Difference between revisions of "Project Plan"
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* General computing infrastructure | * General computing infrastructure | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = Decision of GCC/LLVM for first implementation | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = }} | + | {{WPDeliverable | ref = 1.1 | title = Decision of GCC/LLVM for first implementation | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = Decision made to use GCC }} |
− | {{WPDeliverable | ref = 2 | title = Design doc for compiler integration | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = | + | {{WPDeliverable | ref = 1.2 | title = Design doc for compiler integration | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = Live document, currently available via http://mageec.org/doxygen }} |
− | {{WPDeliverable | ref = 3 | title = Design doc for machine learning interface | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = | + | {{WPDeliverable | ref = 1.3 | title = Design doc for machine learning interface | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = Live document, currently available via http://mageec.org/doxygen }} |
− | {{WPDeliverable | ref = 4 | title = Design doc for feature selection | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = | + | {{WPDeliverable | ref = 1.4 | title = Design doc for feature selection | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = Live document, currently available via http://mageec.org/doxygen }} |
− | {{WPDeliverable | ref = 5 | title = Iterate 2-5 throughout project | external = E | responsibility = Emb. | due = End of each Q. | comments = }} | + | {{WPDeliverable | ref = 1.5 | title = Iterate 2-5 throughout project | external = E | responsibility = Emb. | due = End of each Q. | comments = Live deliverable continues to be updated with latest version.}} |
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* General computing infrastructure | * General computing infrastructure | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = First iteration of implementation, testing, documentation with | + | {{WPDeliverable | ref = 2.1 | title = First iteration of implementation, testing, documentation with GCC | external = E | responsibility = Emb. | due = 30 Nov 2013 | comments = Implementation has begun, source is available at https://github.com/mageec/mageec and documentation at http://mageec.org/doxygen }} |
− | {{WPDeliverable | ref = 2 | title = Second iteration of | + | {{WPDeliverable | ref = 2.2 | title = Second iteration of framework (using LLVM) | external = E | responsibility = Emb. | due = 28 Feb 2014 | comments = Early prototype demonstrated as part of informal workshop at [Euro LLVM] in April 2014. }} |
− | {{WPDeliverable | ref = 3 | title = Refinement of implementation with both compilers | external = E | responsibility = Emb. | due = End of each Q. | comments = }} | + | {{WPDeliverable | ref = 2.3 | title = Refinement of implementation with both compilers | external = E | responsibility = Emb. | due = End of each Q. | comments = Demonstration of full GCC version given at GNU Tools Cauldron, Cambridge, July 2014 (see https://gcc.gnu.org/wiki/cauldron2014). Demonstration of full LLVM version scheduled for NA LLVM Confererence, October 2014.}} |
| dependencies = | | dependencies = | ||
* [[#WP1|Work Package 1]] | * [[#WP1|Work Package 1]] | ||
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* PCB Manufacturing (outsourced) | * PCB Manufacturing (outsourced) | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = Board Design Documentation | external = E | responsibility = UoB | due = 31 Jul 2013 | comments = }} | + | {{WPDeliverable | ref = 3.1 | title = Board Design Documentation | external = E | responsibility = UoB | due = 31 Jul 2013 | comments = Board designs and documentation available via Git repository. [[Deliverable 3.1]] }} |
− | {{WPDeliverable | ref = 2 | title = Working Hardware | external = E | responsibility = UoB | due = 31 Jul 2013 | comments = }} | + | {{WPDeliverable | ref = 3.2 | title = Working Hardware | external = E | responsibility = UoB | due = 31 Jul 2013 | comments = Boards have been tested and demonstrated. Images can be found on [[Deliverable 3.2]]}} |
