future of embedded processing with fd soisoiconsortium.eu/wp-content/uploads/2018/10/2018... ·...
TRANSCRIPT
![Page 1: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/1.jpg)
PUBLIC
SENIOR DIRECTOR
TECHNOLOGY DEVELOPMENT
JON CHEEK
FUTURE OF EMBEDDED PROCESSING WITH FD SOI
OCTOBER 2018
![Page 2: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/2.jpg)
1 COMPANY CONFIDENTIAL
Technology made large populations possible; large
populations now make technology indispensable.
Joseph Krutch
![Page 3: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/3.jpg)
2 COMPANY CONFIDENTIAL
![Page 4: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/4.jpg)
3 COMPANY CONFIDENTIAL
![Page 5: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/5.jpg)
4 COMPANY CONFIDENTIAL
![Page 6: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/6.jpg)
5 COMPANY CONFIDENTIAL
![Page 7: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/7.jpg)
6 COMPANY CONFIDENTIAL
![Page 8: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/8.jpg)
7 COMPANY CONFIDENTIAL
WILL EXCEED
3XEARTH’S POPULATION
BY 2020 IoT DEVICES
![Page 9: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/9.jpg)
8 COMPANY CONFIDENTIAL
SCALABILITY OF EMBEDDED PROCESSING
BROADEST APPLICATION PROCESSOR DYNAMIC RANGE28 FD SOI PLATFORM
PUBLIC
GPU
7000 NU 1 Shader
ARM v7
A7 CPU Cluster
7ULP
Display
MIPI / Alpha
Blending
Parallel I/F
LP IO/ LP Conn
Cortex-M4
ARM DSP EXT GPU 7000L
4 Shader
VPU H.265 /
H.264
ARM v8
A35 CPU Cluster
Display
Controller
IMG Capture
Audio DSP
HSIO / LSIO / Conn
8QXP
GPU
7000UL2 Shader
VPU H.265 /
H.264
ARM v8
A35 CPU Cluster
8DX
Cortex-M4
Display
Controller
IMG Capture
Audio DSP
HSIO / LSIO / Conn
Cortex-M4GPU
7000XS/VX
8 Shader
GPU
7000XS/VX
8 Shader
VPU H.265 VPU H.264
ARM v8 A53
CPU Cluster
ARM v8 A72
CPU Cluster
Display
Controller
Display
Controller
Imaging Capture Imaging Capture
Audio DSP HSIO / LSIO / Conn
8QuadMax
Cortex-M4 Cortex-M4
1
3
2
Power Efficiency
High Performance
Power-Performance
>>RBB
ARVt
TOx
<< Iq
>>FBB
LVt
LPower IP
Lext
LVt
RVtLPower IP
Lext
HPerf IP
>Vdd
>Vdd
DVFS
i.MX 8
i.MX 8X
i.MX 7
HPerf IPRBB
RVt Lext
<<Vmin
![Page 10: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/10.jpg)
9 COMPANY CONFIDENTIAL
SCALABILITY OF EMBEDDED PROCESSING
CROSSING OVER TO MICROCONTROLLERS28 FD SOI PLATFORM
PUBLIC
Ultra-low Power
Dynamic & Static
Common IP with i.MX
ARM Cortex M7 + 2D
Large OCRAM
i.MX 8
i.MX 8X
i.MX RT
i.MX 7
![Page 11: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/11.jpg)
PUBLIC 10 10
![Page 12: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/12.jpg)
PUBLIC 11 11
• ARM Cortex-A class
and Cortex-M cores
• 600 MHz to 2 GHz performance
• Thousands of applications
• Full open-source OS platforms
APPLICATIONS PROCESSORS
i.MX
MCUs
KINETIS & LPC
• ARM Cortex-M cores
• Performance
up to 300 MHz
• Embedded memory
• Easy to use tools
• RTOS support
Best OfBoth Worlds
![Page 13: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/13.jpg)
PUBLIC 12 12
CROSSOVER PROCESSORS
i.MX RT
• ARM Cortex-M cores
• Over 600 MHz performance
• Deterministic instructions
• Short latency
• Easy to use tools
• RTOS support
![Page 14: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/14.jpg)
PUBLIC 13
i.MX RT Crossover ProcessorsLeveraging FD SOI for Edge Computing
Larger Internal SRAM
ARM Cortex® - M7Instruction & Data Cache, L2 Cache,
Tightly Coupled Memory (TCM)
Connectivity(UART, I2C, USB, SPI, GPIO,
10/100 Ethernet, USB 2.0, etc.)
