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  1. .config/.last_opt_in_prompt.yaml +1 -0
  2. .config/.last_survey_prompt.yaml +1 -0
  3. .config/.last_update_check.json +1 -0
  4. .config/active_config +1 -0
  5. .config/config_sentinel +0 -0
  6. .config/configurations/config_default +6 -0
  7. .config/default_configs.db +0 -0
  8. .config/gce +1 -0
  9. .config/logs/2023.08.31/13.24.06.550663.log +596 -0
  10. .config/logs/2023.08.31/13.24.32.047854.log +5 -0
  11. .config/logs/2023.08.31/13.24.55.974256.log +169 -0
  12. .config/logs/2023.08.31/13.25.03.338259.log +5 -0
  13. .config/logs/2023.08.31/13.25.27.753261.log +8 -0
  14. .config/logs/2023.08.31/13.25.28.491021.log +8 -0
  15. .gitattributes +2 -0
  16. .gitignore +162 -0
  17. .pre-commit-config.yaml +50 -0
  18. .vscode/settings.json +21 -0
  19. LICENSE +21 -0
  20. README.md +7 -3
  21. SD-XL/.vscode/settings.json +21 -0
  22. app.py +348 -0
  23. notebook.ipynb +81 -0
  24. requirements.txt +7 -0
  25. sample_data/README.md +19 -0
  26. sample_data/anscombe.json +49 -0
  27. sample_data/california_housing_test.csv +0 -0
  28. sample_data/california_housing_train.csv +0 -0
  29. sample_data/mnist_test.csv +3 -0
  30. sample_data/mnist_train_small.csv +3 -0
  31. style.css +16 -0
.config/.last_opt_in_prompt.yaml ADDED
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+ {}
.config/.last_survey_prompt.yaml ADDED
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+ last_prompt_time: 1693488295.278643
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1693488302.767418, "last_update_check_revision": 20230822145232, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
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+ default
.config/config_sentinel ADDED
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.config/configurations/config_default ADDED
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+ [component_manager]
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.config/default_configs.db ADDED
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.config/gce ADDED
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+ 2023-08-31 13:24:21,820 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
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+ 2023-08-31 13:24:21,824 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2023-08-31 13:24:21,917 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20220920185015.tar.gz HTTP/1.1" 200 1837
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+ 2023-08-31 13:24:21,918 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2023-08-31 13:24:21,927 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.9 ═╣
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+ 2023-08-31 13:24:21,927 INFO ___FILE_ONLY___ ╚
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+ 2023-08-31 13:24:21,931 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2023-08-31 13:24:22,069 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20230707144938.tar.gz HTTP/1.1" 200 66719069
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+ 2023-08-31 13:24:26,134 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.9 ═╣
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+ 2023-08-31 13:24:26,140 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
366
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368
+ 2023-08-31 13:24:26,144 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
369
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370
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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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433
+
434
+ 2023-08-31 13:24:27,873 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
435
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436
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437
+ 2023-08-31 13:24:27,877 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
438
+ 2023-08-31 13:24:28,015 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20220920185015.tar.gz HTTP/1.1" 200 1851
439
+ 2023-08-31 13:24:28,016 INFO ___FILE_ONLY___ ══════════════════════════════
440
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441
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442
+
443
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444
+
445
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446
+
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448
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449
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450
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452
+
453
+ 2023-08-31 13:24:28,032 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
454
+
455
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456
+ 2023-08-31 13:24:28,035 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
457
+ 2023-08-31 13:24:28,133 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20220920185015.tar.gz HTTP/1.1" 200 2221
458
+ 2023-08-31 13:24:28,134 INFO ___FILE_ONLY___ ══════════════════════════════
459
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460
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461
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462
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464
+
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466
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468
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469
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470
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472
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+ 2023-08-31 13:24:28,185 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
474
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476
+ 2023-08-31 13:24:28,188 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
477
+ 2023-08-31 13:24:28,332 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20230728162818.tar.gz HTTP/1.1" 200 1272375
478
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479
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480
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481
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482
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483
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484
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485
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486
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487
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488
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489
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490
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491
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492
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493
