版权说明:本文档由用户提供并上传,收益归属内容提供方,若内容存在侵权,请进行举报或认领
文档简介
iEDA
MakingOpenSiliconDesignEverywhere
UsingCloud-basedOpenAgileEDAPlatform
XueyanZhao
<zhaoxueyan21b@>
ECOSTeamofCenterforAdvancedComputerSystems,
InstituteofComputingTechnology,ChineseAcademyofSciences
OpenSource@Siemens2025一Wuxi,China
Oct30-31,2025
Aboutus(BuildOpenSiliconEcosystem!)
1.startfrom2020(>6Kstars,>730forkonGithub)
2.highestperformingopen-sourceprocessorseries
Xiangshan(processor)
iEDA
iEDA/AiEDA(physicaldesigntools)
1.startfrom2020(open-sourceEDA)
2.havesiliconproveninproperty110nm/28nm
•ArealBIGteam(ledbyProf.YungangBao)
ECOSTEAM
SNOW
(IPcomponents)
(designflow)
ECOSStudio
(cloudplatform)
1.startfrom2019(involve12000+studentsinChina)
2.provideFREEfrontendandbackendcoursesonline
weAREHERE(*^▽^*)
“OneStudentOneChip”Initiative(education)
1.startfrom2024(focusonopenASICdesignservice)
2.integrateIPcomponents,flowandcloudplatform
SNOW(Shuttle-NO-Wait,designservice)
2025/11/21OpenSource@Siemens20254/27
2025/11/21OpenSource@Siemens20255/27
ECOSTeam:ProvideASICFull-stackSolutions
•tape-out10+chips/year(IPDesign/SoCIntegrate/PhysicalDesign/Package/Bring-up)•cover130/110/55/40/28nm,10K~10Minstances,100MHz~1.5GHz,multiplepower/clockdomains•designopen-sourceprocessors(canbootLinux)andIPs(UART,TIMER,QSPI,I2S,I2C,VGA,PSRAM…)
•developiEDA(iEDAjustfocusonPDstagenow)
•servestudentsandseveralinstitutions(OneStudentOneChip,NU.Kazakhstan,…)
Sometape-outedchipsofourteam:
•developECOSStudio(cloudplatform)withYosys+iEDAbasedonICS55OpenPDK(ongoing)
TheOpenSiliconTechnicalRoadmapofECOSTeam
2021-2024:PropertyEDA(synthesis,floorplan)andiEDA(PDstage)mixeduse
2022-2025:Developandtryopen-sourceflowbasedoniEDAandSKY/IHP130/ICS55PDK
2025-2030:OpenFULLRTL2GDSflows(Yosys+iEDA+ICS55OpenPDKonECOSStudio)
“OneStudentOneChip”Initiative
ExternalCollaborationProject
Tape-outbyusingiEDAin110/55/28nm
2025/11/21OpenSource@Siemens20256/27
Highlight
•TeachphysicaldesignwithcloudplatformECOSStudio(Yosys+iEDA+ICS55)
•Introduceaneducation-orientedchipretroSoCtape-outedinSMIC/SKY130
•SharesomeofthelatestinformationoniEDAtoolchains
+
+
iEDA
2025/11/21OpenSource@Siemens20257/27
WHYwedevelopECOSStudio?
•Getmorestudentsexcitedaboutopensilicondesign(justforfun!)
•encourageenthusiastssharetheirideasorthinkingswiththecommunity
•helpmorestudentsinvolvedinEDAalgorithm(designasimplesynthesistool~)
•Fillthegapbetweenindustryandacademic(community-oriented)
•propertytoolsareincrediblyexpensiveanduncontrolled(geopoliticaluncertainties)
•increasingactualdemandsfromindustrybacktoacademic
•newEDAalgorithmsfromacademicneedaseriesoftrialsbeforeapplyingtoindustry
•Eraseperformancedifferencesfromlocalcomputer(usingcloudclusters!)
