Datasets:

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80
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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
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_2057
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.58
5.85
11.73
model-npz/VGG19_optadam_s10_e2_b1_lr0001_1520.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
1.03
100
5.08
46
44.14
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_8350
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.57
5.76
11.56
model-npz/VGG19_optadam_s10_e2_b1_lr00001_5415.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
1.91
100
7.18
47
42.97
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_1035
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.23
6.16
12.34
model-npz/VGG19_optadam_s10_e2_b2_lr001_8041.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
4.03
100
17
47
43.6
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_9974
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.22
6.11
12.24
model-npz/VGG19_optadam_s10_e2_b2_lr0001_3377.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
3.43
100
16.6
47
43.49
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_2136
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.22
6.1
12.22
model-npz/VGG19_optadam_s10_e2_b2_lr00001_1945.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.09
100
15.43
45
42.57
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1416
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
2.51
7.55
15.13
model-npz/VGG19_optadam_s10_e2_b4_lr001_1475.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.72
100
23.43
49
43.9
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1555
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
2.49
7.47
14.97
model-npz/VGG19_optadam_s10_e2_b4_lr0001_8263.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6.65
100
27
50
44.52
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1747
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
2.49
7.5
15.03
model-npz/VGG19_optadam_s10_e2_b4_lr00001_3870.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
5.35
100
23.14
50
44.79
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2753
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
4.02
8.06
16.16
model-npz/VGG19_optadam_s10_e2_b8_lr001_6419.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
7.05
100
26.19
51
45.95
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_3378
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
4
8.01
16.06
model-npz/VGG19_optadam_s10_e2_b8_lr0001_5041.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
6.95
100
28.21
51
46.07
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_1016
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
4.05
8.12
16.27
model-npz/VGG19_optadam_s10_e2_b8_lr00001_9571.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.74
100
26.57
52
46.48
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_4293
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.24
2.44
12.23
model-npz/VGG19_optadam_s10_e5_b1_lr001_5316.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
3.24
100
10.29
49
44.62
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_3622
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.23
2.33
11.69
model-npz/VGG19_optadam_s10_e5_b1_lr0001_2322.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
5.79
100
15.85
48
44.48
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2396
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.23
2.35
11.8
model-npz/VGG19_optadam_s10_e5_b1_lr00001_2285.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
3.59
100
11.06
49
44.21
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_3667
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.5
2.5
12.52
model-npz/VGG19_optadam_s10_e5_b2_lr001_1348.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
4.97
100
18.75
48
43.58
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1089
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.5
2.5
12.52
model-npz/VGG19_optadam_s10_e5_b2_lr0001_4438.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
4.83
100
19.17
49
43.72
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_3229
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.5
2.51
12.57
model-npz/VGG19_optadam_s10_e5_b2_lr00001_1813.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
5.76
100
20.32
49
43.94
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2071
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.01
3.04
15.26
model-npz/VGG19_optadam_s10_e5_b4_lr001_2462.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
6.9
100
28.83
49
43.76
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_9161
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.02
3.06
15.34
model-npz/VGG19_optadam_s10_e5_b4_lr0001_1986.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
6.88
100
26.98
51
44.9
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_3786
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.03
3.1
15.56
model-npz/VGG19_optadam_s10_e5_b4_lr00001_1859.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
6.56
100
27.12
51
45.41
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_4203
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.6
3.21
16.11
model-npz/VGG19_optadam_s10_e5_b8_lr001_2151.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
8.26
100
29.79
51
46.29
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_6006
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.62
3.25
16.29
model-npz/VGG19_optadam_s10_e5_b8_lr0001_5804.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
7.21
99
27.56
53
47.05
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_3302
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
1.63
3.27
16.4
model-npz/VGG19_optadam_s10_e5_b8_lr00001_8799.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
7.62
100
28.98
52
46.95
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_1316
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.13
1.26
12.67
model-npz/VGG19_optadam_s10_e10_b1_lr001_1971.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
5.27
100
15.41
51
46
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_2666
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.13
1.27
12.78
model-npz/VGG19_optadam_s10_e10_b1_lr0001_7493.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