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494
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495
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496
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497
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498
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499
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500
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501
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502
+ 2023-08-31 13:24:28,381 INFO ___FILE_ONLY___ ═
503
+ 2023-08-31 13:24:28,381 INFO ___FILE_ONLY___ ═
504
+ 2023-08-31 13:24:28,381 INFO ___FILE_ONLY___ ═
505
+ 2023-08-31 13:24:28,381 INFO ___FILE_ONLY___ ═
506
+ 2023-08-31 13:24:28,381 INFO ___FILE_ONLY___ ═
507
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508
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509
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510
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511
+
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513
+
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+ 2023-08-31 13:24:28,424 INFO ___FILE_ONLY___ ╠═ Installing: anthoscli ═╣
515
+
516
+ 2023-08-31 13:24:28,425 INFO ___FILE_ONLY___ ╚
517
+ 2023-08-31 13:24:28,428 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
518
+ 2023-08-31 13:24:28,571 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-anthoscli-linux-x86_64-20230811080439.tar.gz HTTP/1.1" 200 71743762
519
+ 2023-08-31 13:24:29,027 INFO ___FILE_ONLY___ ═
520
+ 2023-08-31 13:24:29,029 INFO ___FILE_ONLY___ ═
521
+ 2023-08-31 13:24:29,032 INFO ___FILE_ONLY___ ═
522
+ 2023-08-31 13:24:29,034 INFO ___FILE_ONLY___ ═
523
+ 2023-08-31 13:24:29,037 INFO ___FILE_ONLY___ ═
524
+ 2023-08-31 13:24:29,039 INFO ___FILE_ONLY___ ═
525
+ 2023-08-31 13:24:29,042 INFO ___FILE_ONLY___ ═
526
+ 2023-08-31 13:24:29,044 INFO ___FILE_ONLY___ ═
527
+ 2023-08-31 13:24:29,047 INFO ___FILE_ONLY___ ═
528
+ 2023-08-31 13:24:29,049 INFO ___FILE_ONLY___ ═
529
+ 2023-08-31 13:24:29,052 INFO ___FILE_ONLY___ ═
530
+ 2023-08-31 13:24:29,054 INFO ___FILE_ONLY___ ═
531
+ 2023-08-31 13:24:29,057 INFO ___FILE_ONLY___ ═
532
+ 2023-08-31 13:24:29,059 INFO ___FILE_ONLY___ ═
533
+ 2023-08-31 13:24:29,062 INFO ___FILE_ONLY___ ═
534
+ 2023-08-31 13:24:29,064 INFO ___FILE_ONLY___ ═
535
+ 2023-08-31 13:24:29,067 INFO ___FILE_ONLY___ ═
536
+ 2023-08-31 13:24:29,069 INFO ___FILE_ONLY___ ═
537
+ 2023-08-31 13:24:29,072 INFO ___FILE_ONLY___ ═
538
+ 2023-08-31 13:24:29,075 INFO ___FILE_ONLY___ ═
539
+ 2023-08-31 13:24:29,077 INFO ___FILE_ONLY___ ═
540
+ 2023-08-31 13:24:29,080 INFO ___FILE_ONLY___ ═
541
+ 2023-08-31 13:24:29,082 INFO ___FILE_ONLY___ ═
542
+ 2023-08-31 13:24:29,085 INFO ___FILE_ONLY___ ═
543
+ 2023-08-31 13:24:29,087 INFO ___FILE_ONLY___ ═
544
+ 2023-08-31 13:24:29,090 INFO ___FILE_ONLY___ ═
545
+ 2023-08-31 13:24:29,092 INFO ___FILE_ONLY___ ═
546
+ 2023-08-31 13:24:29,095 INFO ___FILE_ONLY___ ═
547
+ 2023-08-31 13:24:29,098 INFO ___FILE_ONLY___ ═
548
+ 2023-08-31 13:24:29,100 INFO ___FILE_ONLY___ ═
549
+ 2023-08-31 13:24:31,269 INFO ___FILE_ONLY___ ══════════
550
+ 2023-08-31 13:24:31,274 INFO ___FILE_ONLY___ ═════════
551
+ 2023-08-31 13:24:31,300 INFO ___FILE_ONLY___ ═══════════
552
+ 2023-08-31 13:24:31,300 INFO ___FILE_ONLY___ ╝
553
+
554
+ 2023-08-31 13:24:31,321 INFO ___FILE_ONLY___ ╔═════════════════════════════════��══════════════════════════╗
555
+
556
+ 2023-08-31 13:24:31,321 INFO ___FILE_ONLY___ ╠═ Installing: anthoscli ═╣
557
+
558
+ 2023-08-31 13:24:31,321 INFO ___FILE_ONLY___ ╚
559
+ 2023-08-31 13:24:31,325 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
560
+ 2023-08-31 13:24:31,325 INFO ___FILE_ONLY___ ╝
561
+
562
+ 2023-08-31 13:24:31,327 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
563
+
564
+ 2023-08-31 13:24:31,327 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies ═╣
565
+
566
+ 2023-08-31 13:24:31,327 INFO ___FILE_ONLY___ ╚
567
+ 2023-08-31 13:24:31,331 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
568
+ 2023-08-31 13:24:31,471 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/1.1" 200 104
569
+ 2023-08-31 13:24:31,472 INFO ___FILE_ONLY___ ══════════════════════════════
570
+ 2023-08-31 13:24:31,472 INFO ___FILE_ONLY___ ══════════════════════════════
571
+ 2023-08-31 13:24:31,472 INFO ___FILE_ONLY___ ╝
572
+
573
+ 2023-08-31 13:24:31,481 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
574
+
575
+ 2023-08-31 13:24:31,481 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
576
+
577
+ 2023-08-31 13:24:31,481 INFO ___FILE_ONLY___ ╚
578
+ 2023-08-31 13:24:31,481 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
579
+ 2023-08-31 13:24:31,481 INFO ___FILE_ONLY___ ══════════════════════════════
580
+ 2023-08-31 13:24:31,481 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
581
+ 2023-08-31 13:24:31,481 INFO ___FILE_ONLY___ ══════════════════════════════
582
+ 2023-08-31 13:24:31,481 INFO ___FILE_ONLY___ ╝
583
+
584
+ 2023-08-31 13:24:31,485 DEBUG root Updating notification cache...
585
+ 2023-08-31 13:24:31,485 INFO ___FILE_ONLY___
586
+
587
+ 2023-08-31 13:24:31,487 INFO ___FILE_ONLY___ Performing post processing steps...
588
+ 2023-08-31 13:24:31,488 DEBUG root Executing command: ['python3', '-S', '/tools/google-cloud-sdk/lib/gcloud.py', 'components', 'post-process']
589
+ 2023-08-31 13:24:55,124 DEBUG ___FILE_ONLY___
590
+ 2023-08-31 13:24:55,124 DEBUG ___FILE_ONLY___
591
+ 2023-08-31 13:24:55,274 INFO ___FILE_ONLY___
592
+ Update done!
593
+
594
+
595
+ 2023-08-31 13:24:55,277 DEBUG root Chosen display Format:none
596
+ 2023-08-31 13:24:55,277 INFO root Display format: "none"
.config/logs/2023.08.31/13.24.32.047854.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2023-08-31 13:24:32,048 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-08-31 13:24:32,051 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2023-08-31 13:24:32,053 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2023-08-31 13:24:55,001 DEBUG root Chosen display Format:none
5
+ 2023-08-31 13:24:55,001 INFO root Display format: "none"
.config/logs/2023.08.31/13.24.55.974256.log ADDED
@@ -0,0 +1,169 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2023-08-31 13:24:55,975 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-08-31 13:24:55,978 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2023-08-31 13:24:55,980 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2023-08-31 13:24:55,981 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2023-08-31 13:24:55,986 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2023-08-31 13:24:56,125 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 209939
8
+ 2023-08-31 13:24:56,142 WARNING root Component [preview] no longer exists.
9
+ 2023-08-31 13:24:56,143 WARNING root Component [compute] no longer exists.
