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NAMVH_log.txt
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NAMVH_log.txt
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NAMVH_DNN on ESP_GAME:
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 1 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 1 iter done
Elapsed time is 0.099408 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 1 iter done
A_step, 1 iter done
C_step, 1 iter done
V_step, 1 iter done
Z_step, 1 iter done
iter=1, obj=65500927.108064
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 2 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 2 iter done
Elapsed time is 0.102218 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 2 iter done
A_step, 2 iter done
C_step, 2 iter done
V_step, 2 iter done
Z_step, 2 iter done
iter=2, obj=62675586.433325
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 3 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 3 iter done
Elapsed time is 0.078378 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 3 iter done
A_step, 3 iter done
C_step, 3 iter done
V_step, 3 iter done
Z_step, 3 iter done
iter=3, obj=61271561.809412
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 4 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 4 iter done
Elapsed time is 0.112061 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 4 iter done
A_step, 4 iter done
C_step, 4 iter done
V_step, 4 iter done
Z_step, 4 iter done
iter=4, obj=60652391.882019
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 5 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 5 iter done
Elapsed time is 0.088157 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 5 iter done
A_step, 5 iter done
C_step, 5 iter done
V_step, 5 iter done
Z_step, 5 iter done
iter=5, obj=60271751.026601
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 6 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 6 iter done
Elapsed time is 0.092830 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 6 iter done
A_step, 6 iter done
C_step, 6 iter done
V_step, 6 iter done
Z_step, 6 iter done
iter=6, obj=59992858.279937
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 7 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 7 iter done
Elapsed time is 0.094459 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 7 iter done
A_step, 7 iter done
C_step, 7 iter done
V_step, 7 iter done
Z_step, 7 iter done
iter=7, obj=59759073.312503
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 8 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 8 iter done
Elapsed time is 0.100780 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 8 iter done
A_step, 8 iter done
C_step, 8 iter done
V_step, 8 iter done
Z_step, 8 iter done
iter=8, obj=59558752.269471
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 9 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 9 iter done
Elapsed time is 0.116536 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 9 iter done
A_step, 9 iter done
C_step, 9 iter done
V_step, 9 iter done
Z_step, 9 iter done
iter=9, obj=59408006.056684
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 10 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 10 iter done
Elapsed time is 0.073074 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 10 iter done
A_step, 10 iter done
C_step, 10 iter done
V_step, 10 iter done
Z_step, 10 iter done
iter=10, obj=59305349.825316
Elapsed time is 0.020498 seconds.
Cleared 0 solvers and 1 stand-alone nets
Test Forward DNN done.
Test sort done.
Elapsed time is 0.030928 seconds.
Cleared 0 solvers and 1 stand-alone nets
Test Forward DNN done.
Test sort done.
500...1000...
500...1000...
Cleared 0 solvers and 0 stand-alone nets
opts =
data_name: 'ESP_GAME'
net_name: 'DNN'
A_nnz: 1
K: 8
lambda: 10
lambda2: 10
max_iter: 10
n_cluster: 256
s: [1x1 struct]
data_path: './data/'
models_path: './results/solvers'
save_path: './results/models'
NAMVH_DNN on ESP_GAME:
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 1 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 1 iter done
Elapsed time is 0.112732 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 1 iter done
A_step, 1 iter done
C_step, 1 iter done
V_step, 1 iter done
Z_step, 1 iter done
iter=1, obj=56485831.191352
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 2 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 2 iter done
Elapsed time is 0.076073 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 2 iter done
A_step, 2 iter done
C_step, 2 iter done
V_step, 2 iter done
Z_step, 2 iter done
iter=2, obj=53466973.247252
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 3 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 3 iter done
Elapsed time is 0.078025 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 3 iter done
A_step, 3 iter done
C_step, 3 iter done
V_step, 3 iter done
Z_step, 3 iter done
iter=3, obj=52363151.535744
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 4 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 4 iter done
Elapsed time is 0.107005 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 4 iter done
A_step, 4 iter done
C_step, 4 iter done
V_step, 4 iter done
Z_step, 4 iter done
iter=4, obj=51811015.037516
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 5 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 5 iter done
Elapsed time is 0.086881 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 5 iter done
A_step, 5 iter done
C_step, 5 iter done
V_step, 5 iter done
Z_step, 5 iter done
iter=5, obj=51500122.653220
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 6 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 6 iter done
Elapsed time is 0.125256 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 6 iter done
A_step, 6 iter done
C_step, 6 iter done
V_step, 6 iter done
Z_step, 6 iter done
iter=6, obj=51354959.627952
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 7 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 7 iter done
Elapsed time is 0.111500 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 7 iter done
A_step, 7 iter done
C_step, 7 iter done
V_step, 7 iter done
Z_step, 7 iter done
iter=7, obj=51286989.520120
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 8 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 8 iter done
Elapsed time is 0.082635 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 8 iter done
A_step, 8 iter done
C_step, 8 iter done
V_step, 8 iter done
Z_step, 8 iter done
iter=8, obj=51259416.977496
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 9 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 9 iter done
Elapsed time is 0.068784 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 9 iter done
A_step, 9 iter done
C_step, 9 iter done
V_step, 9 iter done
Z_step, 9 iter done
iter=9, obj=51238756.880453
Warning: replacing existing file ./data//ESP_GAME_train_DNN_8.h5
HDF5 ESP_GAME_train_DNN_8.h5
Group '/'
Dataset 'data'
Size: 1x1x512x19768
MaxSize: 1x1x512xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 1x1x512x1000
Filters: deflate(5)
FillValue: 0.000000
Dataset 'label'
Size: 8x19768
MaxSize: 8xInf
Datatype: H5T_IEEE_F32LE (single)
ChunkSize: 8x1000
Filters: deflate(5)
FillValue: 0.000000
HDF5 filename listed in ./data//ESP_GAME_trainlist_DNN_8.txt
HDF5 train files gre. 10 itr done
Cleared 1 solvers and 0 stand-alone nets
Train DNN. 10 iter done
Elapsed time is 0.080404 seconds.
Cleared 0 solvers and 1 stand-alone nets
Forward DNN. 10 iter done
A_step, 10 iter done
C_step, 10 iter done
V_step, 10 iter done
Z_step, 10 iter done
iter=10, obj=51224413.127847
Elapsed time is 0.062544 seconds.
Cleared 0 solvers and 1 stand-alone nets
Test Forward DNN done.
Test sort done.
Elapsed time is 0.044762 seconds.
Cleared 0 solvers and 1 stand-alone nets
Test Forward DNN done.
Test sort done.
500...1000...
500...1000...
Cleared 0 solvers and 0 stand-alone nets
opts =
data_name: 'ESP_GAME'
net_name: 'DNN'
A_nnz: 10
K: 8
lambda: 10
lambda2: 10
max_iter: 10
n_cluster: 256
s: [1x1 struct]
data_path: './data/'
models_path: './results/solvers'
save_path: './results/models'
maps =
0.4822 0.5045
0.5208 0.5599