Datasets:

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
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b1_lr0001_2146
1,000
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.05
50
100.05
model-npz/Xception_optsgd_s1000_e2_b1_lr00001_2896.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
8.02
57
26.2
44
41.89
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b2_lr01_3175
1,000
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
0.06
30
60.03
model-npz/Xception_optsgd_s1000_e2_b2_lr001_4738.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
10.08
100
32.09
48
42.22
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b2_lr001_2588
1,000
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
0.06
30.77
61.58
model-npz/Xception_optsgd_s1000_e2_b2_lr0001_6452.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
10.03
69
31.33
51
44.37
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b2_lr0001_3199
1,000
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.06
30.34
60.72
model-npz/Xception_optsgd_s1000_e2_b2_lr00001_3594.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
10.04
82
31.05
52
45.6
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b4_lr01_1279
1,000
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
0.08
20.64
41.32
model-npz/Xception_optsgd_s1000_e2_b4_lr001_1182.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
12
82
33.79
54
45.98
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b4_lr001_3152
1,000
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
0.08
20.51
41.06
model-npz/Xception_optsgd_s1000_e2_b4_lr0001_1359.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
12.79
91
36.08
55
47.11
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b4_lr0001_2173
1,000
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.08
20.62
41.29
model-npz/Xception_optsgd_s1000_e2_b4_lr00001_1499.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
13.09
100
37.57
56
47.56
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b8_lr01_1530
1,000
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
0.15
18.8
37.65
model-npz/Xception_optsgd_s1000_e2_b8_lr001_3286.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
15.08
100
39.71
54
47.04
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b8_lr001_2469
1,000
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
0.15
18.85
37.76
model-npz/Xception_optsgd_s1000_e2_b8_lr0001_2499.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
13.86
96
37.76
55
46.88
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b8_lr0001_2383
1,000
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.15
18.94
37.9
model-npz/Xception_optsgd_s1000_e2_b8_lr00001_5664.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
14.65
99
38.82
55
46.76
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b16_lr01_2017
1,000
299
299
3
10
sgd
2
16
0.01
2.15.1
12.2
0.34
21.71
43.48
model-npz/Xception_optsgd_s1000_e2_b16_lr001_1540.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
16.73
100
42.88
55
46.43
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b16_lr001_3379
1,000
299
299
3
10
sgd
2
16
0.001
2.15.1
12.2
0.33
20.69
41.44
model-npz/Xception_optsgd_s1000_e2_b16_lr0001_8963.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
18.08
100
44.6
54
45.7
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b16_lr0001_1807
1,000
299
299
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.33
20.59
41.22
model-npz/Xception_optsgd_s1000_e2_b16_lr00001_2427.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
17.81
100
42.33
53
44.78
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b32_lr01_1847
1,000
299
299
3
10
sgd
2
32
0.01
2.15.1
12.2
0.65
20.9
41.84
model-npz/Xception_optsgd_s1000_e2_b32_lr001_3395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
68
20.4
99
43.66
54
45.76
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b32_lr001_9138
1,000
299
299
3
10
sgd
2
32
0.001
2.15.1
12.2
0.65
20.74
41.52
model-npz/Xception_optsgd_s1000_e2_b32_lr0001_1982.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
73
21.04
99
45.55
54
45.59
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b32_lr0001_1325
1,000
299
299
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.66
21.02
42.07
model-npz/Xception_optsgd_s1000_e2_b32_lr00001_1967.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
22.1
99
45.77
55
46.67
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b64_lr01_9058
1,000
299
299
3
10
sgd
2
64
0.01
2.15.1
12.2
1.6
25.66
51.36
model-npz/Xception_optsgd_s1000_e2_b64_lr001_2050.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
85
26.62
100
53.96
57
48.64
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b64_lr001_2628
1,000
299
299
3
10
sgd
2
64
0.001
2.15.1
12.2
1.6
25.67
51.37
model-npz/Xception_optsgd_s1000_e2_b64_lr0001_2741.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