10
+ 2023-08-31 13:24:56,144 INFO ___FILE_ONLY___
11
+
12
+ 2023-08-31 13:24:56,144 INFO ___FILE_ONLY___
13
+ Your current Google Cloud CLI version is: 444.0.0
14
+
15
+ 2023-08-31 13:24:56,144 INFO ___FILE_ONLY___ Installing components from version: 444.0.0
16
+
17
+ 2023-08-31 13:24:56,144 INFO ___FILE_ONLY___
18
+
19
+ 2023-08-31 13:24:56,145 DEBUG root Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
20
+ 2023-08-31 13:24:56,146 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
21
+ 2023-08-31 13:24:56,146 DEBUG root Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
22
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___ ┌──────────────────────────────────────────────┐
23
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___
24
+
25
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___ │ These components will be installed. │
26
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___
27
+
28
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___ ├───────────────────────┬────────────┬─────────┤
29
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___
30
+
31
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
32
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___
33
+
34
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___ ├───────────────────────┼────────────┼─────────┤
35
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___
36
+
37
+ 2023-08-31 13:24:56,148 INFO ___FILE_ONLY___ │
38
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___ gcloud Alpha Commands
39
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___
40
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___ │
41
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___ 2023.08.22
42
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___
43
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___ │
44
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___ < 1 MiB
45
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___
46
+ 2023-08-31 13:24:56,149 INFO ___FILE_ONLY___ │
47
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___
48
+
49
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___ │
50
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___ gcloud Beta Commands
51
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___
52
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___ │
53
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___ 2023.08.22
54
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___
55
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___ │
56
+ 2023-08-31 13:24:56,150 INFO ___FILE_ONLY___ < 1 MiB
57
+ 2023-08-31 13:24:56,151 INFO ___FILE_ONLY___
58
+ 2023-08-31 13:24:56,151 INFO ___FILE_ONLY___ │
59
+ 2023-08-31 13:24:56,151 INFO ___FILE_ONLY___
60
+
61
+ 2023-08-31 13:24:56,151 INFO ___FILE_ONLY___ └───────────────────────┴────────────┴─────────┘
62
+ 2023-08-31 13:24:56,151 INFO ___FILE_ONLY___
63
+
64
+ 2023-08-31 13:24:56,151 INFO ___FILE_ONLY___
65
+
66
+ 2023-08-31 13:24:56,155 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
67
+ 2023-08-31 13:24:56,254 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 1063702
68
+ 2023-08-31 13:24:56,317 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
69
+ https://cloud.google.com/sdk/release_notes
70
+
71
+
72
+ 2023-08-31 13:24:56,320 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
73
+
74
+ 2023-08-31 13:24:56,320 INFO ___FILE_ONLY___ ╠═ Creating update staging area ═╣
75
+
76
+ 2023-08-31 13:24:56,320 INFO ___FILE_ONLY___ ╚
77
+ 2023-08-31 13:24:56,320 INFO ___FILE_ONLY___ ══════
78
+ 2023-08-31 13:24:56,867 INFO ___FILE_ONLY___ ══════
79
+ 2023-08-31 13:24:56,867 INFO ___FILE_ONLY___ ══════
80
+ 2023-08-31 13:24:57,074 INFO ___FILE_ONLY___ ═
81
+ 2023-08-31 13:24:57,124 INFO ___FILE_ONLY___ ═
82
+ 2023-08-31 13:24:57,183 INFO ___FILE_ONLY___ ═
83
+ 2023-08-31 13:24:57,228 INFO ___FILE_ONLY___ ═
84
+ 2023-08-31 13:24:57,272 INFO ___FILE_ONLY___ ═
85
+ 2023-08-31 13:24:57,314 INFO ___FILE_ONLY___ ═
86
+ 2023-08-31 13:24:57,371 INFO ___FILE_ONLY___ ═
87
+ 2023-08-31 13:24:57,432 INFO ___FILE_ONLY___ ═
88
+ 2023-08-31 13:24:57,488 INFO ___FILE_ONLY___ ═
89
+ 2023-08-31 13:24:57,533 INFO ___FILE_ONLY___ ═
90
+ 2023-08-31 13:24:57,584 INFO ___FILE_ONLY___ ═
91
+ 2023-08-31 13:24:57,635 INFO ___FILE_ONLY___ ═
92
+ 2023-08-31 13:24:57,688 INFO ___FILE_ONLY___ ═
93
+ 2023-08-31 13:24:57,806 INFO ___FILE_ONLY___ ═
94
+ 2023-08-31 13:24:57,879 INFO ___FILE_ONLY___ ═
95
+ 2023-08-31 13:24:57,928 INFO ___FILE_ONLY___ ═
96
+ 2023-08-31 13:24:57,979 INFO ___FILE_ONLY___ ═
97
+ 2023-08-31 13:24:58,028 INFO ___FILE_ONLY___ ═
98
+ 2023-08-31 13:24:58,075 INFO ___FILE_ONLY___ ═
99
+ 2023-08-31 13:24:58,152 INFO ___FILE_ONLY___ ═
100
+ 2023-08-31 13:24:58,207 INFO ___FILE_ONLY___ ═
101
+ 2023-08-31 13:24:58,276 INFO ___FILE_ONLY___ ═
102
+ 2023-08-31 13:24:58,328 INFO ___FILE_ONLY___ ═
103
+ 2023-08-31 13:24:58,381 INFO ___FILE_ONLY___ ═
104
+ 2023-08-31 13:24:58,430 INFO ___FILE_ONLY___ ═
105
+ 2023-08-31 13:24:58,715 INFO ___FILE_ONLY___ ═
106
+ 2023-08-31 13:24:58,909 INFO ___FILE_ONLY___ ═
107
+ 2023-08-31 13:24:59,028 INFO ___FILE_ONLY___ ═
108
+ 2023-08-31 13:24:59,067 INFO ___FILE_ONLY___ ═
109
+ 2023-08-31 13:24:59,101 INFO ___FILE_ONLY___ ═
110
+ 2023-08-31 13:24:59,131 INFO ___FILE_ONLY___ ═
111
+ 2023-08-31 13:24:59,161 INFO ___FILE_ONLY___ ═
112
+ 2023-08-31 13:24:59,203 INFO ___FILE_ONLY___ ═
113
+ 2023-08-31 13:24:59,287 INFO ___FILE_ONLY___ ═
114
+ 2023-08-31 13:24:59,354 INFO ___FILE_ONLY___ ═
115
+ 2023-08-31 13:24:59,431 INFO ___FILE_ONLY___ ═
116
+ 2023-08-31 13:24:59,508 INFO ___FILE_ONLY___ ═
117
+ 2023-08-31 13:24:59,569 INFO ___FILE_ONLY___ ═
118
+ 2023-08-31 13:24:59,624 INFO ___FILE_ONLY___ ═
119
+ 2023-08-31 13:24:59,675 INFO ___FILE_ONLY___ ═
120
+ 2023-08-31 13:24:59,731 INFO ___FILE_ONLY___ ═
121
+ 2023-08-31 13:24:59,781 INFO ___FILE_ONLY___ ═
122
+ 2023-08-31 13:24:59,781 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2023-08-31 13:25:02,456 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2023-08-31 13:25:02,456 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
127
+
128
+ 2023-08-31 13:25:02,456 INFO ___FILE_ONLY___ ╚
129
+ 2023-08-31 13:25:02,460 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
130
+ 2023-08-31 13:25:02,598 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20230822145232.tar.gz HTTP/1.1" 200 800
131
+ 2023-08-31 13:25:02,599 INFO ___FILE_ONLY___ ══════════════════════════════
132
+ 2023-08-31 13:25:02,600 INFO ___FILE_ONLY___ ══════════════════════════════
133
+ 2023-08-31 13:25:02,600 INFO ___FILE_ONLY___ ╝
134
+
135
+ 2023-08-31 13:25:02,609 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
136
+
137
+ 2023-08-31 13:25:02,610 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
138
+
139
+ 2023-08-31 13:25:02,610 INFO ___FILE_ONLY___ ╚
140
+ 2023-08-31 13:25:02,614 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
141
+ 2023-08-31 13:25:02,752 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20230822145232.tar.gz HTTP/1.1" 200 797
142
+ 2023-08-31 13:25:02,753 INFO ___FILE_ONLY___ ══════════════════════════════
143
+ 2023-08-31 13:25:02,754 INFO ___FILE_ONLY___ ══════════════════════════════
144
+ 2023-08-31 13:25:02,754 INFO ___FILE_ONLY___ ╝
145
+
146
+ 2023-08-31 13:25:02,762 INFO ___FILE_ONLY___ ��════════════════════════════════════════════════════════════╗
147
+
148
+ 2023-08-31 13:25:02,762 INFO ___FILE_ONLY___ ╠═ Creating backup and activating new installation ═╣
149
+
150
+ 2023-08-31 13:25:02,762 INFO ___FILE_ONLY___ ╚
151
+ 2023-08-31 13:25:02,762 DEBUG root Attempting to move directory [/tools/google-cloud-sdk] to [/tools/google-cloud-sdk.staging/.install/.backup]
152
+ 2023-08-31 13:25:02,763 INFO ___FILE_ONLY___ ══════════════════════════════
153
+ 2023-08-31 13:25:02,763 DEBUG root Attempting to move directory [/tools/google-cloud-sdk.staging] to [/tools/google-cloud-sdk]
154
+ 2023-08-31 13:25:02,763 INFO ___FILE_ONLY___ ══════════════════════════════
155
+ 2023-08-31 13:25:02,763 INFO ___FILE_ONLY___ ╝
156
+
157
+ 2023-08-31 13:25:02,767 DEBUG root Updating notification cache...
