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North America Generative Adversarial Networks Market Size, Share & Trends Analysis Report By Technology (Conditional GANs, Traditional GANs, and Cycle GANs), By Application, By Deployment, By Type, By Industry Vertical, By Country and Growth Forecast, 2024 - 2031

Published Date : 17-Mar-2025

Pages: 151

Formats: PDF

The North America Generative Adversarial Networks Market would witness market growth of 36.1% CAGR during the forecast period (2024-2031).

The US market dominated the North America Generative Adversarial Networks Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $12,866.7 million by 2031. The Canada market is experiencing a CAGR of 38.9% during (2024 - 2031). Additionally, The Mexico market would exhibit a CAGR of 37.9% during (2024 - 2031).

North America Generative Adversarial Networks Market

Generative Adversarial Networks (GANs) have emerged as one of the most transformative innovations in the field of artificial intelligence (AI) and machine learning (ML) over the past decade. The core concept of GANs lies in their unique architecture, which consists of two neural networks—the generator and the discriminator—that compete against each other in a zero-sum game framework. The generator aims to create synthetic data that closely mimics real data, while the discriminator evaluates and distinguishes between real and generated data. Through this adversarial process, both networks iteratively improve, producing highly convincing synthetic outputs. This novel approach has unlocked countless possibilities across industries, making GANs a focal point of research and commercial application and significantly propelling market growth.

The rapid advancements in AI and deep learning have acted as a catalyst for the expansion of the market. With the exponential increase in data generation and the demand for high-quality synthetic content, GANs have found applications in diverse sectors, including healthcare, media and entertainment, automotive, finance, retail, and more. The technology's unparalleled capacity to produce hyper-realistic images and videos has been a primary factor in the growth of the market. This capability has been widely adopted in the media and entertainment industry for the purpose of content creation, video editing, and even special effects. GANs create dynamic environments, lifelike characters, and textures that enrich player experiences while reducing development time and costs in the gaming industry.

In the United States, the media and entertainment industry is experiencing a significant surge in the adoption of GANs. According to the U.S. Bureau of Economic Analysis (BEA), the arts and entertainment sector contributed approximately $1.10 trillion to the U.S. economy in 2022. GAN technology is revolutionizing content creation by enabling the generation of hyper-realistic images, videos, and audio, thereby enhancing production quality and efficiency. The U.S. government has recognized the transformative potential of AI in this sector, leading to initiatives such as the AI Innovation Accelerator program. This program, part of a public-private partnership involving the state of California and major tech companies, allocates substantial funding to support AI-driven projects within the media industry. Additionally, legislative measures like the ELVIS Act in Tennessee have been enacted to protect artists' rights against unauthorized AI-generated reproductions, fostering a secure environment for innovation in media and entertainment. Thus, the region will present lucrative growth opportunities for the market throughout the forecast period.

Free Valuable Insights: The Generative Adversarial Networks Market is Predict to reach USD 47.84 Billion by 2031, at a CAGR of 36.8%

Based on Technology, the market is segmented into Conditional GANs, Traditional GANs, and Cycle GANs. Based on Application, the market is segmented into Image Generation, Text Generation, Video Generation, Audio & Speech Generation, and 3D Object Generation. Based on Deployment, the market is segmented into Cloud, and On-Premises. Based on Type, the market is segmented into Image-Based GANs, Video-Based GANs, Text-Based GANs, and Audio-Based GANs. Based on Industry Vertical, the market is segmented into Media & Entertainment, Healthcare, Retail & E-commerce, Finance & Banking, Automotive, and Other Industry Vertical. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.

