Cambricon Technologies MLU100-D Intelligent Processing Card User Manual MLU100 D Series Intelligent Processing Card v2

Cambricon Technologies Corporation Limited Intelligent Processing Card MLU100 D Series Intelligent Processing Card v2

MLU100-D Series Intelligent Processing Card User Manual v2

Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 MLU100-D Series Intelligent Processing Card User Manual
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 Revision History Document Name MLU100-D Series Intelligent Processing Card User Manual Revision V1.0.1 Created Date 2018-09-01 Revision No. Draft Date Revision No. Notes: 0 2018.09.01 V1.0.0 First Release 1 2018.10.23 V1.0.2 Peak Processing Capacity and PCIe BAR updated 2 3 4 Technical supports contact: service@cambricon.com www.cambricon.com
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 Content 1. Product Brief ..........................................................................................................................................4 2. Product specifications...........................................................................................................................5 2.1 Performance specifications .....................................................................................................5 2.2 Software specifications ...........................................................................................................6 2.3 Working Environment Specifications ...................................................................................7 2.4 Outline Dimension Specifications .........................................................................................7 2.5 Heat Dissipation Specifications .............................................................................................8 2.6 Power Supplies Specifications ...............................................................................................9 3. Software Development Environment .............................................................................................. 10 4. FCC notes ............................................................................................................................................ 10
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 1. Product Brief Figure. 1 MLU100-D Series Intelligent Processing Card appearance Cambricon MLU100-D Series Intelligent Processing Card The MLU100-D Series is the fourth generation of Intelligent Processing Cards provided by Cambricon Technologies, on which populated one piece of Cambricon MLU100 chip. It can provide extremely high calculating capacity to the Cloud Inference. Compared with classical general-purpose CPU, MLU100-D can achieve a much bigger Performance/Power-consumption ratio when handling the AI (Artificial Intelligence) related works, which makes it a real AI-ready processor. MLU100-D Series Intelligent Processing Card has a theoretical equivalent Peak Processing Capacity of about 128TOPS(INT8), and it can be integrated into a server or workstation by a PCIe Gen3 x16 single slot. The Card’s heat dissipation solution is passive so the server (workstation) system should be in charge of providing cooling airflow. The typical power consumption of the card is about 40-70W. MLU100-D Series Intelligent Processing Card can support up to 16GB DDR4 with ECC capacity. Cambricon MLU100-D Series Intelligent Processing Card’s key features: 1. Versatility —— As a universal intelligent processor, it can support many kinds of Deep Learning technologies and multimodal intelligent processing such as vision, voice and nature language, and it can be used in a wide range. 2. Sparsification —— By bringing sparsity technology into AI chip, it can achieve a theoretical peak performance of 128TOPS (INT8). 3. High efficiency —— Compared with GPU, it has featured special Instruction Set and processor architecture dedicated to deep learning and AI, so it has much higher Performance/Power-consumption ratio. 4. Perfect software development environment —— Cambricon Technologies provides a thorough and mature development environment Cambricon NeuWare for MLU100-D series processors, and it has included a full set of tools such as Application Development, Function Debugging and Performance Optimizations.
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 5. CE, FCC, UL certificates. 2. Product specifications 2.1 Performance specifications Table 1 describes the performance specifications of Cambricon MLU100-D Series Intelligent Processing Card. Card Type MLU100-D3/D4 Processor Architecture Cambricon MLUv01 Core Clock 1 GHz Peak FP16 16 TFLOPS (Without Sparsity) 64 TFLOPS (With Sparsity) Peak INT8 32 TOPS (Without Sparsity) 128 TOPS (With Sparsity) Video Coding/Decoding Support Yes Total Memory Size 8GB/16GB Memory Bus Width 256-bit Memory Bandwidth 102.4 GB/s System Interfaces PCI Express Gen3, x16, Supporting Lane Reversal PCIe ID PCIe Vendor ID 0xCABC PCIe Device ID 0x0100 PCIe Sub-Vendor ID 0xCABC PCIe Sub-System ID 0x00C3/0x00C4 Outline 167mm(L)*69.2mm(W), Single-Slot, Half-Height Half-Length Typical Power 40-70W TDP 75W ECC Supporting Yes Table 1 PCIe Card hardware Specifications
