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base: wangbo:8fd07170f1b0a7eaaf5a62020cd1926dd3b5092c
wangbo:master
wangbo:automation/comfyui-frontend-bump
wangbo:matt/asset-image-dimensions-metadata
wangbo:cursor/emit-hash-on-asset-responses-a601
wangbo:feat/api-nodes/bytedance-reference-video
wangbo:trellis2
wangbo:colored-logs
wangbo:prs/aimdo-045-cold-linux-pins
wangbo:matt/openapi-fix-billing-status-enum
wangbo:feat/raise-textgen-max-length
wangbo:matt/openapi-add-cloud-enum-values
wangbo:fix/single-gpu-non-cuda
wangbo:reintroduce/pollockjj-vae-upscale-lanes
wangbo:revert/pollockjj-vae-upscale-lanes
wangbo:matt/openapi-rename-cloud-opids-to-match-runtime
wangbo:matt/openapi-add-cloud-schemas
wangbo:matt/openapi-add-cloud-error-responses
wangbo:matt/openapi-align-response-codes-and-timestamps
wangbo:release/v0.22
wangbo:CORE-225-file3d-to-mesh
wangbo:alexis/split_image_channel
wangbo:origin/issue_101
wangbo:CORE-217-preview3d-savegb-image-output
wangbo:synap5e/assets-m1
wangbo:matt/be-944-core-cursor-based-pagination-for-get-apiassets
wangbo:feature/custom-node-startup-errors
wangbo:depth-anything_CORE-135
wangbo:matt/be-1040-remove-cloud-job-ids-asset-param
wangbo:matt/oss-spec-fix-assets-import
wangbo:deepme987/cache-provider-compute-timing
wangbo:matt/oss-spec-oauth-endpoints
wangbo:matt/asset-tags-cloud-shape
wangbo:matt/asset-enrichment-executed-ws
wangbo:synap5e/feat/assets_add_file_path-BE-932
wangbo:matt/be-1036-clear-preview-id
wangbo:jaewon/fe-745-implement-refactor-workflow_id-propagation-to-use-metadata
wangbo:matt/be-891-local-add-job_ids-filter-param-to-get-apiassets
wangbo:matt/be-1004-workspace-api-key-description
wangbo:cursor/add-workflow-id-to-websocket-messages-59fc
wangbo:matt/revert-asset-width-height-top-level
wangbo:matt/deprecate-upload-mask
wangbo:alexis/save_audio_advanced
wangbo:kosinkadink/batch-nodes-min-1-required
wangbo:feat/cut-release-workflow
wangbo:glary/save-image-promotable
wangbo:hiring-link
wangbo:deepme987/comfyui/prompt-metadata-envelope
wangbo:glary/comfy-version-warnings-minimal
wangbo:feat/string-min-max-length
wangbo:CORE-134
wangbo:austin/essential-create-video
wangbo:suppress-websocket-spectral-lint
wangbo:cursor/mark-deprecated-cloud-endpoints-e81e
wangbo:feat/rnp-rate-limit-progress
wangbo:cursor/asset-preview-endpoints-d965
wangbo:cursor/add-experiment-nodes-schema-endpoints-5a86
wangbo:cursor/asset-job-id-response-a511
wangbo:release/v0.20.3
wangbo:kosinkadink/release-v0.20.3-prep
wangbo:cursor/asset-dimensions-11f8
wangbo:cursor/add-hash-field-asset-schemas-1c8f
wangbo:glary/revert-pr-13093