List of Key Companies Profiled

  • Amazon Web Services, Inc. (Amazon.com, Inc.)
  • Google LLC (Alphabet Inc.)
  • IBM Corporation
  • Markovate Inc.
  • Meta Platforms, Inc.
  • Microsoft Corporation
  • NVIDIA Corporation
  • OpenAI, L.L.C.
  • Stability AI Ltd.
  • Synthesia Limited

North America Generative Adversarial Networks Market Report Segmentation

By Technology

  • Conditional GANs
  • Traditional GANs
  • Cycle GANs

By Application

  • Image Generation
  • Text Generation
  • Video Generation
  • Audio & Speech Generation
  • 3D Object Generation

By Deployment

  • Cloud
  • On-Premises

By Type

  • Image-Based GANs
  • Video-Based GANs
  • Text-Based GANs
  • Audio-Based GANs

By Industry Vertical

  • Media & Entertainment
  • Healthcare
  • Retail & E-commerce
  • Finance & Banking
  • Automotive
  • Other Industry Vertical

By Country

  • US
  • Canada
  • Mexico
  • Rest of North America
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America Generative Adversarial Networks Market, by Technology
1.4.2 North America Generative Adversarial Networks Market, by Application
1.4.3 North America Generative Adversarial Networks Market, by Deployment
1.4.4 North America Generative Adversarial Networks Market, by Type
1.4.5 North America Generative Adversarial Networks Market, by Industry Vertical
1.4.6 North America Generative Adversarial Networks Market, by Country
1.5 Methodology for the research

Chapter 2. Market at a Glance
2.1 Key Highlights

Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global
4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
4.2.1 Partnerships, Collaborations and Agreements
4.2.2 Product Launches and Product Expansions
4.3 Market Share Analysis, 2023
4.4 Top Winning Strategies
4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
4.4.2 Key Strategic Move: (Product Launches and Product Expansions: 2021, Oct – 2025, Jan) Leading Players
4.5 Porter Five Forces Analysis

Chapter 5. North America Generative Adversarial Networks Market by Technology
5.1 North America Conditional GANs Market by Country
5.2 North America Traditional GANs Market by Country
5.3 North America Cycle GANs Market by Country

Chapter 6. North America Generative Adversarial Networks Market by Application
6.1 North America Image Generation Market by Region
6.2 North America Text Generation Market by Region
6.3 North America Video Generation Market by Region
6.4 North America Audio & Speech Generation Market by Region
6.5 North America 3D Object Generation Market by Region

Chapter 7. North America Generative Adversarial Networks Market by Deployment
7.1 North America Cloud Market by Country
7.2 North America On-Premises Market by Country

Chapter 8. North America Generative Adversarial Networks Market by Type
8.1 North America Image-Based GANs Market by Country
8.2 North America Video-Based GANs Market by Country
8.3 North America Text-Based GANs Market by Country
8.4 North America Audio-Based GANs Market by Country

Chapter 9. North America Generative Adversarial Networks Market by Industry Vertical
9.1 North America Media & Entertainment Market by Country
9.2 North America Healthcare Market by Country
9.3 North America Retail & E-commerce Market by Country
9.4 North America Finance & Banking Market by Country
9.5 North America Automotive Market by Country
9.6 North America Other Industry Vertical Market by Country

Chapter 10. North America Generative Adversarial Networks Market by Country
10.1 US Generative Adversarial Networks Market
10.1.1 US Generative Adversarial Networks Market by Technology
10.1.2 US Generative Adversarial Networks Market by Application
10.1.3 US Generative Adversarial Networks Market by Deployment
10.1.4 US Generative Adversarial Networks Market by Type
10.1.5 US Generative Adversarial Networks Market by Industry Vertical
10.2 Canada Generative Adversarial Networks Market
10.2.1 Canada Generative Adversarial Networks Market by Technology
10.2.2 Canada Generative Adversarial Networks Market by Application
10.2.3 Canada Generative Adversarial Networks Market by Deployment
10.2.4 Canada Generative Adversarial Networks Market by Type
10.2.5 Canada Generative Adversarial Networks Market by Industry Vertical
10.3 Mexico Generative Adversarial Networks Market
10.3.1 Mexico Generative Adversarial Networks Market by Technology
10.3.2 Mexico Generative Adversarial Networks Market by Application
10.3.3 Mexico Generative Adversarial Networks Market by Deployment
10.3.4 Mexico Generative Adversarial Networks Market by Type
10.3.5 Mexico Generative Adversarial Networks Market by Industry Vertical
10.4 Rest of North America Generative Adversarial Networks Market
10.4.1 Rest of North America Generative Adversarial Networks Market by Technology
10.4.2 Rest of North America Generative Adversarial Networks Market by Application
10.4.3 Rest of North America Generative Adversarial Networks Market by Deployment
10.4.4 Rest of North America Generative Adversarial Networks Market by Type
10.4.5 Rest of North America Generative Adversarial Networks Market by Industry Vertical

