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constants.py
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# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"). You
# may not use this file except in compliance with the License. A copy of
# the License is located at
#
# http://aws.amazon.com/apache2.0/
#
# or in the "license" file accompanying this file. This file is
# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
# ANY KIND, either express or implied. See the License for the specific
# language governing permissions and limitations under the License.
from __future__ import absolute_import
# flake8: noqa: E501
SPECIAL_MODEL_SPECS_DICT = {
"js-model-class-model-prepacked": {
"model_id": "huggingface-txt2img-conflictx-complex-lineart",
"url": "https://huggingface.co/Conflictx/Complex-Lineart",
"version": "2.0.3",
"min_sdk_version": "2.189.0",
"training_supported": False,
"incremental_training_supported": False,
"hosting_ecr_specs": {
"framework": "huggingface",
"framework_version": "1.10.2",
"py_version": "py38",
"huggingface_transformers_version": "4.17.0",
},
"hosting_artifact_key": "huggingface-txt2img/huggingface-txt2img-conflictx-complex-lineart/artifacts/inference/v1.0.0/",
"hosting_script_key": "source-directory-tarballs/huggingface/inference/txt2img/v1.1.0/sourcedir.tar.gz",
"hosting_prepacked_artifact_key": "huggingface-txt2img/huggingface-txt2img-conflictx-complex-lineart/artifacts/inference-prepack/v1.0.0/",
"hosting_prepacked_artifact_version": "1.0.0",
"hosting_use_script_uri": False,
"inference_vulnerable": False,
"inference_dependencies": [
"accelerate==0.16.0",
"diffusers==0.12.1",
"huggingface_hub==0.12.0",
"transformers==4.26.0",
],
"inference_vulnerabilities": [],
"training_vulnerable": False,
"training_dependencies": [],
"training_vulnerabilities": [],
"deprecated": False,
"inference_environment_variables": [
{
"name": "SAGEMAKER_PROGRAM",
"type": "text",
"default": "inference.py",
"scope": "container",
"required_for_model_class": True,
},
{
"name": "SAGEMAKER_SUBMIT_DIRECTORY",
"type": "text",
"default": "/opt/ml/model/code",
"scope": "container",
"required_for_model_class": False,
},
{
"name": "SAGEMAKER_CONTAINER_LOG_LEVEL",
"type": "text",
"default": "20",
"scope": "container",
"required_for_model_class": False,
},
{
"name": "SAGEMAKER_MODEL_SERVER_TIMEOUT",
"type": "text",
"default": "3600",
"scope": "container",
"required_for_model_class": False,
},
{
"name": "ENDPOINT_SERVER_TIMEOUT",
"type": "int",
"default": 3600,
"scope": "container",
"required_for_model_class": True,
},
{
"name": "MODEL_CACHE_ROOT",
"type": "text",
"default": "/opt/ml/model",
"scope": "container",
"required_for_model_class": True,
},
{
"name": "SAGEMAKER_ENV",
"type": "text",
"default": "1",
"scope": "container",
"required_for_model_class": True,
},
{
"name": "SAGEMAKER_MODEL_SERVER_WORKERS",
"type": "int",
"default": 1,
"scope": "container",
"required_for_model_class": True,
},
],
"metrics": [],
"default_inference_instance_type": "ml.p3.2xlarge",
"supported_inference_instance_types": [
"ml.p3.2xlarge",
"ml.g4dn.xlarge",
"ml.g4dn.2xlarge",
],
"model_kwargs": {},
"deploy_kwargs": {},
"predictor_specs": {
"supported_content_types": ["application/json", "application/x-text"],
"supported_accept_types": [
"application/json",
"application/json;verbose",
"application/json;jpeg",
],
"default_content_type": "application/x-text",
"default_accept_type": "application/json;jpeg",
},
"inference_enable_network_isolation": True,
"validation_supported": False,
"fine_tuning_supported": False,
"resource_name_base": "hf-txt2img-conflictx-complex-lineart",
"default_payloads": {
"Astronaut": {"content_type": "application/x-text", "body": "astronaut on a horse"}
},
"hosting_instance_type_variants": {
"regional_aliases": {
"af-south-1": {
"cpu_ecr_uri_1": "626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
"gpu_ecr_uri_2": "626614931356.dkr.ecr.af-south-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ap-east-1": {
"cpu_ecr_uri_1": "871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
"gpu_ecr_uri_2": "871362719292.dkr.ecr.ap-east-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ap-northeast-1": {
"cpu_ecr_uri_1": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
"gpu_ecr_uri_2": "763104351884.dkr.ecr.ap-northeast-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ap-northeast-2": {
"cpu_ecr_uri_1": "763104351884.dkr.ecr.ap-northeast-2.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
"gpu_ecr_uri_2": "763104351884.dkr.ecr.ap-northeast-2.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ap-northeast-3": {
"cpu_ecr_uri_1": "364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
"gpu_ecr_uri_2": "364406365360.dkr.ecr.ap-northeast-3.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ap-south-1": {
"cpu_ecr_uri_1": "763104351884.dkr.ecr.ap-south-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
"gpu_ecr_uri_2": "763104351884.dkr.ecr.ap-south-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ap-southeast-1": {
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"gpu_ecr_uri_2": "763104351884.dkr.ecr.ap-southeast-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ap-southeast-2": {
"cpu_ecr_uri_1": "763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
"gpu_ecr_uri_2": "763104351884.dkr.ecr.ap-southeast-2.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ap-southeast-3": {
"cpu_ecr_uri_1": "907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
"gpu_ecr_uri_2": "907027046896.dkr.ecr.ap-southeast-3.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"ca-central-1": {
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"gpu_ecr_uri_2": "763104351884.dkr.ecr.ca-central-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
"cn-north-1": {
"cpu_ecr_uri_1": "727897471807.dkr.ecr.cn-north-1.amazonaws.com.cn/huggingface-pytorch-inference:1.10.2-transformers4.17.0-cpu-py38-ubuntu20.04",
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},
"cn-northwest-1": {
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},
"eu-north-1": {
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"gpu_ecr_uri_2": "763104351884.dkr.ecr.eu-north-1.amazonaws.com/huggingface-pytorch-inference:1.10.2-transformers4.17.0-gpu-py38-cu113-ubuntu20.04",
},
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},
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