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  1. .gitattributes +2 -0
  2. checkpoints/latest-checkpoint.pt +3 -0
  3. config.json +55 -0
  4. config.yaml +49 -0
  5. latest-checkpoint.pt +3 -0
  6. med-instruct+testmodel+stage-finetune+x7.jsonl +244 -0
  7. run-metrics.jsonl +1 -0
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  18. wandb/offline-run-20240503_170937-00gisuah/files/wandb-summary.json +1 -0
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  22. wandb/offline-run-20240506_123154-8qgmomje/files/conda-environment.yaml +615 -0
  23. wandb/offline-run-20240506_123154-8qgmomje/files/wandb-metadata.json +399 -0
  24. wandb/offline-run-20240506_123154-8qgmomje/files/wandb-summary.json +1 -0
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  26. wandb/offline-run-20240506_123154-8qgmomje/logs/debug.log +32 -0
  27. wandb/offline-run-20240506_123154-8qgmomje/run-8qgmomje.wandb +0 -0
  28. wandb/offline-run-20240506_160400-io481435/files/conda-environment.yaml +615 -0
  29. wandb/offline-run-20240506_160400-io481435/files/wandb-metadata.json +399 -0
  30. wandb/offline-run-20240506_160400-io481435/logs/debug-internal.log +31 -0
  31. wandb/offline-run-20240506_160400-io481435/logs/debug.log +26 -0
  32. wandb/offline-run-20240506_160400-io481435/run-io481435.wandb +0 -0
  33. wandb/offline-run-20240507_152956-gy8tfquj/files/conda-environment.yaml +615 -0
  34. wandb/offline-run-20240507_152956-gy8tfquj/files/wandb-metadata.json +399 -0
  35. wandb/offline-run-20240507_152956-gy8tfquj/files/wandb-summary.json +1 -0
  36. wandb/offline-run-20240507_152956-gy8tfquj/logs/debug-internal.log +133 -0
  37. wandb/offline-run-20240507_152956-gy8tfquj/logs/debug.log +84 -0
  38. wandb/offline-run-20240507_152956-gy8tfquj/run-gy8tfquj.wandb +0 -0
  39. wandb/offline-run-20240508_185440-w4yruoqg/files/conda-environment.yaml +668 -0
  40. wandb/offline-run-20240508_185440-w4yruoqg/files/wandb-metadata.json +399 -0
  41. wandb/offline-run-20240508_185440-w4yruoqg/logs/debug-internal.log +40 -0
  42. wandb/offline-run-20240508_185440-w4yruoqg/logs/debug.log +26 -0
  43. wandb/offline-run-20240508_185440-w4yruoqg/run-w4yruoqg.wandb +0 -0
  44. wandb/offline-run-20240508_190127-u0qvu51w/files/conda-environment.yaml +668 -0
  45. wandb/offline-run-20240508_190127-u0qvu51w/files/wandb-metadata.json +399 -0
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  49. wandb/offline-run-20240508_191952-7qm3st83/files/conda-environment.yaml +668 -0
  50. wandb/offline-run-20240508_191952-7qm3st83/files/wandb-metadata.json +399 -0
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+ 2024-05-09 14:08:55,972 INFO SenderThread:4861 [sender.py:send_request_defer():610] handle sender defer: 2
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1
+ name: base
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+ channels:
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1
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122
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123
+ 2024-05-07 15:30:05,974 DEBUG SenderThread:7128 [sender.py:send_request():406] send_request: poll_exit
124
+ 2024-05-07 15:30:05,974 DEBUG SenderThread:7128 [sender.py:send_request():406] send_request: server_info
125
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+ 2024-05-07 15:30:05,975 DEBUG HandlerThread:7128 [handler.py:handle_request():146] handle_request: sampled_history
127
+ 2024-05-07 15:30:05,975 DEBUG HandlerThread:7128 [handler.py:handle_request():146] handle_request: internal_messages
128
+ 2024-05-07 15:30:05,976 INFO MainThread:7128 [wandb_run.py:_footer_history_summary_info():3936] rendering history
129
+ 2024-05-07 15:30:05,976 INFO MainThread:7128 [wandb_run.py:_footer_history_summary_info():3968] rendering summary
130
+ 2024-05-07 15:30:05,976 DEBUG HandlerThread:7128 [handler.py:handle_request():146] handle_request: shutdown
131
+ 2024-05-07 15:30:05,976 INFO HandlerThread:7128 [handler.py:finish():866] shutting down handler
132
+ 2024-05-07 15:30:06,974 INFO WriterThread:7128 [datastore.py:close():296] close: runs/med-instruct+testmodel+stage-finetune+x7/wandb/offline-run-20240507_152956-gy8tfquj/run-gy8tfquj.wandb
133
+ 2024-05-07 15:30:06,974 INFO SenderThread:7128 [sender.py:finish():1546] shutting down sender
wandb/offline-run-20240507_152956-gy8tfquj/logs/debug.log ADDED
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1
+ 2024-05-07 15:29:56,393 INFO MainThread:6246 [wandb_setup.py:_flush():76] Current SDK version is 0.16.6
2
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_setup.py:_flush():76] Configure stats pid to 6246
3
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_setup.py:_flush():76] Loading settings from /home/users/sschmidg/.config/wandb/settings