Chapter 11. Company Profiles
11.1 Amazon Web Services, Inc. (Amazon.com, Inc.)
11.1.1 Company Overview
11.1.2 Financial Analysis
11.1.3 Segmental and Regional Analysis
11.1.4 Recent strategies and developments:
11.1.4.1 Product Launches and Product Expansions:
11.1.5 SWOT Analysis
11.2 Google LLC (Alphabet Inc.)
11.2.1 Company Overview
11.2.2 Financial Analysis
11.2.3 Segmental and Regional Analysis
11.2.4 Research & Development Expense
11.2.5 Recent strategies and developments:
11.2.5.1 Product Launches and Product Expansions:
11.2.6 SWOT Analysis
11.3 IBM Corporation
11.3.1 Company Overview
11.3.2 Financial Analysis
11.3.3 Regional & Segmental Analysis
11.3.4 Research & Development Expenses
11.3.5 Recent strategies and developments:
11.3.5.1 Product Launches and Product Expansions:
11.3.6 SWOT Analysis
11.4 Markovate Inc.
11.4.1 Company Overview
11.4.2 SWOT Analysis
11.5 Meta Platforms, Inc.
11.5.1 Company Overview
11.5.2 Financial Analysis
11.5.3 Segment and Regional Analysis
11.5.4 Research & Development Expense
11.5.5 SWOT Analysis
11.6 Microsoft Corporation
11.6.1 Company Overview
11.6.2 Financial Analysis
11.6.3 Segmental and Regional Analysis
11.6.4 Research & Development Expenses
11.6.5 Recent strategies and developments:
11.6.5.1 Partnerships, Collaborations, and Agreements:
11.6.5.2 Product Launches and Product Expansions:
11.6.6 SWOT Analysis
11.7 NVIDIA Corporation
11.7.1 Company Overview
11.7.2 Financial Analysis
11.7.3 Segmental and Regional Analysis
11.7.4 Research & Development Expenses
11.7.5 Recent strategies and developments:
11.7.5.1 Partnerships, Collaborations, and Agreements:
11.7.5.2 Product Launches and Product Expansions:
11.7.6 SWOT Analysis
11.8 OpenAI, L.L.C.
11.8.1 Company Overview
11.8.2 Recent strategies and developments:
11.8.2.1 Product Launches and Product Expansions:
11.8.3 SWOT Analysis
11.9 Stability AI Ltd.
11.9.1 Company Overview
11.10. Synthesia Limited
11.10.1 Company Overview
11.10.2 Recent strategies and developments:
11.10.2.1 Product Launches and Product Expansions:
TABLE 1 North America Generative Adversarial Networks Market, 2020 - 2023, USD Million
TABLE 2 North America Generative Adversarial Networks Market, 2024 - 2031, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Generative Adversarial Networks Market
TABLE 4 Product Launches And Product Expansions– Generative Adversarial Networks Market
TABLE 5 North America Generative Adversarial Networks Market by Technology, 2020 - 2023, USD Million
TABLE 6 North America Generative Adversarial Networks Market by Technology, 2024 - 2031, USD Million
TABLE 7 North America Conditional GANs Market by Country, 2020 - 2023, USD Million
TABLE 8 North America Conditional GANs Market by Country, 2024 - 2031, USD Million
TABLE 9 North America Traditional GANs Market by Country, 2020 - 2023, USD Million
TABLE 10 North America Traditional GANs Market by Country, 2024 - 2031, USD Million
TABLE 11 North America Cycle GANs Market by Country, 2020 - 2023, USD Million
TABLE 12 North America Cycle GANs Market by Country, 2024 - 2031, USD Million
TABLE 13 North America Generative Adversarial Networks Market by Application, 2020 - 2023, USD Million
TABLE 14 North America Generative Adversarial Networks Market by Application, 2024 - 2031, USD Million
TABLE 15 North America Image Generation Market by Region, 2020 - 2023, USD Million
TABLE 16 North America Image Generation Market by Region, 2024 - 2031, USD Million
TABLE 17 North America Text Generation Market by Region, 2020 - 2023, USD Million
TABLE 18 North America Text Generation Market by Region, 2024 - 2031, USD Million
TABLE 19 North America Video Generation Market by Region, 2020 - 2023, USD Million
TABLE 20 North America Video Generation Market by Region, 2024 - 2031, USD Million
TABLE 21 North America Audio & Speech Generation Market by Region, 2020 - 2023, USD Million
TABLE 22 North America Audio & Speech Generation Market by Region, 2024 - 2031, USD Million
