CN108053034B - 模型参数处理方法、装置、电子设备及存储介质 - Google Patents
模型参数处理方法、装置、电子设备及存储介质 Download PDFInfo
- Publication number
- CN108053034B CN108053034B CN201810001153.6A CN201810001153A CN108053034B CN 108053034 B CN108053034 B CN 108053034B CN 201810001153 A CN201810001153 A CN 201810001153A CN 108053034 B CN108053034 B CN 108053034B
- Authority
- CN
- China
- Prior art keywords
- parameter
- model
- compressed
- compression
- strategy
- 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.)
- Active
Links
- 238000003672 processing method Methods 0.000 title abstract description 12
- 238000007906 compression Methods 0.000 claims abstract description 90
- 230000006835 compression Effects 0.000 claims abstract description 86
- 238000000034 method Methods 0.000 claims abstract description 35
- 230000006870 function Effects 0.000 claims description 32
- 238000013507 mapping Methods 0.000 claims description 23
- 238000012545 processing Methods 0.000 claims description 20
- 230000006837 decompression Effects 0.000 claims description 7
- 238000004590 computer program Methods 0.000 claims description 6
- 238000000638 solvent extraction Methods 0.000 claims 3
- 238000010801 machine learning Methods 0.000 description 22
- 238000010586 diagram Methods 0.000 description 7
- 230000008569 process Effects 0.000 description 6
- 230000009471 action Effects 0.000 description 3
- 238000013473 artificial intelligence Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- 238000012549 training Methods 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000000903 blocking effect Effects 0.000 description 1
- 238000004891 communication Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000013138 pruning Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physics & Mathematics (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Artificial Intelligence (AREA)
- Compression, Expansion, Code Conversion, And Decoders (AREA)
Abstract
Description
Claims (9)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810001153.6A CN108053034B (zh) | 2018-01-02 | 2018-01-02 | 模型参数处理方法、装置、电子设备及存储介质 |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201810001153.6A CN108053034B (zh) | 2018-01-02 | 2018-01-02 | 模型参数处理方法、装置、电子设备及存储介质 |
Publications (2)
Publication Number | Publication Date |
---|---|
CN108053034A CN108053034A (zh) | 2018-05-18 |
CN108053034B true CN108053034B (zh) | 2020-10-16 |
Family
ID=62126179
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201810001153.6A Active CN108053034B (zh) | 2018-01-02 | 2018-01-02 | 模型参数处理方法、装置、电子设备及存储介质 |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108053034B (zh) |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112035401A (zh) * | 2019-06-03 | 2020-12-04 | 北京京东尚科信息技术有限公司 | 模型数据处理方法、装置、电子设备及可读介质 |
CN110991643B (zh) * | 2019-12-25 | 2024-01-30 | 北京奇艺世纪科技有限公司 | 一种模型部署方法、装置、电子设备及存储介质 |
CN111680799B (zh) * | 2020-04-08 | 2024-02-20 | 北京字节跳动网络技术有限公司 | 用于处理模型参数的方法和装置 |
EP3945471A1 (en) | 2020-07-28 | 2022-02-02 | Siemens Aktiengesellschaft | Method for automated determination of a model compression technique for compression of an artificial intelligence-based model |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105763855A (zh) * | 2016-04-22 | 2016-07-13 | 微景天下(北京)科技有限公司 | 图像传输***和图像传输方法 |
CN106485316A (zh) * | 2016-10-31 | 2017-03-08 | 北京百度网讯科技有限公司 | 神经网络模型压缩方法以及装置 |