+ | {{WPDeliverable | ref = 3.3 | title = v2 Measuring Hardware | external = E | responsibility = UoB | due = 31 Jan 2014 | comments = [[Deliverable 3.3]]. Arrived Dec 11 2013 and made widely available with TSB help at EEC SIG workshop and FOSDEM. Second batch being made to support wider desire for evaluation end of September 2014.}} | ||
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* Community engagement platforms | * Community engagement platforms | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = Training set source | external = E | responsibility = UoB | due = 30 Sep 2013 | comments = }} | + | {{WPDeliverable | ref = 4.1 | title = Training set source | external = E | responsibility = UoB | due = 30 Sep 2013 | comments = Complete and available as part of [http://www.cs.bris.ac.uk/Research/Micro/beebs.jsp BEEBS] but with scope for additional benchmarks ([[Deliverable 4.1]])}} |
− | {{WPDeliverable | ref = 2 | title = Case study source | external = E | responsibility = UoB | due = | + | {{WPDeliverable | ref = 4.2 | title = Case study source | external = E | responsibility = UoB | due = 28 Feb 2014 | comments = Possibilities being explored ([[Deliverable 4.2]])}} |
− | {{WPDeliverable | ref = 3 | title = Embedded systems set up for testing | external = I | responsibility = UoB | due = 30 Sep 2013 | comments = Physical setup internal, documentation external }} | + | {{WPDeliverable | ref = 4.3 | title = Embedded systems set up for testing | external = I | responsibility = UoB | due = 30 Sep 2013 | comments = Physical setup internal, documentation external. These boards have been tested using code from Deliverable 4.1, [[Deliverable 4.3|Pictures and Videos can be found here]] }} |
+ | {{WPDeliverable | ref = 4.4 | title = Evaluation set of Test Programs | external = E | responsibility = UoB | due = 28 Feb 2014 | comments = Dedicated meetings set up to tackle this deliverable. }} | ||
+ | {{WPDeliverable | ref = 4.5 | title = Enhancements to Training Set (BEEBS v2.0) | external = E | responsibility = UoB | due = End of Each Q. | comments = BEEBS v2.0 release date 5 September 2014, includes 80 benchmarks, but set increased by using data variants of some benchmarks and avaiable on http://beebs/eu. No further development is planned as part of MAGEEC, since we believe with data variants we have sufficient benchmarks. James Pallister's [[Media:James-pallister-1st-year-review.pdf|first year PhD report]] explores the rationale behind the benchmarks.}} | ||
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|title = Theory of Analysis of Machine Learning Techniques | |title = Theory of Analysis of Machine Learning Techniques | ||
|start = 1 July 2013 | |start = 1 July 2013 | ||
− | |end = 31 | + | |end = 31 July 2014 |
|totaldays = | |totaldays = | ||
|leader = University of Bristol | |leader = University of Bristol | ||
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* General computing infrastructure | * General computing infrastructure | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = Literature Review | external = E | responsibility = UoB | due = 31 | + | {{WPDeliverable | ref = 5.1 | title = Literature Review | external = E | responsibility = UoB | due = 30 Sep 2013 (draft) ; 31 Dec 2013 (final) | comments = May be appropriate for publication. Ongoing, references can be found on the [[Literature#Machine_Learning|Literature]] page. }} |
− | {{WPDeliverable | ref = 2 | title = Selection of core learning algorithm(s) | external = | responsibility = UoB | due = | + | {{WPDeliverable | ref = 5.2 | title = Selection of core learning algorithm(s) | external = E | responsibility = UoB | due = 30 Sep 2013 | comments = Output of working days. Possible candidates identified for final selection ([[Deliverable 5.2]]). This BEEBS 2.0 and analysis which has led to choice of C4.5/C5.0 as the leaning algorithm }} |