4
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_setup.py:_flush():76] Loading settings from /scratch/groups/willhies/sschmidg/prismatic-vlms/wandb/settings
5
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
6
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
7
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'scripts/pretrain.py', 'program_abspath': '/scratch/groups/willhies/sschmidg/prismatic-vlms/scripts/pretrain.py', 'program': '/scratch/groups/willhies/sschmidg/prismatic-vlms/scripts/pretrain.py'}
8
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_setup.py:_flush():76] Applying login settings: {}
9
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_setup.py:_flush():76] Applying login settings: {'mode': 'offline'}
10
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_init.py:_log_setup():521] Logging user logs to runs/med-instruct+testmodel+stage-finetune+x7/wandb/offline-run-20240507_152956-gy8tfquj/logs/debug.log
11
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_init.py:_log_setup():522] Logging internal logs to runs/med-instruct+testmodel+stage-finetune+x7/wandb/offline-run-20240507_152956-gy8tfquj/logs/debug-internal.log
12
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_init.py:init():561] calling init triggers
13
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_init.py:init():568] wandb.init called with sweep_config: {}
14
+ config: {'model': {'type': 'one-stage+7b', 'model_id': 'testmodel', 'arch_specifier': 'no-align+gelu-mlp', 'vision_backbone_id': 'clip-vit-b', 'llm_backbone_id': 'llama2-7b-chat', 'image_resize_strategy': 'letterbox', 'llm_max_length': 2048, 'align_epochs': 1, 'align_max_steps': None, 'align_global_batch_size': 256, 'align_per_device_batch_size': 16, 'align_learning_rate': 0.001, 'align_weight_decay': 0.0, 'align_max_grad_norm': 1.0, 'align_lr_scheduler_type': 'linear-warmup+cosine-decay', 'align_warmup_ratio': 0.03, 'align_train_strategy': 'fsdp-shard-grad-op', 'finetune_epochs': 1, 'finetune_max_steps': None, 'finetune_global_batch_size': 64, 'finetune_per_device_batch_size': 4, 'finetune_learning_rate': 2e-05, 'finetune_weight_decay': 0.1, 'finetune_max_grad_norm': 1.0, 'finetune_lr_scheduler_type': 'linear-warmup+cosine-decay', 'finetune_warmup_ratio': 0.03, 'finetune_train_strategy': 'fsdp-full-shard', 'enable_gradient_checkpointing': True, 'enable_mixed_precision_training': True, 'reduce_in_full_precision': False}, 'dataset': {'type': 'med-instruct', 'dataset_id': 'med-instruct', 'align_stage_components': ['download/med-v0.1-instruct/med_v0_1_mix.json', 'download/med-v0.1-instruct'], 'finetune_stage_components': ['download/med-v0.1-instruct/med_v0_1_mix.json', 'download/med-v0.1-instruct'], 'dataset_root_dir': 'data'}, 'stage': 'finetune', 'pretrained_checkpoint': None, 'run_id': 'med-instruct+testmodel+stage-finetune+x7', 'run_root_dir': 'runs', 'seed': 7, 'trackers': ['jsonl', 'wandb'], 'wandb_project': 'onyx-vlms', 'wandb_entity': 'stanford-voltron'}
15
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_init.py:init():611] starting backend
16
+ 2024-05-07 15:29:56,394 INFO MainThread:6246 [wandb_init.py:init():615] setting up manager
17
+ 2024-05-07 15:29:56,399 INFO MainThread:6246 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
18
+ 2024-05-07 15:29:56,405 INFO MainThread:6246 [wandb_init.py:init():623] backend started and connected
19
+ 2024-05-07 15:29:56,415 INFO MainThread:6246 [wandb_init.py:init():715] updated telemetry
20
+ 2024-05-07 15:29:56,438 INFO MainThread:6246 [wandb_init.py:init():748] communicating run to backend with 90.0 second timeout
21
+ 2024-05-07 15:29:56,446 INFO MainThread:6246 [wandb_init.py:init():799] starting run threads in backend
22
+ 2024-05-07 15:30:05,894 WARNING MainThread:6246 [wandb_init.py:init():1203] interrupted
23
+ Traceback (most recent call last):
24
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/site-packages/wandb/sdk/wandb_init.py", line 1181, in init
25
+ run = wi.init()
26
+ ^^^^^^^^^
27
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/site-packages/wandb/sdk/wandb_init.py", line 841, in init
28
+ run._on_start()
29
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/site-packages/wandb/sdk/wandb_run.py", line 2389, in _on_start
30
+ self._backend.interface.publish_python_packages(working_set())
31
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/site-packages/wandb/sdk/interface/interface.py", line 295, in publish_python_packages
32
+ for pkg in working_set:
33
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/site-packages/wandb/util.py", line 1878, in working_set
34