CN106936439A (zh) * | 2016-09-20 | 2017-07-07 | 南开大学 | 一种通用的基于分块排序思想的压缩预处理方法及应用 |
CN107341763A (zh) * | 2017-06-30 | 2017-11-10 | 北京金山安全软件有限公司 | 一种图像处理方法、装置、电子设备及存储介质 |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8503536B2 (en) * | 2006-04-07 | 2013-08-06 | Microsoft Corporation | Quantization adjustments for DC shift artifacts |
US8565531B2 (en) * | 2009-10-09 | 2013-10-22 | Xerox Corporation | Edge detection for mixed raster content (MRC) images for improved compression and image quality |
-
2018
- 2018-01-02 CN CN201810001153.6A patent/CN108053034B/zh active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN105763855A (zh) * | 2016-04-22 | 2016-07-13 | 微景天下(北京)科技有限公司 | 图像传输***和图像传输方法 |
CN106936439A (zh) * | 2016-09-20 | 2017-07-07 | 南开大学 | 一种通用的基于分块排序思想的压缩预处理方法及应用 |
CN106485316A (zh) * | 2016-10-31 | 2017-03-08 | 北京百度网讯科技有限公司 | 神经网络模型压缩方法以及装置 |
CN107341763A (zh) * | 2017-06-30 | 2017-11-10 | 北京金山安全软件有限公司 | 一种图像处理方法、装置、电子设备及存储介质 |
Non-Patent Citations (1)
Title |
---|
利用纹理信息的图像分块自适应压缩感知;王蓉芳等;《电子学报》;20130831;第1506-1514页 * |
Also Published As
Publication number | Publication date |
---|---|
CN108053034A (zh) | 2018-05-18 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN108053034B (zh) | 模型参数处理方法、装置、电子设备及存储介质 | |
CN109409518B (zh) | 神经网络模型处理方法、装置及终端 | |
KR20210129031A (ko) | 모델 압축 방법, 이미지 처리 방법 및 장치 | |
CN112003625A (zh) | 一种霍夫曼编码方法、***及设备 | |
CN110175641B (zh) | 图像识别方法、装置、设备和存储介质 | |
CN107888197B (zh) | 一种数据压缩方法和装置 | |
CN102246165A (zh) | 利用压缩梯度直方图来代表和标识特征描述符的方法和装置 | |
CN116506073B (zh) | 一种工业计算机平台数据快速传输方法及*** | |
CN111181569A (zh) | 一种时序数据的压缩方法、装置以及设备 | |
CN111898751B (zh) | 一种数据处理的方法、***、设备及可读存储介质 | |
CN111491169B (zh) | 一种数字图像压缩方法、装置、设备、介质 | |
CN110769263A (zh) | 一种图像压缩方法、装置及终端设备 | |
CN113852379A (zh) | 一种数据编码方法、***、设备及计算机可读存储介质 | |
CN111353514A (zh) | 模型训练方法、图像识别方法、装置及终端设备 | |
CN113542225A (zh) | 一种数据的压缩方法、装置、终端设备及存储介质 | |
CN109981108B (zh) | 数据压缩方法、解压缩方法、装置及设备 | |
CN117095685A (zh) | 一种联发科平台终端设备及其控制方法 | |
US20220075437A1 (en) | Electronic apparatus and control method thereof | |
CN115034375A (zh) | 数据处理方法及装置、神经网络模型、设备、介质 | |
CN107783990B (zh) | 一种数据压缩方法及终端 | |
CN115545943A (zh) | 一种图谱的处理方法、装置及设备 | |
CN116431585A (zh) | 文件的压缩方法及其装置、文件的解压方法及其装置 | |
CN114926706A (zh) | 数据处理方法、装置及设备 | |
CN113641643A (zh) | 文件写入方法及装置 | |
CN111242195B (zh) | 模型、保险风控模型训练方法、装置及电子设备 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20240507 Address after: Room 403, Unit 1, Building 19, No. 2 Zhenzhu South Road, Pukou District, Nanjing City, Jiangsu Province, 210000 Patentee after: Chen Hua Country or region after: China Patentee after: Chen Xiang Address before: 11 / F, building B1, software industry phase 4.1, No.1, Software Park East Road, Donghu New Technology Development Zone, Wuhan City, Hubei Province, 430000 Patentee before: WUHAN DOUYU NETWORK TECHNOLOGY Co.,Ltd. Country or region before: China |
|
TR01 | Transfer of patent right |
Effective date of registration: 20240717 Address after: 200131 building C, No. 888, Huanhu West 2nd Road, Lingang New District, China (Shanghai) pilot Free Trade Zone, Pudong New Area, Shanghai Patentee after: Shanghai Chun Kui Information Technology Co.,Ltd. Country or region after: China Address before: Room 403, Unit 1, Building 19, No. 2 Zhenzhu South Road, Pukou District, Nanjing City, Jiangsu Province, 210000 Patentee before: Chen Hua Country or region before: China Patentee before: Chen Xiang |