From 156b80f82a5c585b2cf891c47e845f68e1c3424d Mon Sep 17 00:00:00 2001 From: leonwanghui Date: Mon, 7 Sep 2020 16:04:31 +0800 Subject: [PATCH] Update some infos about rearch and mm WGs --- design/meps/mep-research/MEP-RESEARCH.md | 82 +++++---- .../{memor_opt.PNG => memory_opt.png} | Bin working-groups/mm/README.md | 47 +++++ working-groups/mm/mm-motivation.png | Bin 0 -> 159573 bytes working-groups/mm/mm-usecase.png | Bin 0 -> 246053 bytes working-groups/research/README.md | 166 ++++++++++++++++++ .../{memor_opt.PNG => memory_opt.png} | Bin 7 files changed, 253 insertions(+), 42 deletions(-) rename design/meps/mep-research/{memor_opt.PNG => memory_opt.png} (100%) create mode 100644 working-groups/mm/mm-motivation.png create mode 100644 working-groups/mm/mm-usecase.png create mode 100644 working-groups/research/README.md rename working-groups/research/{memor_opt.PNG => memory_opt.png} (100%) diff --git a/design/meps/mep-research/MEP-RESEARCH.md b/design/meps/mep-research/MEP-RESEARCH.md index f1284d3..486f298 100644 --- a/design/meps/mep-research/MEP-RESEARCH.md +++ b/design/meps/mep-research/MEP-RESEARCH.md @@ -1,4 +1,3 @@ - # Joint Research on Future AI Topics ## Table of Contents @@ -38,122 +37,122 @@ MindSpore cooperates with universities to research on future AI topics and joint - Low-bit Neural Networks Training -​At present, mixed precision can automatically adjust the accuracy of fp16 and fp32 for the network to improve training performance and memory optimization. Because operators have different costs on different AI chips, all optimization strategies for different AI chips are different. The network configuration of different hardware is different, so how to automatically generate the precision adjustment strategy that adapts to various hardware, especially the low bit strategy has become a difficult problem. + ​At present, mixed precision can automatically adjust the accuracy of fp16 and fp32 for the network to improve training performance and memory optimization. Because operators have different costs on different AI chips, all optimization strategies for different AI chips are different. The network configuration of different hardware is different, so how to automatically generate the precision adjustment strategy that adapts to various hardware, especially the low bit strategy has become a difficult problem. - Memory Optimization -​There are many strategies for memory optimization, such as recalculation and host-device memory switching. These strategies further break through the memory bottleneck by increasing the amount of calculation and increase the batchsize. Increasing batchsize can often improve the utilization of GPU and NPU to improve throughput performance. + ​There are many strategies for memory optimization, such as recalculation and host-device memory switching. These strategies further break through the memory bottleneck by increasing the amount of calculation and increase the batchsize. Increasing batchsize can often improve the utilization of GPU and NPU to improve throughput performance. - Model Innovation -(1) Model innovation combining traditional models and neural networks is a research hotspot. + (1) Model innovation combining traditional models and neural networks is a research hotspot. -(2) Deep probability model innovation: through the combination of neural network and probability model, the model can better help decision-making. + (2) Deep probability model innovation: through the combination of neural network and probability model, the model can better help decision-making. -(3) Graph neural network: The neural network is combined with the traditional graph structure, oriented to cognitive reasoning and future trends. + (3) Graph neural network: The neural network is combined with the traditional graph structure, oriented to cognitive reasoning and future trends. - AI for Scientific Computing - -(1) AI modeling: AI automatic modeling can effectively improve modeling efficiency of scientific calculations, and convergence analysis can improve model reliability and ensure simple and safe use by users. -(2) AI solution: The calculation amount of high-order differential increases exponentially with the parameter and the order. We can design neural network models to solve such classic problems. + (1) AI modeling: AI automatic modeling can effectively improve modeling efficiency of scientific calculations, and convergence analysis can improve model reliability and ensure simple and safe use by users. + + (2) AI solution: The calculation amount of high-order differential increases exponentially with the parameter and the order. We can design neural network models to solve such classic problems. - Verifiable/certifiable Trustworthy AI -(1) Many aspects of trustworthy AI (or responsible AI), such as adversarial robustness, backdoor, fairness, privacy protection capabilities, and accountability, have gradually attracted the attention of the industry and academia. + (1) Many aspects of trustworthy AI (or responsible AI), such as adversarial