+ yield InstalledDistribution(key=d.metadata["Name"], version=d.version)
35
+ ^^^^^^^^^^
36
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/importlib/metadata/__init__.py", line 611, in metadata
37
+ or self.read_text('PKG-INFO')
38
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^
39
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/importlib/metadata/__init__.py", line 938, in read_text
40
+ return self._path.joinpath(filename).read_text(encoding='utf-8')
41
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
42
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/pathlib.py", line 1059, in read_text
43
+ return f.read()
44
+ ^^^^^^^^
45
+ File "<frozen codecs>", line 319, in decode
46
+ KeyboardInterrupt
47
+
48
+ During handling of the above exception, another exception occurred:
49
+
50
+ Traceback (most recent call last):
51
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/site-packages/wandb/sdk/wandb_init.py", line 1189, in init
52
+ getcaller()
53
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/site-packages/wandb/sdk/wandb_init.py", line 849, in getcaller
54
+ src, line, func, stack = logger.findCaller(stack_info=True)
55
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
56
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/logging/__init__.py", line 1589, in findCaller
57
+ traceback.print_stack(f, file=sio)
58
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/traceback.py", line 207, in print_stack
59
+ print_list(extract_stack(f, limit=limit), file=file)
60
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
61
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/traceback.py", line 228, in extract_stack
62
+ stack = StackSummary.extract(walk_stack(f), limit=limit)
63
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
64
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/traceback.py", line 390, in extract
65
+ return klass._extract_from_extended_frame_gen(
66
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
67
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/traceback.py", line 433, in _extract_from_extended_frame_gen
68
+ f.line
69
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/traceback.py", line 318, in line
70
+ self._line = linecache.getline(self.filename, self.lineno)
71
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
72
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/linecache.py", line 30, in getline
73
+ lines = getlines(filename, module_globals)
74
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
75
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/linecache.py", line 46, in getlines
76
+ return updatecache(filename, module_globals)
77
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
78
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/linecache.py", line 136, in updatecache
79
+ with tokenize.open(fullname) as fp:
80
+ ^^^^^^^^^^^^^^^^^^^^^^^
81
+ File "/scratch/groups/willhies/sschmidg/Anaconda3/lib/python3.11/tokenize.py", line 396, in open
82
+ buffer = _builtin_open(filename, 'rb')
83
+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
84
+ KeyboardInterrupt
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1
+ name: base
2
+ channels:
3
+ - conda-forge
4
+ - defaults
5
+ dependencies:
6
+ - _anaconda_depends=2024.02=py311_mkl_1
7
+ - _libgcc_mutex=0.1=conda_forge
8
+ - _openmp_mutex=4.5=2_gnu
9
+ - abseil-cpp=20211102.0=hd4dd3e8_0
10
+ - aiobotocore=2.7.0=py311h06a4308_0
11
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12
+ - aioitertools=0.7.1=pyhd3eb1b0_0
13
+ - aiosignal=1.2.0=pyhd3eb1b0_0
14
+ - alabaster=0.7.12=pyhd3eb1b0_0
15
+ - altair=5.0.1=py311h06a4308_0
16
+ - anaconda-anon-usage=0.4.3=py311hfc0e8ea_100
17
+ - anaconda-catalogs=0.2.0=py311h06a4308_0
18
+ - anaconda-client=1.12.3=py311h06a4308_0
19
+ - anaconda-cloud-auth=0.1.4=py311h06a4308_0
20
+ - anaconda-navigator=2.5.2=py311h06a4308_0
21
+ - anaconda-project=0.11.1=py311h06a4308_0
22
+ - anyio=4.2.0=py311h06a4308_0
23
+ - aom=3.5.0=h27087fc_0
24
+ - appdirs=1.4.4=pyhd3eb1b0_0
25
+ - archspec=0.2.1=pyhd3eb1b0_0
26
+ - argon2-cffi=21.3.0=pyhd3eb1b0_0
27
+ - argon2-cffi-bindings=21.2.0=py311h5eee18b_0
28
+ - arrow=1.2.3=py311h06a4308_1
29
+ - arrow-cpp=14.0.2=h374c478_1
30
+ - astroid=2.14.2=py311h06a4308_0
31
+ - astropy=5.3.4=py311hf4808d0_0
32
+ - asttokens=2.0.5=pyhd3eb1b0_0
33
+ - async-lru=2.0.4=py311h06a4308_0
34
+ - atomicwrites=1.4.0=py_0
35
+ - attrs=23.1.0=py311h06a4308_0
36
+ - automat=20.2.0=py_0
37
+ - autopep8=1.6.0=pyhd3eb1b0_1
38
+ - aws-c-auth=0.6.19=h5eee18b_0
39
+ - aws-c-cal=0.5.20=hdbd6064_0
40
+ - aws-c-common=0.8.5=h5eee18b_0
41
+ - aws-c-compression=0.2.16=h5eee18b_0
42
+ - aws-c-event-stream=0.2.15=h6a678d5_0
43
