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Update component and env versions
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rjaincc committed Jul 26, 2024
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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.6
version: 0.0.7

name: diffusers_text_to_image_finetune
display_name: Text to Image Diffusers Model Finetune
description: Component to finetune stable diffusion models using diffusers for text to image.

is_deterministic: false

environment: azureml://registries/azureml/environments/acft-transformers-image-gpu/versions/35
environment: azureml://registries/azureml/environments/acft-transformers-image-gpu/versions/37

code: ../../../src/finetune

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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.16
version: 0.0.17
name: transformers_image_classification_finetune
display_name: Image Classification HuggingFace Transformers Model Finetune
description: Component to finetune HuggingFace transformers models for image classification.

is_deterministic: false

environment: azureml://registries/azureml/environments/acft-transformers-image-gpu/versions/35
environment: azureml://registries/azureml/environments/acft-transformers-image-gpu/versions/37

code: ../../../src/finetune

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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.17
version: 0.0.18
name: mmdetection_image_objectdetection_instancesegmentation_finetune
display_name: Image Object Detection and Instance Segmentation MMDetection Model Finetune
description: Component to finetune MMDetection models for image object detection and instance segmentation.

is_deterministic: false

environment: azureml://registries/azureml/environments/acft-mmdetection-image-gpu/versions/35
environment: azureml://registries/azureml/environments/acft-mmdetection-image-gpu/versions/37

code: ../../../src/finetune

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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.9
version: 0.0.10
name: mmtracking_video_multi_object_tracking_finetune
display_name: Video Multi Object Tracking MMTracking Model Finetune
description: Component to finetune MMTracking models for video multi-object tracking task.

is_deterministic: false

environment: azureml://registries/azureml/environments/acft-mmtracking-video-gpu/versions/30
environment: azureml://registries/azureml/environments/acft-mmtracking-video-gpu/versions/33

code: ../../../src/finetune

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$schema: https://azuremlschemas.azureedge.net/development/commandComponent.schema.json
type: command

version: 0.0.16
version: 0.0.17
name: image_framework_selector
display_name: Framework Selector for Image Tasks
description: Framework selector control flow component for image tasks

is_deterministic: true

environment: azureml://registries/azureml/environments/acpt-automl-image-framework-selector-gpu/versions/34
environment: azureml://registries/azureml/environments/acpt-automl-image-framework-selector-gpu/versions/36

code: ../../src/framework_selector

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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.6
version: 0.0.7
name: diffusers_text_to_image_model_import
display_name: Text to Image Diffusers Model Import
description: Import PyTorch / MLflow model

is_deterministic: True

environment: azureml://registries/azureml/environments/acft-transformers-image-gpu/versions/35
environment: azureml://registries/azureml/environments/acft-transformers-image-gpu/versions/37

code: ../../../src/model_selector

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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.16
version: 0.0.17
name: transformers_image_classification_model_import
display_name: Image Classification HuggingFace Transformers Model Import
description: Import PyTorch / MLflow model

is_deterministic: True

environment: azureml://registries/azureml/environments/acft-transformers-image-gpu/versions/35
environment: azureml://registries/azureml/environments/acft-transformers-image-gpu/versions/37

code: ../../../src/model_selector

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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.17
version: 0.0.18
name: mmdetection_image_objectdetection_instancesegmentation_model_import
display_name: Image Object Detection and Instance Segmentation MMDetection Model Import
description: Import PyTorch / MLflow model

is_deterministic: True

environment: azureml://registries/azureml/environments/acft-mmdetection-image-gpu/versions/35
environment: azureml://registries/azureml/environments/acft-mmdetection-image-gpu/versions/37

code: ../../../src/model_selector

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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.9
version: 0.0.10
name: mmtracking_video_multi_object_tracking_model_import
display_name: Video Multi Object Tracking MMTracking Model Import
description: Import PyTorch / MLflow model

is_deterministic: True

environment: azureml://registries/azureml/environments/acft-mmtracking-video-gpu/versions/30
environment: azureml://registries/azureml/environments/acft-mmtracking-video-gpu/versions/33