robustness, backdoor, fairness, privacy protection capabilities, and accountability, have gradually attracted the attention of the industry and academia. -(2) Current study on trustworthy AI are mostly empirical, and there are few theoretical studies. The verifiable and certifiable trustworthy AI, especially its training, evaluation and test methods, and its underlying insight related with explainable AI, requires theoretical guidance. + (2) Current study on trustworthy AI are mostly empirical, and there are few theoretical studies. The verifiable and certifiable trustworthy AI, especially its training, evaluation and test methods, and its underlying insight related with explainable AI, requires theoretical guidance. - Confidential AI Computing -(1) In the training and deployment process of AI services, several vital resources such as data, models, and computing resources may belong to different parties. A large amount of data will move across trust domains. The problems of data privacy protection and model confidentiality protection are prominent. + (1) In the training and deployment process of AI services, several vital resources such as data, models, and computing resources may belong to different parties. A large amount of data will move across trust domains. The problems of data privacy protection and model confidentiality protection are prominent. -(2) Confidential computing is an important direction to protect the confidentiality of key data. At present, confidential computing based on trusted execution environment has performance advantages, but its trust model is limited; confidential computing based on cryptography has simple trust model, but there is still a gap between performance and practicality. + (2) Confidential computing is an important direction to protect the confidentiality of key data. At present, confidential computing based on trusted execution environment has performance advantages, but its trust model is limited; confidential computing based on cryptography has simple trust model, but there is still a gap between performance and practicality. -(3) A series of specialized optimizations may improve the performance of confidential computing in AI scenarios, including but not limited to: cryptography suitable for AI, specialized intermediate representation and compiling strategy, and hardware-based acceleration. + (3) A series of specialized optimizations may improve the performance of confidential computing in AI scenarios, including but not limited to: cryptography suitable for AI, specialized intermediate representation and compiling strategy, and hardware-based acceleration. - Tensor Differentiable Computing Framework -(1) The new network model poses challenges to the IR expression, optimization and execution of the deep learning framework, including the introduction of a new op abstraction level, and the dynamics of the model. + (1) The new network model poses challenges to the IR expression, optimization and execution of the deep learning framework, including the introduction of a new op abstraction level, and the dynamics of the model. -(2) The acceleration of third-party high-performance computing languages ​​or frameworks urgently requires a more versatile and open tensor computing framework and API design. + (2) The acceleration of third-party high-performance computing languages ​​or frameworks urgently requires a more versatile and open tensor computing framework and API design. -(3) The technical challenges of unified optimization of the model layer and the operator layer, including hierarchical IR design, optimization of infrastructure, automatic tuning, loop optimization, etc. + (3) The technical challenges of unified optimization of the model layer and the operator layer, including hierarchical IR design, optimization of infrastructure, automatic tuning, loop optimization, etc. -(4) Differential equations are solved with a large number of differentials, which have high requirements for the differential expression of the framework, interface design, algorithm analysis efficiency and reliability. + (4) Differential equations are solved with a large number of differentials, which have high requirements for the differential expression of the framework, interface design, algorithm analysis efficiency and reliability. - Distributed And Parallel AI Computing Framework -(1) The scale and complexity of models are getting higher and higher, such as GPT-3 with 175 billion parameters, millions of face recognition, and tens of billions of feature recommendations. + (1) The scale and complexity of models are getting higher and higher, such as GPT-3 with 175 billion parameters, millions of face recognition, and tens of billions of feature recommendations. -(2) It is difficult to split the model manually. For example, developers need to combine information such as calculation amount, cluster size, communication bandwidth, and network topology to construct a parallel mode. + (2) It is difficult to split the model manually. For example, developers need to combine information