− | {{WPDeliverable | ref = 3 | title = Training approach | external = | responsibility = UoB | due = | + | {{WPDeliverable | ref = 5.3 | title = Training approach | external = E | responsibility = UoB | due = 30 Sep 2013 | comments = Output of working days, as per [[Deliverable 5.2]] }} |
− | {{WPDeliverable | ref = 4 | title = API for implementers | external = | responsibility = UoB | due = 30 Sep 2013 | comments = | + | {{WPDeliverable | ref = 5.4 | title = API for implementers | external = E | responsibility = UoB | due = 30 Sep 2013 | comments = See [[WP1|Work Package 1]]. Plugin API used for GCC, Subclassing used for LLVM. }} |
− | {{WPDeliverable | ref = 5 | title = Review of approach | external = | responsibility = UoB | due = 31 | + | {{WPDeliverable | ref = 5.5 | title = Review of initial approach | external = E | responsibility = UoB | due = 31 July 2014 | comments = [http://mageec.org/2014/07/04/initial-review-of-data-interpretationcollection-for-summer-2014/ Blog post] by Greg Cawthorne, which may be suitable for future publication. }} |
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{{WorkPackage | {{WorkPackage | ||
|n = 6 | |n = 6 | ||
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|title = Training and Testing Prototype Infrastructure | |title = Training and Testing Prototype Infrastructure | ||
|start = 1 March 2014 | |start = 1 March 2014 | ||
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* Train infrastructure with small set with existing optimisations | * Train infrastructure with small set with existing optimisations | ||
* Test with small set with existing optimisations | * Test with small set with existing optimisations | ||
− | * Repeat above with new optimisations from [[# | + | * Repeat above with new optimisations from [[#WP7|Work Package 7]] |
|equipment = | |equipment = | ||
* High performance workstation | * High performance workstation | ||
* Embedded systems with hardware energy measuring | * Embedded systems with hardware energy measuring | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = Working training infrastructure (existing optimisations) | external = E | responsibility = Emb. | due = | + | {{WPDeliverable | ref = 6.1 | title = Working training infrastructure (existing optimisations) | external = E | responsibility = Emb. | due = 31 May 2014 | comments = First version developed, and highlighted need for: i) mechanism to determine per-function energy usage; 2) a way to reduce the number of data gathering runs; and 3) the importance of callibrating test boards before each run. Work in progress by Simon Cook to use cycle accurate models to determine apportioning of energy usage to functions. [http://mageec.org/2014/07/17/test-reduction-using-plackett-burman/ Blog post] by George Field on reducing tests using Plackett-Burnham experiemental deisgn. Blog post to be written by James Pallister on callibration.}} |
− | {{WPDeliverable | ref = 2 | title = Results from proof of concept training and test (existing optimisations) | external = E | responsibility = Emb. | due = | + | {{WPDeliverable | ref = 6.2 | title = Results from proof of concept training and test (existing optimisations) | external = E | responsibility = Emb. | due = 31 May 2014 | comments = Demonstrated at GNU Tools Cauldron, July 2014 (see https://gcc.gnu.org/wiki/cauldron2014), but training set inadequate for good results. }} |
− | {{WPDeliverable | ref = 3 | title = Working training infrastructure (new optimisations) | external = E | responsibility = Emb. | due = 31 May 2014 | comments = }} | + | {{WPDeliverable | ref = 6.3 | title = Working training infrastructure (new optimisations) | external = E | responsibility = Emb. | due = 31 May 2014 | comments = New optimizations implementation now not expected in time (see [[#WP7|Work Package 7]]). Focus is on refining data gathering for more robust training (see [[#WP8|Work Package 8]]).}} |
− | {{WPDeliverable | ref = 4 | title = Results from proof of concept training and test (new optimisations) | external = E | responsibility = Emb. | due = 31 May 2014 | comments = | + | {{WPDeliverable | ref = 6.4 | title = Results from proof of concept training and test (new optimisations) | external = E | responsibility = Emb. | due = 31 May 2014 | comments = As noted in deliverable 6.3, focus is on increased robustness. }} |
