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Commit 2b780cad authored by harry1080ti's avatar harry1080ti
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added ful script

parent 62b0e3e8
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scaleSim/2021_full_generate.sh 0 → 100644
View file @ 2b780cad
mkdir ../optimization_algo/data_source_2021/
for net in FasterRCNN mobilenet yolo_tiny googlenet alexnet AlphaGoZero ncf_rec resnet_50_v1 squeezenet yolo;
do
echo "====================== Starting"$net
./generate_square_data_set.sh configs/US_sim.cfg ../topologies/square_2021/$net.csv 17280 2
rm ../optimization_algo/data_source_2021/$net_square_mem_bound.csv
touch $net_square_mem_bound.csv
./generate_final_square_csv.sh $net ../optimization_algo/data_source_2021/$net_square_mem_bound.csv 960
tar -czvf ../data_set/$net_square_2021.tar.gz outputs
rm -rf outputs
./clean
done
\ No newline at end of file
topologies/square_2021/AlphaGoZero.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv, 19, 19, 3, 3, 17, 256, 1,
Res_conv1, 19, 19, 3, 3, 256, 256, 1,
Res_conv2, 19, 19, 3, 3, 256, 256, 1,
ValueHead_conv, 19, 19, 1, 1, 256, 1, 1,
ValueHead_FC1, 1, 1, 1, 1, 361, 256, 1,
ValueHead_FC2, 1, 1, 1, 1, 256, 1, 1,
PolicyHead_Conv, 19, 19, 1, 1, 256, 2, 1,
PolidyHead_FC, 1, 1, 1, 1, 722, 362, 1,
topologies/square_2021/FasterRCNN.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv1, 224, 224, 7, 7, 3, 64, 2,
CB2a_1, 56, 56, 1, 1, 64, 64, 1,
CB2a_2, 56, 56, 3, 3, 64, 64, 1,
CB2a_3, 56, 56, 1, 1, 64, 256, 1,
CB2s, 56, 56, 1, 1, 64, 256, 1,
IB2b_1, 56, 56, 1, 1, 256, 64, 1,
IB2b_2, 56, 56, 3, 3, 64, 64, 1,
IB2b_3, 56, 56, 1, 1, 64, 256, 1,
IB2c_1, 56, 56, 1, 1, 256, 64, 1,
IB2c_2, 56, 56, 3, 3, 64, 64, 1,
IB2c_3, 56, 56, 1, 1, 64, 256, 1,
CB3a_1, 56, 56, 1, 1, 256, 128, 2,
CB3a_2, 28, 28, 3, 3, 128, 128, 1,
CB3a_3, 28, 28, 1, 1, 128, 512, 1,
CB3s, 56, 56, 1, 1, 256, 512, 2,
IB3b_1, 28, 28, 1, 1, 512, 128, 1,
IB3b_2, 28, 28, 3, 3, 128, 128, 1,
IB3b_3, 28, 28, 1, 1, 128, 512, 1,
IB3c_1, 28, 28, 1, 1, 512, 128, 1,
IB3c_2, 28, 28, 3, 3, 128, 128, 1,
IB3c_3, 28, 28, 1, 1, 128, 512, 1,
IB3d_1, 28, 28, 1, 1, 512, 128, 1,
IB3d_2, 28, 28, 3, 3, 128, 128, 1,
IB3d_3, 28, 28, 1, 1, 128, 512, 1,
CB4a_1, 28, 28, 1, 1, 512, 256, 2,
CB4a_2, 14, 14, 3, 3, 256, 256, 1,
CB4a_3, 14, 14, 1, 1, 256, 1024, 1,
CB4s, 28, 28, 1, 1, 512, 1024, 2,
IB4b_1, 14, 14, 1, 1, 1024, 256, 1,
IB4b_2, 14, 14, 3, 3, 256, 256, 1,
