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1066046

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

Published: | IMARC Services Private Limited | 143 Pages | Delivery time: 2-3 business days

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Machine Learning Chip Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2022-2027
Published: March 15, 2022
IMARC Services Private Limited
Content info: 143 Pages
Delivery time: 2-3 business days
  • Description
  • Table of Contents
  • List of Tables

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.

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:

  • 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:

  • 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. Key Questions Answered in This Report:

  • How has the global machine learning chip market performed so far and how will it perform in the coming years?
  • What has been the impact of COVID-19 on the global machine learning chip market?
  • What are the key regional markets?
  • What is the breakup of the market based on the technology?
  • What is the breakup of the market based on the chip type?
  • What is the breakup of the market based on the industry vertical?
  • What are the various stages in the value chain of the industry?
  • What are the key driving factors and challenges in the industry?
  • What is the structure of the global machine learning chip market and who are the key players?
  • What is the degree of competition in the industry?
Product Code: SR0322A316_Report

Table of Contents

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