such as calculation amount, cluster size, communication bandwidth, and network topology to construct a parallel mode. -(3) The expression of the parallel mode lacks adaptability, and the simple graph-level model segmentation cannot obtain high-efficiency speedup. It requires the decoupling of algorithm logic and parallel logic. + (3) The expression of the parallel mode lacks adaptability, and the simple graph-level model segmentation cannot obtain high-efficiency speedup. It requires the decoupling of algorithm logic and parallel logic. - XAI in line with human cognitive -(1) The current deep learning model is essentially black box due to its technical complexity , which leads to the opacity and inexplicability of AI services and further restricts the commercial application and promotion of AI services. Existing explainable AI technology mainly focuses on how to provide limited engineering auxiliary information to the model, but ignores the understanding of AI models from the perspective of human cognition. + (1) The current deep learning model is essentially black box due to its technical complexity , which leads to the opacity and inexplicability of AI services and further restricts the commercial application and promotion of AI services. Existing explainable AI technology mainly focuses on how to provide limited engineering auxiliary information to the model, but ignores the understanding of AI models from the perspective of human cognition. -(2) Humans usually understand things through analogies, metaphors, induction and other cognitive methods, and have a certain process of mental cognition construction. Thus, in this project, we expect to be able to explore more systematic and explainable AI methods that conform to human cognition, including interactive interfaces, explainable methods, measurement methods, and so on. + (2) Humans usually understand things through analogies, metaphors, induction and other cognitive methods, and have a certain process of mental cognition construction. Thus, in this project, we expect to be able to explore more systematic and explainable AI methods that conform to human cognition, including interactive interfaces, explainable methods, measurement methods, and so on. - Automatic model optimization recommendation -(1) Nowadays, training a high accuracy and high performance model often requires rich expert knowledge and repeated iterative attempts. AutoML makes it easier to apply and reduce the demand for experienced human experts, however, there are still some difficulties in setting search space which lead to large search spaces and long training time. If we can combine the iterative history of user training and analyze historical training data, a lite hyper-parameter recommendation method can be realized, which can greatly improve the developer experience. + (1) Nowadays, training a high accuracy and high performance model often requires rich expert knowledge and repeated iterative attempts. AutoML makes it easier to apply and reduce the demand for experienced human experts, however, there are still some difficulties in setting search space which lead to large search spaces and long training time. If we can combine the iterative history of user training and analyze historical training data, a lite hyper-parameter recommendation method can be realized, which can greatly improve the developer experience. -(2) Meanwhile, there are similar problems for model performance tuning, In different heterogeneous hardware, models, and data processing scenarios, expert knowledge is also required. Therefore, we aim to reduce the performance tuning threshold by automatically identifying system performance bottlenecks and recommending the best code path. + (2) Meanwhile, there are similar problems for model performance tuning, In different heterogeneous hardware, models, and data processing scenarios, expert knowledge is also required. Therefore, we aim to reduce the performance tuning threshold by automatically identifying system performance bottlenecks and recommending the best code path. ​ ## Goals - Low-bit Neural Networks Training -​Self-adaptively provides a low-bit precision training mechanism for various networks. + ​Self-adaptively provides a low-bit precision training mechanism for various networks. -![target](../../../working-groups/research/target.PNG) + ![target](./target.png) - Memory Optimization -Adaptive search memory optimization strategy to find the best balance between recalculation overhead and memory optimization benefits, so as to optimize the overall network performance. + Adaptive search memory optimization strategy to find the best balance between recalculation overhead and memory optimization benefits, so as to optimize the overall network performance. -![memor_opt](../../../working-groups/research/memor_opt.PNG) + ![memory_opt](./memory_opt.png) - Model Innovation -(1) Complete probability sampling library and probability inference (learning the probability distribution of the overall sample through known samples) algorithm