158
+ 2023-08-31 13:25:02,767 INFO ___FILE_ONLY___
159
+
160
+ 2023-08-31 13:25:02,769 INFO ___FILE_ONLY___ Performing post processing steps...
161
+ 2023-08-31 13:25:02,770 DEBUG root Executing command: ['python3', '-S', '/tools/google-cloud-sdk/lib/gcloud.py', 'components', 'post-process']
162
+ 2023-08-31 13:25:27,032 DEBUG ___FILE_ONLY___
163
+ 2023-08-31 13:25:27,032 DEBUG ___FILE_ONLY___
164
+ 2023-08-31 13:25:27,056 INFO ___FILE_ONLY___
165
+ Update done!
166
+
167
+
168
+ 2023-08-31 13:25:27,059 DEBUG root Chosen display Format:none
169
+ 2023-08-31 13:25:27,059 INFO root Display format: "none"
.config/logs/2023.08.31/13.25.03.338259.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2023-08-31 13:25:03,339 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2023-08-31 13:25:03,341 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2023-08-31 13:25:03,343 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2023-08-31 13:25:26,910 DEBUG root Chosen display Format:none
5
+ 2023-08-31 13:25:26,910 INFO root Display format: "none"
.config/logs/2023.08.31/13.25.27.753261.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2023-08-31 13:25:27,755 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2023-08-31 13:25:27,784 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2023-08-31 13:25:27,787 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2023-08-31 13:25:27,787 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2023-08-31 13:25:27,788 DEBUG root Chosen display Format:default
7
+ 2023-08-31 13:25:27,789 INFO root Display format: "default"
8
+ 2023-08-31 13:25:27,789 DEBUG root SDK update checks are disabled.
.config/logs/2023.08.31/13.25.28.491021.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2023-08-31 13:25:28,493 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2023-08-31 13:25:28,521 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2023-08-31 13:25:28,523 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2023-08-31 13:25:28,524 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2023-08-31 13:25:28,525 DEBUG root Chosen display Format:default
7
+ 2023-08-31 13:25:28,526 INFO root Display format: "default"
8
+ 2023-08-31 13:25:28,526 DEBUG root SDK update checks are disabled.
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
37
+ sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text
.gitignore ADDED
@@ -0,0 +1,162 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ gradio_cached_examples/
2
+
3
+ # Byte-compiled / optimized / DLL files
4
+ __pycache__/
5
+ *.py[cod]
6
+ *$py.class
7
+
8
+ # C extensions
9
+ *.so
10
+
11
+ # Distribution / packaging
12
+ .Python
13
+ build/
14
+ develop-eggs/
15
+ dist/
16
+ downloads/
17
+ eggs/
18
+ .eggs/
19
+ lib/
20
+ lib64/
21
+ parts/
22
+ sdist/
23
+ var/
24
+ wheels/
25
+ share/python-wheels/
26
+ *.egg-info/
27
+ .installed.cfg
28
+ *.egg
29
+ MANIFEST
30
+
31
+ # PyInstaller
32
+ # Usually these files are written by a python script from a template
33
+ # before PyInstaller builds the exe, so as to inject date/other infos into it.
34
+ *.manifest
35
+ *.spec
36
+
37
+ # Installer logs
38
+ pip-log.txt
39
+ pip-delete-this-directory.txt
40
+
41
+ # Unit test / coverage reports
42
+ htmlcov/
43
+ .tox/
44
+ .nox/
45
+ .coverage
46
+ .coverage.*
47
+ .cache
48
+ nosetests.xml
49
+ coverage.xml
50
+ *.cover
51
+ *.py,cover
52
+ .hypothesis/
53
+ .pytest_cache/
54
+ cover/
55
+
56
+ # Translations
57
+ *.mo
58
+ *.pot
59
+
60
+ # Django stuff:
61
+ *.log
62
+ local_settings.py
63
+ db.sqlite3
64
+ db.sqlite3-journal
65
+
66
+ # Flask stuff:
67
+ instance/
68
+ .webassets-cache
69
+
70
+ # Scrapy stuff:
71
+ .scrapy
72
+
73
+ # Sphinx documentation
74
+ docs/_build/
75
+
76
+ # PyBuilder
77
+ .pybuilder/
78
+ target/
79
+
80
+ # Jupyter Notebook
81
+ .ipynb_checkpoints
82
+
83
+ # IPython
84
+ profile_default/
85
+ ipython_config.py
86
+
87
+ # pyenv
88
+ # For a library or package, you might want to ignore these files since the code is
89
+ # intended to run in multiple environments; otherwise, check them in:
90
+ # .python-version
91
+
92
+ # pipenv
93
+ # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
94
+ # However, in case of collaboration, if having platform-specific dependencies or dependencies
95
+ # having no cross-platform support, pipenv may install dependencies that don't work, or not
96
+ # install all needed dependencies.