wangbo:cursor/oss-spec-cloud-fields-1c03
wangbo:mattmiller/add-spectral-lint-ci-gate
wangbo:causal_forcing_i2v
wangbo:feature/deploy-environment-header
wangbo:feature/generic-feature-flag-cli
wangbo:mattmiller/spec-cloud-workflow-id-promptrequest
wangbo:mattmiller/spec-nullable-device-index-essentials-category
wangbo:dev/tmp-api-nodes/test-nodes
wangbo:primitive-int-control-after-generate-fixed
wangbo:luke-mino-altherr/catch-port-in-use-error
wangbo:dev/Combo-RemoteOptions
wangbo:release/v0.20.2
wangbo:CORE-60
wangbo:CORE-59
wangbo:cloud/v0.20.1-gtm-2026-05-01
wangbo:pyisolate-support
wangbo:sno-proxysettings
wangbo:deepme987/auto-register-node-replacements-json
wangbo:glary/fix-image-blend-channel-mismatch
wangbo:range-type
wangbo:fix/glsl-blur-texel-size
wangbo:release/v0.19.5
wangbo:mattmiller/fix-userdata-oneof-variants
wangbo:mattmiller/veo-4k-model-gating
wangbo:feat/gpt-image-2-node
wangbo:release/v0.19.4
wangbo:austin/gpt-image-2
wangbo:worksplit-multigpu-wip-pr13487
wangbo:worksplit-multigpu-wip
wangbo:deepme987/add-execution-environment-api
wangbo:glary/configurable-retry-params
wangbo:glary/fix-connectivity-check-china
wangbo:feature/load3d-optional-model
wangbo:fix/api-nodes/grok-reference-price-badge
wangbo:deepme987/fix-fp8-addcmul-autocast
wangbo:correct-defalut-value-blueprint-brightness
wangbo:pysssss/angle-glsl
wangbo:proxy-widget-selector
wangbo:release/v0.18.5
wangbo:release/v0.18.4
wangbo:rename-string
wangbo:fix/color-curves-shader-nested-sampler
wangbo:austin/branch-node
wangbo:fix/svg-mime-type
wangbo:release/v0.18.3
wangbo:backport/v0.18.3
wangbo:luke-mino-altherr/fix-temp-file-writing
wangbo:accumulate-save-image-option
wangbo:feature/download-api
wangbo:luke-mino-altherr/register-output-assets
wangbo:release/v0.18.2
wangbo:feat/api-nodes/grok-update
wangbo:mark-dtype-advanced
wangbo:luke-mino-altherr/asset-endpoint-alignment
wangbo:feat/register-output-assets-on-execution
wangbo:toolkit/wire-essentials-categorization
wangbo:release/v0.17.2
wangbo:fix/static-asset-cache-headers
wangbo:release/v0.17.1
wangbo:fix/api-nodes/tencent3d
wangbo:revert-12912-revert-12056-feat/cache-provider-api
wangbo:feat/cache-provider-api
wangbo:progress-text-prompt-id
wangbo:v3/nodes_lt_upsampler
wangbo:v3/model_merging
wangbo:luke-mino-altherr/asynchronous-scanning-stacked
wangbo:fix/cpu-mem
wangbo:rename-mahiro
wangbo:remove-cache-busting
wangbo:feat/model-placeholder
wangbo:fix/aspect-ratio-enum-keys
wangbo:feat/savevideo-dynamic-codec-options
wangbo:toolkit-nodes/aspect-ratio-blueprint
wangbo:range-editor
wangbo:pysssss/glsl-force-cast-texture
wangbo:fix-essentials-category-assignments