library. + (1) Complete probability sampling library and probability inference (learning the probability distribution of the overall sample through known samples) algorithm library. -(2) Design new algorithms for dynamically changing heterogeneous graphs (different feature dimensions and different information aggregation methods) + (2) Design new algorithms for dynamically changing heterogeneous graphs (different feature dimensions and different information aggregation methods) -(3) Trillion distributed graph data storage, segmentation and sampling + (3) Trillion distributed graph data storage, segmentation and sampling - AI for Scientific Computing - (1) AI modeling:Construct a neural network, training data and loss function for scientific computing problems. - - (2) AI solution:AI model solves differential equations, solves optimization problems, achieve the goal that the amount of high-order automatic differential calculation increases linearly with the order. + (1) AI modeling:Construct a neural network, training data and loss function for scientific computing problems. + + (2) AI solution:AI model solves differential equations, solves optimization problems, achieve the goal that the amount of high-order automatic differential calculation increases linearly with the order. - Verifiable/certifiable Trustworthy AI -​Propose research on mechanism and evaluation system of verifiable or certifiable trustworthy AI. + ​Propose research on mechanism and evaluation system of verifiable or certifiable trustworthy AI. - Confidential AI Computing -Realize an Confidential AI Computing framework, or its key technologies, with feasible, flexible and efficient performance in actual AI application scenarios. + Realize an Confidential AI Computing framework, or its key technologies, with feasible, flexible and efficient performance in actual AI application scenarios. - Tensor Differentiable Computing Framework -​Driven by cutting-edge applications, from the perspectives of new models, dynamic models, high-performance computing languages, etc., study the evolution direction and key technology paths of future computing frameworks. For example, it supports differentiable programming of high-order differentiation. + ​Driven by cutting-edge applications, from the perspectives of new models, dynamic models, high-performance computing languages, etc., study the evolution direction and key technology paths of future computing frameworks. For example, it supports differentiable programming of high-order differentiation. - Distributed And Parallel AI Computing Framework -​Driven by super-large models, research key technologies for accelerating distributed training, including but not limited to automatic parallelism, hybrid parallelism, memory optimization, and elastic scaling. Such as achieving heterogeneous automatic parallel efficiency and linear speedup. + ​Driven by super-large models, research key technologies for accelerating distributed training, including but not limited to automatic parallelism, hybrid parallelism, memory optimization, and elastic scaling. Such as achieving heterogeneous automatic parallel efficiency and linear speedup. - XAI in line with human cognitive -A complete set of explainable AI methods and strategies in line with human cognition, providing necessary interactive cognitive interface design solutions for different scenarios and different cognitions, and a case study for typical scenarios. + A complete set of explainable AI methods and strategies in line with human cognition, providing necessary interactive cognitive interface design solutions for different scenarios and different cognitions, and a case study for typical scenarios. - Automatic model optimization recommendation -This feature automatically recommends optimized hyper-parameter configurations and performance optimization paths, reducing the threshold for model development and use and improving the model debugging and optimization efficiency. + This feature automatically recommends optimized hyper-parameter configurations and performance optimization paths, reducing the threshold for model development and use and improving the model debugging and optimization efficiency. ## Method: @@ -165,4 +164,3 @@ This feature automatically recommends optimized hyper-parameter configurations a * Submit an issue/PR based on community discussion for consultation or claim on related topics * Submit your proposal to us by email - diff --git a/design/meps/mep-research/memor_opt.PNG b/design/meps/mep-research/memory_opt.png similarity index 100% rename from design/meps/mep-research/memor_opt.PNG rename to design/meps/mep-research/memory_opt.png diff --git a/working-groups/mm/README.md b/working-groups/mm/README.md index 4684ee5..6929efa 100644 --- a/working-groups/mm/README.md +++ b/working-groups/mm/README.md @@ -1 +1,48 @@ # MindSpore Molecular Modeling Working Group (WG) + +## Summary + +MindSpore Molecular Modeling WG aims to build a community collaboration for deep learning framework's application in molecular modeling and simulation. + +## Motivation + +Deep learning is transforming many areas in science, and it has great potential in +modeling molecular systems. However, unlike the mature deployment of deep learning in +computer vision and natural language processing, its development in molecular modeling and +simulations is still at an early stage, largely because the inductive biases of molecules are +completely different from those of images or texts.