•physicaldesigntoolseattoomuchmemoryandCPUresources(ToT)
•meetdifferentlearners’needsfromdifferentcountriesandregions
•ProvideanOPENsolutionforthepotentialcommercialmarketplace
2025/11/21OpenSource@Siemens20258/27
AdvancedeXtensibleLayoutEditor
SoCTemplate
SelectSoCtemplatefromtheIPMarket
FloatPanelSystem
Supportthedragging,resizingoperationsandcustomizeddata
Real-timeCollaboration*
Architecture
RTL/VerifyBackend
PipelineMode
*:thisfeaturewillbereleasedin2025Q4
Flow
Cloud-basedAgileEDAPlatform
ECOSStudio
“ComponentizationofData”
iEDAInside
“Anopen-sourceEDAinfrastructure”
(supportICS55/SKY130/IHP130)
Dashboard
SynthesisFlow
MergetoLatestShuttle
2025/11/21OpenSource@Siemens20259/27
PartialKeyProcesses
CreateProject
4------------
1.fillprojectname
2.addsocialinfo
3.selectlicense
RunCTS
1.startprocess
2.showanimation
3.highlightbuffers
RunPlacement
1.startprocess
2.displayreports
3.showcongestion
ShowDRC
------------⃞
1.startprocess
2.displayDEFfile
3.showDRCmarks
DemonstratephysicaldesignprocessprovidedbyanundergradfromOneStudentOneChipInitiative(design:single-cycleprocessor,~3000cellsinIHP130)
2025/11/21OpenSource@Siemens202510/27
RenderEngineofECOSStudio:AXLE
•AXLE:AdvancedeXtensibleLayoutEditor
•keycomponentofECOSStudio
•supportDEF,highlight/multilayeroperations
•Performanceevaluation
•offlinerendering(webGPUbackend)
•3Mgraphicitems(~60Kgates),render4layers(4/11)
•consume3GBmemory,800MGPU,~30FPSrate
•opt.methods:culling,texturecache,offloadtoGPU
•Technicalroadmap(2025Q3~Q4)
•supportLEF/DEFandGDSformat
•supportfloorplan/powerplanonline.
•improveperf.(support1Mgates,<2GB,>=25FPS)
•webGL/webGPU+gRPC+Rustserver•integrate/supportNgspicesimulator
3MGraphicItemsRendering(perf.evaluation)
2025/11/21OpenSource@Siemens202511/27
ECOSStudio:VSCodePlugin/Client
•developVSCodeplugin(2026Q2~Q3)
•offerbettereditingexperienceforusers
•edit/submitcodes(RTL,Cprograms…)toECOSStudio
•DesktopclientofECOSStudio(2026Q2~Q4)
•supportprivatedeploymentinlocalnetwork
•removelimitationsofrenderingpoweredbybrowser
•openmoresystempermissiontousers
•customizeUIStyle(backgroundimages/font/skin…)
•providelocalhostAPIservices(Serial,USBandAudio)
•optimizefortouch-supporteddevices(tablet)
•implementspecification
•targetplatform:Win/MacOS/Linux(x64)
•basedonPython+Tarui2.0(Rust)
2025/11/21OpenSource@Siemens202512/27
ECOSStudioEngine:iEDARTLtoGDS
•Anopen-sourceEDAinfrastructureandtools(startfrom2020)
•11subtools,400K+linescode,testtape-out6times
•project
:https://ieda.oscc.cc/e
n
•code
:/OSC
C
-Project/iED
A
•DevelopChipCompiler(Flow,supportICS55,IHP/SKY130)
practice
design
2025/11/21OpenSource@Siemens202513/27
iEDA/iPD:PhysicalDesignToolchain
RTL
LogicSynthesis
Netlist
LogicCompiler
LogicOptimization
TechnologyMap
Formal
/OSCC-Project/iEDA
iNO
iFP
iPDN
iPL
iCTS
iTO
iRT
NetlistOptimization
Floorplanning
PowerDeliveryNetwork
PhysicalDesign
•11toolscompleted,5inactivedevelopment,300Klinescode
•well-organizedopen-sourceinfrastructuresupportsEDAdevelopmentandresearch
Placement
Analysis
RCExtraction
StaticTimingAnalysis
PowerAnalysis
IRDrop
Electromigration
FunctionalModule
iEDA-Interface
iEDA-
Operator
Solver
Analyzer
Evaluator
Reporter
Utility
iEDA-
Manager
Tool
Data
ClockTreeSynthesis
TimingOptimization
Routing
EngineeringChangeOrder
Filler
Sign-off
GDSII
Initial_placer
global_placer
iSTA
iPA
iPL
Config
API
post_global_placer
legalizer
FunctionalModule
Database
(Wrapper)
DB-APIiEDA-Database
detail_placer
buffer_inserter
iPL
filler_inserter
PhysicalVerificationDesignRuleCheck
checker
iDRC
evaluator
grid_manager
ElectronicRuleCheck
Output(.v/.def)
Input
(.v/.lef/.def/.lib/.sdc)
topo_manager
Layoutvs.Schematic
2025/11/21OpenSource@Siemens202514/27
iEDALatestUpdates:EnhancedDRCEngine
•SupportALLDRCRulesin28nmnode.