5.86
100
18.39
50
45.28
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_2897
10
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.12
1.25
12.55
model-npz/VGG19_optadam_s10_e10_b1_lr00001_1203.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
4.5
100
12.31
51
44.89
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_2438
10
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.28
1.41
14.09
model-npz/VGG19_optadam_s10_e10_b2_lr001_1312.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
5.03
100
18.25
50
44.94
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_1482
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.26
1.3
13.04
model-npz/VGG19_optadam_s10_e10_b2_lr0001_2867.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
5.86
100
19.49
50
44.11
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_3264
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.26
1.31
13.19
model-npz/VGG19_optadam_s10_e10_b2_lr00001_1907.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
4.84
100
18.62
50
44.35
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2216
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.52
1.57
15.72
model-npz/VGG19_optadam_s10_e10_b4_lr001_2972.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
8.44
100
29.49
50
45.05
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_3169
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.53
1.59
15.95
model-npz/VGG19_optadam_s10_e10_b4_lr0001_1301.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
6.16
100
22.6
52
45.77
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_2036
10
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.52
1.56
15.68
model-npz/VGG19_optadam_s10_e10_b4_lr00001_2808.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
6.74
100
24.52
52
46.33
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_2908
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.83
1.66
16.66
model-npz/VGG19_optadam_s10_e10_b8_lr001_1688.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.47
100
32.44
52
47.09
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1035
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.82
1.65
16.51
model-npz/VGG19_optadam_s10_e10_b8_lr0001_2791.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
7.6
100
30.56
53
47.44
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_1390
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.82
1.65
16.53
model-npz/VGG19_optadam_s10_e10_b8_lr00001_8429.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
7.6
100
29.72
53
47.86
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_2719
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.12
12.44
12.46
model-npz/VGG19_optadam_s100_e1_b1_lr001_1681.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
4.57
100
15.26
51
46.6
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_8045
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.12
12.36
12.4
model-npz/VGG19_optadam_s100_e1_b1_lr0001_1241.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.56
100
18.11
51
45.86
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_1150
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.12
12.34
12.38
model-npz/VGG19_optadam_s100_e1_b1_lr00001_1379.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.64
100
18.11
51
45.44
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_2826
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.25
12.78
12.82
model-npz/VGG19_optadam_s100_e1_b2_lr001_1841.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
5.22
100
17.72
49
44.64
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_3081
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.26
13.07
13.11
model-npz/VGG19_optadam_s100_e1_b2_lr0001_2268.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
4.51
100
14.54
50
44.62
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_1055
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.26
13.2
13.23
model-npz/VGG19_optadam_s100_e1_b2_lr00001_1891.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
5.22
100
18.14
50
44.59
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_3375
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.53
13.24
13.27
model-npz/VGG19_optadam_s100_e1_b4_lr001_1768.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
4.41
100
17.78
51
45.11
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_2367
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.53
13.28
13.32
model-npz/VGG19_optadam_s100_e1_b4_lr0001_9521.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
5.61
100
23.25
51
45.03
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_1775
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.52
13.15
13.18
model-npz/VGG19_optadam_s100_e1_b4_lr00001_3591.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
5.67
100
22.06
51
44.75
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_9619
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
1.31
17.08
17.11
model-npz/VGG19_optadam_s100_e1_b8_lr001_3167.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
8.84
100
33.77
53
46.48
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_4878
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
1.31
17.02
17.06
model-npz/VGG19_optadam_s100_e1_b8_lr0001_1991.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.26
100
33.2
53
46.72
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_2050
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
1.31
17.02
17.07
model-npz/VGG19_optadam_s100_e1_b8_lr00001_1356.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
8.23
100
30.18
54
48.09
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_2014
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
2.69
18.84
18.88
model-npz/VGG19_optadam_s100_e1_b16_lr001_1501.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
8.84
100
35.67
54
48.82
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_1237
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
2.69
18.86
18.9
model-npz/VGG19_optadam_s100_e1_b16_lr0001_2819.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.06
100
32.94
56
49.9
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_1627
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
2.72
19.06
19.1
model-npz/VGG19_optadam_s100_e1_b16_lr00001_2997.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