| dependencies = | | dependencies = | ||
* [[#WP2|Work Package 2]] (Compiler Infrastructure) | * [[#WP2|Work Package 2]] (Compiler Infrastructure) | ||
* [[#WP4|Work Package 4]] (Test hardware, test applications) | * [[#WP4|Work Package 4]] (Test hardware, test applications) | ||
− | * [[# | + | * [[#WP7|Work Package 7]] (New Optimisations) |
| dependents = | | dependents = | ||
}} | }} | ||
{{WorkPackage | {{WorkPackage | ||
− | |n = | + | |n = 7 |
|title = Implement New Optimisation Passes | |title = Implement New Optimisation Passes | ||
|start = 1 September 2013 | |start = 1 September 2013 | ||
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|totaldays = | |totaldays = | ||
|leader = Embecosm | |leader = Embecosm | ||
− | |contributors = Embecosm | + | |contributors = Embecosm, UoB |
|objectives = | |objectives = | ||
* Design and implement optimisation passes in the GCC and LLVM compilers. | * Design and implement optimisation passes in the GCC and LLVM compilers. | ||
|description = | |description = | ||
− | * Design new optimisation passes in light of theory | + | * Design new optimisation passes in light of theory and analysis of previous work |
* Implement new optimisation passes in GCC | * Implement new optimisation passes in GCC | ||
* Reimplement optimisation passes in LLVM | * Reimplement optimisation passes in LLVM | ||
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* General computing infrastructure | * General computing infrastructure | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = Design optimisation passes | external = E | responsibility = Emb. | due = 28 Feb 2014 | comments = }} | + | {{WPDeliverable | ref = 7.1 | title = Review of existing techniques for energy optimisation | external = E | responsibility = Emb. | due = 31 Jan 2014 | comments = co-located at UoB for knowledge exchange. Review of existing optimisation techniques for energy to appear as part of JP's 1st year PhD review. }} |
− | {{WPDeliverable | ref = | + | {{WPDeliverable | ref = 7.2 | title = Design optimisation passes | external = E | responsibility = Emb. | due = 28 Feb 2014 | comments = Theortical basis established and being presented at [http://esweek.acm.org/cases/ CASEs 2014] and [http://www.microarch.org/micro47/ Micro 47] (TBC) wich provide the requirements specification. Initial design for GCC begun.}} |
− | {{WPDeliverable | ref = | + | {{WPDeliverable | ref = 7.3 | title = Implement optimisation passes in GCC | external = E | responsibility = Emb. | due = 28 Feb 2014 | comments = Illness of the implementer, means this is now not likely to be implemented, or only at the very end of the project. We are considering whether simpler alternatives are worth implementing by someone else.}} |
+ | {{WPDeliverable | ref = 7.4 | title = Implement optimisation passes in LLVM | external = E | responsibility = Emb. | due = 31 May 2014 | comments = Severly limited by failure of GCC work, on which this was to be based. We are considering whether simpler alternatives can be implemented.}} | ||
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{{WorkPackage | {{WorkPackage | ||
− | |n = | + | |n = 8 |
|title = Evaluation of Infrastructure | |title = Evaluation of Infrastructure | ||
|start = 1 June 2014 | |start = 1 June 2014 | ||
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* HPC Facilities | * HPC Facilities | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = Trained and tested complete system with full case studies | external = E | responsibility = UoB | due = | + | {{WPDeliverable | ref = 8.1 | title = Trained and tested complete system with full case studies | external = E | responsibility = UoB | due = 30 Sep 2014 | comments = Work in progress. Systems implemented to gather data for Atmel ATMega328 processors. Systems planned for ARM Cortex M3 processors. Case studies identified in Stoil Ganev's [http://mageec.org/2014/07/31/studying-the-effect-of-mageec-on-real-software/ Blog post]. Evaluation of ATMega328 will use a weather station, second case study is for MSP430, for which MAGEEC is not expected to have data in time. Third case study for ARM Cortex M3 identified as [http://www.kosagi.com/w/index.php?title=Novena_Main_Page#Battery_board battery controller], with code on [https://github.com/xobs/senoko-chibios-3/ GitHub]. }} |