•Thesingle-passDRCtimeislessthan3sin100Kinstancesdesign(routingstage).
•ComparedtoCommercialtools,theaccuracyofthemajordesignrulesisabove95%.
•WiththenewversionofDRCengine,theQoRofiRThavebeensignificantlyimproved.
DRCVisulization
SupportAlmostDRCRulesinN28:
•CutDifferentLayerSpacing
•CutEOLSpacing
•CutEnclosure
•CutEnclosureEdge
•CutSpacing
•MetalCornerFillingSpacing
•MetalEOLSpacing
•MetalJogToJogSpacing
•MetalNotchSpacing
•MetalParallelRunLengthSpacing
•MetalShort
•MinHole
•MinStep
•MinimalArea
ComparedtoCommercialToolsinN28
2025/11/21OpenSource@Siemens202515/27
iEDALatestUpdates:EnhancedTimingOpt.Flow
•Exploringdifferentiabletiming-drivenplacement,path-basedbufferingandsensitivity-guidedgatesizing,etc.
•Weused50datasets,ranginginsizefrom10Kto4M.
•Comparingoursuggestfreq.resultswithcommercialtools,35+casesshowclosedperformancetocommercialtools.
2025/11/21OpenSource@Siemens202516/27
ANEWOpenPDKinChina:ICsprout55nm
•ICSproutSemicond.isaChinesefoundry(foundedin2021)
•jointlyestablishedbyZhejiangProvincialGovernmentandZJU
•haveadvanced12-inchCMOS180/55nmprocesslines
•55nm-CMOS,55nm-eFlash,180nm-BCD
•collaboratewithuniversities,academiaandindustryinChina
openits55nm-CMOSPDKin2025
•
•URL:
(/openeco
s-projects/icsprout55-pd
k)
•MPWtape-outcost(55nmCMOSOpenPDK)
•Independent:30~40Kyuan/mm^2($4,182~$5,576/mm^2)
•FullMask(600mm^2):10Kyuan/mm^2($1,395/mm^2)
•BringICSprout55nmOpenPDKintoECOSStudio
•establishstrongcooperationwithICSprout(What’vewedone):•portourdesignsandbackendflowsintoICSprout55nmOpenPDK•tape-outFIRSTtestchiponICSprout55nmOpenPDKinJune15,2025
Design:ARV32IMACSoC(PSRAM,QSPI,UART,I2C,PWM,TIMER,RNG).
Size:4mm^2(128KBOCM,noPLL)
Freq:100MHz(externalclockbypass)
Gates:1.517M(73,009cells)
•helptotryPDflowandgivefeedbackstoICSproutforbugsfixingPower:115.4mW(dynamic)0.42mW(static)
developOPEN-SOURCEPLLandDDR3PHYbasedonICSprout55nmOpenPDK(ongoing)
2025/11/21OpenSource@Siemens202517/27
DesigningChipswithiEDAonICsprout55nm
•WeattemptedtodesignaSoC(70Kinstances,fromOSOC)onICSprout55nmtechnologyinJune
•DRCcleancanbeachievedonallmetallayersexceptM1andtimingcanapproachconvergence
ThenumberofDRC
2025/11/21OpenSource@Siemens202518/27
DesigningChipswithiEDAonICsprout55nm
•M1PinShapesaresomewhatdifferentfromotheroptimizedprocesses:
•TheM1enclosureisdifficulttobeenclosedbytheM1PinShapemetal
•PinaccessbecomesasignificantsourceofDRCissues
•Solution:Usethepre-processedM2shapeinLEFfiletocompletepinaccess
•UsingthissolutionswecanachieveDRCclean
PinShape&Metal
M2AccessPinShape
2025/11/21OpenSource@Siemens202519/27
DesigningChipswithECOSstudioinDecember
•Wewillstartanewtape-outprojectinDecember
•WewillallowOSOCstudentsandOpen-Sourceenthusiaststoparticipateinthistape-out
•Thenumberofinstancesneedstobelessthan100K
•Thefrequencyofthedigitalchipshouldbelessthan100M
•SRAMandPLLIPareworkinginprogress
ScanQRcodeformoredetails
•Initiallywereceived20chips(8K-20Kinstances)fromOSOCstudents
DesignName
#gates
#nets
#inst
#macros
#IO
density
Freq.