97
+ #Pipfile.lock
98
+
99
+ # poetry
100
+ # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
101
+ # This is especially recommended for binary packages to ensure reproducibility, and is more
102
+ # commonly ignored for libraries.
103
+ # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
104
+ #poetry.lock
105
+
106
+ # pdm
107
+ # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
108
+ #pdm.lock
109
+ # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
110
+ # in version control.
111
+ # https://pdm.fming.dev/#use-with-ide
112
+ .pdm.toml
113
+
114
+ # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
115
+ __pypackages__/
116
+
117
+ # Celery stuff
118
+ celerybeat-schedule
119
+ celerybeat.pid
120
+
121
+ # SageMath parsed files
122
+ *.sage.py
123
+
124
+ # Environments
125
+ .env
126
+ .venv
127
+ env/
128
+ venv/
129
+ ENV/
130
+ env.bak/
131
+ venv.bak/
132
+
133
+ # Spyder project settings
134
+ .spyderproject
135
+ .spyproject
136
+
137
+ # Rope project settings
138
+ .ropeproject
139
+
140
+ # mkdocs documentation
141
+ /site
142
+
143
+ # mypy
144
+ .mypy_cache/
145
+ .dmypy.json
146
+ dmypy.json
147
+
148
+ # Pyre type checker
149
+ .pyre/
150
+
151
+ # pytype static type analyzer
152
+ .pytype/
153
+
154
+ # Cython debug symbols
155
+ cython_debug/
156
+
157
+ # PyCharm
158
+ # JetBrains specific template is maintained in a separate JetBrains.gitignore that can
159
+ # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
160
+ # and can be added to the global gitignore or merged into this file. For a more nuclear
161
+ # option (not recommended) you can uncomment the following to ignore the entire idea folder.
162
+ #.idea/
.pre-commit-config.yaml ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ repos:
2
+ - repo: https://github.com/pre-commit/pre-commit-hooks
3
+ rev: v4.4.0
4
+ hooks:
5
+ - id: check-executables-have-shebangs
6
+ - id: check-json
7
+ - id: check-merge-conflict
8
+ - id: check-shebang-scripts-are-executable
9
+ - id: check-toml
10
+ - id: check-yaml
11
+ - id: end-of-file-fixer
12
+ - id: mixed-line-ending
13
+ args: ["--fix=lf"]
14
+ - id: requirements-txt-fixer
15
+ - id: trailing-whitespace
16
+ - repo: https://github.com/myint/docformatter
17
+ rev: v1.7.5
18
+ hooks:
19
+ - id: docformatter
20
+ args: ["--in-place"]
21
+ - repo: https://github.com/pycqa/isort
22
+ rev: 5.12.0
23
+ hooks:
24
+ - id: isort
25
+ args: ["--profile", "black"]
26
+ - repo: https://github.com/pre-commit/mirrors-mypy
27
+ rev: v1.5.1
28
+ hooks:
29
+ - id: mypy
30
+ args: ["--ignore-missing-imports"]
31
+ additional_dependencies: ["types-python-slugify", "types-requests", "types-PyYAML"]
32
+ - repo: https://github.com/psf/black
33
+ rev: 23.7.0
34
+ hooks:
35
+ - id: black
36
+ language_version: python3.10
37
+ args: ["--line-length", "119"]
38
+ - repo: https://github.com/kynan/nbstripout
39
+ rev: 0.6.1
40
+ hooks:
41
+ - id: nbstripout
42
+ args: ["--extra-keys", "metadata.interpreter metadata.kernelspec cell.metadata.pycharm"]
43
+ - repo: https://github.com/nbQA-dev/nbQA
44
+ rev: 1.7.0
45
+ hooks:
46
+ - id: nbqa-black
47
+ - id: nbqa-pyupgrade
48
+ args: ["--py37-plus"]
49
+ - id: nbqa-isort
50
+ args: ["--float-to-top"]
.vscode/settings.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "[python]": {
3
+ "editor.defaultFormatter": "ms-python.black-formatter",
4
+ "editor.formatOnType": true,
5
+ "editor.codeActionsOnSave": {
6
+ "source.organizeImports": true
7
+ }
8
+ },
9
+ "black-formatter.args": [
10
+ "--line-length=119"
11
+ ],
12
+ "isort.args": ["--profile", "black"],
13
+ "flake8.args": [
14
+ "--max-line-length=119"
15
+ ],
16
+ "ruff.args": [
17
+ "--line-length=119"
18
+ ],
19
+ "editor.formatOnSave": true,
20
+ "files.insertFinalNewline": true
21
+ }
LICENSE ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ MIT License
2
+
3
+ Copyright (c) 2023 hysts
4
+
5
+ Permission is hereby granted, free of charge, to any person obtaining a copy
6
+ of this software and associated documentation files (the "Software"), to deal
7
+ in the Software without restriction, including without limitation the rights
8
+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9
+ copies of the Software, and to permit persons to whom the Software is
10
+ furnished to do so, subject to the following conditions:
11
+
12
+ The above copyright notice and this permission notice shall be included in all
13
+ copies or substantial portions of the Software.
14
+
15
+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16
+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17
+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18
+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19
+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20
+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21
+ SOFTWARE.