− | {{WPDeliverable | ref = 2 | title = Draft paper presenting results | external = E | responsibility = UoB | due = | + | {{WPDeliverable | ref = 8.2 | title = Draft paper presenting results | external = E | responsibility = UoB | due = 30 Sep 2014 | comments = Work in progress.}} |
− | {{WPDeliverable | ref = 3 | title = Final paper | external = E | responsibility = Emb. | due = 30 Nov 2014 | comments = This is the ultimate report and it is anticipated that it will take some time to develop. Additionally engineering on the project will continue whilst the paper is written, hence this will be a significantly large task. }} | + | {{WPDeliverable | ref = 8.3 | title = Final paper | external = E | responsibility = Emb. | due = 30 Nov 2014 | comments = This is the ultimate report and it is anticipated that it will take some time to develop. Additionally engineering on the project will continue whilst the paper is written, hence this will be a significantly large task. }} |
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}} | }} | ||
− | + | by Joern | |
{{WorkPackage | {{WorkPackage | ||
− | |n = | + | |n = 9 |
|title = Dissemination and Exploitation | |title = Dissemination and Exploitation | ||
|start = 1 June 2013 | |start = 1 June 2013 | ||
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* General computing infrastructure, including website and social media (http://mageec.org) | * General computing infrastructure, including website and social media (http://mageec.org) | ||
|deliverables = | |deliverables = | ||
− | {{WPDeliverable | ref = 1 | title = Exploitation plan | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = Updated every quarter }} | + | {{WPDeliverable | ref = 9.1 | title = Exploitation plan | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = Updated every quarter }} |
− | {{WPDeliverable | ref = 2 | title = Participation in workshops and training events | external = E | responsibility = Emb. | due = 30 Nov 2014 | comments = | + | {{WPDeliverable | ref = 9.2 | title = Participation in workshops and training events | external = E | responsibility = Emb. | due = 30 Nov 2014 | comments = Most recent full demo and presentaton given at the [https://gcc.gnu.org/wiki/cauldron2014 GNU Tools Cauldron], future events include [http://www.cs.bris.ac.uk/Research/Micro/eaco.jsp EACO meeting], [http://dtai.cs.kuleuven.be/events/ilp2014/ ILP 2014], [http://esweek.acm.org/cases/ CASES 2014], [http://llvm.org/devmtg/2014-10/ North American LLVMDevelopers' Meeting], [http://www.innovateukevent.com/ Innovate UK 2014], and [http://www.microarch.org/micro47/ Micro '47]. Full details at [[MAGEEC#Events]]. }} |
− | {{WPDeliverable | ref = 3 | title = Website/wiki/new media | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = | + | {{WPDeliverable | ref = 9.3 | title = Website/wiki/new media | external = E | responsibility = Emb. | due = 31 Aug 2013 | comments = Maintained throughout project, new website http://www.beebs.eu for BEEBS. }} |
− | {{WPDeliverable | ref = 4 | title = Papers | external = E | responsibility = n/a | due = n/a | comments = Detailed throughout project plan, for dates and details, refer to associated work packages. }} | + | {{WPDeliverable | ref = 9.4 | title = Papers | external = E | responsibility = n/a | due = n/a | comments = Detailed throughout project plan, for dates and details, refer to associated work packages. }} |
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Latest revision as of 09:09, 4 April 2015
Contents
- 1 Work Package 1: Iterative Design of Compiler Framework
- 2 Work Package 2: Iterative Implementation of Compiler Framework
- 3 Work Package 3: Design and Build of Hardware Measurement Platform
- 4 Work Package 4: Training Set, Test Program, Test Hardware and Case Study Development
