Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
xet
Community
1
name
stringlengths
63
80
samples
int64
1
1k
input_dim_w
int64
224
600
input_dim_h
int64
224
600
input_dim_c
int64
3
3
output_dim
int64
10
10
optimizer
stringclasses
2 values
epochs
int64
1
10
batch
int64
1
64
learn_rate
float64
0
0.01
tf_version
stringclasses
1 value
cuda_version
float64
12.2
12.2
batch_time
float64
0.01
190
epoch_time
float64
0.5
484
fit_time
float64
4.71
574
npz_path
stringlengths
46
63
gpu_make
stringclasses
1 value
gpu_name
stringclasses
3 values
gpu_arch
stringclasses
2 values
gpu_cc
float64
6
8
gpu_core_count
int64
3.58k
6.91k
gpu_sm_count
int64
56
108
gpu_memory_size
float64
16
80
gpu_memory_type
stringclasses
2 values
gpu_memory_bw
float64
732
2.04k
gpu_tensor_core_count
int64
0
640
max_memory_util
float64
0
86
avg_memory_util
float64
0
37.9
max_gpu_util
float64
0
100
avg_gpu_util
float64
0
83.1
max_gpu_temp
float64
23
69
avg_gpu_temp
float64
22.1
64
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_3386
10
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
6.62
33.13
66.3
model-npz/DenseNet169_optsgd_s10_e2_b2_lr001_4544.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.01
76
4.78
33
31.59
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_2947
10
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
6.71
33.57
67.17
model-npz/DenseNet169_optsgd_s10_e2_b2_lr0001_6327.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.03
79
5.22
33
31.24
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_1457
10
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
6.68
33.44
66.92
model-npz/DenseNet169_optsgd_s10_e2_b2_lr00001_2719.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.96
79
4.94
33
31.24
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_1921
10
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
11.9
35.74
71.51
model-npz/DenseNet169_optsgd_s10_e2_b4_lr001_2483.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.08
76
10.16
34
31.63
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_1845
10
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
12
36.02
72.07
model-npz/DenseNet169_optsgd_s10_e2_b4_lr0001_3002.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.11
78
10.08
35
32.24
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_1854
10
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
11.81
35.47
70.98
model-npz/DenseNet169_optsgd_s10_e2_b4_lr00001_1765.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.04
76
9.66
35
32.66
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_2941
10
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
18.14
36.3
72.65
model-npz/DenseNet169_optsgd_s10_e2_b8_lr001_7684.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.19
80
10.89
35
32.44
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_2801
10
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
18.1
36.23
72.5
model-npz/DenseNet169_optsgd_s10_e2_b8_lr0001_2030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.27
80
10.67
35
32.45
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_8697
10
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
17.92
35.86
71.76
model-npz/DenseNet169_optsgd_s10_e2_b8_lr00001_3011.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.19
77
10.65
35
32.71
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_1657
10
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
1.42
14.27
71.38
model-npz/DenseNet169_optsgd_s10_e5_b1_lr001_7173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.06
75
5.87
33
32.25
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_9817
10
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
1.42
14.27
71.39
model-npz/DenseNet169_optsgd_s10_e5_b1_lr0001_1619.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.1
75
6.08
33
31.88
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_1106
10
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
1.42
14.25
71.31
model-npz/DenseNet169_optsgd_s10_e5_b1_lr00001_2910.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.21
77
6.46
33
31.89
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_2716
10
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
2.76
13.82
69.16
model-npz/DenseNet169_optsgd_s10_e5_b2_lr001_2607.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.28
75
6.55
33
31.9
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_3128
10
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
2.7
13.53
67.68
model-npz/DenseNet169_optsgd_s10_e5_b2_lr0001_2141.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.16
80
5.97
33
32.08
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_1202
10
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
2.74
13.72
68.65
model-npz/DenseNet169_optsgd_s10_e5_b2_lr00001_1945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.07
78
5.5
33
31.55
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_1245
10
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
4.93
14.81
74.09
model-npz/DenseNet169_optsgd_s10_e5_b4_lr001_1486.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.18
78
10.19
34
31.77
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_1102
10
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
4.88
14.68
73.43
model-npz/DenseNet169_optsgd_s10_e5_b4_lr0001_1851.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.09
79
9.9
35
32.22
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_2234
10
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
4.96
14.92
74.64
model-npz/DenseNet169_optsgd_s10_e5_b4_lr00001_8097.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.95
78
9.58
35
32.32
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_8647
10
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
7.27
14.56
72.87
model-npz/DenseNet169_optsgd_s10_e5_b8_lr001_2158.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.15
79
10.12
35
32.7
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_4608
10
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
7.25
14.53
72.68
model-npz/DenseNet169_optsgd_s10_e5_b8_lr0001_2330.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.4
81
11.27
35
33.02
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_2231
10
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
7.28
14.58
72.97
model-npz/DenseNet169_optsgd_s10_e5_b8_lr00001_6809.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.33
80
10.7
35
33.1
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_2574
10
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.78
7.84
78.47
model-npz/DenseNet169_optsgd_s10_e10_b1_lr001_3280.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.33
80
8.2
34
33.01
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2371