code: ../../../src/model_selector

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$schema: https://azuremlschemas.azureedge.net/latest/commandComponent.schema.json
type: command

version: 0.0.15
version: 0.0.16
name: image_model_output_selector
display_name: Model output selector for image components
description: Model output selector control flow component for image tasks

is_deterministic: true

environment: azureml://registries/azureml/environments/acpt-automl-image-framework-selector-gpu/versions/34
environment: azureml://registries/azureml/environments/acpt-automl-image-framework-selector-gpu/versions/36

code: ../../src/model_output_selector

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$schema: https://azuremlschemas.azureedge.net/latest/pipelineComponent.schema.json
type: pipeline

version: 0.0.18
version: 0.0.19
name: image_classification_pipeline
display_name: Image Classification Pipeline
description: Pipeline component for image classification.
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framework_selector:
type: command
component: azureml:image_framework_selector:0.0.16
component: azureml:image_framework_selector:0.0.17
compute: ${{parent.inputs.compute_model_import}}
inputs:
task_type: 'image-classification'
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image_classification_runtime_component:
type: command
component: azureml:train_image_classification_model:0.0.11
component: azureml:train_image_classification_model:0.0.12
compute: ${{parent.inputs.compute_finetune}}
resources:
shm_size: '16g'
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hugging_face_model_import:
type: command
component: azureml:transformers_image_classification_model_import:0.0.16
component: azureml:transformers_image_classification_model_import:0.0.17
compute: ${{parent.inputs.compute_model_import}}
inputs:
model_family: 'HuggingFaceImage'
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hugging_face_finetune:
type: command
component: azureml:transformers_image_classification_finetune:0.0.16
component: azureml:transformers_image_classification_finetune:0.0.17
compute: ${{parent.inputs.compute_finetune}}
distribution:
type: pytorch
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output_selector:
type: command
component: azureml:image_model_output_selector:0.0.15
component: azureml:image_model_output_selector:0.0.16
compute: ${{parent.inputs.compute_model_import}}
inputs:
mlflow_model_t: ${{parent.jobs.image_classification_runtime_component.outputs.mlflow_model_folder}}
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$schema: https://azuremlschemas.azureedge.net/latest/pipelineComponent.schema.json
type: pipeline

version: 0.0.6
version: 0.0.7
name: diffusers_text_to_image_dreambooth_pipeline
display_name: Text to Image Dreambooth Finetuning Diffusers Pipeline
description: Pipeline component for text to image dreambooth training using diffusers library and transformers models.
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jobs:
text_to_image_model_import:
type: command
component: azureml:diffusers_text_to_image_model_import:0.0.6
component: azureml:diffusers_text_to_image_model_import:0.0.7
compute: ${{parent.inputs.compute_model_import}}
inputs:
model_family: ${{parent.inputs.model_family}}
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download_from_source: ${{parent.inputs.download_from_source}}
text_to_image_dreambooth_finetune:
type: command
component: azureml:diffusers_text_to_image_finetune:0.0.6
component: azureml:diffusers_text_to_image_finetune:0.0.7
compute: ${{parent.inputs.compute_finetune}}
distribution:
type: pytorch
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$schema: https://azuremlschemas.azureedge.net/latest/pipelineComponent.schema.json
type: pipeline

version: 0.0.18
version: 0.0.19
name: transformers_image_classification_pipeline
display_name: Image Classification HuggingFace Transformers Pipeline
description: Pipeline component for image classification using HuggingFace transformers models.
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image_classification_model_import:
type: command
component: azureml:transformers_image_classification_model_import:0.0.16
component: azureml:transformers_image_classification_model_import:0.0.17
compute: ${{parent.inputs.compute_model_import}}
inputs:
model_family: ${{parent.inputs.model_family}}
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image_classification_finetune:
type: command
component: azureml:transformers_image_classification_finetune:0.0.16
component: azureml:transformers_image_classification_finetune:0.0.17
compute: ${{parent.inputs.compute_finetune}}
distribution:
type: pytorch
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$schema: https://azuremlschemas.azureedge.net/latest/pipelineComponent.schema.json
type: pipeline