[0] + + + +### Goals + +The goal of the Molecular Modeling WG are as follows: +- Provide MM specific requirements to related SIGs for each release cycle, and monitoring its implementation via labeled ISSUE/PR. +- Provide documentations on MM support in MindSpore. +- Incubate SIG that will be responsible for developing MM specific libs when necessary and approved by TSC. + +### Non-Goals + +- Full stack MM software implementation is out of scope of this WG. + +## Proposal + +### User Stories + +For deep learning models and algorithms which handle molecules as geometric identities in the 3D Euclidean space, the (fully connected) graph is a reasonable data structure representing the 3D geometry of molecules, and the deep molecular models dealing with the 3D structures are mostly physics-based and can be used to encode or predict configuration-dependent molecular properties. + +From a relatively orthogonal viewpoint, the individual molecules (e.g., small organic compounds and structured macromolecules) can also be regarded as other data structures, for instance, sequences (e.g., SMILES134 or sequence of amino acids) or sparse molecular graphs,etc. Deep learning models based on these data structures are mostly information-based, and they can help researchers navigate through the chemical space and change the way of data-mining for cheminformatics. As demonstrated by AlphaFold, we believe that combining the physics-based deep molecular models and the information-based deep learning methods will bring about new solutions to many long-standing problems in physics, chemistry, and biology. + +Last but not least, in order to democratize deep learning for molecular modeling and simulations, it is necessary to develop special-purpose hardware and software suitable for fast and userfriendly computation. For example, molecular simulation community will definitely benefit from the auto-differentiation and parallel computation techniques which are the bedrocks of modern large-scale deep learning. Also, as machine learners and molecular simulation practitioners usually work in different platforms, a proper linker or interface which could integrate the molecular modeling software and deep learning software is highly desired. Indeed, researchers from both scientific and business communities like Google are making efforts to this end. + +With the improvement of the infrastructure, deep learning is expected to bring a larger impact and more opportunities to molecular modeling and simulations in the near future. + + + +## Infrastructure Needed (optional) + +Ascend hardware resources are needed. + +## References (optional) + +[0] A Perspective on Deep Learning for Molecular Modeling and Simulations. https://dx.doi.org/10.1021/acs.jpca.0c04473 diff --git a/working-groups/mm/mm-motivation.png b/working-groups/mm/mm-motivation.png new file mode 100644 index 0000000000000000000000000000000000000000..cb7eef0f614a875af7926686922a7376ca29283d GIT binary patch literal 159573 zcmZ^LbySp5_w^tG(jZ8Ow333--O>hKBPHD}T}mS$APq{_NO!}~9Yfa)3?be9J@~HQ z`~LOKTFP33bLZZB?m2g#z4v3-J5_mHED9_T2!yNfR^|f;gf34!m=}otg~% zz;t-4;|v1PO+EZUd7M_24gx&~Dac5wd!+qcbocl;MTv1>KW@PHqnV!`OG@^+gl<0# 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z!^02+wF2xA7%h^Juy*H75y4zv+XwA9{%=92^pu(Cl6&=PpsR~XHM_m(jtm(Xh=%_f zIH*2Of0Zs=3vgdB+hNYtZw-{gS}TveuhPH@5;9@J1BZb(%*w(d?UXCJS`OUE6mFYx z>mkI|z`ftr=laA8WUbPYv!)t zNL&oVMpiV{2(05t`Z ziyvzy4ZQ^CMs{ilASo`q>>VC544#p_x zHiDuSF#6_e=H7#?VDRE-4Nw-(z={H_>| z8M4^;c;G;s3p@e8g1cDTNI*?J2i_uany9!q^MU2(K?e18>#FiL#nG|bQ|ZS=-2}HP zC11csPkAR2{WW5A!8z-DP-<7zO_|;<7#o#WRGjThlL8V1HFbs^I{kG#XgqN!`3Jpt zmu+QAWQZ~1)Y8{zTU&xcg)Oz@gYIzdsoa2C0hT1ch%L}~@NcuOhfu$VH23*l9y5b? zL`&-ng&7vxyM`aAN*=0WEG#Tw03#@voCIhV6%`eqINy<#XH?F83JW_B<^YuM=Q?!u z59(ntt<8WNO7u?u$KA=c`kAkh>p7TS%*f-<(F&W z;H1F={}oAtXfZAW$R_v~RHcj1%xa}}y$S-a0=QU*30-WG2(@SlDU%RVtMdB~v@LWQ fwK6D7uwM9W4Y=`bc`K|!z|Tt=W$6-0 +- [Summary](#summary) +- [Motivation](#motivation) +- [Goals](#goals) +- [Method](#method) +- [How to join](#how-to-join) + + +## Summary + +MindSpore cooperates with universities to research on future AI topics and jointly cultivate future AI talents.There are 10 topics in total: + +- Low-bit Neural Networks Training + +- Memory Optimization + +- Model Innovation + +- AI for Scientific Computing + +- Verifiable/certifiable Trustworthy AI + +- Confidential AI Computing + +- Tensor Differentiable Computing Framework + +- Distributed And Parallel AI Computing Framework + +- XAI in line with human cognitive + +- Automatic model optimization recommendation + +## Motivation + +- Low-bit Neural Networks Training + + ​At present, mixed precision