TABLE 23 North America 3D Object Generation Market by Region, 2020 - 2023, USD Million
TABLE 24 North America 3D Object Generation Market by Region, 2024 - 2031, USD Million
TABLE 25 North America Generative Adversarial Networks Market by Deployment, 2020 - 2023, USD Million
TABLE 26 North America Generative Adversarial Networks Market by Deployment, 2024 - 2031, USD Million
TABLE 27 North America Cloud Market by Country, 2020 - 2023, USD Million
TABLE 28 North America Cloud Market by Country, 2024 - 2031, USD Million
TABLE 29 North America On-Premises Market by Country, 2020 - 2023, USD Million
TABLE 30 North America On-Premises Market by Country, 2024 - 2031, USD Million
TABLE 31 North America Generative Adversarial Networks Market by Type, 2020 - 2023, USD Million
TABLE 32 North America Generative Adversarial Networks Market by Type, 2024 - 2031, USD Million
TABLE 33 North America Image-Based GANs Market by Country, 2020 - 2023, USD Million
TABLE 34 North America Image-Based GANs Market by Country, 2024 - 2031, USD Million
TABLE 35 North America Video-Based GANs Market by Country, 2020 - 2023, USD Million
TABLE 36 North America Video-Based GANs Market by Country, 2024 - 2031, USD Million
TABLE 37 North America Text-Based GANs Market by Country, 2020 - 2023, USD Million
TABLE 38 North America Text-Based GANs Market by Country, 2024 - 2031, USD Million
TABLE 39 North America Audio-Based GANs Market by Country, 2020 - 2023, USD Million
TABLE 40 North America Audio-Based GANs Market by Country, 2024 - 2031, USD Million
TABLE 41 North America Generative Adversarial Networks Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 42 North America Generative Adversarial Networks Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 43 North America Media & Entertainment Market by Country, 2020 - 2023, USD Million
TABLE 44 North America Media & Entertainment Market by Country, 2024 - 2031, USD Million
TABLE 45 North America Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 46 North America Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 47 North America Retail & E-commerce Market by Country, 2020 - 2023, USD Million
TABLE 48 North America Retail & E-commerce Market by Country, 2024 - 2031, USD Million
TABLE 49 North America Finance & Banking Market by Country, 2020 - 2023, USD Million
TABLE 50 North America Finance & Banking Market by Country, 2024 - 2031, USD Million
TABLE 51 North America Automotive Market by Country, 2020 - 2023, USD Million
TABLE 52 North America Automotive Market by Country, 2024 - 2031, USD Million
TABLE 53 North America Other Industry Vertical Market by Country, 2020 - 2023, USD Million
TABLE 54 North America Other Industry Vertical Market by Country, 2024 - 2031, USD Million
TABLE 55 North America Generative Adversarial Networks Market by Country, 2020 - 2023, USD Million
TABLE 56 North America Generative Adversarial Networks Market by Country, 2024 - 2031, USD Million
TABLE 57 US Generative Adversarial Networks Market, 2020 - 2023, USD Million
TABLE 58 US Generative Adversarial Networks Market, 2024 - 2031, USD Million
TABLE 59 US Generative Adversarial Networks Market by Technology, 2020 - 2023, USD Million
TABLE 60 US Generative Adversarial Networks Market by Technology, 2024 - 2031, USD Million
TABLE 61 US Generative Adversarial Networks Market by Application, 2020 - 2023, USD Million
TABLE 62 US Generative Adversarial Networks Market by Application, 2024 - 2031, USD Million
TABLE 63 US Generative Adversarial Networks Market by Deployment, 2020 - 2023, USD Million
TABLE 64 US Generative Adversarial Networks Market by Deployment, 2024 - 2031, USD Million
TABLE 65 US Generative Adversarial Networks Market by Type, 2020 - 2023, USD Million
TABLE 66 US Generative Adversarial Networks Market by Type, 2024 - 2031, USD Million
TABLE 67 US Generative Adversarial Networks Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 68 US Generative Adversarial Networks Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 69 Canada Generative Adversarial Networks Market, 2020 - 2023, USD Million