wangbo:christian-byrne-patch-5
wangbo:luke-mino-altherr/asynchronous-scanning
wangbo:christian-byrne-patch-4
wangbo:claude/slack-fix-account-page-Db46Y
wangbo:pysssss/pyopengl-lt-3.1.4-support
wangbo:node-essentials-category
wangbo:add-essential-blueprints
wangbo:blueprint-gradient-slider
wangbo:blueprint-index-filtering
wangbo:add-coderabbit-config
wangbo:partition-advanced-widgets
wangbo:rizz--display-name
wangbo:jk/all-model-folders-extra-paths
wangbo:release/v0.14.2
wangbo:fix/gemini-image-mime-type-matching
wangbo:cbyrne/glsl-macos-cgl-fix
wangbo:vibed-mac-glsl-solution
wangbo:feat/ws-reconnect-catchup
wangbo:pysssss/node-descriptions
wangbo:pysssss/glsl-blueprints
wangbo:glsl-cloud-testing
wangbo:image-crop
wangbo:color-correct-node
wangbo:christian-byrne-patch-3
wangbo:color-correct
wangbo:fix/breaking-change-precompute-freqs-cis-import
wangbo:jk/requirements-files
wangbo:ben/release-webhook-dispatch-desktop
wangbo:prs/dynamic-vram-fixes/windows-unbacked-virt-bug
wangbo:jk/optional-switch
wangbo:si/sync-test
wangbo:feat/core/expected_outputs
wangbo:essentials-category
wangbo:cb/tdd-002-process-isolation
wangbo:luke-mino-altherr/asset-database-queries-refactor
wangbo:feature/frontend-hardcoded-replacements
wangbo:assets-redo-part2
wangbo:pysssss/color-to-int-node
wangbo:jk/remove-unused-code
wangbo:assets-redo-pruneposal
wangbo:cbyrne/fix-outputs-count-non-dict
wangbo:pysssss/basic-glsl-shader-node
wangbo:cb/video-slice-node
wangbo:pysssss/combo-hidden-index-output
wangbo:assets-api-tests-cbyrne
wangbo:search-aliases-model-misc
wangbo:search-aliases-audio-video
wangbo:feat/advanced-input-parameter
wangbo:ric-yu/ui-output-types
wangbo:ric-yu/subgraph-blueprints
wangbo:hack-hunter
wangbo:portable-manager-update
wangbo:christian-byrne-patch-2
wangbo:release/v0.3.77
wangbo:lora-node-refactor
wangbo:christian-byrne-patch-1
wangbo:update-templates-3
wangbo:template-static-iter
wangbo:combo-output-fix
wangbo:flipflop-stream
wangbo:chore/update-frontend-1.29.3
wangbo:deprecation-warning-adjust
wangbo:v3-process-isolation
wangbo:asset-management
wangbo:cache-index-json-locales
wangbo:dd
wangbo:fix-context-window-slicing
wangbo:js/progress-crossover-fix
wangbo:sortblock
wangbo:node-memory-reserve
wangbo:pysssss-model-db
wangbo:v3-nodes
wangbo:openapi-spec
wangbo:js/drafts/async_nodes_v2
wangbo:js/drafts/async_nodes
wangbo:desktop-release-may292025
wangbo:venv-management
wangbo:yoland68-patch-5
wangbo:yoland68-patch-4
wangbo:desktop-release-may062025
wangbo:yoland68-patch-3
wangbo:yoland68-patch-2
wangbo:desktop-release-apr242025
wangbo:yoland68-more-owner-updates