README.md CHANGED
@@ -1,12 +1,16 @@
1
  ---
2
- title: SD XL
3
- emoji: 📚
4
- colorFrom: red
5
  colorTo: purple
6
  sdk: gradio
7
  sdk_version: 3.42.0
8
  app_file: app.py
 
9
  pinned: false
 
10
  ---
11
 
12
  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
1
  ---
2
+ title: SD-XL
3
+ emoji: 🌍
4
+ colorFrom: gray
5
  colorTo: purple
6
  sdk: gradio
7
  sdk_version: 3.42.0
8
  app_file: app.py
9
+ license: mit
10
  pinned: false
11
+ suggested_hardware: a10g-small
12
  ---
13
 
14
  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
15
+
16
+ https://arxiv.org/abs/2307.01952
SD-XL/.vscode/settings.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "[python]": {
3
+ "editor.defaultFormatter": "ms-python.black-formatter",
4
+ "editor.formatOnType": true,
5
+ "editor.codeActionsOnSave": {
6
+ "source.organizeImports": true
7
+ }
8
+ },
9
+ "black-formatter.args": [
10
+ "--line-length=119"
11
+ ],
12
+ "isort.args": ["--profile", "black"],
13
+ "flake8.args": [
14
+ "--max-line-length=119"
15
+ ],
16
+ "ruff.args": [
17
+ "--line-length=119"
18
+ ],
19
+ "editor.formatOnSave": true,
20
+ "files.insertFinalNewline": true
21
+ }
app.py ADDED
@@ -0,0 +1,348 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env python
2
+
3
+ from __future__ import annotations
4
+
5
+ import os
6
+ import random
7
+
8
+ import gradio as gr
9
+ import numpy as np
10
+ import PIL.Image
11
+ import torch
12
+ from diffusers import DiffusionPipeline
13
+
14
+ DESCRIPTION = "# SD-XL"
15
+ if not torch.cuda.is_available():
16
+ DESCRIPTION += "\n<p>Running on CPU 🥶 This demo does not work on CPU.</p>"
17
+
18
+ MAX_SEED = np.iinfo(np.int32).max
19
+ CACHE_EXAMPLES = torch.cuda.is_available() and os.getenv("CACHE_EXAMPLES") == "1"
20
+ MAX_IMAGE_SIZE = int(os.getenv("MAX_IMAGE_SIZE", "1024"))
21
+ USE_TORCH_COMPILE = os.getenv("USE_TORCH_COMPILE") == "1"
22
+ ENABLE_CPU_OFFLOAD = os.getenv("ENABLE_CPU_OFFLOAD") == "1"
23
+ ENABLE_REFINER = os.getenv("ENABLE_REFINER", "1") == "1"
24
+
25
+ device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
26
+ if torch.cuda.is_available():
27
+ pipe = DiffusionPipeline.from_pretrained(
28
+ "stabilityai/stable-diffusion-xl-base-1.0",
29
+ torch_dtype=torch.float16,
30
+ use_safetensors=True,
31
+ variant="fp16",
32
+ )
33
+ if ENABLE_REFINER:
34
+ refiner = DiffusionPipeline.from_pretrained(
35
+ "stabilityai/stable-diffusion-xl-refiner-1.0",
36
+ torch_dtype=torch.float16,
37
+ use_safetensors=True,
38
+ variant="fp16",
39
+ )
40
+
41
+ if ENABLE_CPU_OFFLOAD:
42
+ pipe.enable_model_cpu_offload()
43
+ if ENABLE_REFINER:
44
+ refiner.enable_model_cpu_offload()
45
+ else:
46
+ pipe.to(device)
47
+ if ENABLE_REFINER:
48
+ refiner.to(device)
49
+
50
+ if USE_TORCH_COMPILE:
51
+ pipe.unet = torch.compile(pipe.unet, mode="reduce-overhead", fullgraph=True)
52
+ if ENABLE_REFINER:
53
+ refiner.unet = torch.compile(refiner.unet, mode="reduce-overhead", fullgraph=True)
54
+ else:
55
+ pipe = None
56
+ refiner = None
57
+
58
+
59
+ def randomize_seed_fn(seed: int, randomize_seed: bool) -> int:
60
+ if randomize_seed:
61
+ seed = random.randint(0, MAX_SEED)
62
+ return seed
63
+
64
+
65
+ def generate(
66
+ prompt: str,
67
+ negative_prompt: str = "",
68
+ prompt_2: str = "",
69
+ negative_prompt_2: str = "",
70
+ use_negative_prompt: bool = False,
71
+ use_prompt_2: bool = False,
72
+ use_negative_prompt_2: bool = False,
73
+ seed: int = 0,
74
+ width: int = 1024,
75
+ height: int = 1024,
76
+ guidance_scale_base: float = 5.0,
77
+ guidance_scale_refiner: float = 5.0,
78
+ num_inference_steps_base: int = 50,
79
+ num_inference_steps_refiner: int = 50,
80
+ apply_refiner: bool = False,
81
+ ) -> PIL.Image.Image:
82
+ generator = torch.Generator().manual_seed(seed)
83
+
84
+ if not use_negative_prompt:
85
+ negative_prompt = None # type: ignore
86
+ if not use_prompt_2:
87
+ prompt_2 = None # type: ignore
88
+ if not use_negative_prompt_2:
89
+ negative_prompt_2 = None # type: ignore
90
+
91
+ if not apply_refiner:
92
+ return pipe(
93
+ prompt=prompt,
94
+ negative_prompt=negative_prompt,
95
+ prompt_2=prompt_2,
96
+ negative_prompt_2=negative_prompt_2,
97
+ width=width,
98
+ height=height,
99
+ guidance_scale=guidance_scale_base,
100
+ num_inference_steps=num_inference_steps_base,
101
+ generator=generator,
102
+ output_type="pil",
103
+ ).images[0]
104
+ else:
105
+ latents = pipe(
106
+ prompt=prompt,
107
+ negative_prompt=negative_prompt,
108
+ prompt_2=prompt_2,
109
+ negative_prompt_2=negative_prompt_2,
110
+ width=width,
111
+ height=height,
112
+ guidance_scale=guidance_scale_base,
113
+ num_inference_steps=num_inference_steps_base,
114
+ generator=generator,
115
+ output_type="latent",
116
+ ).images
117
+ image = refiner(
118
+ prompt=prompt,
119
+ negative_prompt=negative_prompt,
120
+ prompt_2=prompt_2,
121
+ negative_prompt_2=negative_prompt_2,
122
+ guidance_scale=guidance_scale_refiner,
123
+ num_inference_steps=num_inference_steps_refiner,
124
+ image=latents,
125
+ generator=generator,
126
+ ).images[0]
127
+ return image
128
+
129
+
130
+ examples = [
131
+ "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k",
132
+ "An astronaut riding a green horse",
133
+ ]
134
+
135
+ with gr.Blocks(css="style.css") as demo:
136
+ gr.Markdown(DESCRIPTION)
137
+ gr.DuplicateButton(
138
+ value="Duplicate Space for private use",
139
+ elem_id="duplicate-button",
140
+ visible=os.getenv("SHOW_DUPLICATE_BUTTON") == "1",
141
+ )
142
+ with gr.Group():
143
+ with gr.Row():
144
+ prompt = gr.Text(
145
+ label="Prompt",
146
+ show_label=False,
147
+ max_lines=1,
148
+ placeholder="Enter your prompt",
149
+ container=False,
150
+ )
151
+ run_button = gr.Button("Run", scale=0)
152
+ result = gr.Image(label="Result", show_label=False)
153
+ with gr.Accordion("Advanced options", open=False):
154
+ with gr.Row():
155
+ use_negative_prompt = gr.Checkbox(label="Use negative prompt", value=False)
156
+ use_prompt_2 = gr.Checkbox(label="Use prompt 2", value=False)
157
+ use_negative_prompt_2 = gr.Checkbox(label="Use negative prompt 2", value=False)
158
+ negative_prompt = gr.Text(
159
+ label="Negative prompt",
160
+ max_lines=1,
161
+ placeholder="Enter a negative prompt",
162
+ visible=False,
163
+ )
164