TABLE 70 Canada Generative Adversarial Networks Market, 2024 - 2031, USD Million
TABLE 71 Canada Generative Adversarial Networks Market by Technology, 2020 - 2023, USD Million
TABLE 72 Canada Generative Adversarial Networks Market by Technology, 2024 - 2031, USD Million
TABLE 73 Canada Generative Adversarial Networks Market by Application, 2020 - 2023, USD Million
TABLE 74 Canada Generative Adversarial Networks Market by Application, 2024 - 2031, USD Million
TABLE 75 Canada Generative Adversarial Networks Market by Deployment, 2020 - 2023, USD Million
TABLE 76 Canada Generative Adversarial Networks Market by Deployment, 2024 - 2031, USD Million
TABLE 77 Canada Generative Adversarial Networks Market by Type, 2020 - 2023, USD Million
TABLE 78 Canada Generative Adversarial Networks Market by Type, 2024 - 2031, USD Million
TABLE 79 Canada Generative Adversarial Networks Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 80 Canada Generative Adversarial Networks Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 81 Mexico Generative Adversarial Networks Market, 2020 - 2023, USD Million
TABLE 82 Mexico Generative Adversarial Networks Market, 2024 - 2031, USD Million
TABLE 83 Mexico Generative Adversarial Networks Market by Technology, 2020 - 2023, USD Million
TABLE 84 Mexico Generative Adversarial Networks Market by Technology, 2024 - 2031, USD Million
TABLE 85 Mexico Generative Adversarial Networks Market by Application, 2020 - 2023, USD Million
TABLE 86 Mexico Generative Adversarial Networks Market by Application, 2024 - 2031, USD Million
TABLE 87 Mexico Generative Adversarial Networks Market by Deployment, 2020 - 2023, USD Million
TABLE 88 Mexico Generative Adversarial Networks Market by Deployment, 2024 - 2031, USD Million
TABLE 89 Mexico Generative Adversarial Networks Market by Type, 2020 - 2023, USD Million
TABLE 90 Mexico Generative Adversarial Networks Market by Type, 2024 - 2031, USD Million
TABLE 91 Mexico Generative Adversarial Networks Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 92 Mexico Generative Adversarial Networks Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 93 Rest of North America Generative Adversarial Networks Market, 2020 - 2023, USD Million
TABLE 94 Rest of North America Generative Adversarial Networks Market, 2024 - 2031, USD Million
TABLE 95 Rest of North America Generative Adversarial Networks Market by Technology, 2020 - 2023, USD Million
TABLE 96 Rest of North America Generative Adversarial Networks Market by Technology, 2024 - 2031, USD Million
TABLE 97 Rest of North America Generative Adversarial Networks Market by Application, 2020 - 2023, USD Million
TABLE 98 Rest of North America Generative Adversarial Networks Market by Application, 2024 - 2031, USD Million
TABLE 99 Rest of North America Generative Adversarial Networks Market by Deployment, 2020 - 2023, USD Million
TABLE 100 Rest of North America Generative Adversarial Networks Market by Deployment, 2024 - 2031, USD Million
TABLE 101 Rest of North America Generative Adversarial Networks Market by Type, 2020 - 2023, USD Million
TABLE 102 Rest of North America Generative Adversarial Networks Market by Type, 2024 - 2031, USD Million
TABLE 103 Rest of North America Generative Adversarial Networks Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 104 Rest of North America Generative Adversarial Networks Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 105 Key Information – Amazon Web Services, Inc.
TABLE 106 Key Information – Google LLC
TABLE 107 Key Information – IBM Corporation
TABLE 108 Key Information – Markovate Inc.
TABLE 109 Key Information – Meta Platforms, Inc.
TABLE 110 Key Information – Microsoft Corporation
TABLE 111 Key Information – NVIDIA Corporation
TABLE 112 Key Information – OpenAI, L.L.C.
TABLE 113 Key Information – Stability AI Ltd.
TABLE 114 Key Information – Synthesia Limited