+ - aws-c-http=0.6.25=h5eee18b_0
44
+ - aws-c-io=0.13.10=h5eee18b_0
45
+ - aws-c-mqtt=0.7.13=h5eee18b_0
46
+ - aws-c-s3=0.1.51=hdbd6064_0
47
+ - aws-c-sdkutils=0.1.6=h5eee18b_0
48
+ - aws-checksums=0.1.13=h5eee18b_0
49
+ - aws-crt-cpp=0.18.16=h6a678d5_0
50
+ - aws-sdk-cpp=1.10.55=h721c034_0
51
+ - babel=2.11.0=py311h06a4308_0
52
+ - backports=1.1=pyhd3eb1b0_0
53
+ - backports.functools_lru_cache=1.6.4=pyhd3eb1b0_0
54
+ - backports.tempfile=1.0=pyhd3eb1b0_1
55
+ - backports.weakref=1.0.post1=py_1
56
+ - bcrypt=3.2.0=py311h5eee18b_1
57
+ - beautifulsoup4=4.12.2=py311h06a4308_0
58
+ - binaryornot=0.4.4=pyhd3eb1b0_1
59
+ - black=23.11.0=py311h06a4308_0
60
+ - blas=1.0=mkl
61
+ - bleach=4.1.0=pyhd3eb1b0_0
62
+ - blinker=1.6.2=py311h06a4308_0
63
+ - blosc=1.21.3=h6a678d5_0
64
+ - bokeh=3.3.4=py311h92b7b1e_0
65
+ - boltons=23.0.0=py311h06a4308_0
66
+ - boost-cpp=1.82.0=hdb19cb5_2
67
+ - botocore=1.31.64=py311h06a4308_0
68
+ - bottleneck=1.3.7=py311hf4808d0_0
69
+ - brotli=1.0.9=h5eee18b_7
70
+ - brotli-bin=1.0.9=h5eee18b_7
71
+ - brotli-python=1.0.9=py311h6a678d5_7
72
+ - brunsli=0.1=h2531618_0
73
+ - bzip2=1.0.8=h7b6447c_0
74
+ - c-ares=1.19.1=h5eee18b_0
75
+ - c-blosc2=2.12.0=h80c7b02_0
76
+ - ca-certificates=2024.2.2=hbcca054_0
77
+ - cachetools=4.2.2=pyhd3eb1b0_0
78
+ - cairo=1.18.0=h3faef2a_0
79
+ - certifi=2024.2.2=pyhd8ed1ab_0
80
+ - cffi=1.16.0=py311h5eee18b_0
81
+ - cfitsio=3.470=h5893167_7
82
+ - chardet=4.0.0=py311h06a4308_1003
83
+ - charls=2.2.0=h2531618_0
84
+ - charset-normalizer=2.0.4=pyhd3eb1b0_0
85
+ - click=8.1.7=py311h06a4308_0
86
+ - cloudpickle=2.2.1=py311h06a4308_0
87
+ - clyent=1.2.2=py311h06a4308_1
88
+ - colorama=0.4.6=py311h06a4308_0
89
+ - colorcet=3.0.1=py311h06a4308_0
90
+ - comm=0.1.2=py311h06a4308_0
91
+ - conda=24.1.2=py311h38be061_0
92
+ - conda-build=24.1.2=py311h06a4308_0
93
+ - conda-content-trust=0.2.0=py311h06a4308_0
94
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95
+ - conda-libmamba-solver=24.1.0=pyhd3eb1b0_0
96
+ - conda-pack=0.6.0=pyhd3eb1b0_0
97
+ - conda-package-handling=2.2.0=py311h06a4308_0
98
+ - conda-package-streaming=0.9.0=py311h06a4308_0
99
+ - conda-repo-cli=1.0.75=py311h06a4308_0
100
+ - conda-token=0.4.0=pyhd3eb1b0_0
101
+ - conda-verify=3.4.2=py_1
102
+ - constantly=23.10.4=py311h06a4308_0
103
+ - contourpy=1.2.0=py311hdb19cb5_0
104
+ - cookiecutter=2.5.0=py311h06a4308_0
105
+ - cryptography=42.0.2=py311hdda0065_0
106
+ - cssselect=1.2.0=py311h06a4308_0
107
+ - curl=8.5.0=hdbd6064_0
108
+ - cycler=0.11.0=pyhd3eb1b0_0
109
+ - cyrus-sasl=2.1.28=h52b45da_1
110
+ - cytoolz=0.12.2=py311h5eee18b_0
111
+ - dask=2023.11.0=py311h06a4308_0
112
+ - dask-core=2023.11.0=py311h06a4308_0
113
+ - datashader=0.16.0=py311h06a4308_0
114
+ - dav1d=1.2.0=hd590300_0
115
+ - dbus=1.13.18=hb2f20db_0
116
+ - debugpy=1.6.7=py311h6a678d5_0
117
+ - defusedxml=0.7.1=pyhd3eb1b0_0
118
+ - diff-match-patch=20200713=pyhd3eb1b0_0
119
+ - distributed=2023.11.0=py311h06a4308_0
120
+ - distro=1.8.0=py311h06a4308_0
121
+ - docstring-to-markdown=0.11=py311h06a4308_0
122
+ - docutils=0.18.1=py311h06a4308_3
123
+ - entrypoints=0.4=py311h06a4308_0
124
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@@ -0,0 +1,668 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: base
2
+ channels:
3
+ - conda-forge
4
+ - defaults
5
+ dependencies:
6
+ - _anaconda_depends=2024.02=py311_mkl_1
7
+ - _libgcc_mutex=0.1=conda_forge
8
+ - _openmp_mutex=4.5=2_gnu
9
+ - abseil-cpp=20211102.0=hd4dd3e8_0
10
+ - aiobotocore=2.7.0=py311h06a4308_0
11
+ - aiohttp=3.9.3=py311h5eee18b_0
12
+ - aioitertools=0.7.1=pyhd3eb1b0_0
13
+ - aiosignal=1.2.0=pyhd3eb1b0_0
14
+ - alabaster=0.7.12=pyhd3eb1b0_0
15
+ - altair=5.0.1=py311h06a4308_0
16
+ - anaconda-anon-usage=0.4.3=py311hfc0e8ea_100
17
+ - anaconda-catalogs=0.2.0=py311h06a4308_0
18
+ - anaconda-client=1.12.3=py311h06a4308_0
19
+ - anaconda-cloud-auth=0.1.4=py311h06a4308_0
20
+ - anaconda-navigator=2.5.2=py311h06a4308_0
21
+ - anaconda-project=0.11.1=py311h06a4308_0
22
+ - anyio=4.2.0=py311h06a4308_0
23
+ - aom=3.5.0=h27087fc_0
24
+ - appdirs=1.4.4=pyhd3eb1b0_0
25
+ - archspec=0.2.1=pyhd3eb1b0_0
26
+ - argon2-cffi=21.3.0=pyhd3eb1b0_0
27
+ - argon2-cffi-bindings=21.2.0=py311h5eee18b_0
28
+ - arrow=1.2.3=py311h06a4308_1
29
+ - arrow-cpp=14.0.2=h374c478_1
30
+ - astroid=2.14.2=py311h06a4308_0
31
+ - astropy=5.3.4=py311hf4808d0_0
32
+ - asttokens=2.0.5=pyhd3eb1b0_0
33
+ - async-lru=2.0.4=py311h06a4308_0
34
+ - atomicwrites=1.4.0=py_0
35
+ - attrs=23.1.0=py311h06a4308_0
36
+ - automat=20.2.0=py_0
37
+ - autopep8=1.6.0=pyhd3eb1b0_1
38
+ - aws-c-auth=0.6.19=h5eee18b_0
39
+ - aws-c-cal=0.5.20=hdbd6064_0
40
+ - aws-c-common=0.8.5=h5eee18b_0
41
+ - aws-c-compression=0.2.16=h5eee18b_0
42