+ prompt_2 = gr.Text(
165
+ label="Prompt 2",
166
+ max_lines=1,
167
+ placeholder="Enter your prompt",
168
+ visible=False,
169
+ )
170
+ negative_prompt_2 = gr.Text(
171
+ label="Negative prompt 2",
172
+ max_lines=1,
173
+ placeholder="Enter a negative prompt",
174
+ visible=False,
175
+ )
176
+
177
+ seed = gr.Slider(
178
+ label="Seed",
179
+ minimum=0,
180
+ maximum=MAX_SEED,
181
+ step=1,
182
+ value=0,
183
+ )
184
+ randomize_seed = gr.Checkbox(label="Randomize seed", value=True)
185
+ with gr.Row():
186
+ width = gr.Slider(
187
+ label="Width",
188
+ minimum=256,
189
+ maximum=MAX_IMAGE_SIZE,
190
+ step=32,
191
+ value=1024,
192
+ )
193
+ height = gr.Slider(
194
+ label="Height",
195
+ minimum=256,
196
+ maximum=MAX_IMAGE_SIZE,
197
+ step=32,
198
+ value=1024,
199
+ )
200
+ apply_refiner = gr.Checkbox(label="Apply refiner", value=False, visible=ENABLE_REFINER)
201
+ with gr.Row():
202
+ guidance_scale_base = gr.Slider(
203
+ label="Guidance scale for base",
204
+ minimum=1,
205
+ maximum=20,
206
+ step=0.1,
207
+ value=5.0,
208
+ )
209
+ num_inference_steps_base = gr.Slider(
210
+ label="Number of inference steps for base",
211
+ minimum=10,
212
+ maximum=100,
213
+ step=1,
214
+ value=50,
215
+ )
216
+ with gr.Row(visible=False) as refiner_params:
217
+ guidance_scale_refiner = gr.Slider(
218
+ label="Guidance scale for refiner",
219
+ minimum=1,
220
+ maximum=20,
221
+ step=0.1,
222
+ value=5.0,
223
+ )
224
+ num_inference_steps_refiner = gr.Slider(
225
+ label="Number of inference steps for refiner",
226
+ minimum=10,
227
+ maximum=100,
228
+ step=1,
229
+ value=50,
230
+ )
231
+
232
+ gr.Examples(
233
+ examples=examples,
234
+ inputs=prompt,
235
+ outputs=result,
236
+ fn=generate,
237
+ cache_examples=CACHE_EXAMPLES,
238
+ )
239
+
240
+ use_negative_prompt.change(
241
+ fn=lambda x: gr.update(visible=x),
242
+ inputs=use_negative_prompt,
243
+ outputs=negative_prompt,
244
+ queue=False,
245
+ api_name=False,
246
+ )
247
+ use_prompt_2.change(
248
+ fn=lambda x: gr.update(visible=x),
249
+ inputs=use_prompt_2,
250
+ outputs=prompt_2,
251
+ queue=False,
252
+ api_name=False,
253
+ )
254
+ use_negative_prompt_2.change(
255
+ fn=lambda x: gr.update(visible=x),
256
+ inputs=use_negative_prompt_2,
257
+ outputs=negative_prompt_2,
258
+ queue=False,
259
+ api_name=False,
260
+ )
261
+ apply_refiner.change(
262
+ fn=lambda x: gr.update(visible=x),
263
+ inputs=apply_refiner,
264
+ outputs=refiner_params,
265
+ queue=False,
266
+ api_name=False,
267
+ )
268
+
269
+ inputs = [
270
+ prompt,
271
+ negative_prompt,
272
+ prompt_2,
273
+ negative_prompt_2,
274
+ use_negative_prompt,
275
+ use_prompt_2,
276
+ use_negative_prompt_2,
277
+ seed,
278
+ width,
279
+ height,
280
+ guidance_scale_base,
281
+ guidance_scale_refiner,
282
+ num_inference_steps_base,
283
+ num_inference_steps_refiner,
284
+ apply_refiner,
285
+ ]
286
+ prompt.submit(
287
+ fn=randomize_seed_fn,
288
+ inputs=[seed, randomize_seed],
289
+ outputs=seed,
290
+ queue=False,
291
+ api_name=False,
292
+ ).then(
293
+ fn=generate,
294
+ inputs=inputs,
295
+ outputs=result,
296
+ api_name="run",
297
+ )
298
+ negative_prompt.submit(
299
+ fn=randomize_seed_fn,
300
+ inputs=[seed, randomize_seed],
301
+ outputs=seed,
302
+ queue=False,
303
+ api_name=False,
304
+ ).then(
305
+ fn=generate,
306
+ inputs=inputs,
307
+ outputs=result,
308
+ api_name=False,
309
+ )
310
+ prompt_2.submit(
311
+ fn=randomize_seed_fn,
312
+ inputs=[seed, randomize_seed],
313
+ outputs=seed,
314
+ queue=False,
315
+ api_name=False,
316
+ ).then(
317
+ fn=generate,
318
+ inputs=inputs,
319
+ outputs=result,
320
+ api_name=False,
321
+ )
322
+ negative_prompt_2.submit(
323
+ fn=randomize_seed_fn,
324
+ inputs=[seed, randomize_seed],
325
+ outputs=seed,
326
+ queue=False,
327
+ api_name=False,
328
+ ).then(
329
+ fn=generate,
330
+ inputs=inputs,
331
+ outputs=result,
332
+ api_name=False,
333
+ )
334
+ run_button.click(
335
+ fn=randomize_seed_fn,
336
+ inputs=[seed, randomize_seed],
337
+ outputs=seed,
338
+ queue=False,
339
+ api_name=False,
340
+ ).then(
341
+ fn=generate,
342
+ inputs=inputs,
343
+ outputs=result,
344
+ api_name=False,
345
+ )
346
+
347
+ if __name__ == "__main__":
348
+ demo.queue(max_size=20).launch()
notebook.ipynb ADDED
@@ -0,0 +1,81 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cells": [
3
+ {
4
+ "cell_type": "code",
5
+ "execution_count": null,
6
+ "metadata": {
7
+ "colab": {
8
+ "base_uri": "https://localhost:8080/"
9
+ },
10
+ "id": "-ayiROzqJeXB",
11
+ "outputId": "c7710012-c311-4203-9dc8-6333f0eb0e66"
12
+ },
13
+ "outputs": [],
14
+ "source": [
15
+ "!git clone -q https://huggingface.co/spaces/hysts/SD-XL"
16
+ ]
17
+ },
18
+ {
19
+ "cell_type": "code",
20
+ "execution_count": null,
21
+ "metadata": {
22
+ "colab": {
23
+ "base_uri": "https://localhost:8080/"
24
+ },
25
+ "id": "d-GcdYVAJmt0",
26
+ "outputId": "d7489bf9-df54-4e96-ed1e-cf392f34b890"
27
+ },
28
+ "outputs": [],
29
+ "source": [
30
+ "%cd SD-XL"
31
+ ]
32
+ },
33
+ {
34
+ "cell_type": "code",
35
+ "execution_count": null,
36
+ "metadata": {
37
+ "id": "vTWR-Xr6JoBJ"
38
+ },
39
+ "outputs": [],
40
+ "source": [
41
+ "!pip install -q -r requirements.txt"
42
+ ]
43
+ },
44
+ {
45
+ "cell_type": "code",
46
+ "execution_count": null,
47
+ "metadata": {
48
+ "id": "QSF_GqTKJsN5"
49
+ },
50
+ "outputs": [],
51
+ "source": [
52
+ "import os\n",
53
+ "\n",
54
+ "import app\n",
55
+ "\n",
56
+ "os.environ[\"ENABLE_REFINER\"] = \"0\""
57
+ ]
58
+ },
59
+ {
60
+ "cell_type": "code",
61
+ "execution_count": null,
62
+ "metadata": {
63
+ "id": "LJbHj7yLJ9p0"
64
+ },
65
+ "outputs": [],
66
+ "source": []
67
+ }
68
+ ],
69
+ "metadata": {
70
+ "accelerator": "GPU",
71
+ "colab": {
72
+ "gpuType": "T4",
73
+ "provenance": []
74
+ },
75
+ "language_info": {
76
+ "name": "python"
77
+ }
78
+ },
79
+ "nbformat": 4,
80
+ "nbformat_minor": 0
81
+ }
requirements.txt ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ accelerate==0.22.0
2
+ diffusers==0.20.2
3
+ gradio==3.42.0
4
+ invisible-watermark==0.2.0
5
+ Pillow==10.0.0
6
+ torch==2.0.1
7
+ transformers==4.32.1
sample_data/README.md ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ This directory includes a few sample datasets to get you started.
