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Machine Learning Chip Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2022-2027

Market Overview:

The global machine learning chip market reached a value of US$ 5.86 Billion in 2021. Looking forward, IMARC Group expects the market to reach a value of US$ 33.02 Billion by 2027 exhibiting a CAGR of 31.20% during 2022-2027. Keeping in mind the uncertainties of COVID-19, we are continuously tracking and evaluating the direct as well as the indirect influence of the pandemic on different end use industries. These insights are included in the report as a major market contributor.

Machine learning (ML) refers to a part of artificial intelligence (AI), which operates on experiential learning instead of programming for making decisions. ML chips are installed to improve intellectual property cores and enhance design and tool flows. They also help automate the tuning and routing of devices to improve the power, performance, and area (PPA) results through ML, analytics, and optimization. The hardware infrastructure of ML chips mainly consists of three components, storage, networking, and computing. Some of the standard ML chips include field-programmable gate arrays (FPGAs), application-specific integrated circuits (ASICs), and graphics processing units (GPUs). These chips are used for error prevention and cost-saving purposes across various industries, such as manufacturing, automotive, media and advertising, transportation, and finance.

 

 
 

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Machine Learning Chip Market Trends:

The widespread utilization of AI in several industry verticals and the emergence of quantum computing are some of the main factors driving the global machine learning chip market growth. A significant expansion in the gaming industry has led to a shift from central processing units (CPUs) to graphics processing units (GPUs) for simultaneously performing various complex tasks, which is further contributing to the growth of the market. Apart from this, the establishment of smart infrastructure in corporate organizations and the commencement of smart city projects are fueling the market growth. The growing number of machine learning (ML) applications and the increasing demand for smart homes are providing an impetus to the market growth. Moreover, the emergence of the Internet-of-Things (IoT) and the rising development of human-like robots to reduce human intervention and errors are some of the other factors creating a positive outlook for the market across the globe.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global machine learning chip market, along with forecasts at the global, regional and country level from 2022-2027. Our report has categorized the market based on technology, chip type and industry vertical.

Breakup by Technology:

 

 
 

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  • System-on-Chip (SoC)
  • System-in-Package
  • Multi-chip Module
  • Others
     

Breakup by Chip Type:

  • GPU
  • ASIC
  • FPGA
  • CPU
  • Others
     

Breakup by Industry Vertical:

  • BFSI
  • IT and Telecom
  • Media and Advertising
  • Retail
  • Healthcare
  • Automotive
  • Others
     

Breakup by Region:

 

 
 

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  • North America
    • United States
    • Canada
  • Asia-Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Indonesia
    • Others
  • Europe
    • Germany
    • France
    • United Kingdom
    • Italy
    • Spain
    • Russia
    • Others
  • Latin America
    • Brazil
    • Mexico
    • Others
  • Middle East and Africa
     

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being Advanced Micro Devices Inc., Amazon Web Services Inc. (Amazon.com Inc.), Cerebras Inc., Google LLC, Graphcore, Intel Corporation, International Business Machines Corporation, NVIDIA Corporation, Qualcomm Incorporated, Samsung Electronics Co. Ltd. and Taiwan Semiconductor Manufacturing Company Limited.

Report Coverage:

Report Features Details
Base Year of the Analysis 2021
    Historical Period 2016-2021
Forecast Period 2022-2027
Units US$ Billion
Segment Coverage Technology, Chip Type, Industry Vertical, Region
Region Covered  Asia Pacific, Europe, North America, Latin America, Middle East and Africa
Countries Covered United States, Canada, Germany, France, United Kingdom, Italy, Spain, Russia, China, Japan, India, South Korea, Australia, Indonesia, Brazil, Mexico
Companies Covered Advanced Micro Devices Inc., Amazon Web Services Inc. (Amazon.com Inc.), Cerebras Inc., Google LLC, Graphcore, Intel Corporation, International Business Machines Corporation, NVIDIA Corporation, Qualcomm Incorporated, Samsung Electronics Co. Ltd. and Taiwan Semiconductor Manufacturing Company Limited.
Customization Scope 10% Free Customization
Report Price and Purchase Option Single User License: US$ 2499
Five User License: US$ 3499
Corporate License: US$ 4499
Post-Sale Analyst Support 10-12 Weeks
Delivery Format PDF and Excel through Email (We can also provide the editable version of the report in PPT/Word format on special request)

1    Preface
2    Scope and Methodology

    2.1    Objectives of the Study
    2.2    Stakeholders
    2.3    Data Sources
        2.3.1    Primary Sources
        2.3.2    Secondary Sources
    2.4    Market Estimation
        2.4.1    Bottom-Up Approach
        2.4.2    Top-Down Approach
    2.5    Forecasting Methodology
3    Executive Summary
4    Introduction