73
26.46
100
55.95
58
50.61
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e2_b64_lr0001_2003
1,000
299
299
3
10
sgd
2
64
0.0001
2.15.1
12.2
1.6
25.67
51.38
model-npz/Xception_optsgd_s1000_e2_b64_lr00001_2748.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
83
27.44
100
55.71
59
51.24
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b1_lr01_5376
1,000
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
0.04
43.31
216.62
model-npz/Xception_optsgd_s1000_e5_b1_lr001_2323.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
9.87
94
31.59
52
47.53
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b1_lr001_2544
1,000
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.04
45.25
226.34
model-npz/Xception_optsgd_s1000_e5_b1_lr0001_2778.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
9.77
74
31.55
46
43.95
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b1_lr0001_6104
1,000
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.04
44.84
224.24
model-npz/Xception_optsgd_s1000_e5_b1_lr00001_2045.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
9.21
100
31.48
46
42.82
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b2_lr01_2199
1,000
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.05
24.39
121.99
model-npz/Xception_optsgd_s1000_e5_b2_lr001_2141.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
13.58
74
41.87
55
47.98
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b2_lr001_8124
1,000
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.05
24.35
121.81
model-npz/Xception_optsgd_s1000_e5_b2_lr0001_1347.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
13.57
81
42.2
58
51.98
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b2_lr0001_2026
1,000
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.05
24.73
123.71
model-npz/Xception_optsgd_s1000_e5_b2_lr00001_2621.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
13.58
100
42.46
59
53.87
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b4_lr01_5588
1,000
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
0.06
14.87
74.4
model-npz/Xception_optsgd_s1000_e5_b4_lr001_2380.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
19.21
100
55.23
61
55.36
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b4_lr001_2836
1,000
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
0.06
14.8
74.06
model-npz/Xception_optsgd_s1000_e5_b4_lr0001_2355.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
19.27
85
55.09
61
54.86
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b4_lr0001_1839
1,000
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.06
14.58
72.95
model-npz/Xception_optsgd_s1000_e5_b4_lr00001_3348.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
19.41
100
56.59
61
54.42
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b8_lr01_1021
1,000
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
0.1
12.96
64.82
model-npz/Xception_optsgd_s1000_e5_b8_lr001_2243.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
21.62
100
58.97
61
54.01
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b8_lr001_2407
1,000
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
0.1
12.98
64.96
model-npz/Xception_optsgd_s1000_e5_b8_lr0001_1037.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
21.69
100
59.01
61
53.88
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b8_lr0001_2332
1,000
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.1
12.99
64.99
model-npz/Xception_optsgd_s1000_e5_b8_lr00001_1010.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
21.2
100
57.07
61
54.14
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b16_lr01_2074
1,000
299
299
3
10
sgd
5
16
0.01
2.15.1
12.2
0.21
13.18
65.96
model-npz/Xception_optsgd_s1000_e5_b16_lr001_6894.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
67
24.1
100
59.98
60
53.35
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b16_lr001_1586
1,000
299
299
3
10
sgd
5
16
0.001
2.15.1
12.2
0.21
13.31
66.61
model-npz/Xception_optsgd_s1000_e5_b16_lr0001_1505.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
24.45
98
60.74
60
53.51
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b16_lr0001_9895
1,000
299
299
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.21
13.23
66.22
model-npz/Xception_optsgd_s1000_e5_b16_lr00001_3340.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
24.96
100
60.04
61
53.94
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b32_lr01_1298
1,000
299
299
3
10
sgd
5
32
0.01
2.15.1
12.2
0.41
13.01
65.09
model-npz/Xception_optsgd_s1000_e5_b32_lr001_7755.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
27.85
100
60.53
60
53.51
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b32_lr001_2373
1,000
299
299
3
10
sgd
5
32
0.001
2.15.1
12.2
0.41
13.07
65.4