+ - aws-c-event-stream=0.2.15=h6a678d5_0
43
+ - aws-c-http=0.6.25=h5eee18b_0
44
+ - aws-c-io=0.13.10=h5eee18b_0
45
+ - aws-c-mqtt=0.7.13=h5eee18b_0
46
+ - aws-c-s3=0.1.51=hdbd6064_0
47
+ - aws-c-sdkutils=0.1.6=h5eee18b_0
48
+ - aws-checksums=0.1.13=h5eee18b_0
49
+ - aws-crt-cpp=0.18.16=h6a678d5_0
50
+ - aws-sdk-cpp=1.10.55=h721c034_0
51
+ - babel=2.11.0=py311h06a4308_0
52
+ - backports=1.1=pyhd3eb1b0_0
53
+ - backports.functools_lru_cache=1.6.4=pyhd3eb1b0_0
54
+ - backports.tempfile=1.0=pyhd3eb1b0_1
55
+ - backports.weakref=1.0.post1=py_1
56
+ - bcrypt=3.2.0=py311h5eee18b_1
57
+ - beautifulsoup4=4.12.2=py311h06a4308_0
58
+ - binaryornot=0.4.4=pyhd3eb1b0_1
59
+ - black=23.11.0=py311h06a4308_0
60
+ - blas=1.0=mkl
61
+ - bleach=4.1.0=pyhd3eb1b0_0
62
+ - blinker=1.6.2=py311h06a4308_0
63
+ - blosc=1.21.3=h6a678d5_0
64
+ - bokeh=3.3.4=py311h92b7b1e_0
65
+ - boltons=23.0.0=py311h06a4308_0
66
+ - boost-cpp=1.82.0=hdb19cb5_2
67
+ - botocore=1.31.64=py311h06a4308_0
68
+ - bottleneck=1.3.7=py311hf4808d0_0
69
+ - brotli=1.0.9=h5eee18b_7
70
+ - brotli-bin=1.0.9=h5eee18b_7
71
+ - brotli-python=1.0.9=py311h6a678d5_7
72
+ - brunsli=0.1=h2531618_0
73
+ - bzip2=1.0.8=h7b6447c_0
74
+ - c-ares=1.19.1=h5eee18b_0
75
+ - c-blosc2=2.12.0=h80c7b02_0
76
+ - ca-certificates=2024.2.2=hbcca054_0
77
+ - cachetools=4.2.2=pyhd3eb1b0_0
78
+ - cairo=1.18.0=h3faef2a_0
79
+ - certifi=2024.2.2=pyhd8ed1ab_0
80
+ - cffi=1.16.0=py311h5eee18b_0
81
+ - cfitsio=3.470=h5893167_7
82
+ - chardet=4.0.0=py311h06a4308_1003
83
+ - charls=2.2.0=h2531618_0
84
+ - charset-normalizer=2.0.4=pyhd3eb1b0_0
85
+ - click=8.1.7=py311h06a4308_0
86
+ - cloudpickle=2.2.1=py311h06a4308_0
87
+ - clyent=1.2.2=py311h06a4308_1
88
+ - colorama=0.4.6=py311h06a4308_0
89
+ - colorcet=3.0.1=py311h06a4308_0
90
+ - comm=0.1.2=py311h06a4308_0
91
+ - conda=24.1.2=py311h38be061_0
92
+ - conda-build=24.1.2=py311h06a4308_0
93
+ - conda-content-trust=0.2.0=py311h06a4308_0
94
+ - conda-index=0.4.0=pyhd3eb1b0_0
95
+ - conda-libmamba-solver=24.1.0=pyhd3eb1b0_0
96
+ - conda-pack=0.6.0=pyhd3eb1b0_0
97
+ - conda-package-handling=2.2.0=py311h06a4308_0
98
+ - conda-package-streaming=0.9.0=py311h06a4308_0
99
+ - conda-repo-cli=1.0.75=py311h06a4308_0
100
+ - conda-token=0.4.0=pyhd3eb1b0_0
101
+ - conda-verify=3.4.2=py_1
102
+ - constantly=23.10.4=py311h06a4308_0
103
+ - contourpy=1.2.0=py311hdb19cb5_0
104
+ - cookiecutter=2.5.0=py311h06a4308_0
105
+ - cryptography=42.0.2=py311hdda0065_0
106
+ - cssselect=1.2.0=py311h06a4308_0
107
+ - curl=8.5.0=hdbd6064_0
108
+ - cycler=0.11.0=pyhd3eb1b0_0
109
+ - cyrus-sasl=2.1.28=h52b45da_1
110
+ - cytoolz=0.12.2=py311h5eee18b_0
111
+ - dask=2023.11.0=py311h06a4308_0
112
+ - dask-core=2023.11.0=py311h06a4308_0
113
+ - datashader=0.16.0=py311h06a4308_0
114
+ - dav1d=1.2.0=hd590300_0
115
+ - dbus=1.13.18=hb2f20db_0
116
+ - debugpy=1.6.7=py311h6a678d5_0
117
+ - defusedxml=0.7.1=pyhd3eb1b0_0
118
+ - diff-match-patch=20200713=pyhd3eb1b0_0
119
+ - distributed=2023.11.0=py311h06a4308_0
120
+ - distro=1.8.0=py311h06a4308_0
121
+ - docstring-to-markdown=0.11=py311h06a4308_0
122
+ - docutils=0.18.1=py311h06a4308_3
123
+ - entrypoints=0.4=py311h06a4308_0
124
+ - et_xmlfile=1.1.0=py311h06a4308_0
125
+ - executing=0.8.3=pyhd3eb1b0_0
126
+ - expat=2.5.0=h6a678d5_0
127
+ - ffmpeg=6.0.0=gpl_h5bb71f3_100
128
+ - filelock=3.13.1=py311h06a4308_0
129
+ - flake8=6.0.0=py311h06a4308_0
130
+ - flask=2.2.5=py311h06a4308_0
131
+ - fmt=9.1.0=hdb19cb5_0
132
+ - font-ttf-dejavu-sans-mono=2.37=hab24e00_0
133
+ - font-ttf-inconsolata=3.000=h77eed37_0
134
+ - font-ttf-source-code-pro=2.038=h77eed37_0
135
+ - font-ttf-ubuntu=0.83=h77eed37_2
136
+ - fontconfig=2.14.2=h14ed4e7_0
137
+ - fonts-conda-ecosystem=1=0
138
+ - fonts-conda-forge=1=0
139
+ - fonttools=4.25.0=pyhd3eb1b0_0
140
+ - freetype=2.12.1=h4a9f257_0
141
+ - fribidi=1.0.10=h36c2ea0_0
142
+ - frozenlist=1.4.0=py311h5eee18b_0
143
+ - fsspec=2023.10.0=py311h06a4308_0
144
+ - future=0.18.3=py311h06a4308_0
145
+ - gensim=4.3.0=py311hba01205_1
146
+ - gettext=0.22.5=h59595ed_2
147
+ - gettext-tools=0.22.5=h59595ed_2
148
+ - gflags=2.2.2=h6a678d5_1
149
+ - giflib=5.2.1=h5eee18b_3
150
+ - gitdb=4.0.7=pyhd3eb1b0_0
151
+ - gitpython=3.1.37=py311h06a4308_0
152
+ - glib=2.78.4=h6a678d5_0
153
+ - glib-tools=2.78.4=h6a678d5_0
154
+ - glog=0.5.0=h6a678d5_1
155
+ - gmp=6.2.1=h295c915_3
156
+ - gmpy2=2.1.2=py311hc9b5ff0_0
157
+ - gnutls=3.7.9=hb077bed_0
158
+ - graphite2=1.3.13=h59595ed_1003
159
+ - greenlet=3.0.1=py311h6a678d5_0
160
+ - grpc-cpp=1.48.2=he1ff14a_1
161
+ - gst-plugins-base=1.14.1=h6a678d5_1
162
+ - gstreamer=1.14.1=h5eee18b_1
163
+ - h5py=3.9.0=py311hdd6beaf_0
164
+ - harfbuzz=8.3.0=h3d44ed6_0
165
+ - hdf5=1.12.1=h2b7332f_3
166
+ - heapdict=1.0.1=pyhd3eb1b0_0
167
