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1D Assignment
创建日期：2024-04-06 16:45:15
标签： 1D
hierarchical mesh network

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Question 1: Assume a Weight Stationary (WS) dataflow for 1D convolution, where the filter
size is 6, input fmap size is 12 and stride is 1.
a) Show a corresponding loop nest of this WS dataflow.
b) Show space-time reference patterns of this WS dataflow for input activations, filter weights,
and output fmap psums, separately.
Question 2: Assume a Output Stationary (OS) dataflow for 1D convolution, where the filter size is
6, input fmap size is 12 and stride is 1.
a) Show a corresponding loop nest of this OS dataflow.
b) Show space-time reference patterns of this OS dataflow for input activations, filter weights,
and output fmap psums, separately.
Question 3: Assume a Weight (WS) dataflow for 1D convolution, where the filter size is 12, input
fmap size is 23 and stride is 1.
a) Show a tiled loop nest of this WS dataflow where the number of tiles for weights is 4 (i.e., size
of each tile would be 3).
b) Show a tiled loop nest of this WS dataflow where the number of tiles for output activations is 3
(i.e., size of each tile would be 4).
Question 4: Assume a 2D Convolution to be performed as Row Stationary (RS) dataflow in a
Processing Element Array of 3x3 (i.e., 3 rows of PEs, wehere there are 3 PE per row). The filter
size is 3x3, and input feature map size is 4x4.
a) Show graphically, how this 2D convolution would map on the given PE Array (i.e., show which
row of filters and which row of input fmap values would map to which PE, and which output
fmap rows would be produced by accumulation of which psums).
b) What should be the size of local register file for each PE to maximize filter weight reuse, and
input activations?
Question 5: Assume we want to build a hierarchical mesh network whose source, router and
destination clusters are shown, below.
a) Show the corresponding connections needed to have a mesh network between source and
router clusters, and all-to-all network between router and destination clusters.
b) Show the active connections when source 1 (S1) broadcasts to all destinations (i.e., destinations
from D1 to D8).
Source Cluster 1 Source Cluster 2
Destination Cluster 1 Destination Cluster 2
router Cluster 1 router Cluster 2

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关键词一 关键词二 关键词三 关键词四 关键词五 和法规和的发更好的风格和 ECON 615 FINC 612 CSC148 COMP 639 ACCT 203 ACCT 211 PSYC 101 MTH2009 COMP52315 PSYCO 432 statistics MATH4063 11 xxx 1 MA1MSP MAST30028 MATH3888 CS341 EEE30002 ES2F5 MCD4160 CC0933 ECON 1101 MCHM3001 CHEM3118 COMMGMT 2511 COMP41280 STAT 631 24T1 IRE379 SENG365 ECON433 FIT3139 MATH4602 LING5621M FINS5516 ECON3208 MN2177 L2 SM EEET1415 Finance DS4023 COMP3004 7CCSMRTS K1S5B6 Stat230 CSCI4211 CSI2132 ECON30130 MAS6100 ENVS222 COM2107 INFO1112 STAT 4004 FIT2100 comp2022 COMP4691 Physics 307 Econ 659 probability CSCI316 fir29 CSCI203 COMP3160 COMP6714 INFO1113 Physics 7B Physics Photonics S203031 STAT2005 COMP90015 CSCI 2110 CSCC46 Information CSC477 COMP4650 Statistical COMP 346 COMP1017 ELEC340 MATH1007 Programming function STAT 244 CS 134 Java cse13s Math 108A FW20 ECON3389 CSE 130 Science 331 COMP9020 engineering COSC 445 CSE 5523 GAME2012 visualization MATH 235 Math 370 CSC343 COGS 108 EE524 COMP10200 STAT 416 3FK4 MSCI 311 ECON6113 ACC40700 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