- 5 Work Package 5: Theory of Analysis of Machine Learning Techniques
- 6 Work Package 6: Training and Testing Prototype Infrastructure
- 7 Work Package 7: Implement New Optimisation Passes
- 8 Work Package 8: Evaluation of Infrastructure
- 9 Work Package 9: Dissemination and Exploitation
- 10 Gantt Chart
Work Package 1: Iterative Design of Compiler Framework
Work Package 1: Iterative Design of Compiler Framework | |||||
---|---|---|---|---|---|
Start date: 1 June 2013 End date: 31 August 2013 | |||||
Work Package Objectives:
| |||||
Description of Work
| |||||
Equipment and Facilities
| |||||
Summary of Deliverables | |||||
Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
1.1 | Decision of GCC/LLVM for first implementation | E | Emb. | 31 Aug 2013 | Decision made to use GCC |
1.2 | Design doc for compiler integration | E | Emb. | 31 Aug 2013 | Live document, currently available via http://mageec.org/doxygen |
1.3 | Design doc for machine learning interface | E | Emb. | 31 Aug 2013 | Live document, currently available via http://mageec.org/doxygen |
1.4 | Design doc for feature selection | E | Emb. | 31 Aug 2013 | Live document, currently available via http://mageec.org/doxygen |
1.5 | Iterate 2-5 throughout project | E | Emb. | End of each Q. | Live deliverable continues to be updated with latest version. |
Dependencies | |||||
Items which must be available for this Work Package | |||||
| |||||
Work Packages dependent on this Work Package | |||||
Work Package 2: Iterative Implementation of Compiler Framework
Work Package 2: Iterative Implementation of Compiler Framework | |||||
---|---|---|---|---|---|
Start date: 1 July 2013 End date: 30 Nov 2014 | |||||
Work Package Objectives:
| |||||
Description of Work
| |||||
Equipment and Facilities
| |||||
Summary of Deliverables | |||||
Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
2.1 | First iteration of implementation, testing, documentation with GCC | E | Emb. | 30 Nov 2013 | Implementation has begun, source is available at https://github.com/mageec/mageec and documentation at http://mageec.org/doxygen |
2.2 | Second iteration of framework (using LLVM) | E | Emb. | 28 Feb 2014 | Early prototype demonstrated as part of informal workshop at [Euro LLVM] in April 2014. |
2.3 | Refinement of implementation with both compilers | E | Emb. | End of each Q. | Demonstration of full GCC version given at GNU Tools Cauldron, Cambridge, July 2014 (see https://gcc.gnu.org/wiki/cauldron2014). Demonstration of full LLVM version scheduled for NA LLVM Confererence, October 2014. |
Dependencies | |||||
Items which must be available for this Work Package | |||||
Work Packages dependent on this Work Package | |||||
|
Work Package 3: Design and Build of Hardware Measurement Platform
Work Package 3: Design and Build of Hardware Measurement Platform | |||||
---|---|---|---|---|---|
Start date: 1 June 2013 End date: 31 July 2013 | |||||
Work Package Objectives:
| |||||
Description of Work
| |||||
Equipment and Facilities
| |||||
Summary of Deliverables | |||||
Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
3.1 | Board Design Documentation | E | UoB | 31 Jul 2013 | Board designs and documentation available via Git repository. Deliverable 3.1 |
3.2 | Working Hardware | E | UoB | 31 Jul 2013 | Boards have been tested and demonstrated. Images can be found on Deliverable 3.2 |
3.3 | v2 Measuring Hardware | E | UoB | 31 Jan 2014 | Deliverable 3.3. Arrived Dec 11 2013 and made widely available with TSB help at EEC SIG workshop and FOSDEM. Second batch being made to support wider desire for evaluation end of September 2014. |
Dependencies | |||||
Items which must be available for this Work Package | |||||
| |||||
Work Packages dependent on this Work Package | |||||
|
Work Package 4: Training Set, Test Program, Test Hardware and Case Study Development
Work Package 4: Training Set, Test Program, Test Hardware and Case Study Development | |||||
---|---|---|---|---|---|
Start date: 1 July 2013 End date: 30 September 2013 | |||||
Work Package Objectives:
| |||||
Description of Work
| |||||
Equipment and Facilities
