JP2021507345A5 - - Google Patents
Download PDFInfo
- Publication number
- JP2021507345A5 JP2021507345A5 JP2020530640A JP2020530640A JP2021507345A5 JP 2021507345 A5 JP2021507345 A5 JP 2021507345A5 JP 2020530640 A JP2020530640 A JP 2020530640A JP 2020530640 A JP2020530640 A JP 2020530640A JP 2021507345 A5 JP2021507345 A5 JP 2021507345A5
- Authority
- JP
- Japan
- Prior art keywords
- kernel
- pattern
- complementary
- sparse
- sample
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000000034 method Methods 0.000 claims description 8
- 230000000295 complement effect Effects 0.000 claims 18
- 239000011159 matrix material Substances 0.000 claims 15
- 238000013527 convolutional neural network Methods 0.000 claims 7
- 238000007500 overflow downdraw method Methods 0.000 claims 6
- 230000004927 fusion Effects 0.000 claims 4
- 238000004590 computer program Methods 0.000 claims 2
- 230000004044 response Effects 0.000 claims 2
- 238000004891 communication Methods 0.000 description 5
- 238000005516 engineering process Methods 0.000 description 3
- 230000002093 peripheral effect Effects 0.000 description 2
- 230000003068 static effect Effects 0.000 description 2
- 230000001360 synchronised effect Effects 0.000 description 2
- RYGMFSIKBFXOCR-UHFFFAOYSA-N Copper Chemical compound [Cu] RYGMFSIKBFXOCR-UHFFFAOYSA-N 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 229910052802 copper Inorganic materials 0.000 description 1
- 239000010949 copper Substances 0.000 description 1
- 230000009977 dual effect Effects 0.000 description 1
- 238000000802 evaporation-induced self-assembly Methods 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/841,480 | 2017-12-14 | ||
| US15/841,480 US10740659B2 (en) | 2017-12-14 | 2017-12-14 | Fusing sparse kernels to approximate a full kernel of a convolutional neural network |
| PCT/IB2018/059993 WO2019116291A1 (en) | 2017-12-14 | 2018-12-13 | Fusing sparse kernels to approximate a full kernel of a convolutional neural network |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2021507345A JP2021507345A (ja) | 2021-02-22 |
| JP2021507345A5 true JP2021507345A5 (enExample) | 2021-07-26 |
| JP7179850B2 JP7179850B2 (ja) | 2022-11-29 |
Family
ID=66814568
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020530640A Active JP7179850B2 (ja) | 2017-12-14 | 2018-12-13 | 畳み込みニューラル・ネットワークの完全なカーネルを近似するためのスパース・カーネルの融合 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US10740659B2 (enExample) |
| JP (1) | JP7179850B2 (enExample) |
| CN (1) | CN111344720A (enExample) |
| DE (1) | DE112018006377T5 (enExample) |
| GB (1) | GB2583623A (enExample) |
| WO (1) | WO2019116291A1 (enExample) |
Families Citing this family (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| KR102548718B1 (ko) * | 2017-06-07 | 2023-06-28 | 삼성전자주식회사 | 전자 장치 및 그 제어 방법 |
| US12393829B2 (en) * | 2019-07-25 | 2025-08-19 | Samsung Electronics Co., Ltd. | Methods and systems with convolutional neural network (CNN) performance |
| US11144290B2 (en) | 2019-09-13 | 2021-10-12 | Huawei Technologies Co., Ltd. | Method and apparatus for enabling autonomous acceleration of dataflow AI applications |
| US12265911B2 (en) * | 2020-02-06 | 2025-04-01 | Google Llc | Neural network layers with a controlled degree of spatial invariance |
| US20210256385A1 (en) * | 2020-02-14 | 2021-08-19 | Northeastern University | Computer-implemented methods and systems for dnn weight pruning for real-time execution on mobile devices |
| US11379951B2 (en) * | 2020-03-25 | 2022-07-05 | Nintendo Co., Ltd. | Systems and methods for machine learned image conversion |
| US11494875B2 (en) | 2020-03-25 | 2022-11-08 | Nintendo Co., Ltd. | Systems and methods for machine learned image conversion |
| CN113344199B (zh) * | 2021-06-17 | 2024-05-03 | 阿波罗智联(北京)科技有限公司 | 用于训练可分离卷积网络的方法、路侧设备及云控平台 |
| US20230004788A1 (en) * | 2021-07-04 | 2023-01-05 | Numenta, Inc. | Hardware architecture for processing tensors with activation sparsity |