can automatically adjust the accuracy of fp16 and fp32 for the network to improve training performance and memory optimization. Because operators have different costs on different AI chips, all optimization strategies for different AI chips are different. The network configuration of different hardware is different, so how to automatically generate the precision adjustment strategy that adapts to various hardware, especially the low bit strategy has become a difficult problem. + +- Memory Optimization + + ​There are many strategies for memory optimization, such as recalculation and host-device memory switching. These strategies further break through the memory bottleneck by increasing the amount of calculation and increase the batchsize. Increasing batchsize can often improve the utilization of GPU and NPU to improve throughput performance. + +- Model Innovation + + (1) Model innovation combining traditional models and neural networks is a research hotspot. + + (2) Deep probability model innovation: through the combination of neural network and probability model, the model can better help decision-making. + + (3) Graph neural network: The neural network is combined with the traditional graph structure, oriented to cognitive reasoning and future trends. + +- AI for Scientific Computing + + (1) AI modeling: AI automatic modeling can effectively improve modeling efficiency of scientific calculations, and convergence analysis can improve model reliability and ensure simple and safe use by users. + + (2) AI solution: The calculation amount of high-order differential increases exponentially with the parameter and the order. We can design neural network models to solve such classic problems. + +- Verifiable/certifiable Trustworthy AI + + (1) Many aspects of trustworthy AI (or responsible AI), such as adversarial robustness, backdoor, fairness, privacy protection capabilities, and accountability, have gradually attracted the attention of the industry and academia. + + (2) Current study on trustworthy AI are mostly empirical, and there are few theoretical studies. The verifiable and certifiable trustworthy AI, especially its training, evaluation and test methods, and its underlying insight related with explainable AI, requires theoretical guidance. + +- Confidential AI Computing + + (1) In the training and deployment process of AI services, several vital resources such as data, models, and computing resources may belong to different parties. A large amount of data will move across trust domains. The problems of data privacy protection and model confidentiality protection are prominent. + + (2) Confidential computing is an important direction to protect the confidentiality of key data. At present, confidential computing based on trusted execution environment has performance advantages, but its trust model is limited; confidential computing based on cryptography has simple trust model, but there is still a gap between performance and practicality. + + (3) A series of specialized optimizations may improve the performance of confidential computing in AI scenarios, including but not limited to: cryptography suitable for AI, specialized intermediate representation and compiling strategy, and hardware-based acceleration. + +- Tensor Differentiable Computing Framework + + (1) The new network model poses challenges to the IR expression, optimization and execution of the deep learning framework, including the introduction of a new op abstraction level, and the dynamics of the model. + + (2) The acceleration of third-party high-performance computing languages ​​or frameworks urgently requires a more versatile and open tensor computing framework and API design. + + (3) The technical challenges of unified optimization of the model layer and the operator layer, including hierarchical IR design, optimization of infrastructure, automatic tuning, loop optimization, etc. + + (4) Differential equations are solved with a large number of differentials, which have high requirements for the differential expression of the framework, interface design, algorithm analysis efficiency and reliability. + +- Distributed And Parallel AI Computing Framework + + (1) The scale and complexity of models are getting higher and higher, such as GPT-3 with 175 billion parameters, millions of face recognition, and tens of billions of feature recommendations. + + (2) It is difficult to split the model manually. For example, developers need to combine information such as calculation amount, cluster size, communication bandwidth, and network topology to construct a parallel mode. + + (3) The expression of the parallel mode lacks adaptability, and the simple graph-level model segmentation cannot obtain high-efficiency speedup. It requires the decoupling of algorithm logic and parallel logic. + +- XAI in line with human cognitive + + (1) The current deep learning model is essentially black box due to its technical complexity , which leads to the opacity and inexplicability of AI services and further restricts the commercial application