10
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.78
7.89
78.99
model-npz/DenseNet169_optsgd_s10_e10_b1_lr0001_2107.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.18
77
7.74
33
32.27
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_5405
10
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.79
7.91
79.15
model-npz/DenseNet169_optsgd_s10_e10_b1_lr00001_3060.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.2
77
7.8
33
32.05
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_3114
10
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
1.43
7.18
71.87
model-npz/DenseNet169_optsgd_s10_e10_b2_lr001_1377.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.29
79
7.16
33
32.12
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_2083
10
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
1.43
7.18
71.84
model-npz/DenseNet169_optsgd_s10_e10_b2_lr0001_1053.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.27
76
6.84
33
32.14
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_9313
10
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
1.44
7.22
72.28
model-npz/DenseNet169_optsgd_s10_e10_b2_lr00001_1456.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.17
76
6.96
34
32.07
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_1249
10
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
2.49
7.48
74.87
model-npz/DenseNet169_optsgd_s10_e10_b4_lr001_3207.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.33
80
11.38
34
31.88
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_1355
10
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
2.54
7.64
76.46
model-npz/DenseNet169_optsgd_s10_e10_b4_lr0001_2804.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.1
79
10.56
35
32.31
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_2987
10
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
2.5
7.53
75.4
model-npz/DenseNet169_optsgd_s10_e10_b4_lr00001_1636.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.32
78
11.22
35
32.43
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_1495
10
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
3.73
7.49
74.93
model-npz/DenseNet169_optsgd_s10_e10_b8_lr001_9860.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.45
80
11.34
35
32.67
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_1995
10
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
3.71
7.44
74.44
model-npz/DenseNet169_optsgd_s10_e10_b8_lr0001_2901.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.32
78
11.03
35
32.93
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_1280
10
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
3.73
7.47
74.78
model-npz/DenseNet169_optsgd_s10_e10_b8_lr00001_2263.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
2.54
79
11.88
36
33.09
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_4096
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.78
78.02
78.04
model-npz/DenseNet169_optsgd_s100_e1_b1_lr001_3292.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.31
78
7.95
34
32.74
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_2701
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.78
78.84
78.86
model-npz/DenseNet169_optsgd_s100_e1_b1_lr0001_2504.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.26
76
8.19
33
32.01
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_5829
100
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.76
76.46
76.49
model-npz/DenseNet169_optsgd_s100_e1_b1_lr00001_5354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.36
78
8.68
33
31.83
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_5655
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
1.45
72.68
72.71
model-npz/DenseNet169_optsgd_s100_e1_b2_lr001_3145.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.36
78
7.3
33
31.78
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1194
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
1.45
72.68
72.7
model-npz/DenseNet169_optsgd_s100_e1_b2_lr0001_1424.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.26
78
6.96
33
31.79
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_9362
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
1.43
71.94
71.97
model-npz/DenseNet169_optsgd_s100_e1_b2_lr00001_2878.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.21
75
6.79
33
31.84
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_2831
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
2.77
69.33
69.36
model-npz/DenseNet169_optsgd_s100_e1_b4_lr001_3177.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.39
77
6.54
33
31.92
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_3370
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
2.71
67.86
67.89
model-npz/DenseNet169_optsgd_s100_e1_b4_lr0001_2328.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.42
78
6.84
34
32.22
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2857
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
2.72
68.09
68.12
model-npz/DenseNet169_optsgd_s100_e1_b4_lr00001_7708.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.55
78
7.41
33
31.89
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_1813
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
5.64
73.38
73.41
model-npz/DenseNet169_optsgd_s100_e1_b8_lr001_2064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.46
79
11.11
36
32.19
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_2631
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
5.66
73.68
73.71
model-npz/DenseNet169_optsgd_s100_e1_b8_lr0001_3341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.59
82
11.61
37
32.94
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_1560
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
5.7
74.18
74.21
model-npz/DenseNet169_optsgd_s100_e1_b8_lr00001_4609.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.48
80
11.03
37
33.24
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_1233
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
10.69
74.9
74.93
model-npz/DenseNet169_optsgd_s100_e1_b16_lr001_1562.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
2.77
78
11.91
37
33.63
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_2785
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
10.7
74.98
75.01
model-npz/DenseNet169_optsgd_s100_e1_b16_lr0001_1564.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.07
84
12.64
37
34.08
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1448
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
10.57
74.02
74.05
model-npz/DenseNet169_optsgd_s100_e1_b16_lr00001_1550.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
3.39
85
13.88
38
34.37