wangbo:desktop-release-apr222025
wangbo:yoland68-patch-1
wangbo:model_manager
wangbo:huchenlei-patch-1
wangbo:yo-lora-trainer
wangbo:annoate_get_input_info
wangbo:weight-zipper
wangbo:required_frontend_ver
wangbo:worksplit-multigpu-loaders
wangbo:video_output
wangbo:rh-uvtest
wangbo:yo-add-precommit
wangbo:model_management
wangbo:model-paths-helper
wangbo:base-path-env-var
wangbo:v0.22.2
wangbo:v0.22.1
wangbo:v0.22.0
wangbo:v0.21.1
wangbo:v0.21.0
wangbo:v0.20.3
wangbo:v0.20.2
wangbo:v0.20.1
wangbo:v0.20.0
wangbo:v0.19.5
wangbo:v0.19.4
wangbo:v0.19.3
wangbo:v0.19.2
wangbo:v0.19.1
wangbo:v0.19.0
wangbo:v0.18.5
wangbo:v0.18.4
wangbo:v0.18.3
wangbo:v0.18.2
wangbo:v0.18.1
wangbo:v0.18.0
wangbo:v0.17.2
wangbo:v0.17.1
wangbo:v0.17.0
wangbo:v0.16.4
wangbo:v0.16.3
wangbo:v0.16.2
wangbo:v0.16.1
wangbo:v0.16.0
wangbo:v0.15.1
wangbo:v0.15.0
wangbo:v0.14.2
wangbo:v0.14.1
wangbo:v0.14.0
wangbo:v0.13.0
wangbo:v0.12.3
wangbo:v0.12.2
wangbo:v0.12.1
wangbo:v0.12.0
wangbo:v0.11.1
wangbo:v0.11.0
wangbo:v0.10.0
wangbo:v0.9.2
wangbo:v0.9.1
wangbo:v0.9.0
wangbo:v0.8.2
wangbo:v0.8.1
wangbo:v0.8.0
wangbo:v0.7.0
wangbo:v0.6.0
wangbo:v0.5.1
wangbo:v0.5.0
wangbo:v0.4.0
wangbo:v0.3.77
wangbo:v0.3.76
wangbo:v0.3.75
wangbo:v0.3.74
wangbo:v0.3.73
wangbo:v0.3.72
wangbo:v0.3.71
wangbo:v0.3.70
wangbo:v0.3.69
wangbo:v0.3.68
wangbo:v0.3.67
wangbo:v0.3.66
wangbo:v0.3.65
wangbo:v0.3.64
wangbo:v0.3.63
wangbo:v0.3.62
wangbo:v0.3.61
wangbo:v0.3.60
wangbo:v0.3.59
wangbo:v0.3.58
wangbo:v0.3.57
wangbo:v0.3.56
wangbo:v0.3.55
wangbo:v0.3.54
wangbo:v0.3.53
wangbo:v0.3.52
wangbo:v0.3.51
wangbo:v0.3.50
wangbo:v0.3.49
wangbo:v0.3.48
wangbo:v0.3.47
wangbo:v0.3.46
wangbo:v0.3.45
wangbo:v0.3.44
wangbo:v0.3.43
wangbo:v0.3.42
wangbo:v0.3.41
wangbo:v0.3.40
wangbo:v0.3.39
wangbo:v0.3.38
wangbo:v0.3.37
wangbo:v0.3.36
wangbo:v0.3.35
wangbo:v0.3.34
wangbo:v0.3.33
wangbo:v0.3.32
wangbo:v0.3.31
wangbo:v0.3.30
wangbo:v0.3.29
wangbo:v0.3.28
wangbo:v0.3.27
wangbo:v0.3.26
wangbo:v0.3.25
wangbo:v0.3.24
wangbo:v0.3.23
wangbo:v0.3.22
wangbo:v0.3.21
wangbo:v0.3.20
wangbo:v0.3.19
wangbo:v0.3.18
wangbo:v0.3.17
wangbo:v0.3.16
wangbo:v0.3.15
wangbo:v0.3.14
wangbo:v0.3.13
wangbo:v0.3.12
wangbo:v0.3.11
wangbo:v0.3.10
wangbo:v0.3.9
wangbo:v0.3.8
wangbo:v0.3.7
wangbo:v0.3.6
wangbo:v0.3.5
wangbo:v0.3.4
wangbo:v0.3.3
wangbo:v0.3.2
wangbo:v0.3.1
wangbo:v0.3.0
wangbo:v0.2.7
wangbo:v0.2.6
wangbo:v0.2.5
wangbo:v0.2.4
wangbo:v0.2.3
wangbo:v0.2.2
wangbo:v0.2.1
wangbo:v0.2.0
wangbo:v0.1.3
wangbo:v0.1.2
wangbo:v0.1.1
wangbo:v0.1.0
wangbo:v0.0.8
wangbo:v0.0.7
wangbo:v0.0.6
wangbo:v0.0.5
wangbo:v0.0.4
wangbo:v0.0.3
wangbo:v0.0.2
wangbo:v0.0.1
wangbo:latest
...