IB4b_3, 14, 14, 1, 1, 256, 1024, 1,
IB4c_1, 14, 14, 1, 1, 1024, 256, 1,
IB4c_2, 14, 14, 3, 3, 256, 256, 1,
IB4c_3, 14, 14, 1, 1, 256, 1024, 1,
IB4d_1, 14, 14, 1, 1, 1024, 256, 1,
IB4d_2, 14, 14, 3, 3, 256, 256, 1,
IB4d_3, 14, 14, 1, 1, 256, 1024, 1,
IB4e_1, 14, 14, 1, 1, 1024, 256, 1,
IB4e_2, 14, 14, 3, 3, 256, 256, 1,
IB4e_3, 14, 14, 1, 1, 256, 1024, 1,
IB4f_1, 14, 14, 1, 1, 1024, 256, 1,
IB4f_2, 14, 14, 3, 3, 256, 256, 1,
IB4f_3, 14, 14, 1, 1, 256, 1024, 1,
RPN_Conv1, 14, 14, 3, 3, 1024, 512, 1,
RPN_Conv_bbox, 14, 14, 1, 1, 512, 36, 1,
RPN_Conv3_cls, 14, 14, 1, 1, 512, 18, 1,
\ No newline at end of file
topologies/square_2021/alexnet.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv1, 227, 227, 11, 11, 3, 64, 4,
Conv2, 27, 27, 5, 5, 64, 192, 1,
Conv3, 13, 13, 3, 3, 192, 384, 1,
Conv4, 13, 13, 3, 3, 384, 256, 1,
Conv5, 13, 13, 3, 3, 256, 256, 1,
FC6, 6, 6, 6, 6, 256, 4096, 1,
FC7, 1, 4096, 1, 4096, 1, 4096, 1,
FC8, 1, 4096, 1, 4096, 1, 1000, 1,
topologies/square_2021/deepspeech2.csv 0 → 100644
View file @ 2b780cad
Layer, IFMAP Width, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
DeepSpeech_conv1,700,161,41,11,1,32,2,
DeepSpeech_conv2,341,79,21,11,32,32,2,
BatchRNN1,672,2560,1,2560,1,4,1,
BatchRNN2,2560,2560,1,2560,1,4,1,
BatchRNN3,2560,2560,1,2560,1,4,1,
FC,1,2560,1,2560,1,29,1,
topologies/square_2021/googlenet.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv1, 224, 224, 7, 7, 3, 64, 2,
Conv2red, 56, 56, 1, 1, 64, 64, 1,
Conv2, 56, 56, 3, 3, 64, 192, 1,
Inc3a_1x1, 28, 28, 1, 1, 192, 64, 1,
Inc3a_3x3red, 28, 28, 1, 1, 192, 96, 1,
Inc3a_3x3, 28, 28, 3, 3, 96, 128, 1,
Inc3a_5x5red, 28, 28, 1, 1, 192, 16, 1,
Inc3a_5x5, 28, 28, 5, 5, 16, 32, 1,
Inc3a_pp, 28, 28, 1, 1, 192, 32, 1,
Inc3b_1x1, 28, 28, 1, 1, 256, 128, 1,
Inc3b_3x3red, 28, 28, 1, 1, 256, 128, 1,
Inc3b_3x3, 28, 28, 3, 3, 128, 192, 1,
Inc3b_5x5red, 28, 28, 1, 1, 256, 32, 1,
Inc3b_5x5, 28, 28, 5, 5, 32, 96, 1,
Inc3b_pp, 28, 28, 1, 1, 256, 64, 1,
Inc4a_1x1, 14, 14, 1, 1, 480, 192, 1,
Inc4a_3x3red, 14, 14, 1, 1, 480, 96, 1,
Inc4a_3x3, 14, 14, 3, 3, 96, 208, 1,
Inc4a_5x5red, 14, 14, 1, 1, 480, 16, 1,
Inc4a_5x5, 14, 14, 5, 5, 16, 48, 1,
Inc4a_pp, 14, 14, 1, 1, 480, 64, 1,
Inc4b_1x1, 14, 14, 1, 1, 512, 160, 1,
Inc4b_3x3red, 14, 14, 1, 1, 512, 112, 1,
Inc4b_3x3, 14, 14, 3, 3, 112, 224, 1,
Inc4b_5x5red, 14, 14, 1, 1, 512, 24, 1,
Inc4b_5x5, 14, 14, 5, 5, 24, 64, 1,
Inc4b_pp, 14, 14, 1, 1, 512, 64, 1,