Timers
Securitywith on-the-fly decryption
Multi-media with 2D Graphics
Display Interface Camera Interface
External Memory SupportExternal SDRAM, NOR,
NAND
System Control Power Management with Integrated DCDC
i.MX RT
PUBLIC 13
• > 3x higher compute
performance vs today’s
MCUs
• 2x faster instruction
pipeline vs. M4
• 2x faster DSP vs. M4
• 10-100x improved
inference time
• NXP optimized memory
architecture
![Page 15: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/15.jpg)
PUBLIC 14
Industry’s Lowest Leakage Memories
Conventional
FD-SOI SRAM
NXP Ultra-Low
Leakage SRAM
MRAM –
Non-Volatile
SRAM
>10X improvement
10X improvement
• 28nm FD-SOI
• Arm Cortex-M4
• 512kB NXP Ultra
Low Leakage SRAM
• 2MB of STT-eMRAM
• Proprietary dynamic application-
dependent power-performance tunability
• Ultra-low voltage operation plus high
reliability at elevated temperatures
• Industry-leading non-volatile e-MRAM
• 1,000X faster wake-up than e-flash
• 400X lower write power than e-flash
• 1,000-10,000x faster write time than
e-flash
• Higher endurance than e-flash
PUBLIC 14
![Page 16: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/16.jpg)
PUBLIC 15
Body Biasing – Leveraging for Market Leadership
PUBLIC 15
Quad Core Subsystem
• Vdd Overdrive Only
• SOG Global Body Biasing
• Independent Domain Body Biasing
• On Chip Memory Array Body Biasing
• Assymetric Device Body Biasing
• Mixed Vt Common Well Body Biasing
![Page 17: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/17.jpg)
PUBLIC 16
Static Power Leadership
PUBLIC 16
Sub Pico Amp Per Bit Memories
0.35V Vmin Capability
Supporting -40C to 125C
![Page 18: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/18.jpg)
PUBLIC 17
Dynamic Power Leadership
PUBLIC 17
High Granularity Bias Techniques
Mixed Vt Common Well Capability
<0.6V Vmin Capability
Supporting -40C to 125C
![Page 19: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/19.jpg)
PUBLIC 18
Machine Learning – Edge Computing Enabled by FD SOI
18
Voice Processing
Gesture Control
Active Object
Recognition
Personal / Property
Home Environment
Multi-camera
Observation
Augmented Reality
Smart Sense & Control
i.MX 6 & 71-2x Cortex-AARM
i.MX RTCortex-MARM
Scalable & optimized inference engines across the entire MCU & Apps Processors
8
8
i.MX 8Dual GPUs – 128 GFLOPS
OpenCL 1.2 + VX Extensions GPU assembly
High-end Edge Compute & AI
4
i.MX 8XSingle GPU – 32 GFLOPS
OpenCL 1.2 FP
Mid-end Edge ComputeLow-end Edge Compute
MCU Edge Compute
Trained ModelsInference Engines
Training & Classification in the Cloud
PUBLIC
![Page 20: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/20.jpg)
PUBLIC 19PUBLIC 19
i.MX 8
- Food Segmentation & ID
- Bottle counting
i.MX 8
- Food ID (20 classifier)
- 6mS Inference
- 99% accuracy
i.MX RT
- Food ID (5 classifier)
- 66mS Inference
- 99% accuracy
Smart Microwave
Smart Fridge
Smart Appliance
Proof of Concept
CES 2018
Utilizes Simple
CNN Neural Net
To Identify Food
(aka FoodNet)
![Page 21: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/21.jpg)
20 COMPANY CONFIDENTIALPUBLIC
Scalable Solutions
Lowest Leakage Memories
Real Time & General Compute
Leadership Thru Body Biasing
Best Dynamic & Static Power
Enabling Edge Compute
![Page 22: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/22.jpg)
21 COMPANY CONFIDENTIALPUBLIC
The Future of Embedded Processing Enabled by FD SOI
![Page 23: FUTURE OF EMBEDDED PROCESSING WITH FD SOIsoiconsortium.eu/wp-content/uploads/2018/10/2018... · Industry’s Lowest Leakage Memories Conventional FD-SOI SRAM NXP Ultra-Low Leakage](https://reader030.vdocuments.mx/reader030/viewer/2022040904/5e76f9aa188e023e181b523e/html5/thumbnails/23.jpg)
NXP and the NXP logo are trademarks of NXP B.V. All other product or service names are the property of their respective owners. © 2018 NXP B.V.