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_3078
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
19.27
77.13
77.16
model-npz/DenseNet169_optsgd_s100_e1_b32_lr001_9262.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
3.77
99
15.33
39
34.86
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_6645
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
19.14
76.62
76.65
model-npz/DenseNet169_optsgd_s100_e1_b32_lr0001_1628.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
4.26
98
16.28
39
35.47
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_9837
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
19.02
76.13
76.16
model-npz/DenseNet169_optsgd_s100_e1_b32_lr00001_1629.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
3.51
89
14.21
39
35.54
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1291
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
43.73
87.5
87.53
model-npz/DenseNet169_optsgd_s100_e1_b64_lr001_9451.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
7.4
99
25.61
46
37.22
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_7502
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
43.27
86.59
86.62
model-npz/DenseNet169_optsgd_s100_e1_b64_lr0001_2283.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
7.19
100
25.73
46
38.89
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_2775
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
43.23
86.51
86.53
model-npz/DenseNet169_optsgd_s100_e1_b64_lr00001_2864.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
7.16
100
25.24
46
39.23
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_1252
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.46
46.02
92.07
model-npz/DenseNet169_optsgd_s100_e2_b1_lr001_3203.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.44
78
10.79
41
36.48
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_2110
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.46
46.13
92.29
model-npz/DenseNet169_optsgd_s100_e2_b1_lr0001_1863.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.48
79
11.06
34
33.03
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_3446
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.46
46.72
93.48
model-npz/DenseNet169_optsgd_s100_e2_b1_lr00001_1473.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.4
79
10.14
33
32.01
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_1743
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.78
39.43
78.89
model-npz/DenseNet169_optsgd_s100_e2_b2_lr001_2315.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.47
74
9.1
33
31.44
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_8694
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.79
39.75
79.54
model-npz/DenseNet169_optsgd_s100_e2_b2_lr0001_7147.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.44
78
8.49
33
31.36
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1288
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.8
40.1
80.24
model-npz/DenseNet169_optsgd_s100_e2_b2_lr00001_8834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.56
75
8.91
33
32.14
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_6389
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
1.44
36.2
72.44
model-npz/DenseNet169_optsgd_s100_e2_b4_lr001_1439.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.79
78
8.34
33
31.99
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_1575
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
1.45
36.3
72.64
model-npz/DenseNet169_optsgd_s100_e2_b4_lr0001_2706.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.71
74
8.18
34
31.94
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_8205
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
1.45
36.44
72.93
model-npz/DenseNet169_optsgd_s100_e2_b4_lr00001_3089.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.6
77
7.8
34
31.99
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_1114
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
2.96
38.5
77.04
model-npz/DenseNet169_optsgd_s100_e2_b8_lr001_2542.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.84
86
12.65
36
32.46
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2790
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
2.94
38.32
76.68
model-npz/DenseNet169_optsgd_s100_e2_b8_lr0001_2723.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.76
79
12.13
36
33.21
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_9350
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
2.98
38.83
77.7
model-npz/DenseNet169_optsgd_s100_e2_b8_lr00001_3061.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.78
83
12.33
37
33.36
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1391
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
5.46
38.26
76.56
model-npz/DenseNet169_optsgd_s100_e2_b16_lr001_1433.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.58
87
15.01
37
33.65
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1007
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
5.36
37.55
75.14
model-npz/DenseNet169_optsgd_s100_e2_b16_lr0001_8024.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
3.31
78
13.21
38
34.1
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_1429
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
5.39
37.76
75.56
model-npz/DenseNet169_optsgd_s100_e2_b16_lr00001_5145.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.39
84
13.95
38
34.32
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2488
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
9.74
39.01
78.06
model-npz/DenseNet169_optsgd_s100_e2_b32_lr001_3151.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
4.84
98
18.17
39
34.93
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_1889
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
9.74
38.99
78.01
model-npz/DenseNet169_optsgd_s100_e2_b32_lr0001_2360.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
3.89
90
14.94
40
35.19
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_1527
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
9.76
39.07
78.18
model-npz/DenseNet169_optsgd_s100_e2_b32_lr00001_3142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
4.34
98
17.26
40
35.43
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1953
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
21.84
43.72
87.47
model-npz/DenseNet169_optsgd_s100_e2_b64_lr001_6754.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
6.87
99
23.29
45
36.93
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_3092
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
21.77
43.56
87.15
model-npz/DenseNet169_optsgd_s100_e2_b64_lr0001_3256.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
7.62
99
26.1
46
38.62