Inc4c_1x1, 14, 14, 1, 1, 512, 128, 1,
Inc4c_3x3red, 14, 14, 1, 1, 512, 128, 1,
Inc4c_3x3, 14, 14, 3, 3, 128, 256, 1,
Inc4c_5x5red, 14, 14, 1, 1, 512, 24, 1,
Inc4c_5x5, 14, 14, 1, 1, 24, 64, 1,
Inc4c_pp, 14, 14, 1, 1, 512, 64, 1,
Inc4d_1x1, 14, 14, 1, 1, 512, 112, 1,
Inc4d_3x3red, 14, 14, 1, 1, 512, 144, 1,
Inc4d_3x3, 14, 14, 3, 3, 144, 288, 1,
Inc4d_5x5red, 14, 14, 1, 1, 512, 32, 1,
Inc4d_5x5, 14, 14, 5, 5, 32, 64, 1,
Inc4d_pp, 14, 14, 1, 1, 512, 64, 1,
Inc4e_1x1, 14, 14, 1, 1, 528, 256, 1,
Inc4e_3x3red, 14, 14, 1, 1, 528, 160, 1,
Inc4e_3x3, 14, 14, 3, 3, 160, 320, 1,
Inc4e_5x5red, 14, 14, 1, 1, 528, 32, 1,
Inc4e_5x5, 14, 14, 5, 5, 32, 128, 1,
Inc4e_pp, 14, 14, 1, 1, 528, 128, 1,
Inc5a_1x1, 7, 7, 1, 1, 832, 256, 1,
Inc5a_3x3red, 7, 7, 1, 1, 532, 160, 1,
Inc5a_3x3, 7, 7, 3, 3, 160, 320, 1,
Inc5a_5x5red, 7, 7, 1, 1, 832, 32, 1,
Inc5a_5x5, 7, 7, 5, 5, 32, 128, 1,
Inc5a_pp, 7, 7, 1, 1, 832, 128, 1,
Inc5b_1x1, 7, 7, 1, 1, 832, 384, 1,
Inc5b_3x3red, 7, 7, 1, 1, 832, 192, 1,
Inc5b_3x3, 7, 7, 3, 3, 192, 384, 1,
Inc5b_5x5red, 7, 7, 1, 1, 832, 48, 1,
Inc5b_5x5, 7, 7, 5, 5, 32, 128, 1,
Inc5b_pp, 7, 7, 1, 1, 832, 128, 1,
FC6, 1, 1, 1, 1, 1024, 1000, 1,
\ No newline at end of file
topologies/square_2021/mobilenet.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv1, 224, 224, 3, 3, 3, 32, 2,
Conv2, 112, 112, 3, 3, 32, 1, 1,
Conv3, 112, 112, 1, 1, 32, 64, 1,
Conv4, 112, 112, 3, 3, 64, 1, 2,
Conv5, 56, 56, 1, 1, 64, 128, 1,
Conv6, 56, 56, 3, 3, 128, 1, 1,
Conv7, 56, 56, 1, 1, 128, 128, 1,
Conv8, 56, 56, 3, 3, 128, 1, 2,
Conv9, 28, 28, 1, 1, 128, 256, 1,
Conv10, 28, 28, 3, 3, 256, 1, 1,
Conv11, 28, 28, 1, 1, 256, 256, 1,
Conv12, 28, 28, 3, 3, 256, 1, 2,
Conv13, 14, 14, 1, 1, 256, 512, 1,
Conv14, 14, 14, 3, 3, 512, 1, 1,
Conv15, 14, 14, 1, 1, 512, 512, 1,
Conv16, 14, 14, 3, 3, 512, 1, 1,
Conv17, 14, 14, 1, 1, 512, 512, 1,
Conv18, 14, 14, 3, 3, 512, 1, 1,
Conv19, 14, 14, 1, 1, 512, 512, 1,
Conv20, 14, 14, 3, 3, 512, 1, 1,
Conv21, 14, 14, 1, 1, 512, 512, 1,
Conv22, 14, 14, 3, 3, 512, 1, 1,
Conv23, 14, 14, 1, 1, 512, 512, 1,
Conv24, 14, 14, 3, 3, 512, 1, 2,
Conv25, 7, 7, 1, 1, 512, 1024, 1,
Conv26, 7, 7, 3, 3, 1024, 1, 2,
Conv27, 7, 7, 1, 1, 1024, 1024, 1,
\ No newline at end of file
topologies/square_2021/ncf_rec.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
MF_Embedding_user, 1, 1, 1, 1, 138000, 8, 1,
MF_Embedding_item, 1, 1, 1, 1, 138000, 8, 1,
MLP_Embedding_user, 1, 1, 1, 1, 138000, 32, 1,