| US20250138820A1 (en) * | 2023-10-26 | 2025-05-01 | Etched.ai, Inc. | Model-specific asic compilation using fused kernel replacement |
Family Cites Families (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9424513B2 (en) | 2011-11-09 | 2016-08-23 | Qualcomm Incorporated | Methods and apparatus for neural component memory transfer of a referenced pattern by including neurons to output a pattern substantially the same as the referenced pattern |
| CN104077612B (zh) * | 2014-07-15 | 2017-09-22 | 中国科学院合肥物质科学研究院 | 一种基于多特征稀疏表示技术的害虫图像识别方法 |
| US9652817B2 (en) | 2015-03-12 | 2017-05-16 | Samsung Electronics Co., Ltd. | Automated compute kernel fusion, resizing, and interleave |
| US9741107B2 (en) | 2015-06-05 | 2017-08-22 | Sony Corporation | Full reference image quality assessment based on convolutional neural network |
| CN105046193B (zh) * | 2015-06-05 | 2018-07-10 | 上海大学 | 一种基于融合稀疏表示矩阵的人体动作识别方法 |
| US9972063B2 (en) | 2015-07-30 | 2018-05-15 | International Business Machines Corporation | Pipelined approach to fused kernels for optimization of machine learning workloads on graphical processing units |
| US10380479B2 (en) * | 2015-10-08 | 2019-08-13 | International Business Machines Corporation | Acceleration of convolutional neural network training using stochastic perforation |
| US9904874B2 (en) | 2015-11-05 | 2018-02-27 | Microsoft Technology Licensing, Llc | Hardware-efficient deep convolutional neural networks |
| CN108701210B (zh) | 2016-02-02 | 2021-08-17 | 北京市商汤科技开发有限公司 | 用于cnn网络适配和对象在线追踪的方法和系统 |
| US10181188B2 (en) * | 2016-02-19 | 2019-01-15 | International Business Machines Corporation | Structure-preserving composite model for skin lesion segmentation |
| US10885437B2 (en) | 2016-05-18 | 2021-01-05 | Nec Corporation | Security system using a convolutional neural network with pruned filters |
| CN107330463B (zh) | 2017-06-29 | 2020-12-08 | 南京信息工程大学 | 基于cnn多特征联合和多核稀疏表示的车型识别方法 |
-
2017
- 2017-12-14 US US15/841,480 patent/US10740659B2/en not_active Expired - Fee Related
-
2018
- 2018-12-13 DE DE112018006377.1T patent/DE112018006377T5/de active Pending
- 2018-12-13 JP JP2020530640A patent/JP7179850B2/ja active Active
- 2018-12-13 CN CN201880072812.3A patent/CN111344720A/zh active Pending
- 2018-12-13 GB GB2010475.8A patent/GB2583623A/en not_active Withdrawn
- 2018-12-13 WO PCT/IB2018/059993 patent/WO2019116291A1/en not_active Ceased
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP2021507345A5 (enExample) | ||
| US12386735B2 (en) | Software driven dynamic memory allocation and address mapping for disaggregated memory pool | |
| KR102559581B1 (ko) | 재구성 가능 로직을 포함하는 스토리지 장치 및 상기 스토리지 장치의 동작 방법 | |
| KR102589155B1 (ko) | 메모리 관리 방법 및 장치 | |
| CN104462225B (zh) | 一种数据读取的方法、装置及系统 | |
| CN104657224B (zh) | 一种进程间通信的方法和装置 | |
| CN104679669A (zh) | 高速缓存cache存储器系统及访问缓存行cache line的方法 | |
| CN106776759A (zh) | 分布式文件系统的小文件预读方法及系统 | |
| GR20180100189A (el) | Δικτυο επεξεργασιας δεδομενων με συμπυκνωση ροης για μεταφορα δεδομενων μεσω streaming | |
| WO2020073801A1 (zh) | 一种3d图像处理中数据读写方法及系统、存储介质及终端 | |
| US20150301917A1 (en) | Memory Monitoring Method and Related Apparatus | |
| CN104461698A (zh) | 虚拟磁盘动态挂载的方法、管理装置及分布式存储系统 | |
| CN111259014B (zh) | 一种fpga的单向链表数据存储方法及系统 | |
| CN114138683B (zh) | 主机内存访问方法、装置、电子设备及存储介质 | |
| KR20220067992A (ko) | 선택적 및 병렬적 에러 정정을 수행하는 메모리 컨트롤러, 이를 포함하는 시스템 및 메모리 장치의 동작 방법 | |
| JP6674460B2 (ja) | 不均一メモリアーキテクチャにおける改善されたレイテンシのためのシステムおよび方法 | |
| CN111984204B (zh) | 一种数据读写方法、装置及电子设备和存储介质 | |
| US20220303046A1 (en) | Efficient BIER Forwarding Over Varying BSL Domain Using Header Stitching | |
| US11467973B1 (en) | Fine-grained access memory controller | |
| CN113515234B (zh) | 一种用于控制数据读出到主机的方法及控制器 | |
| WO2016049807A1 (zh) | 多核处理器系统的缓存目录处理方法和目录控制器 | |
| WO2016049808A1 (zh) | 多核处理器系统的缓存目录处理方法和目录控制器 | |
| CN111143258B (zh) | 一种基于Opencl的系统访问FPGA的方法、系统、设备以及介质 | |
| CN115309694A (zh) | 片上集成电路、数据处理装置和方法 | |
| CN107102898B (zh) | 一种基于numa架构的内存管理、构建数据结构的方法及装置 |