The tensor stream processor (TSP) is a new processor architecture designed to accelerate complex workloads in artificial intelligence, machine learning, and high-performance computing. TSP implements a processor architecture for high-performance and efficient tensor computing through a unique functional slicing design, deterministic execution, and software-defined methods. It fully utilizes the parallelism of large amounts of data in machine learning workloads and the advantages of the producer-consumer stream programming model in performance and energy efficiency.
TSP reorganizes the traditional multi-core processor organization structure into functional slices and builds around the abstract concept of tensor computing. Each slice or tile is specialized in performing a specific function and is stacked vertically to form a "slice". This design improves the flexibility and efficiency of the processor. TSP's memory units are intertwined with vector and matrix deep learning functional units to fully utilize the data locality of deep learning operations. A large number of weight parameters are utilized through data parallelism on the chip, providing huge computing density.
The global Tensor Streaming Processor market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of %during the forecast period 2024-2030.
As a new processor architecture, the market development status and dynamics of tensor streaming processor (TSP) can be summarized from the following aspects:
TSP takes advantage of the parallelism of large amounts of data in machine learning workloads and the advantages of producer-consumer stream programming model in performance and energy efficiency. This design enables TSP to have high efficiency and low power consumption when processing complex machine learning tasks. TSP's architectural innovations, such as the micro-architecture of functional slicing and the stream programming model, give it advantages over traditional CPU, GPU and other architectures in specific application scenarios.
TSP is mainly used in fields such as machine learning and deep learning that require large amounts of data processing and computing power. With the rapid development of artificial intelligence technology, the demand for high-performance computing in these fields continues to increase, providing a broad space for the development of the TSP market. With the popularization of artificial intelligence technology and the expansion of its application fields, the market demand for TSP will continue to increase. In particular, TSP will play an important role in the fields of intelligent manufacturing, smart cities, and autonomous driving.
In summary, the tensor streaming processor (TSP) market is currently in a rapid development stage with broad market prospects and development potential.
Report Scope
This report aims to provide a comprehensive presentation of the global market for Tensor Streaming Processor, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Tensor Streaming Processor.
The Tensor Streaming Processor market size, estimations, and forecasts are provided in terms of output/shipments (K Pcs) and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Tensor Streaming Processor market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Tensor Streaming Processor manufacturers, new entrants, and industry chain related companies in this market with information on the revenues, production, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
Groq
by Type
Single-core TSP Processor
Multi-core TSP Processor
by Application
Machine Learning
Scientific Computing
Big Data Analysis
Other
Production by Region
North America
Europe
China
Japan
South Korea
Consumption by Region
North America
U.S.
Canada
Asia-Pacific
China
Japan
South Korea
China Taiwan
Southeast Asia
India
Europe
Germany
France
U.K.
Italy
Russia
Rest of Europe
Latin America, Middle East & Africa
Mexico
Brazil
Turkey
GCC Countries
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by region, by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Detailed analysis of Tensor Streaming Processor manufacturers competitive landscape, price, production and value market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: Production/output, value of Tensor Streaming Processor by region/country. It provides a quantitative analysis of the market size and development potential of each region in the next six years.
Chapter 4: Consumption of Tensor Streaming Processor in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and production of each country in the world.
Chapter 5: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 6: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product production/output, value, price, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 10: The main points and conclusions of the report.
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1 Tensor Streaming Processor Market Overview
1.1 Product Definition
1.2 Tensor Streaming Processor by Type
1.2.1 Global Tensor Streaming Processor Market Value Growth Rate Analysis by Type: 2023 VS 2030
1.2.2 Single-core TSP Processor
1.2.3 Multi-core TSP Processor
1.3 Tensor Streaming Processor by Application
1.3.1 Global Tensor Streaming Processor Market Value Growth Rate Analysis by Application: 2023 VS 2030
1.3.2 Machine Learning
1.3.3 Scientific Computing
1.3.4 Big Data Analysis
1.3.5 Other
1.4 Global Market Growth Prospects
1.4.1 Global Tensor Streaming Processor Production Value Estimates and Forecasts (2019-2030)
1.4.2 Global Tensor Streaming Processor Production Capacity Estimates and Forecasts (2019-2030)
1.4.3 Global Tensor Streaming Processor Production Estimates and Forecasts (2019-2030)
1.4.4 Global Tensor Streaming Processor Market Average Price Estimates and Forecasts (2019-2030)
1.5 Assumptions and Limitations
2 Market Competition by Manufacturers
2.1 Global Tensor Streaming Processor Production Market Share by Manufacturers (2019-2024)
2.2 Global Tensor Streaming Processor Production Value Market Share by Manufacturers (2019-2024)
2.3 Global Key Players of Tensor Streaming Processor, Industry Ranking, 2022 VS 2023
2.4 Global Tensor Streaming Processor Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
2.5 Global Tensor Streaming Processor Average Price by Manufacturers (2019-2024)
2.6 Global Key Manufacturers of Tensor Streaming Processor, Manufacturing Sites & Headquarters
2.7 Global Key Manufacturers of Tensor Streaming Processor, Product Type & Application
2.8 Global Key Manufacturers of Tensor Streaming Processor, Date of Enter into This Industry
2.9 Global Tensor Streaming Processor Market Competitive Situation and Trends
2.9.1 Global Tensor Streaming Processor Market Concentration Rate
2.9.2 Global 5 and 10 Largest Tensor Streaming Processor Players Market Share by Revenue
2.10 Mergers & Acquisitions, Expansion
3 Tensor Streaming Processor Production by Region
3.1 Global Tensor Streaming Processor Production Value Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
3.2 Global Tensor Streaming Processor Production Value by Region (2019-2030)
3.2.1 Global Tensor Streaming Processor Production Value Market Share by Region (2019-2024)
3.2.2 Global Forecasted Production Value of Tensor Streaming Processor by Region (2025-2030)
3.3 Global Tensor Streaming Processor Production Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
3.4 Global Tensor Streaming Processor Production by Region (2019-2030)
3.4.1 Global Tensor Streaming Processor Production Market Share by Region (2019-2024)
3.4.2 Global Forecasted Production of Tensor Streaming Processor by Region (2025-2030)
3.5 Global Tensor Streaming Processor Market Price Analysis by Region (2019-2024)
3.6 Global Tensor Streaming Processor Production and Value, Year-over-Year Growth
3.6.1 North America Tensor Streaming Processor Production Value Estimates and Forecasts (2019-2030)
3.6.2 Europe Tensor Streaming Processor Production Value Estimates and Forecasts (2019-2030)
3.6.3 China Tensor Streaming Processor Production Value Estimates and Forecasts (2019-2030)
3.6.4 Japan Tensor Streaming Processor Production Value Estimates and Forecasts (2019-2030)
3.6.5 South Korea Tensor Streaming Processor Production Value Estimates and Forecasts (2019-2030)
4 Tensor Streaming Processor Consumption by Region
4.1 Global Tensor Streaming Processor Consumption Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
4.2 Global Tensor Streaming Processor Consumption by Region (2019-2030)
4.2.1 Global Tensor Streaming Processor Consumption by Region (2019-2030)
4.2.2 Global Tensor Streaming Processor Forecasted Consumption by Region (2025-2030)
4.3 North America
4.3.1 North America Tensor Streaming Processor Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.3.2 North America Tensor Streaming Processor Consumption by Country (2019-2030)