MLP_Embedding_item, 1, 1, 1, 1, 138000, 32, 1,
MLP_FC1, 1, 1, 1, 1, 64, 32, 1,
MLP_FC2, 1, 1, 1, 1, 32, 16, 1,
MLP_FC3, 1, 1, 1, 1, 16, 8, 1,
Predict_FC, 1, 1, 1, 1, 16, 1, 1,
topologies/square_2021/resnet_50_v1.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv1, 224, 224, 7, 7, 3, 64, 2,
CB2a_1, 56, 56, 1, 1, 64, 64, 1,
CB2a_2, 56, 56, 3, 3, 64, 64, 1,
CB2a_3, 56, 56, 1, 1, 64, 256, 1,
CB2s, 56, 56, 1, 1, 64, 256, 1,
IB2b_1, 56, 56, 1, 1, 256, 64, 1,
IB2b_2, 56, 56, 3, 3, 64, 64, 1,
IB2b_3, 56, 56, 1, 1, 64, 256, 1,
IB2c_1, 56, 56, 1, 1, 256, 64, 1,
IB2c_2, 56, 56, 3, 3, 64, 64, 1,
IB2c_3, 56, 56, 1, 1, 64, 256, 1,
CB3a_1, 56, 56, 1, 1, 256, 128, 2,
CB3a_2, 28, 28, 3, 3, 128, 128, 1,
CB3a_3, 28, 28, 1, 1, 128, 512, 1,
CB3s, 56, 56, 1, 1, 256, 512, 2,
IB3b_1, 28, 28, 1, 1, 512, 128, 1,
IB3b_2, 28, 28, 3, 3, 128, 128, 1,
IB3b_3, 28, 28, 1, 1, 128, 512, 1,
IB3c_1, 28, 28, 1, 1, 512, 128, 1,
IB3c_2, 28, 28, 3, 3, 128, 128, 1,
IB3c_3, 28, 28, 1, 1, 128, 512, 1,
IB3d_1, 28, 28, 1, 1, 512, 128, 1,
IB3d_2, 28, 28, 3, 3, 128, 128, 1,
IB3d_3, 28, 28, 1, 1, 128, 512, 1,
CB4a_1, 28, 28, 1, 1, 512, 256, 2,
CB4a_2, 14, 14, 3, 3, 256, 256, 1,
CB4a_3, 14, 14, 1, 1, 256, 1024, 1,
CB4s, 28, 28, 1, 1, 512, 1024, 2,
IB4b_1, 14, 14, 1, 1, 1024, 256, 1,
IB4b_2, 14, 14, 3, 3, 256, 256, 1,
IB4b_3, 14, 14, 1, 1, 256, 1024, 1,
IB4c_1, 14, 14, 1, 1, 1024, 256, 1,
IB4c_2, 14, 14, 3, 3, 256, 256, 1,
IB4c_3, 14, 14, 1, 1, 256, 1024, 1,
IB4d_1, 14, 14, 1, 1, 1024, 256, 1,
IB4d_2, 14, 14, 3, 3, 256, 256, 1,
IB4d_3, 14, 14, 1, 1, 256, 1024, 1,
IB4e_1, 14, 14, 1, 1, 1024, 256, 1,
IB4e_2, 14, 14, 3, 3, 256, 256, 1,
IB4e_3, 14, 14, 1, 1, 256, 1024, 1,
IB4f_1, 14, 14, 1, 1, 1024, 256, 1,
IB4f_2, 14, 14, 3, 3, 256, 256, 1,
IB4f_3, 14, 14, 1, 1, 256, 1024, 1,
CB5a_1, 14, 14, 1, 1, 1024, 512, 2,
CB5a_2, 7, 7, 3, 3, 512, 512, 1,
CB5a_3, 7, 7, 1, 1, 512, 2048, 1,
CB5s, 14, 14, 1, 1, 1024, 2048, 2,
IB5b_1, 7, 7, 1, 1, 2048, 512, 1,
IB5b_2, 7, 7, 3, 3, 512, 512, 1,
IB5b_3, 7, 7, 1, 1, 512, 2048, 1,
IB5c_1, 7, 7, 1, 1, 2048, 512, 1,
IB5c_2, 7, 7, 3, 3, 512, 512, 1,
IB5c_3, 7, 7, 1, 1, 512, 2048, 1,
FC6, 1, 1, 1, 1, 2048, 1000, 1,
\ No newline at end of file
topologies/square_2021/sentimental_seqLSTM_short.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Embedding_layer, 1, 256, 1, 1, 30000, 1, 1,
FC1, 1, 1, 1, 1, 256, 1024, 1,
LSTM1_igate_h, 1, 1, 1, 1, 1024, 1024, 1,
LSTM1_ptwise1, 1, 1, 1, 1, 1024, 1, 1,