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 2.2 Software specifications Table 2 Describes the software specifications of MLU100-D Series Card： PCIe Base address（MLU100） PF （1，64bit）: BAR0: 256MB prefetchable BAR2: 16MB prefetchable BAR4: 64MB prefetchable VF（4，64bit）： BAR0: 16MB non-prefetchable BAR2: 16MB non- prefetchable BAR4: 16MB non-prefetchable ECC Protect Yes (Enabled by default) SMBus (8bit Address) 0x8E (write) 0x8F (read) Table 2 PCIE Card Software Specifications SMBUS Register is 32-bit wide, and Table 3 describes how to read a register: M->S M->S S->M S->M M->S S->M M->S S->M M->S S->M M->S M->S 1 8 1 8 1 8 1 8 1 8 1 1 Sr SLAVE ADDRESS（Read） ACK DATA[7:0] ACK DATA[15:8] ACK DATA[23:16] ACK DATA[31:24] N P Table 3 SMBUS register reading Table 4 describes the definition and address of SMBUS registers: DIRECTION M->S M->S S->M M->S S->M BITS 1 8 1 8 1 CONTENT S SLAVE ADDRESS（Write） ACK REGISTER ADDRESS ACK Registers Address Access Description Total Card Power 0x01 RO Card Power consumption, Float Data, Unit W Card Temperature 0x02 RO Card Temperature, Float Data, Unit ℃ Chip Temperature 0x03 RO Chip Temperature, Float Data, Unit ℃ PCIE Vendor ID and Device ID 0xA0 RO [15:0] Vendor ID [31:16] Device ID PCIE Sub-Vendor ID and Sub-System ID 0xA1 RO [15:0] Sub-Vendor ID [31:16] Sub-System ID Device Name 0xF0 RO
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 Table 4 SMBUS Registers Description 2.3 Working Environment Specifications Operating Temperature 0℃～45°C Storage Temperature -40℃～75℃ Operating Humidity 5%—95% Relative Humidity Storage Humidity 5%—95% Relative Humidity Table 5 PCIE Card Working Environment 2.4 Outline Dimension Specifications Figure 2 MLU100-D outline dimension（high chassis） Vendor Name 0xF1 RO Hardware Revision 0xF2 RO Firmware Revision 0xF3 RO Manufacturing Time 0xF4 RO Device ID 0xF5 RO
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 Figure 3 MLU100-D outline dimension（low chassis） 2.5 Heat Dissipation Specifications MLU100-D Series Intelligent Processing Card is using a passive heat dissipation method. The system designers should pay attentions to below for the Airflow Volume at the entrance and Temperature of Ambient relationship, so as to design a cooling system for the card and guarantee the card is operating within the green recommendation area. The core clock frequency of the chip will be decreased to half when the temperature of chip is over 87℃, and shut down when over 90℃. Figure 4 Temperature of Ambient vs Airflow Volume
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 Below is the supported direction of airflow: It supports either of directions. Figure 5 Supported direction of airflow 2.6 Power Supplies Specifications Power Supply Min (V) Normal(V) Max(V) Current Avg (A) Current Peak (A) PCIe edge connecter（12V） 10.8V 12V 13.2V 5.5A 11A PCIe edge connecter（3V3） 3.0V 3.3V 3.6V 1.5A 2.25A Table 7 Power Supplies - Voltages and Currents Specifications
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 3. Software Development Environment Cambricon Technologies provides a software development environment: Cambricon NeuWare NeuWare can fully support all kinds of mainstream programming framework, such as TensorFlow, Caffe, Caffe2, MXNet and ONNX. With above mentioned Programming Frameworks, users can easily and conveniently develop and deploy their Deep Learning Applications on Cambricon MLU100-D Series Intelligent Processing Cards. At the same time, NeuWare provides complete runtime system and driver software to speed up the system integration procedure. NeuWare also provides a full set of software tools such as Application Development, Function Debugging and Performance Optimizations. The Application Development Tools include Machine Learning Library, Runtime Library, Compiler, Model retraining tools and Domain-Specific (for example Video Analysis) SDK; The Function Debugging Tools can fulfill all the requirements from different levels of Programming Framework and Function Library; The Performance Optimization Tools include tools for performances analysis and system monitoring. Figure 6 Cambricon NeuWare For more information, please refer to: www.cambricon.com Tel: +86-10-83030003 Email: business@cambricon.com Address: 11 Floors, Block D, Zhizhen Building, 7 Zhichun Road, Haidian District, Beijing 4. FCC notes This device complies with Part 15 of the FCC Rules. Operation is subject to the following two conditions: (1) This device may not cause harmful interference, and (2) this device must accept any interference received, including interference that may cause undesired operation. NOTE: This equipment has been tested and found to comply with the limits for a Class B digital device, pursuant to Part 15 of the FCC Rules. These limits are designed to provide reasonable protection against harmful interference in a residential installation. This equipment generates, uses and can radiate radio frequency energy and, if not installed in accordance with the instructions, may cause harmful
Cambricon, MLU100-D Series Intelligent Processing Card User Manual, 2018-09 interference to radio communications. However, there is no guarantee that interference will not occur in a particular installation. If this equipment does cause interference to radio or television reception, which can be determined by turning the equipment off and on, the user is encouraged to try to correct the interference by one or more of the following measures: Reorient or relocate the receiving antennaIncrease the separation between the equipment and receiverConnect the equipment into an outlet on a circuit different from that to which the receiver isconnectedConsult the dealer or an experienced radio/TV technician for helpInformation User: Changes or modifications not expressly approved by the party responsible for compliance could void the user's authority to operate the equipment

Navigation menu