4.3.3 U.S.
4.3.4 Canada
4.4 Europe
4.4.1 Europe Tensor Streaming Processor Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.4.2 Europe Tensor Streaming Processor Consumption by Country (2019-2030)
4.4.3 Germany
4.4.4 France
4.4.5 U.K.
4.4.6 Italy
4.4.7 Netherlands
4.5 Asia Pacific
4.5.1 Asia Pacific Tensor Streaming Processor Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.5.2 Asia Pacific Tensor Streaming Processor Consumption by Region (2019-2030)
4.5.3 China
4.5.4 Japan
4.5.5 South Korea
4.5.6 China Taiwan
4.5.7 Southeast Asia
4.5.8 India
4.6 Latin America, Middle East & Africa
4.6.1 Latin America, Middle East & Africa Tensor Streaming Processor Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.6.2 Latin America, Middle East & Africa Tensor Streaming Processor Consumption by Country (2019-2030)
4.6.3 Mexico
4.6.4 Brazil
4.6.5 Israel
5 Segment by Type
5.1 Global Tensor Streaming Processor Production by Type (2019-2030)
5.1.1 Global Tensor Streaming Processor Production by Type (2019-2024)
5.1.2 Global Tensor Streaming Processor Production by Type (2025-2030)
5.1.3 Global Tensor Streaming Processor Production Market Share by Type (2019-2030)
5.2 Global Tensor Streaming Processor Production Value by Type (2019-2030)
5.2.1 Global Tensor Streaming Processor Production Value by Type (2019-2024)
5.2.2 Global Tensor Streaming Processor Production Value by Type (2025-2030)
5.2.3 Global Tensor Streaming Processor Production Value Market Share by Type (2019-2030)
5.3 Global Tensor Streaming Processor Price by Type (2019-2030)
6 Segment by Application
6.1 Global Tensor Streaming Processor Production by Application (2019-2030)
6.1.1 Global Tensor Streaming Processor Production by Application (2019-2024)
6.1.2 Global Tensor Streaming Processor Production by Application (2025-2030)
6.1.3 Global Tensor Streaming Processor Production Market Share by Application (2019-2030)
6.2 Global Tensor Streaming Processor Production Value by Application (2019-2030)
6.2.1 Global Tensor Streaming Processor Production Value by Application (2019-2024)
6.2.2 Global Tensor Streaming Processor Production Value by Application (2025-2030)
6.2.3 Global Tensor Streaming Processor Production Value Market Share by Application (2019-2030)
6.3 Global Tensor Streaming Processor Price by Application (2019-2030)
7 Key Companies Profiled
7.1 Groq
7.1.1 Groq Tensor Streaming Processor Company Information
7.1.2 Groq Tensor Streaming Processor Product Portfolio
7.1.3 Groq Tensor Streaming Processor Production, Value, Price and Gross Margin (2019-2024)
7.1.4 Groq Main Business and Markets Served
7.1.5 Groq Recent Developments/Updates
8 Industry Chain and Sales Channels Analysis
8.1 Tensor Streaming Processor Industry Chain Analysis
8.2 Tensor Streaming Processor Key Raw Materials
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.3 Tensor Streaming Processor Production Mode & Process
8.4 Tensor Streaming Processor Sales and Marketing
8.4.1 Tensor Streaming Processor Sales Channels
8.4.2 Tensor Streaming Processor Distributors
8.5 Tensor Streaming Processor Customers
9 Tensor Streaming Processor Market Dynamics
9.1 Tensor Streaming Processor Industry Trends
9.2 Tensor Streaming Processor Market Drivers
9.3 Tensor Streaming Processor Market Challenges
9.4 Tensor Streaming Processor Market Restraints
10 Research Findings and Conclusion
11 Methodology and Data Source
11.1 Methodology/Research Approach
11.1.1 Research Programs/Design
11.1.2 Market Size Estimation
11.1.3 Market Breakdown and Data Triangulation
11.2 Data Source
11.2.1 Secondary Sources
11.2.2 Primary Sources
11.3 Author List
11.4 Disclaimer
Groq
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*If Applicable.