WNS
TNS
RT
#DRC
stage_b_ysyx_23060170
46161
10902
13790
0
387
0.309125
100M
5.233
0
326.28
0
stage_b_ysyx_23060203
53054
11573
14748
0
387
0.322115
100M
4.899
0
320.12
0
stage_b_ysyx_23060229
49370
11837
15003
0
387
0.300443
100M
4.908
0
366.31
0
stage_b_ysyx_23060246
47717
11671
15436
0
387
0.223396
100M
5.193
0
330.83
0
stage_b_ysyx_24070003
58082
11820
16765
0
387
0.173035
100M
3.168
0
335.21
0
stage_b_ysyx_24080032
49464
10661
13745
0
387
0.316553
100M
3.903
0
325.14
0
stage_b_ysyx_24100012
47286
10988
14046
0
387
0.306919
100M
5.828
0
318.89
0
stage_b_ysyx_24110017
52414
12014
15779
0
387
0.246557
100M
5.545
0
343.54
0
stage_b_ysyx_25010008
52717
11489
14654
0
387
0.321606
100M
5.281
0
309.45
0
stage_b_ysyx_25010030
41986
11751
15251
0
387
0.208437
100M
3.507
0
326.11
0
stage_b_ysyx_25020037
51491
10975
14115
0
387
0.318805
100M
3.835
0
347.71
0
stage_b_ysyx_25040129
48055
10605
14133
0
387
0.236888
100M
6.273
0
288.64
0
stage_d_ysyx_24080018
47106
12640
15913
0
177
0.282335
100M
5.122
0
397.51
0
stage_d_ysyx_24090003
51573
12205
15520
0
177
0.309766
100M
3.04
0
411.68
0
stage_d_ysyx_25010009
58400
12606
16776
0
177
0.240029
100M
2.664
0
424.49
0
stage_d_ysyx_25020042
36498
10185
13498
0
177
0.215315
100M
3.911
0
328.73
0
stage_d_ysyx_25070198
49084
7643
10477
0
177
0.371986
100M
5.007
0
273.18
0
stage_d_ysyx_25080207
46038
7525
10198
0
177
0.381063
100M
5.56
0
287.3
0
2025/11/21OpenSource@Siemens202520/27
HowtobringuserstoECOSStudio/ICS55PDK
•ForstudentsfromOneStudentOneChip
•tape-outasingle-cycleprocessorinStageD
•completeHW/SW,passonlineassessment(OSOCtutorial)
•completePDflow,mergedesigntoSoCtemplate(ECOSStudio)
•designisverysmall
•impl.8instructions+axi4l,canrun“SuperMario”
Later,we’llgiveabriefintroduction
•~3848cells,0.011mm^2inICS55,DRCnum<10,~100yuan($14)
•tape-outFORFREE(forChinesestudents)
•designtutorials,labsbasedonECOSStudioandICS55PDK
•help200+undergradstotape-outinICS55laterthisyear
•Foracademiaorindividual(2026Q2~Q3)
•supportonlineSoCintegration(poweredbyIPMarket)
•opensourcePLLandDDR3PHYIPonECOSStudio
•allowuserstouploadverifiedEDAalgorithmtoevaluate
•provideflexiblesalesmixes(Independent/Multi-Die)“SoCCanvas”
(SoCdesigncomponentofECOSStudio)
2025/11/21OpenSource@Siemens202521/27
Opensilicondesigncourse(willstartfrom2025.9)
•TeachstudentstocompleteSoC&physicaldesignwithopenEDAinICS55poweredbyECOSStudio
•Fillthegapbetweenacademicandindustry
•Content
•transistorcircuit(gatestructure/simulation)
•SoCdesign/integration/verification(CDC,UVM,STA,TCL,SDC…)
•physicaldesign(wholebackendflow)
•Feature
•Infrastructure(xschem,ngspice,KLayout,Cocotb,pyUVM,Yosys,iEDA,OpenROAD,cloudplatform…)
•establishopen,flexibleandcommunity-driventeaching-learningmode
•tape-outinICS55withiEDAonECOSStudio
•Releasefirstversionin2025Q3
TodayweareHERE!