compare: wangbo:0e6221cc79a3f3cbf0e15a8321bfe75fcffbe667
wangbo:master
wangbo:automation/comfyui-frontend-bump
wangbo:matt/asset-image-dimensions-metadata
wangbo:cursor/emit-hash-on-asset-responses-a601
wangbo:feat/api-nodes/bytedance-reference-video
wangbo:trellis2
wangbo:colored-logs
wangbo:prs/aimdo-045-cold-linux-pins
wangbo:matt/openapi-fix-billing-status-enum
wangbo:feat/raise-textgen-max-length
wangbo:matt/openapi-add-cloud-enum-values
wangbo:fix/single-gpu-non-cuda
wangbo:reintroduce/pollockjj-vae-upscale-lanes
wangbo:revert/pollockjj-vae-upscale-lanes
wangbo:matt/openapi-rename-cloud-opids-to-match-runtime
wangbo:matt/openapi-add-cloud-schemas
wangbo:matt/openapi-add-cloud-error-responses
wangbo:matt/openapi-align-response-codes-and-timestamps
wangbo:release/v0.22
wangbo:CORE-225-file3d-to-mesh
wangbo:alexis/split_image_channel
wangbo:origin/issue_101
wangbo:CORE-217-preview3d-savegb-image-output
wangbo:synap5e/assets-m1
wangbo:matt/be-944-core-cursor-based-pagination-for-get-apiassets
wangbo:feature/custom-node-startup-errors
wangbo:depth-anything_CORE-135
wangbo:matt/be-1040-remove-cloud-job-ids-asset-param
wangbo:matt/oss-spec-fix-assets-import
wangbo:deepme987/cache-provider-compute-timing
wangbo:matt/oss-spec-oauth-endpoints
wangbo:matt/asset-tags-cloud-shape
wangbo:matt/asset-enrichment-executed-ws
wangbo:synap5e/feat/assets_add_file_path-BE-932
wangbo:matt/be-1036-clear-preview-id
wangbo:jaewon/fe-745-implement-refactor-workflow_id-propagation-to-use-metadata
wangbo:matt/be-891-local-add-job_ids-filter-param-to-get-apiassets
wangbo:matt/be-1004-workspace-api-key-description
wangbo:cursor/add-workflow-id-to-websocket-messages-59fc
wangbo:matt/revert-asset-width-height-top-level
wangbo:matt/deprecate-upload-mask
wangbo:alexis/save_audio_advanced
wangbo:kosinkadink/batch-nodes-min-1-required
wangbo:feat/cut-release-workflow
wangbo:glary/save-image-promotable
wangbo:hiring-link
wangbo:deepme987/comfyui/prompt-metadata-envelope
wangbo:glary/comfy-version-warnings-minimal
wangbo:feat/string-min-max-length
wangbo:CORE-134
wangbo:austin/essential-create-video
wangbo:suppress-websocket-spectral-lint
wangbo:cursor/mark-deprecated-cloud-endpoints-e81e
wangbo:feat/rnp-rate-limit-progress
wangbo:cursor/asset-preview-endpoints-d965
wangbo:cursor/add-experiment-nodes-schema-endpoints-5a86
wangbo:cursor/asset-job-id-response-a511
wangbo:release/v0.20.3
wangbo:kosinkadink/release-v0.20.3-prep
wangbo:cursor/asset-dimensions-11f8
wangbo:cursor/add-hash-field-asset-schemas-1c8f
wangbo:glary/revert-pr-13093
wangbo:cursor/oss-spec-cloud-fields-1c03
wangbo:mattmiller/add-spectral-lint-ci-gate
wangbo:causal_forcing_i2v
wangbo:feature/deploy-environment-header
wangbo:feature/generic-feature-flag-cli
wangbo:mattmiller/spec-cloud-workflow-id-promptrequest
wangbo:mattmiller/spec-nullable-device-index-essentials-category
wangbo:dev/tmp-api-nodes/test-nodes
wangbo:primitive-int-control-after-generate-fixed
wangbo:luke-mino-altherr/catch-port-in-use-error
wangbo:dev/Combo-RemoteOptions
wangbo:release/v0.20.2
wangbo:CORE-60
wangbo:CORE-59
wangbo:cloud/v0.20.1-gtm-2026-05-01
wangbo:pyisolate-support
wangbo:sno-proxysettings
wangbo:deepme987/auto-register-node-replacements-json
wangbo:glary/fix-image-blend-channel-mismatch
wangbo:range-type
wangbo:fix/glsl-blur-texel-size
wangbo:release/v0.19.5
wangbo:mattmiller/fix-userdata-oneof-variants
wangbo:mattmiller/veo-4k-model-gating
wangbo:feat/gpt-image-2-node
wangbo:release/v0.19.4
wangbo:austin/gpt-image-2
wangbo:worksplit-multigpu-wip-pr13487
wangbo:worksplit-multigpu-wip
wangbo:deepme987/add-execution-environment-api
wangbo:glary/configurable-retry-params
wangbo:glary/fix-connectivity-check-china
wangbo:feature/load3d-optional-model