2
+
3
+ * `california_housing_data*.csv` is California housing data from the 1990 US
4
+ Census; more information is available at:
5
+ https://developers.google.com/machine-learning/crash-course/california-housing-data-description
6
+
7
+ * `mnist_*.csv` is a small sample of the
8
+ [MNIST database](https://en.wikipedia.org/wiki/MNIST_database), which is
9
+ described at: http://yann.lecun.com/exdb/mnist/
10
+
11
+ * `anscombe.json` contains a copy of
12
+ [Anscombe's quartet](https://en.wikipedia.org/wiki/Anscombe%27s_quartet); it
13
+ was originally described in
14
+
15
+ Anscombe, F. J. (1973). 'Graphs in Statistical Analysis'. American
16
+ Statistician. 27 (1): 17-21. JSTOR 2682899.
17
+
18
+ and our copy was prepared by the
19
+ [vega_datasets library](https://github.com/altair-viz/vega_datasets/blob/4f67bdaad10f45e3549984e17e1b3088c731503d/vega_datasets/_data/anscombe.json).
sample_data/anscombe.json ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {"Series":"I", "X":10.0, "Y":8.04},
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+ {"Series":"I", "X":8.0, "Y":6.95},
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+ {"Series":"I", "X":13.0, "Y":7.58},
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+ {"Series":"I", "X":11.0, "Y":8.33},
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+ {"Series":"I", "X":14.0, "Y":9.96},
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+ {"Series":"I", "X":6.0, "Y":7.24},
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+ {"Series":"I", "X":4.0, "Y":4.26},
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+ {"Series":"I", "X":12.0, "Y":10.84},
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+ {"Series":"I", "X":7.0, "Y":4.81},
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+ {"Series":"I", "X":5.0, "Y":5.68},
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+
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+ {"Series":"II", "X":10.0, "Y":9.14},
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+ {"Series":"II", "X":8.0, "Y":8.14},
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+ {"Series":"II", "X":13.0, "Y":8.74},
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+ {"Series":"II", "X":9.0, "Y":8.77},
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+ {"Series":"II", "X":11.0, "Y":9.26},
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+ {"Series":"II", "X":14.0, "Y":8.10},
20
+ {"Series":"II", "X":6.0, "Y":6.13},
21
+ {"Series":"II", "X":4.0, "Y":3.10},
22
+ {"Series":"II", "X":12.0, "Y":9.13},
23
+ {"Series":"II", "X":7.0, "Y":7.26},
24
+ {"Series":"II", "X":5.0, "Y":4.74},
25
+
26
+ {"Series":"III", "X":10.0, "Y":7.46},
27
+ {"Series":"III", "X":8.0, "Y":6.77},
28
+ {"Series":"III", "X":13.0, "Y":12.74},
29
+ {"Series":"III", "X":9.0, "Y":7.11},
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+ {"Series":"III", "X":11.0, "Y":7.81},
31
+ {"Series":"III", "X":14.0, "Y":8.84},
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+ {"Series":"III", "X":6.0, "Y":6.08},
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+ {"Series":"III", "X":4.0, "Y":5.39},
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+ {"Series":"III", "X":12.0, "Y":8.15},
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+ {"Series":"III", "X":7.0, "Y":6.42},
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+ {"Series":"III", "X":5.0, "Y":5.73},
37
+
38
+ {"Series":"IV", "X":8.0, "Y":6.58},
39
+ {"Series":"IV", "X":8.0, "Y":5.76},
40
+ {"Series":"IV", "X":8.0, "Y":7.71},
41
+ {"Series":"IV", "X":8.0, "Y":8.84},
42
+ {"Series":"IV", "X":8.0, "Y":8.47},
43
+ {"Series":"IV", "X":8.0, "Y":7.04},
44
+ {"Series":"IV", "X":8.0, "Y":5.25},
45
+ {"Series":"IV", "X":19.0, "Y":12.50},
46
+ {"Series":"IV", "X":8.0, "Y":5.56},
47
+ {"Series":"IV", "X":8.0, "Y":7.91},
48
+ {"Series":"IV", "X":8.0, "Y":6.89}
49
+ ]
sample_data/california_housing_test.csv ADDED
The diff for this file is too large to render. See raw diff
 
sample_data/california_housing_train.csv ADDED
The diff for this file is too large to render. See raw diff
 
sample_data/mnist_test.csv ADDED
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style.css ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ h1 {
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+ text-align: center;
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+ }
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+
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+ #duplicate-button {
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+ margin: auto;
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+ color: #fff;
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+ background: #1565c0;
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+ border-radius: 100vh;
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+ }
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+ #component-0 {
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+ max-width: 730px;
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+ margin: auto;
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+ padding-top: 1.5rem;
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+ }