OpenSiliconDesignCourse–UsingECOSStudio
“OneStudentOneChip”(startfrom2021.6)
•TeachstudentstodesignrealchipsinopenPDK
•Focusonpromotingstudents’professionalabilities
•Content(realfull-stack!)
•HW/SWco-design(APP,simulator,runtime,OS,micro-architecture)
•logical/physicaldesign(formal,synthesis,PPAevaluation,RTL2GDSflow)
•Feature
•Infrastructure(AM,NEMU,CacheSim/BrSim,DiffTest,SDB,SymbiYosys,Yosys,iEDA…)
•extensiveteachingexperience(involved12000+students)
•tape-outforfree!(studentswhopasstheonlineassessment)
•NewversionwithopenEDA&PDKwillreleasein
2025soon
2025/11/21OpenSource@Siemens202522/27
OpenSiliconDesignCourse
•Usingcompleteopen-sourcetoolchain
•xschem,ngspice,Klayout(Transistor)
•cocotb,pyuvm,SymbiYosys(SoC)
•Yosys,OpenROAD,ICS55openPDK(Physicaldesign)
•self-developedtools:HDLVim,teenySoC,ACES,AXLE,iEDA,ECOSStudio(ongoing)…
•
…
•DevelopingLMS-Centricwebsite(serversarelocatedinHongKongSAR)
•haveunifiedIDverificationandmodernUIsystem
•customizeanextensible,robustandeasy-to-useLMSandRewardPointMall
•putallhandout,webinarvideo,slides,tools,contest/marathon…inoneplace!
•Moreopenandprofessionallearningsupport
•encouragerapiddiscussiononWeChat/Discord
•5~10full-timeTAswith6~7volunteers
2025/11/21OpenSource@Siemens202523/27
Post-siliconEducationin2025Q4/2026Q1
•Providepost-siliconeducationinfuture(bonding/packaging,PCB,bring-up,…)
•Shortendevelopmentperiod(SDK,APP,software,productpackaging…)
•solderOSOC3rdchip(110nm)
•6-layersstackdesign(Allegro)
•officiallyreleasein2023.4
•solderOSOC4thchip(28nm)
•8-layersstackdesign(Allegro)
•officiallyreleasein2023.10
What’snext?
1.platformized,componentized
2.encourageMOREstudentsinvolved!
•solderOSOC5thchip(28nm)
•4-8layersstackdesign(KiCad)
•comingsoon!expectedin2025.7
2025/11/21OpenSource@Siemens202524/27
DesignPractices:ACustomizedASICretroSoC
•AnopensourceSoCframework(maybe~5yearsthatallcanbedone)
apertusAXIOMBETACompact
•generatedbyACES(RustSoCbuilder,using“Combo”config)
•provideWiFi,MIPI,ISP,2D/3Dgraphicaccelerator(ongoing)…
•Focusonsomestuff:
•retrogameconsole
•APS-C/full-frameCMOScamera
•
…
•Buildupacommunity-drivendevelopmode
•getinstantfeedbacksinsuperearlystages
•makecontinuedinfluence
•ProvidebaselineforiEDA,AiEDAandopenROAD
•Tape-outarealchipbyusingopenPDK
•long-termproject
•supportedbycommunity(ECOSStudio,TinyTapeout…)
2025/11/21OpenSource@Siemens202525/27
retroSoC:TechnicalRoadmapin2025
MINI
1.RV32I/EC
2.minimumdesign
3.noon-chipSRAM
4.wroteinVerilog
5.10~20Kinstances
6.package:QFN48/64
7.demo:smartband
PRO
1.RV64IMAC
2.high-performance
3.L1/L2Cache
4.wroteinSV
5.50~100Kinstances
6.package:QFP100
7.demo:bootLinux
STD
1.RV32IMAC
2.balancedesign
3.ITCM/DTCM/Cache
4.wroteinSV
5.30~50Kinstances
6.package:QFN88
7.demo:smartwatch
Majormilestone
1.hardendesign(MDD)
2.maintaintheCRT
3.runopenEDACI/CD
4.SoCintegrate,design,verification(keypoint)
5.runcommercialflow
6.writedev./useguide
7.switchtoiterativedev.mode
8.auto-generatedbySoCbuilder(teenySoC)
•AMCU-classRV32IMACSoC(~50Kinstances,demo:smartwatch)(2025Q3)
•AnApplication-classRV64IMACSoC(~100Kinstances,demo:gameconsole)(2025Q4)
1.Low-speedIPs:UART,TIMER,PWM,WDG,RTC,I2C,SPI,PS2,RNG,…
2.MemoryIPs:QPIPSRAM,OPIDDRPSRAM
3.ApplicationIPs:SDIO,DMA,VGA,DVP,USB1.1,I2S,2DGraphicAccel.