version: 0.0.19
version: 0.0.20
name: image_instance_segmentation_pipeline
display_name: Image Instance Segmentation Pipeline
description: Pipeline component for image instance segmentation.
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framework_selector:
type: command
component: azureml:image_framework_selector:0.0.16
component: azureml:image_framework_selector:0.0.17
compute: ${{parent.inputs.compute_model_import}}
inputs:
task_type: ${{parent.inputs.task_type}}
Expand All @@ -322,7 +322,7 @@ jobs:

image_instance_segmentation_runtime_component:
type: command
component: azureml:train_instance_segmentation_model:0.0.11
component: azureml:train_instance_segmentation_model:0.0.12
compute: ${{parent.inputs.compute_finetune}}
resources:
shm_size: '16g'
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mm_detection_model_import:
type: command
component: azureml:mmdetection_image_objectdetection_instancesegmentation_model_import:0.0.17
component: azureml:mmdetection_image_objectdetection_instancesegmentation_model_import:0.0.18
compute: ${{parent.inputs.compute_model_import}}
inputs:
model_family: 'MmDetectionImage'
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mm_detection_finetune:
type: command
component: azureml:mmdetection_image_objectdetection_instancesegmentation_finetune:0.0.17
component: azureml:mmdetection_image_objectdetection_instancesegmentation_finetune:0.0.18
compute: ${{parent.inputs.compute_finetune}}
distribution:
type: pytorch
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output_selector:
type: command
component: azureml:image_model_output_selector:0.0.15
component: azureml:image_model_output_selector:0.0.16
compute: ${{parent.inputs.compute_model_import}}
inputs:
mlflow_model_t: ${{parent.jobs.image_instance_segmentation_runtime_component.outputs.mlflow_model_folder}}
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$schema: https://azuremlschemas.azureedge.net/latest/pipelineComponent.schema.json
type: pipeline

version: 0.0.19
version: 0.0.20
name: mmdetection_image_objectdetection_instancesegmentation_pipeline
display_name: Image Object Detection and Instance Segmentation MMDetection Pipeline
description: Pipeline component for image object detection and instance segmentation using MMDetection models.
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image_od_is_model_import:
type: command
component: azureml:mmdetection_image_objectdetection_instancesegmentation_model_import:0.0.17
component: azureml:mmdetection_image_objectdetection_instancesegmentation_model_import:0.0.18
compute: ${{parent.inputs.compute_model_import}}
inputs:
model_family: ${{parent.inputs.model_family}}
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image_od_is_finetune:
type: command
component: azureml:mmdetection_image_objectdetection_instancesegmentation_finetune:0.0.17
component: azureml:mmdetection_image_objectdetection_instancesegmentation_finetune:0.0.18
compute: ${{parent.inputs.compute_finetune}}
distribution:
type: pytorch
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$schema: https://azuremlschemas.azureedge.net/latest/pipelineComponent.schema.json
type: pipeline

version: 0.0.13
version: 0.0.14
name: mmtracking_video_multi_object_tracking_pipeline
display_name: Video Multi-Object Tracking MMTracking Pipeline
description: Pipeline component for multi-object tracking using MMTracking models.
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model_import:
type: command
component: azureml:mmtracking_video_multi_object_tracking_model_import:0.0.9
component: azureml:mmtracking_video_multi_object_tracking_model_import:0.0.10
compute: ${{parent.inputs.compute_model_import}}
inputs:
model_family: ${{parent.inputs.model_family}}
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finetune:
type: command
component: azureml:mmtracking_video_multi_object_tracking_finetune:0.0.9
component: azureml:mmtracking_video_multi_object_tracking_finetune:0.0.10
compute: ${{parent.inputs.compute_finetune}}
resources:
shm_size: '16g'
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