+ - holoviews=1.18.3=py311h06a4308_0
168
+ - hvplot=0.9.2=py311h06a4308_0
169
+ - hyperlink=21.0.0=pyhd3eb1b0_0
170
+ - icu=73.2=h59595ed_0
171
+ - idna=3.4=py311h06a4308_0
172
+ - imagecodecs=2023.1.23=py311h8105a5c_0
173
+ - imageio=2.33.1=py311h06a4308_0
174
+ - imagesize=1.4.1=py311h06a4308_0
175
+ - imbalanced-learn=0.11.0=py311h06a4308_1
176
+ - importlib-metadata=7.0.1=py311h06a4308_0
177
+ - importlib_metadata=7.0.1=hd3eb1b0_0
178
+ - incremental=22.10.0=pyhd3eb1b0_0
179
+ - inflection=0.5.1=py311h06a4308_0
180
+ - iniconfig=1.1.1=pyhd3eb1b0_0
181
+ - intake=0.6.8=py311h06a4308_0
182
+ - intel-openmp=2023.1.0=hdb19cb5_46306
183
+ - intervaltree=3.1.0=pyhd3eb1b0_0
184
+ - ipykernel=6.28.0=py311h06a4308_0
185
+ - ipython=8.20.0=py311h06a4308_0
186
+ - ipython_genutils=0.2.0=pyhd3eb1b0_1
187
+ - ipywidgets=7.6.5=pyhd3eb1b0_2
188
+ - isort=5.9.3=pyhd3eb1b0_0
189
+ - itemadapter=0.3.0=pyhd3eb1b0_0
190
+ - itemloaders=1.1.0=py311h06a4308_0
191
+ - itsdangerous=2.0.1=pyhd3eb1b0_0
192
+ - jaraco.classes=3.2.1=pyhd3eb1b0_0
193
+ - jedi=0.18.1=py311h06a4308_1
194
+ - jeepney=0.7.1=pyhd3eb1b0_0
195
+ - jellyfish=1.0.1=py311hb02cf49_0
196
+ - jinja2=3.1.3=py311h06a4308_0
197
+ - jmespath=1.0.1=py311h06a4308_0
198
+ - joblib=1.2.0=py311h06a4308_0
199
+ - jpeg=9e=h5eee18b_1
200
+ - jq=1.6=h27cfd23_1000
201
+ - json5=0.9.6=pyhd3eb1b0_0
202
+ - jsonpatch=1.32=pyhd3eb1b0_0
203
+ - jsonpointer=2.1=pyhd3eb1b0_0
204
+ - jsonschema=4.19.2=py311h06a4308_0
205
+ - jsonschema-specifications=2023.7.1=py311h06a4308_0
206
+ - jupyter=1.0.0=py311h06a4308_9
207
+ - jupyter-lsp=2.2.0=py311h06a4308_0
208
+ - jupyter_client=8.6.0=py311h06a4308_0
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+ - jupyter_console=6.6.3=py311h06a4308_0
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+ - jupyter_core=5.5.0=py311h06a4308_0
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+ - jupyter_events=0.8.0=py311h06a4308_0
212
+ - jupyter_server=2.10.0=py311h06a4308_0
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+ - jupyter_server_terminals=0.4.4=py311h06a4308_1
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+ - jupyterlab=4.0.11=py311h06a4308_0
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+ - jupyterlab-variableinspector=3.1.0=py311h06a4308_0
216
+ - jupyterlab_pygments=0.1.2=py_0
217
+ - jupyterlab_server=2.25.1=py311h06a4308_0
218
+ - jupyterlab_widgets=3.0.9=py311h06a4308_0
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+ - jxrlib=1.1=h7b6447c_2
220
+ - keyring=23.13.1=py311h06a4308_0
221
+ - kiwisolver=1.4.4=py311h6a678d5_0
222
+ - krb5=1.20.1=h143b758_1
223
+ - lame=3.100=h166bdaf_1003
224
+ - lazy-object-proxy=1.6.0=py311h5eee18b_0
225
+ - lazy_loader=0.3=py311h06a4308_0
226
+ - lcms2=2.12=h3be6417_0
227
+ - ld_impl_linux-64=2.38=h1181459_1
228
+ - lerc=3.0=h295c915_0
229
+ - libaec=1.0.4=he6710b0_1
230
+ - libarchive=3.6.2=h6ac8c49_2
231
+ - libasprintf=0.22.5=h661eb56_2
232
+ - libasprintf-devel=0.22.5=h661eb56_2
233
+ - libass=0.17.1=h8fe9dca_1
234
+ - libavif=0.11.1=hff004cb_1
235
+ - libboost=1.82.0=h109eef0_2
236
+ - libbrotlicommon=1.0.9=h5eee18b_7
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+ - libbrotlidec=1.0.9=h5eee18b_7
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+ - libbrotlienc=1.0.9=h5eee18b_7
239
+ - libclang=14.0.6=default_hc6dbbc7_1
240
+ - libclang13=14.0.6=default_he11475f_1
241
+ - libcups=2.4.2=h2d74bed_1
242
+ - libcurl=8.5.0=h251f7ec_0
243
+ - libdeflate=1.17=h5eee18b_1
244
+ - libdrm=2.4.120=hd590300_0
245
+ - libedit=3.1.20230828=h5eee18b_0
246
+ - libev=4.33=h7f8727e_1
247
+ - libevent=2.1.12=hdbd6064_1
248
+ - libexpat=2.5.0=hcb278e6_1
249
+ - libffi=3.4.4=h6a678d5_0
250
+ - libgcc-ng=13.2.0=h77fa898_7
251
+ - libgettextpo=0.22.5=h59595ed_2
252
+ - libgettextpo-devel=0.22.5=h59595ed_2
253
+ - libgfortran-ng=11.2.0=h00389a5_1
254
+ - libgfortran5=11.2.0=h1234567_1
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+ - libglib=2.78.4=hdc74915_0
256
+ - libgomp=13.2.0=h77fa898_7
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+ - libiconv=1.16=h7f8727e_2
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+ - libidn2=2.3.7=hd590300_0
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+ - liblief=0.12.3=h6a678d5_0
260
+ - libllvm14=14.0.6=hdb19cb5_3
261
+ - libmamba=1.5.6=haf1ee3a_0
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+ - libmambapy=1.5.6=py311h2dafd23_0
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+ - libnghttp2=1.57.0=h2d74bed_0
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+ - libnsl=2.0.1=hd590300_0
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+ - libopus=1.3.1=h7f98852_1
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+ - libpciaccess=0.18=hd590300_0