7.94
100
35.83
56
49.98
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_1532
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
5.79
23.17
23.2
model-npz/VGG19_optadam_s100_e1_b32_lr001_4427.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
10.26
100
44.28
58
52.21
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_3348
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
5.81
23.28
23.31
model-npz/VGG19_optadam_s100_e1_b32_lr0001_8436.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
11.47
100
48.53
58
53.14
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_2588
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
5.86
23.48
23.51
model-npz/VGG19_optadam_s100_e1_b32_lr00001_1708.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
10.31
100
45.6
60
54.38
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2089
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
20.16
40.34
40.37
model-npz/VGG19_optadam_s100_e1_b64_lr001_3046.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
14.17
100
65.06
65
58.02
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_4500
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
20.28
40.58
40.64
model-npz/VGG19_optadam_s100_e1_b64_lr0001_5270.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
13.16
100
64.38
67
60.69
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2577
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
20.26
40.54
40.57
model-npz/VGG19_optadam_s100_e1_b64_lr00001_2403.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
13.97
100
66.1
68
62
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_3731
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.07
6.87
13.78
model-npz/VGG19_optadam_s100_e2_b1_lr001_1002.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.33
100
20.36
60
56.1
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_3012
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.07
6.85
13.75
model-npz/VGG19_optadam_s100_e2_b1_lr0001_4587.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
9.41
100
24.44
58
53.03
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_2266
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.07
6.91
13.85
model-npz/VGG19_optadam_s100_e2_b1_lr00001_2216.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.58
100
20.66
57
51.11
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_1085
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.14
6.95
13.94
model-npz/VGG19_optadam_s100_e2_b2_lr001_1519.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.73
100
20.7
56
50.3
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_8090
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.14
6.81
13.66
model-npz/VGG19_optadam_s100_e2_b2_lr0001_2915.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
6.26
100
18.9
56
49.18
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_3311
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.14
6.93
13.91
model-npz/VGG19_optadam_s100_e2_b2_lr00001_6890.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
8.24
100
24.92
55
48.08
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_1237
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.28
7.03
14.08
model-npz/VGG19_optadam_s100_e2_b4_lr001_1586.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.72
100
22.68
54
47.85
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_1814
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.29
7.19
14.41
model-npz/VGG19_optadam_s100_e2_b4_lr0001_2944.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
6.59
100
24.23
54
47.49
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2550
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.28
7.01
14.05
model-npz/VGG19_optadam_s100_e2_b4_lr00001_1324.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.28
100
23.67
55
47.62
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_6505
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.69
8.95
17.93
model-npz/VGG19_optadam_s100_e2_b8_lr001_3297.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
8.85
100
35.67
55
48.43
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_2715
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.68
8.89
17.82
model-npz/VGG19_optadam_s100_e2_b8_lr0001_2448.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.47
100
34.02
54
48.55
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_3135
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.68
8.92
17.87
model-npz/VGG19_optadam_s100_e2_b8_lr00001_1954.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
9
100
33.41
56
49.57
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_7635
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
1.37
9.62
19.28
model-npz/VGG19_optadam_s100_e2_b16_lr001_2189.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
9.25
100
35.31
56
49.92
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1627
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
1.4
9.78
19.61
model-npz/VGG19_optadam_s100_e2_b16_lr0001_1930.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
9.7
100
37.84
57
50.48
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_2573
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
1.39
9.72
19.51
model-npz/VGG19_optadam_s100_e2_b16_lr00001_2209.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
10.29
100
41.57
56
50.82
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_2725
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
2.96
11.85
23.74
model-npz/VGG19_optadam_s100_e2_b32_lr001_1026.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
12.04
100
46.79
59
53.16
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_5158
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
2.98
11.94
23.92
model-npz/VGG19_optadam_s100_e2_b32_lr0001_1191.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
11.6
100
47.74
59
53.91
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_6091
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
3
12.02
24.09
model-npz/VGG19_optadam_s100_e2_b32_lr00001_2615.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
12.07
100
49.5
60
55.02
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_3150
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
10.26
20.54
41.12
model-npz/VGG19_optadam_s100_e2_b64_lr001_6749.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