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_1832
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
21.98
44
88.03
model-npz/DenseNet169_optsgd_s100_e2_b64_lr00001_2370.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
7.2
100
24.75
47
39.27
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2278
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.27
26.86
134.34
model-npz/DenseNet169_optsgd_s100_e5_b1_lr001_2791.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.72
78
15.17
41
35.79
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_9040
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.26
26.63
133.2
model-npz/DenseNet169_optsgd_s100_e5_b1_lr0001_2161.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.71
75
15.63
34
33.06
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_3807
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.26
26.66
133.38
model-npz/DenseNet169_optsgd_s100_e5_b1_lr00001_2906.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.7
74
15.57
33
32.28
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_1645
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.4
20.01
100.11
model-npz/DenseNet169_optsgd_s100_e5_b2_lr001_2792.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.94
77
12.88
33
32.23
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_5428
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.4
20.08
100.48
model-npz/DenseNet169_optsgd_s100_e5_b2_lr0001_3380.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.96
77
12.61
35
32.86
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2020
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.4
20.24
101.23
model-npz/DenseNet169_optsgd_s100_e5_b2_lr00001_3981.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.91
78
13.01
34
32.75
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_3183
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.65
16.44
82.25
model-npz/DenseNet169_optsgd_s100_e5_b4_lr001_5005.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.37
75
10.91
35
32.49
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1822
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.66
16.66
83.34
model-npz/DenseNet169_optsgd_s100_e5_b4_lr0001_2004.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.37
78
11.03
35
32.75
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1310
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.66
16.67
83.4
model-npz/DenseNet169_optsgd_s100_e5_b4_lr00001_4678.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.47
75
11.44
35
32.83
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_8550
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
1.26
16.46
82.37
model-npz/DenseNet169_optsgd_s100_e5_b8_lr001_1187.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
3.37
80
14.2
37
33.26
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_2332
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
1.27
16.55
82.8
model-npz/DenseNet169_optsgd_s100_e5_b8_lr0001_2611.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.68
81
14.92
37
33.78
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_2452
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
1.28
16.65
83.28
model-npz/DenseNet169_optsgd_s100_e5_b8_lr00001_1216.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.39
82
13.98
37
33.91
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_1826
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
2.28
16
80.08
model-npz/DenseNet169_optsgd_s100_e5_b16_lr001_3008.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
4.35
82
15.61
39
34.28
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_2753
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
2.26
15.89
79.5
model-npz/DenseNet169_optsgd_s100_e5_b16_lr0001_2002.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.31
84
15.44
39
34.64
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_1331
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
2.3
16.1
80.57
model-npz/DenseNet169_optsgd_s100_e5_b16_lr00001_1189.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
4.31
79
15.47
39
34.77
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_3283
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
3.99
15.98
79.95
model-npz/DenseNet169_optsgd_s100_e5_b32_lr001_3250.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
5.61
98
18.76
40
35.33
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_8960
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
3.98
15.95
79.83
model-npz/DenseNet169_optsgd_s100_e5_b32_lr0001_2860.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
5.24
93
17.97
41
35.92
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_1072
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
4.1
16.45
82.28
model-npz/DenseNet169_optsgd_s100_e5_b32_lr00001_1111.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
4.97
99
17.53
41
35.97
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_3338
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
8.95
17.92
89.62
model-npz/DenseNet169_optsgd_s100_e5_b64_lr001_2855.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
7.71
99
24.38
46
37.61
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_2610
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
8.95
17.91
89.6
model-npz/DenseNet169_optsgd_s100_e5_b64_lr0001_2482.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
8.82
100
27.62
47
39.71
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2388
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
8.85
17.72
88.63
model-npz/DenseNet169_optsgd_s100_e5_b64_lr00001_7407.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
9.07
100
28.67
47
40.31
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_2562
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.2
20.32
203.25
model-npz/DenseNet169_optsgd_s100_e10_b1_lr001_2643.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.93
76
19.34
42
35.64
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_4950
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.2
20.32
203.31
model-npz/DenseNet169_optsgd_s100_e10_b1_lr0001_1928.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.06
75
19.88
34
32.8
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_2432
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.2
20.49
204.94
model-npz/DenseNet169_optsgd_s100_e10_b1_lr00001_2307.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.27
76
19.63
33
32.55
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_1061
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.26
13.18
131.86
model-npz/DenseNet169_optsgd_s100_e10_b2_lr001_1699.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.47
76
17.11
35
32.9