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+ - libpng=1.6.39=h5eee18b_0
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+ - libpq=12.17=hdbd6064_0
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+ - libprotobuf=3.20.3=he621ea3_0
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+ - libsodium=1.0.18=h7b6447c_0
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+ - libsolv=0.7.24=he621ea3_0
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+ - libspatialindex=1.9.3=h2531618_0
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+ - libsqlite=3.45.3=h2797004_0
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+ - libssh2=1.10.0=hdbd6064_2
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+ - libstdcxx-ng=13.2.0=hc0a3c3a_7
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+ - libtasn1=4.19.0=h166bdaf_0
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+ - libthrift=0.15.0=h1795dd8_2
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+ - libtiff=4.5.1=h6a678d5_0
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+ - libunistring=0.9.10=h7f98852_0
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+ - lz4=4.3.2=py311h5eee18b_0
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361
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379
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383
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384
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385
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386
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387
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388
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389
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390
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391
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392
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393
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394
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395
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396
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397
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398
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399
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400
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401
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402
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403
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404
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405
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406
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407
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408
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409
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410
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411
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412
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413
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414
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415
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416
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417
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418
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419
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420
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421
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422
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423
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424
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425
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426
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427
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428
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429
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430
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431
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432
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433
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434
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435
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436
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437
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439
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440
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441
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442
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443
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444
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445
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446
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447
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448
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449
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451
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452
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453
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455
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536
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538
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539
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551
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552
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561
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570
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571
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572
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573
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574
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575
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576
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577
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578
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579
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580
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582
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583
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584
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585
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586
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587
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588
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589
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590
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591
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592
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593
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594
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595
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596
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597
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598
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599
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600
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601
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602
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603
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604
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605
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606
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607
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608
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609
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610
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611
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612
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613
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614
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615
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616
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617
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618
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619
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620
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621
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622
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623
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624
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625
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626
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627
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628
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629
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630
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631
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632
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633
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634
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635
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