14.7
100
67.03
65
58.38
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_3081
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
10.24
20.5
41.03
model-npz/VGG19_optadam_s100_e2_b64_lr0001_2536.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
14.64
100
66.57
67
61.71
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2205
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
10.27
20.55
41.14
model-npz/VGG19_optadam_s100_e2_b64_lr00001_1970.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
13.65
100
63.93
68
62.49
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_1620
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.04
3.6
18.05
model-npz/VGG19_optadam_s100_e5_b1_lr001_1000.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
12.68
100
29.6
62
57.72
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_1536
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.03
3.49
17.49
model-npz/VGG19_optadam_s100_e5_b1_lr0001_8206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
11.22
100
26.43
61
55.61
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_3213
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.04
3.55
17.79
model-npz/VGG19_optadam_s100_e5_b1_lr00001_1059.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
13.49
100
31.76
61
54.13
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_9072
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.07
3.28
16.44
model-npz/VGG19_optadam_s100_e5_b2_lr001_1819.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
10.89
100
29.34
60
53.48
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_3192
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.06
3.27
16.4
model-npz/VGG19_optadam_s100_e5_b2_lr0001_4463.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
10.3
100
28.73
59
51.98
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_2438
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.07
3.29
16.48
model-npz/VGG19_optadam_s100_e5_b2_lr00001_2909.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
9.95
100
26.45
59
52.29
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_3290
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.13
3.23
16.18
model-npz/VGG19_optadam_s100_e5_b4_lr001_2195.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
8.93
100
26.82
58
51
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2528
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.13
3.31
16.58
model-npz/VGG19_optadam_s100_e5_b4_lr0001_1957.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
9.4
100
27.12
58
50.88
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_7203
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.13
3.19
16
model-npz/VGG19_optadam_s100_e5_b4_lr00001_2968.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
9.71
100
31.12
58
50.41
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_8172
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.31
3.99
19.98
model-npz/VGG19_optadam_s100_e5_b8_lr001_5676.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
10.58
100
37.12
58
51.3
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_2253
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.3
3.97
19.87
model-npz/VGG19_optadam_s100_e5_b8_lr0001_1576.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
10.49
100
37.14
59
51.31
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_2776
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.3
3.94
19.76
model-npz/VGG19_optadam_s100_e5_b8_lr00001_1697.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
11.53
100
39.45
59
52.22
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_3122
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.6
4.2
21.03
model-npz/VGG19_optadam_s100_e5_b16_lr001_2070.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
13.02
100
42.73
58
52.24
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_1974
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.6
4.19
20.97
model-npz/VGG19_optadam_s100_e5_b16_lr0001_4317.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
11.79
100
42.13
59
53.1
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_4888
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.6
4.19
21
model-npz/VGG19_optadam_s100_e5_b16_lr00001_2976.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
12.14
100
40.71
59
52.92
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_3281
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
1.26
5.05
25.29
model-npz/VGG19_optadam_s100_e5_b32_lr001_1495.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
14.17
100
51.83
60
55.05
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_5661
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
1.28
5.12
25.68
model-npz/VGG19_optadam_s100_e5_b32_lr0001_1210.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
13.75
100
50.13
60
55.21
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_5306
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
1.26
5.04
25.27
model-npz/VGG19_optadam_s100_e5_b32_lr00001_2249.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
13.56
100
48.79
61
56.25
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_2429
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
4.22
8.45
42.31
model-npz/VGG19_optadam_s100_e5_b64_lr001_2421.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
15.23
100
67.66
66
59.79
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2581
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
4.24
8.49
42.51
model-npz/VGG19_optadam_s100_e5_b64_lr0001_1955.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
15.21
100
66.74
68
62.33
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_6481
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
4.25
8.52
42.62
model-npz/VGG19_optadam_s100_e5_b64_lr00001_2978.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
15.53
100
69.11
69
63.32
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_9555
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.02
2.42
24.24
model-npz/VGG19_optadam_s100_e10_b1_lr001_2384.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
18.08
100
41.76
64
60.17
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_1921
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.02
2.42
24.26
model-npz/VGG19_optadam_s100_e10_b1_lr0001_1626.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
19.02
100
42.9
63
58.53