2025/11/21OpenSource@Siemens202526/27
retroSoC:MultimediaIPsDevelopmentPlan
•Acommunity-drivenproject(hostedbyOSOCShenzhenBase)
•ledbyinternalspecialR&Dgroup(composedofTAsandinterns)
•developDMA,SDIO,DVP,USB,2DGraphicAccel.etc.
•full-stackdesign(IP,SoC,SW,PCB,Pack.,Docs)
/retroSoC
2025/11/21OpenSource@Siemens202527/27
retroSoC:MultimediaIPsDevelopmentPlan
•PrismGPUproject(
/PrismGPU
)
•anewopen-source3DGPU
•plantosupportFULLOpenGL1.xAPI(MESA)
•firstversionwillbeintegratedintoretroSoCPro
•optimizeforaLinux-capablesingle-core(RV64GC)SoC
•fix-functionpipeline,DMA+AXI+VGAarch.(novideocodecimpl.)
•giveprioritytoadaptingQuake,NeedforSpeedIII:HotPursuit
•tape-outin2025Q4~2026Q1
•collateandopenalllearningmaterials(2026Q2~Q3)
•tape-outforstudentsinStageAorSfromOneStudentOneChip
•designapractice-orientedGPUtutorial
•C
温馨提示
- 1. 本站所有资源如无特殊说明,都需要本地电脑安装OFFICE2007和PDF阅读器。图纸软件为CAD,CAXA,PROE,UG,SolidWorks等.压缩文件请下载最新的WinRAR软件解压。
- 2. 本站的文档不包含任何第三方提供的附件图纸等,如果需要附件,请联系上传者。文件的所有权益归上传用户所有。
- 3. 本站RAR压缩包中若带图纸,网页内容里面会有图纸预览,若没有图纸预览就没有图纸。
- 4. 未经权益所有人同意不得将文件中的内容挪作商业或盈利用途。
- 5. 人人文库网仅提供信息存储空间,仅对用户上传内容的表现方式做保护处理,对用户上传分享的文档内容本身不做任何修改或编辑,并不能对任何下载内容负责。
- 6. 下载文件中如有侵权或不适当内容,请与我们联系,我们立即纠正。
- 7. 本站不保证下载资源的准确性、安全性和完整性, 同时也不承担用户因使用这些下载资源对自己和他人造成任何形式的伤害或损失。
最新文档
- 甘肃省白银市2025-2026学年八年级上学期1月期末考试地理试卷(含答案)
- 简单安全培训的app课件
- 放射科消防安全培训课件
- 2026年云南勐海县消防救援局专职消防员招聘的备考题库及一套答案详解
- 2026年宝胜科技创新股份有限公司贵州航空线束分公司招聘备考题库及一套答案详解
- 2026年宁波市镇海区价格认证中心公开招聘工作人员备考题库及答案详解1套
- 2026年中共舟山市岱山县委老干部局公开招聘编外聘用人员备考题库及1套完整答案详解
- 出租房消防安全课件
- 2026年上药医疗器械(上海)有限公司招聘医院供应链现场管理员备考题库及1套参考答案详解
- 2026年四川九州电子科技股份有限公司关于招聘技术员的备考题库及1套完整答案详解
- 二十届四中全会测试题及参考答案(第三套)超难
- 机器人行业薪酬调查
- b2从业资格证考试题库2025驾考宝典及答案解析
- 《金属材料及热处理(第二版)》课件-第六章 低合金钢与合金钢
- 华西医院运营创新经验分享
- 吸塑机安全教育培训内容课件
- 2025至2030年中国牙科充填材料行业发展监测及发展战略规划报告
- 【《光伏发电MP-PT跟踪系统仿真设计》8800字(论文)】
- (2025年标准)工资抵借款协议书
- (2025年标准)师承关系解除协议书
- 公务用车课件
评论
0/150
提交评论