List of Figures
FIG 1 Methodology for the research
FIG 2 North America Generative Adversarial Networks Market, 2020 - 2031, USD Million
FIG 3 Key Factors Impacting Generative Adversarial Networks Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2023
FIG 6 Key Leading Strategies: Percentage Distribution (2020-2024)
FIG 7 Key Strategic Move: (Product Launches and Product Expansions : 2021, OCT – 2025, Jan) Leading Players
FIG 8 Porter’s Five Forces Analysis – Generative Adversarial Networks Market
FIG 9 North America Generative Adversarial Networks Market share by Technology, 2023
FIG 10 North America Generative Adversarial Networks Market share by Technology, 2031
FIG 11 North America Generative Adversarial Networks Market by Technology, 2020 - 2031, USD Million
FIG 12 North America Generative Adversarial Networks Market share by Application, 2023
FIG 13 North America Generative Adversarial Networks Market share by Application, 2031
FIG 14 North America Generative Adversarial Networks Market by Application, 2020 - 2031, USD Million
FIG 15 North America Generative Adversarial Networks Market share by Deployment, 2023
FIG 16 North America Generative Adversarial Networks Market share by Deployment, 2031
FIG 17 North America Generative Adversarial Networks Market by Deployment, 2020 - 2031, USD Million
FIG 18 North America Generative Adversarial Networks Market share by Type, 2023
FIG 19 North America Generative Adversarial Networks Market share by Type, 2031
FIG 20 North America Generative Adversarial Networks Market by Type, 2020 - 2031, USD Million
FIG 21 orth America Generative Adversarial Networks Market share by Industry Vertical, 2023
FIG 22 orth America Generative Adversarial Networks Market share by Industry Vertical, 2031
FIG 23 North America Generative Adversarial Networks Market by Industry Vertical, 2020 - 2031, USD Million
FIG 24 North America Generative Adversarial Networks Market share by Country, 2023
FIG 25 North America Generative Adversarial Networks Market share by Country, 2031
FIG 26 North America Generative Adversarial Networks Market by Country, 2020 - 2031, USD Million
FIG 27 SWOT Analysis: Amazon Web Services, Inc.
FIG 28 SWOT Analysis: Google LLC
FIG 29 SWOT Analysis: IBM Corporation
FIG 30 SWOT Analysis: Markovate Inc.
FIG 31 SWOT Analysis: Meta Platforms, Inc.
FIG 32 Recent strategies and developments: MICROSOFT CORPORATION
FIG 33 SWOT Analysis: Microsoft Corporation
FIG 34 Recent strategies and developments: NVIDIA Corporation
FIG 35 SWOT Analysis: NVIDIA Corporation
FIG 36 SWOT Analysis: OpenAI, L.L.C.

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