FC2, 1, 1, 1, 1, 2048, 1024, 1,
LSTM2_igate_h, 1, 1, 1, 1, 1024, 1024, 1,
LSTM2_ptwise1, 1, 1, 1, 1, 1024, 1, 1,
FC3, 1, 1, 1, 1, 2, 2, 1,
topologies/square_2021/squeezenet.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv1,227,227,7,7,3,96,2,
Fire2_sq1,55,55,1,1,96,16,1,
Fire2_ex1,55,55,1,1,16,64,1,
Fire2_ex3,55,55,3,3,16,64,1,
Fire3_sq1,55,55,1,1,128,16,1,
Fire3_ex1,55,55,1,1,16,64,1,
Fire3_ex3,55,55,3,3,16,64,1,
Fire4_sq1,55,55,1,1,128,32,1,
Fire4_ex1,55,55,1,1,32,128,1,
Fire4_ex3,55,55,3,3,32,128,1,
Fire5_sq1,27,27,1,1,256,32,1,
Fire5_ex1,27,27,1,1,32,128,1,
Fire5_ex3,27,27,3,3,32,128,1,
Fire6_sq1,27,27,1,1,256,48,1,
Fire6_ex1,27,27,1,1,48,192,1,
Fire6_ex3,27,27,3,3,48,192,1,
Fire7_sq1,27,27,1,1,384,48,1,
Fire7_ex1,27,27,1,1,48,192,1,
Fire7_ex3,27,27,3,3,48,192,1,
Fire8_sq1,27,27,1,1,384,64,1,
Fire8_ex1,27,27,1,1,64,256,1,
Fire8_ex3,27,27,3,3,64,256,1,
Fire9_sq1,13,13,1,1,512,64,1,
Fire9_ex1,13,13,1,1,64,256,1,
Fire9_ex3,13,13,3,3,64,256,1,
Conv10,13,13,1,1,512,1000,1,
topologies/square_2021/yolo.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv1, 1080, 1920, 3, 3, 3, 32, 1,
Conv2, 541, 961, 3, 3, 32, 64, 1,
Conv3, 271, 481, 3, 3, 64, 128, 1,
Conv4, 269, 479, 1, 1, 128, 64, 1,
Conv5, 271, 481, 3, 3, 64, 128, 1,
Conv6, 136, 241, 3, 3, 128, 256, 1,
Conv7, 134, 239, 1, 1, 256, 128, 1,
Conv8, 136, 241, 3, 3, 128, 256, 1,
Conv9, 69, 121, 3, 3, 256, 512, 1,
Conv10, 67, 119, 1, 1, 512, 256, 1,
Conv11, 69, 121, 3, 3, 256, 512, 1,
Conv12, 67, 119, 1, 1, 512, 256, 1,
Conv13, 69, 121, 3, 3, 256, 512, 1,
Conv14, 35, 61, 3, 3, 512, 1024, 1,
Conv15, 33, 59, 1, 1, 1024, 512, 1,
Conv16, 35, 61, 3, 3, 512, 1024, 1,
Conv17, 33, 59, 1, 1, 1024, 512, 1,
Conv18, 35, 61, 3, 3, 512, 1024, 1,
Conv19, 35, 61, 3, 3, 1024, 1024, 1,
Conv20, 35, 61, 3, 3, 1024, 1024, 1,
Conv21, 35, 61, 3, 3, 3072, 1024, 1,
Conv22, 33, 59, 1, 1, 1024, 425, 1,
\ No newline at end of file
topologies/square_2021/yolo_tiny.csv 0 → 100644
View file @ 2b780cad
Layer name, IFMAP Height, IFMAP Width, Filter Height, Filter Width, Channels, Num Filter, Strides,
Conv1, 416, 416, 3, 3, 3, 16, 1,
Conv2, 207, 207, 3, 3, 16, 32, 1,
Conv3, 103, 103, 3, 3, 32, 64, 1,
Conv4, 52, 52, 3, 3, 64, 128, 1,
Conv5, 26, 26, 3, 3, 128, 256, 1,
Conv6, 13, 13, 3, 3, 256, 512, 1,
Conv7, 11, 11, 3, 3, 512, 1024, 1,
Conv8, 9, 9, 3, 3, 1024, 1024, 1,
Conv9, 7, 7, 1, 1, 1024, 125, 1,
\ No newline at end of file
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