| |||||
Summary of Deliverables | |||||
Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
4.1 | Training set source | E | UoB | 30 Sep 2013 | Complete and available as part of BEEBS but with scope for additional benchmarks (Deliverable 4.1) |
4.2 | Case study source | E | UoB | 28 Feb 2014 | Possibilities being explored (Deliverable 4.2) |
4.3 | Embedded systems set up for testing | I | UoB | 30 Sep 2013 | Physical setup internal, documentation external. These boards have been tested using code from Deliverable 4.1, Pictures and Videos can be found here |
4.4 | Evaluation set of Test Programs | E | UoB | 28 Feb 2014 | Dedicated meetings set up to tackle this deliverable. |
4.5 | Enhancements to Training Set (BEEBS v2.0) | E | UoB | End of Each Q. | BEEBS v2.0 release date 5 September 2014, includes 80 benchmarks, but set increased by using data variants of some benchmarks and avaiable on http://beebs/eu. No further development is planned as part of MAGEEC, since we believe with data variants we have sufficient benchmarks. James Pallister's first year PhD report explores the rationale behind the benchmarks. |
Dependencies | |||||
Items which must be available for this Work Package | |||||
| |||||
Work Packages dependent on this Work Package | |||||
|
Work Package 5: Theory of Analysis of Machine Learning Techniques
Work Package 5: Theory of Analysis of Machine Learning Techniques | |||||
---|---|---|---|---|---|
Start date: 1 July 2013 End date: 31 July 2014 | |||||
Work Package Objectives:
| |||||
Description of Work
| |||||
Equipment and Facilities
| |||||
Summary of Deliverables | |||||
Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
5.1 | Literature Review | E | UoB | 30 Sep 2013 (draft) ; 31 Dec 2013 (final) | May be appropriate for publication. Ongoing, references can be found on the Literature page. |
5.2 | Selection of core learning algorithm(s) | E | UoB | 30 Sep 2013 | Output of working days. Possible candidates identified for final selection (Deliverable 5.2). This BEEBS 2.0 and analysis which has led to choice of C4.5/C5.0 as the leaning algorithm |
5.3 | Training approach | E | UoB | 30 Sep 2013 | Output of working days, as per Deliverable 5.2 |
5.4 | API for implementers | E | UoB | 30 Sep 2013 | See Work Package 1. Plugin API used for GCC, Subclassing used for LLVM. |
5.5 | Review of initial approach | E | UoB | 31 July 2014 | Blog post by Greg Cawthorne, which may be suitable for future publication. |
Dependencies | |||||
Items which must be available for this Work Package | |||||
| |||||
Work Packages dependent on this Work Package | |||||
|
Work Package 6: Training and Testing Prototype Infrastructure
Work Package 6: Training and Testing Prototype Infrastructure | |||||
---|---|---|---|---|---|
Start date: 1 March 2014 End date: 31 May 2014 | |||||
Work Package Objectives:
| |||||
Description of Work
| |||||
Equipment and Facilities
| |||||
Summary of Deliverables | |||||
Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
6.1 | Working training infrastructure (existing optimisations) | E | Emb. | 31 May 2014 | First version developed, and highlighted need for: i) mechanism to determine per-function energy usage; 2) a way to reduce the number of data gathering runs; and 3) the importance of callibrating test boards before each run. Work in progress by Simon Cook to use cycle accurate models to determine apportioning of energy usage to functions. Blog post by George Field on reducing tests using Plackett-Burnham experiemental deisgn. Blog post to be written by James Pallister on callibration. |
6.2 | Results from proof of concept training and test (existing optimisations) | E | Emb. | 31 May 2014 | Demonstrated at GNU Tools Cauldron, July 2014 (see https://gcc.gnu.org/wiki/cauldron2014), but training set inadequate for good results. |
6.3 | Working training infrastructure (new optimisations) | E | Emb. | 31 May 2014 | New optimizations implementation now not expected in time (see Work Package 7). Focus is on refining data gathering for more robust training (see Work Package 8). |
