = ()
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+ arg = (arg.to(device),) if isinstance(arg, Tensor) else (arg,)
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+ out_args = out_args + arg
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+
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+ if isinstance(v, Tensor):
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+ kwargs[k] = kwargs[k].to(device)
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+
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+ if is_device_map_set:
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+ return module.forward(*out_args, **kwargs)
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+
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+ # If the device map is empty, then only CPU tensors are allowed to send over wire,
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+ # so have to move any GPU tensor to CPU in the output.
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+ # Since torch script does not support generator expression,
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+ # have to use concatenation instead of
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+ # ``tuple(i.cpu() if isinstance(i, Tensor) else i for i in module.forward(*out_args, **kwargs))``.
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+ ret: Tuple[()] = ()
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+ for i in module.forward(*out_args, **kwargs):
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+ i = (i.cpu(),) if isinstance(i, Tensor) else (i,)
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+ ret = ret + i
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+ return ret
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