    4.1    Overview
    4.2    Key Industry Trends
5    Global Machine Learning Chip Market
    5.1    Market Overview
    5.2    Market Performance
    5.3    Impact of COVID-19
    5.4    Market Forecast
6    Market Breakup by Technology
    6.1    System-on-Chip (SoC)
        6.1.1 Market Trends
        6.1.2 Market Forecast
    6.2    System-in-Package
        6.2.1 Market Trends
        6.2.2 Market Forecast
    6.3    Multi-chip Module
        6.3.1 Market Trends
        6.3.2 Market Forecast
    6.4    Others
        6.4.1 Market Trends
        6.4.2 Market Forecast
7    Market Breakup by Chip Type
    7.1    GPU
        7.1.1 Market Trends
        7.1.2 Market Forecast
    7.2    ASIC
        7.2.1 Market Trends
        7.2.2 Market Forecast
    7.3    FPGA
        7.3.1 Market Trends
        7.3.2 Market Forecast
    7.4    CPU
        7.4.1 Market Trends
        7.4.2 Market Forecast
    7.5    Others
        7.5.1 Market Trends
        7.5.2 Market Forecast
8    Market Breakup by Industry Vertical
    8.1    BFSI
        8.1.1 Market Trends
        8.1.2 Market Forecast
    8.2    IT and Telecom
        8.2.1 Market Trends
        8.2.2 Market Forecast
    8.3    Media and Advertising
        8.3.1 Market Trends
        8.3.2 Market Forecast
    8.4    Retail
        8.4.1 Market Trends
        8.4.2 Market Forecast
    8.5    Healthcare
        8.5.1 Market Trends
        8.5.2 Market Forecast
    8.6    Automotive
        8.6.1 Market Trends
        8.6.2 Market Forecast
    8.7    Others
        8.7.1 Market Trends
        8.7.2 Market Forecast
9    Market Breakup by Region
    9.1    North America
        9.1.1 United States
           9.1.1.1 Market Trends
           9.1.1.2 Market Forecast
        9.1.2 Canada
           9.1.2.1 Market Trends
           9.1.2.2 Market Forecast
    9.2    Asia-Pacific
        9.2.1 China
           9.2.1.1 Market Trends
           9.2.1.2 Market Forecast
        9.2.2 Japan
           9.2.2.1 Market Trends
           9.2.2.2 Market Forecast
        9.2.3 India
           9.2.3.1 Market Trends
           9.2.3.2 Market Forecast
        9.2.4 South Korea
           9.2.4.1 Market Trends
           9.2.4.2 Market Forecast
        9.2.5 Australia
           9.2.5.1 Market Trends
           9.2.5.2 Market Forecast
        9.2.6 Indonesia
           9.2.6.1 Market Trends
           9.2.6.2 Market Forecast
        9.2.7 Others
           9.2.7.1 Market Trends
           9.2.7.2 Market Forecast
    9.3    Europe
        9.3.1 Germany
           9.3.1.1 Market Trends
           9.3.1.2 Market Forecast
        9.3.2 France
           9.3.2.1 Market Trends
           9.3.2.2 Market Forecast
        9.3.3 United Kingdom
           9.3.3.1 Market Trends
           9.3.3.2 Market Forecast
        9.3.4 Italy
           9.3.4.1 Market Trends
           9.3.4.2 Market Forecast
        9.3.5 Spain
           9.3.5.1 Market Trends
           9.3.5.2 Market Forecast
        9.3.6 Russia
           9.3.6.1 Market Trends
           9.3.6.2 Market Forecast
        9.3.7 Others
           9.3.7.1 Market Trends
           9.3.7.2 Market Forecast
    9.4    Latin America
        9.4.1 Brazil
           9.4.1.1 Market Trends
           9.4.1.2 Market Forecast
        9.4.2 Mexico
           9.4.2.1 Market Trends
           9.4.2.2 Market Forecast
        9.4.3 Others
           9.4.3.1 Market Trends
           9.4.3.2 Market Forecast
    9.5    Middle East and Africa
        9.5.1 Market Trends
        9.5.2 Market Breakup by Country
        9.5.3 Market Forecast
10    SWOT Analysis
    10.1    Overview
    10.2    Strengths
    10.3    Weaknesses
    10.4    Opportunities
    10.5    Threats
11    Value Chain Analysis
12    Porters Five Forces Analysis

    12.1    Overview
    12.2    Bargaining Power of Buyers
    12.3    Bargaining Power of Suppliers
    12.4    Degree of Competition
    12.5    Threat of New Entrants
    12.6    Threat of Substitutes
13    Price Analysis
14    Competitive Landscape