wangbo:fix/api-nodes/grok-reference-price-badge
wangbo:deepme987/fix-fp8-addcmul-autocast
wangbo:correct-defalut-value-blueprint-brightness
wangbo:pysssss/angle-glsl
wangbo:proxy-widget-selector
wangbo:release/v0.18.5
wangbo:release/v0.18.4
wangbo:rename-string
wangbo:fix/color-curves-shader-nested-sampler
wangbo:austin/branch-node
wangbo:fix/svg-mime-type
wangbo:release/v0.18.3
wangbo:backport/v0.18.3
wangbo:luke-mino-altherr/fix-temp-file-writing
wangbo:accumulate-save-image-option
wangbo:feature/download-api
wangbo:luke-mino-altherr/register-output-assets
wangbo:release/v0.18.2
wangbo:feat/api-nodes/grok-update
wangbo:mark-dtype-advanced
wangbo:luke-mino-altherr/asset-endpoint-alignment
wangbo:feat/register-output-assets-on-execution
wangbo:toolkit/wire-essentials-categorization
wangbo:release/v0.17.2
wangbo:fix/static-asset-cache-headers
wangbo:release/v0.17.1
wangbo:fix/api-nodes/tencent3d
wangbo:revert-12912-revert-12056-feat/cache-provider-api
wangbo:feat/cache-provider-api
wangbo:progress-text-prompt-id
wangbo:v3/nodes_lt_upsampler
wangbo:v3/model_merging
wangbo:luke-mino-altherr/asynchronous-scanning-stacked
wangbo:fix/cpu-mem
wangbo:rename-mahiro
wangbo:remove-cache-busting
wangbo:feat/model-placeholder
wangbo:fix/aspect-ratio-enum-keys
wangbo:feat/savevideo-dynamic-codec-options
wangbo:toolkit-nodes/aspect-ratio-blueprint
wangbo:range-editor
wangbo:pysssss/glsl-force-cast-texture
wangbo:fix-essentials-category-assignments
wangbo:christian-byrne-patch-5
wangbo:luke-mino-altherr/asynchronous-scanning
wangbo:christian-byrne-patch-4
wangbo:claude/slack-fix-account-page-Db46Y
wangbo:pysssss/pyopengl-lt-3.1.4-support
wangbo:node-essentials-category
wangbo:add-essential-blueprints
wangbo:blueprint-gradient-slider
wangbo:blueprint-index-filtering
wangbo:add-coderabbit-config
wangbo:partition-advanced-widgets
wangbo:rizz--display-name
wangbo:jk/all-model-folders-extra-paths
wangbo:release/v0.14.2
wangbo:fix/gemini-image-mime-type-matching
wangbo:cbyrne/glsl-macos-cgl-fix
wangbo:vibed-mac-glsl-solution
wangbo:feat/ws-reconnect-catchup
wangbo:pysssss/node-descriptions
wangbo:pysssss/glsl-blueprints
wangbo:glsl-cloud-testing
wangbo:image-crop
wangbo:color-correct-node
wangbo:christian-byrne-patch-3
wangbo:color-correct
wangbo:fix/breaking-change-precompute-freqs-cis-import
wangbo:jk/requirements-files
wangbo:ben/release-webhook-dispatch-desktop
wangbo:prs/dynamic-vram-fixes/windows-unbacked-virt-bug
wangbo:jk/optional-switch
wangbo:si/sync-test
wangbo:feat/core/expected_outputs
wangbo:essentials-category
wangbo:cb/tdd-002-process-isolation
wangbo:luke-mino-altherr/asset-database-queries-refactor
wangbo:feature/frontend-hardcoded-replacements
wangbo:assets-redo-part2
wangbo:pysssss/color-to-int-node
wangbo:jk/remove-unused-code
wangbo:assets-redo-pruneposal
wangbo:cbyrne/fix-outputs-count-non-dict
wangbo:pysssss/basic-glsl-shader-node
wangbo:cb/video-slice-node
wangbo:pysssss/combo-hidden-index-output
wangbo:assets-api-tests-cbyrne
wangbo:search-aliases-model-misc
wangbo:search-aliases-audio-video
wangbo:feat/advanced-input-parameter
wangbo:ric-yu/ui-output-types
wangbo:ric-yu/subgraph-blueprints
wangbo:hack-hunter
wangbo:portable-manager-update
wangbo:christian-byrne-patch-2
wangbo:release/v0.3.77
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wangbo:openapi-spec
wangbo:js/drafts/async_nodes_v2
wangbo:js/drafts/async_nodes
wangbo:desktop-release-may292025
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wangbo:yoland68-patch-5
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wangbo:desktop-release-apr242025
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wangbo:desktop-release-apr222025
wangbo:yoland68-patch-1