6.4 | Results from proof of concept training and test (new optimisations) | E | Emb. | 31 May 2014 | As noted in deliverable 6.3, focus is on increased robustness. |
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Work Package 7: Implement New Optimisation Passes
Work Package 7: Implement New Optimisation Passes | |||||
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Start date: 1 September 2013 End date: 31 May 2014 | |||||
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Summary of Deliverables | |||||
Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
7.1 | Review of existing techniques for energy optimisation | E | Emb. | 31 Jan 2014 | co-located at UoB for knowledge exchange. Review of existing optimisation techniques for energy to appear as part of JP's 1st year PhD review. |
7.2 | Design optimisation passes | E | Emb. | 28 Feb 2014 | Theortical basis established and being presented at CASEs 2014 and Micro 47 (TBC) wich provide the requirements specification. Initial design for GCC begun. |
7.3 | Implement optimisation passes in GCC | E | Emb. | 28 Feb 2014 | Illness of the implementer, means this is now not likely to be implemented, or only at the very end of the project. We are considering whether simpler alternatives are worth implementing by someone else. |
7.4 | Implement optimisation passes in LLVM | E | Emb. | 31 May 2014 | Severly limited by failure of GCC work, on which this was to be based. We are considering whether simpler alternatives can be implemented. |
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Work Package 8: Evaluation of Infrastructure
Work Package 8: Evaluation of Infrastructure | |||||
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Start date: 1 June 2014 End date: 30 Nov 2014 | |||||
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Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
8.1 | Trained and tested complete system with full case studies | E | UoB | 30 Sep 2014 | Work in progress. Systems implemented to gather data for Atmel ATMega328 processors. Systems planned for ARM Cortex M3 processors. Case studies identified in Stoil Ganev's Blog post. Evaluation of ATMega328 will use a weather station, second case study is for MSP430, for which MAGEEC is not expected to have data in time. Third case study for ARM Cortex M3 identified as battery controller, with code on GitHub. |
8.2 | Draft paper presenting results | E | UoB | 30 Sep 2014 | Work in progress. |
8.3 | Final paper | E | Emb. | 30 Nov 2014 | This is the ultimate report and it is anticipated that it will take some time to develop. Additionally engineering on the project will continue whilst the paper is written, hence this will be a significantly large task. |
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by Joern
Work Package 9: Dissemination and Exploitation
Work Package 9: Dissemination and Exploitation | |||||
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Start date: 1 June 2013 End date: 30 Nov 2014 | |||||
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Ref. | Title | Int/Ext | Responsiblity | Due Date | Comments/Notes |
9.1 | Exploitation plan | E | Emb. | 31 Aug 2013 | Updated every quarter |
9.2 | Participation in workshops and training events | E | Emb. | 30 Nov 2014 | Most recent full demo and presentaton given at the GNU Tools Cauldron, future events include EACO meeting, ILP 2014, CASES 2014, North American LLVMDevelopers' Meeting, Innovate UK 2014, and Micro '47. Full details at MAGEEC#Events. |
9.3 | Website/wiki/new media | E | Emb. | 31 Aug 2013 | Maintained throughout project, new website http://www.beebs.eu for BEEBS. |
9.4 | Papers | E | n/a | n/a | Detailed throughout project plan, for dates and details, refer to associated work packages. |
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Gantt Chart
The following Gantt Chart details the interactions between work packages. As one work package does not necessarily depend on the entire completion of another, a traditional finish-start relationship does not perfectly represent this information. The Microsoft Project file used to generate this chart can be found at File:MAGEEC Gantt.mpp.