    14.1    Market Structure
    14.2    Key Players
    14.3    Profiles of Key Players
        14.3.1    Advanced Micro Devices Inc.
           14.3.1.1 Company Overview
           14.3.1.2 Product Portfolio
        14.3.2    Amazon Web Services Inc. (Amazon.com Inc.)
           14.3.2.1 Company Overview
           14.3.2.2 Product Portfolio
           14.3.2.3 SWOT Analysis
        14.3.3    Cerebras Inc.
           14.3.3.1 Company Overview
           14.3.3.2 Product Portfolio
        14.3.4    Google LLC
           14.3.4.1 Company Overview
           14.3.4.2 Product Portfolio
           14.3.4.3 SWOT Analysis
        14.3.5    Graphcore
           14.3.5.1 Company Overview
           14.3.5.2 Product Portfolio
        14.3.6    Intel Corporation
           14.3.6.1 Company Overview
           14.3.6.2 Product Portfolio
        14.3.7    International Business Machines Corporation
           14.3.7.1 Company Overview
           14.3.7.2 Product Portfolio
        14.3.8    NVIDIA Corporation
           14.3.8.1 Company Overview
           14.3.8.2 Product Portfolio
        14.3.9    Qualcomm Incorporated
           14.3.9.1 Company Overview
           14.3.9.2 Product Portfolio
        14.3.10    Samsung Electronics Co. Ltd.
           14.3.10.1 Company Overview
           14.3.10.2 Product Portfolio
        14.3.11    Taiwan Semiconductor Manufacturing Company Limited
           14.3.11.1 Company Overview
           14.3.11.2 Product Portfolio

List of Figures

Figure 1: Global: Machine Learning Chip Market: Major Drivers and Challenges
Figure 2: Global: Machine Learning Chip Market: Sales Value (in Billion US$), 2016-2021
Figure 3: Global: Machine Learning Chip Market Forecast: Sales Value (in Billion US$), 2022-2027
Figure 4: Global: Machine Learning Chip Market: Breakup by Technology (in %), 2021
Figure 5: Global: Machine Learning Chip Market: Breakup by Chip Type (in %), 2021
Figure 6: Global: Machine Learning Chip Market: Breakup by Industry Vertical (in %), 2021
Figure 7: Global: Machine Learning Chip Market: Breakup by Region (in %), 2021
Figure 8: Global: Machine Learning Chip (System-on-Chip) Market: Sales Value (in Million US$), 2016 & 2021
Figure 9: Global: Machine Learning Chip (System-on-Chip) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 10: Global: Machine Learning Chip (System-in-Package) Market: Sales Value (in Million US$), 2016 & 2021
Figure 11: Global: Machine Learning Chip (System-in-Package) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 12: Global: Machine Learning Chip (Multi-chip Module) Market: Sales Value (in Million US$), 2016 & 2021
Figure 13: Global: Machine Learning Chip (Multi-chip Module) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 14: Global: Machine Learning Chip (Other Technologies) Market: Sales Value (in Million US$), 2016 & 2021
Figure 15: Global: Machine Learning Chip (Other Technologies) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 16: Global: Machine Learning Chip (GPU) Market: Sales Value (in Million US$), 2016 & 2021
Figure 17: Global: Machine Learning Chip (GPU) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 18: Global: Machine Learning Chip (ASIC) Market: Sales Value (in Million US$), 2016 & 2021
Figure 19: Global: Machine Learning Chip (ASIC) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 20: Global: Machine Learning Chip (FPGA) Market: Sales Value (in Million US$), 2016 & 2021
Figure 21: Global: Machine Learning Chip (FPGA) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 22: Global: Machine Learning Chip (CPU) Market: Sales Value (in Million US$), 2016 & 2021
Figure 23: Global: Machine Learning Chip (CPU) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 24: Global: Machine Learning Chip (Other Chip Types) Market: Sales Value (in Million US$), 2016 & 2021
Figure 25: Global: Machine Learning Chip (Other Chip Types) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 26: Global: Machine Learning Chip (BFSI) Market: Sales Value (in Million US$), 2016 & 2021
Figure 27: Global: Machine Learning Chip (BFSI) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 28: Global: Machine Learning Chip (IT and Telecom) Market: Sales Value (in Million US$), 2016 & 2021
Figure 29: Global: Machine Learning Chip (IT and Telecom) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 30: Global: Machine Learning Chip (Media and Advertising) Market: Sales Value (in Million US$), 2016 & 2021
Figure 31: Global: Machine Learning Chip (Media and Advertising) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 32: Global: Machine Learning Chip (Retail) Market: Sales Value (in Million US$), 2016 & 2021
Figure 33: Global: Machine Learning Chip (Retail) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 34: Global: Machine Learning Chip (Healthcare) Market: Sales Value (in Million US$), 2016 & 2021
Figure 35: Global: Machine Learning Chip (Healthcare) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 36: Global: Machine Learning Chip (Automotive) Market: Sales Value (in Million US$), 2016 & 2021
Figure 37: Global: Machine Learning Chip (Automotive) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 38: Global: Machine Learning Chip (Other Industry Verticals) Market: Sales Value (in Million US$), 2016 & 2021
Figure 39: Global: Machine Learning Chip (Other Industry Verticals) Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 40: North America: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 41: North America: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 42: United States: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 43: United States: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 44: Canada: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 45: Canada: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 46: Asia-Pacific: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 47: Asia-Pacific: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 48: China: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 49: China: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 50: Japan: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 51: Japan: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 52: India: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 53: India: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 54: South Korea: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 55: South Korea: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 56: Australia: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 57: Australia: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 58: Indonesia: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 59: Indonesia: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 60: Others: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 61: Others: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 62: Europe: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 63: Europe: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 64: Germany: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 65: Germany: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 66: France: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 67: France: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 68: United Kingdom: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 69: United Kingdom: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 70: Italy: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 71: Italy: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 72: Spain: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 73: Spain: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 74: Russia: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 75: Russia: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 76: Others: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 77: Others: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 78: Latin America: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 79: Latin America: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 80: Brazil: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 81: Brazil: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 82: Mexico: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 83: Mexico: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 84: Others: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 85: Others: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 86: Middle East and Africa: Machine Learning Chip Market: Sales Value (in Million US$), 2016 & 2021
Figure 87: Middle East and Africa: Machine Learning Chip Market: Breakup by Country (in %), 2021
Figure 88: Middle East and Africa: Machine Learning Chip Market Forecast: Sales Value (in Million US$), 2022-2027
Figure 89: Global: Machine Learning Chip Industry: SWOT Analysis
Figure 90: Global: Machine Learning Chip Industry: Value Chain Analysis
Figure 91: Global: Machine Learning Chip Industry: Porter's Five Forces Analysis