wangbo:model_manager
wangbo:huchenlei-patch-1
wangbo:yo-lora-trainer
wangbo:annoate_get_input_info
wangbo:weight-zipper
wangbo:required_frontend_ver
wangbo:worksplit-multigpu-loaders
wangbo:video_output
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wangbo:model_management
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wangbo:v0.22.2
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wangbo:v0.18.1
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wangbo:v0.0.1
wangbo:latest
2 Commits
8fd07170f1
...
0e6221cc79
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
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0e6221cc79
|
Add some warnings for pin and unpin errors. (#11561)
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9ca7e143af
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mm: discard async errors from pinning failures (#10738)
Pretty much every error cudaHostRegister can throw also queues the same error on the async GPU queue. This was fixed for repinning error case, but there is the bad mmap and just enomem cases that are harder to detect. Do some dummy GPU work to clean the error state. |
1 changed files with 16 additions and 0 deletions
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@ -1126,6 +1126,16 @@ if not args.disable_pinned_memory:
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PINNING_ALLOWED_TYPES = set(["Parameter", "QuantizedTensor"])
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def discard_cuda_async_error():
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try:
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a = torch.tensor([1], dtype=torch.uint8, device=get_torch_device())
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b = torch.tensor([1], dtype=torch.uint8, device=get_torch_device())
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_ = a + b
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torch.cuda.synchronize()
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except torch.AcceleratorError:
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#Dump it! We already know about it from the synchronous return
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pass
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def pin_memory(tensor):
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global TOTAL_PINNED_MEMORY
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if MAX_PINNED_MEMORY <= 0:
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@ -1158,6 +1168,9 @@ def pin_memory(tensor):
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PINNED_MEMORY[ptr] = size
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TOTAL_PINNED_MEMORY += size
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return True
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else:
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logging.warning("Pin error.")
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discard_cuda_async_error()
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return False
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@ -1186,6 +1199,9 @@ def unpin_memory(tensor):
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if len(PINNED_MEMORY) == 0:
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TOTAL_PINNED_MEMORY = 0
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return True
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else:
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logging.warning("Unpin error.")
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discard_cuda_async_error()
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return False
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