and promotion of AI services. Existing explainable AI technology mainly focuses on how to provide limited engineering auxiliary information to the model, but ignores the understanding of AI models from the perspective of human cognition. + + (2) Humans usually understand things through analogies, metaphors, induction and other cognitive methods, and have a certain process of mental cognition construction. Thus, in this project, we expect to be able to explore more systematic and explainable AI methods that conform to human cognition, including interactive interfaces, explainable methods, measurement methods, and so on. + +- Automatic model optimization recommendation + + (1) Nowadays, training a high accuracy and high performance model often requires rich expert knowledge and repeated iterative attempts. AutoML makes it easier to apply and reduce the demand for experienced human experts, however, there are still some difficulties in setting search space which lead to large search spaces and long training time. If we can combine the iterative history of user training and analyze historical training data, a lite hyper-parameter recommendation method can be realized, which can greatly improve the developer experience. + + (2) Meanwhile, there are similar problems for model performance tuning, In different heterogeneous hardware, models, and data processing scenarios, expert knowledge is also required. Therefore, we aim to reduce the performance tuning threshold by automatically identifying system performance bottlenecks and recommending the best code path. +​ + +## Goals + +- Low-bit Neural Networks Training + + ​Self-adaptively provides a low-bit precision training mechanism for various networks. + + ![target](./target.png) + +- Memory Optimization + + Adaptive search memory optimization strategy to find the best balance between recalculation overhead and memory optimization benefits, so as to optimize the overall network performance. + + ![memory_opt](./memory_opt.png) + +- Model Innovation + + (1) Complete probability sampling library and probability inference (learning the probability distribution of the overall sample through known samples) algorithm library. + + (2) Design new algorithms for dynamically changing heterogeneous graphs (different feature dimensions and different information aggregation methods) + + (3) Trillion distributed graph data storage, segmentation and sampling + +- AI for Scientific Computing + + (1) AI modeling:Construct a neural network, training data and loss function for scientific computing problems. + + (2) AI solution:AI model solves differential equations, solves optimization problems, achieve the goal that the amount of high-order automatic differential calculation increases linearly with the order. + +- Verifiable/certifiable Trustworthy AI + + ​Propose research on mechanism and evaluation system of verifiable or certifiable trustworthy AI. + +- Confidential AI Computing + + Realize an Confidential AI Computing framework, or its key technologies, with feasible, flexible and efficient performance in actual AI application scenarios. + +- Tensor Differentiable Computing Framework + + ​Driven by cutting-edge applications, from the perspectives of new models, dynamic models, high-performance computing languages, etc., study the evolution direction and key technology paths of future computing frameworks. For example, it supports differentiable programming of high-order differentiation. + +- Distributed And Parallel AI Computing Framework + + ​Driven by super-large models, research key technologies for accelerating distributed training, including but not limited to automatic parallelism, hybrid parallelism, memory optimization, and elastic scaling. Such as achieving heterogeneous automatic parallel efficiency and linear speedup. + +- XAI in line with human cognitive + + A complete set of explainable AI methods and strategies in line with human cognition, providing necessary interactive cognitive interface design solutions for different scenarios and different cognitions, and a case study for typical scenarios. + +- Automatic model optimization recommendation + + This feature automatically recommends optimized hyper-parameter configurations and performance optimization paths, reducing the threshold for model development and use and improving the model debugging and optimization efficiency. + + +## Method: + +​We expect the applicant can conduct the above research based on MindSpore, and hope to get your valuable suggestions to MindSpore in the process. We will do our best to improve the capabilities of the MindSpore framework and provide you with the most powerful technical support. + + +## How To Join: +* Submit an issue/PR based on community discussion for consultation or claim on related topics + +* Submit your proposal to us by email diff --git a/working-groups/research/memor_opt.PNG b/working-groups/research/memory_opt.png similarity index 100% rename from working-groups/research/memor_opt.PNG rename to working-groups/research/memory_opt.png -- GitLab