List of Tables

Table 1: Global: Machine Learning Chip Market: Key Industry Highlights, 2021 and 2027
Table 2: Global: Machine Learning Chip Market Forecast: Breakup by Technology (in Million US$), 2022-2027
Table 3: Global: Machine Learning Chip Market Forecast: Breakup by Chip Type (in Million US$), 2022-2027
Table 4: Global: Machine Learning Chip Market Forecast: Breakup by Industry Vertical (in Million US$), 2022-2027
Table 5: Global: Machine Learning Chip Market Forecast: Breakup by Region (in Million US$), 2022-2027
Table 6: Global: Machine Learning Chip Market: Competitive Structure
Table 7: Global: Machine Learning Chip Market: Key Players

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Key Questions Answered in This Report

The global machine learning chip market was valued at US$ 5.86 Billion in 2021.

We expect the global machine learning chip market to exhibit a CAGR of 31.20% during 2022-2027.

The expanding gaming sector, coupled with continuous advancements in robotics technology to reduce human interventions, are currently driving the global machine learning chip market.

The sudden outbreak of the COVID-19 pandemic has led to the growing adoption of machine learning chip across numerous enterprises for remote design enhancement and decision making, thereby positively influencing the market growth.

Based on the technology, the global machine learning chip market can be categorized into System-on-Chip (SoC), system-in-package, multi-chip module, and others. Currently, System-on-Chip (SoC) exhibits a clear dominance in the market.

Based on the chip type, the global machine learning chip market has been segmented into GPU, ASIC, FPGA, CPU, and others. Among these, GPU chip currently represents the largest market share.

Based on the industry vertical, the global machine learning chip market can be bifurcated into BFSI, IT and telecom, media and advertising, retail, healthcare, automotive, and others. Currently, the BFSI industry accounts for the majority of the global market share.

On a regional level, the market has been classified into North America, Europe, Asia-Pacific, Middle East and Africa, and Latin America, where North America currently dominates the global market.

Some of the major players in the global machine learning chip market include Advanced Micro Devices Inc., Amazon Web Services Inc. (Amazon.com Inc.), Cerebras Inc., Google LLC, Graphcore, Intel Corporation, International Business Machines Corporation, NVIDIA Corporation, Qualcomm Incorporated, Samsung Electronics Co. Ltd., and Taiwan Semiconductor Manufacturing Company Limited.

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