model-npz/Xception_optsgd_s1000_e5_b32_lr0001_2147.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
69
28.46
100
60.33
61
53.72
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b32_lr0001_1482
1,000
299
299
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.41
13.11
65.6
model-npz/Xception_optsgd_s1000_e5_b32_lr00001_1633.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
29.41
100
61.76
61
54.15
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b64_lr01_1923
1,000
299
299
3
10
sgd
5
64
0.01
2.15.1
12.2
0.93
14.85
74.32
model-npz/Xception_optsgd_s1000_e5_b64_lr001_3069.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
77
33.06
100
66.45
63
55.24
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b64_lr001_4893
1,000
299
299
3
10
sgd
5
64
0.001
2.15.1
12.2
0.93
14.94
74.78
model-npz/Xception_optsgd_s1000_e5_b64_lr0001_3678.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
75
31.31
100
65.83
63
56.22
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e5_b64_lr0001_3004
1,000
299
299
3
10
sgd
5
64
0.0001
2.15.1
12.2
0.94
15.01
75.1
model-npz/Xception_optsgd_s1000_e5_b64_lr00001_8745.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
74
33.02
100
67.53
62
55.69
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b1_lr01_1418
1,000
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
0.04
42.5
425.09
model-npz/Xception_optsgd_s1000_e10_b1_lr001_1770.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
10.35
100
32.64
55
48.07
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b1_lr001_1427
1,000
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
0.04
42.2
422.05
model-npz/Xception_optsgd_s1000_e10_b1_lr0001_1486.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
10.3
46
32.42
50
47.74
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b1_lr0001_2002
1,000
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.04
43.72
437.23
model-npz/Xception_optsgd_s1000_e10_b1_lr00001_5211.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
10.21
56
32.97
47
43.99
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b2_lr01_2331
1,000
299
299
3
10
sgd
10
2
0.01
2.15.1
12.2
0.04
22.46
224.68
model-npz/Xception_optsgd_s1000_e10_b2_lr001_3271.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
15.18
100
48.42
60
52.66
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b2_lr001_3042
1,000
299
299
3
10
sgd
10
2
0.001
2.15.1
12.2
0.04
22.4
224.1
model-npz/Xception_optsgd_s1000_e10_b2_lr0001_3195.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
15.17
76
46.96
61
57.77
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b2_lr0001_1091
1,000
299
299
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.04
23.1
231.09
model-npz/Xception_optsgd_s1000_e10_b2_lr00001_7937.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
14.91
100
46.14
61
57.37
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b4_lr01_2596
1,000
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.05
12.73
127.39
model-npz/Xception_optsgd_s1000_e10_b4_lr001_2833.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
22.75
100
66.09
64
59.34
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b4_lr001_2963
1,000
299
299
3
10
sgd
10
4
0.001
2.15.1
12.2
0.05
12.71
127.19
model-npz/Xception_optsgd_s1000_e10_b4_lr0001_8844.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
23.11
100
65.9
64
58.84
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b4_lr0001_1311
1,000
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.05
12.78
127.89
model-npz/Xception_optsgd_s1000_e10_b4_lr00001_2275.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
22.84
92
65.14
63
58.12
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b8_lr01_6184
1,000
299
299
3
10
sgd
10
8
0.01
2.15.1
12.2
0.09
10.99
109.99
model-npz/Xception_optsgd_s1000_e10_b8_lr001_2476.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
26.02
100
71.06
63
58.05
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b8_lr001_1424
1,000
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
0.09
10.95
109.52
model-npz/Xception_optsgd_s1000_e10_b8_lr0001_3239.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
25.98
100
70.75
63
57.95
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b8_lr0001_2690
1,000
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.09
11.05
110.6
model-npz/Xception_optsgd_s1000_e10_b8_lr00001_2197.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
25.57
100
69.29
64
57.75
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b16_lr01_1772
1,000
299
299
3
10
sgd
10
16
0.01
2.15.1
12.2
0.17
10.74
107.45
model-npz/Xception_optsgd_s1000_e10_b16_lr001_2462.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
28.54
100
70.98
64
57.44
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b16_lr001_1025
1,000
299
299
3
10
sgd
10
16
0.001
2.15.1
12.2
0.17
10.73
107.39
model-npz/Xception_optsgd_s1000_e10_b16_lr0001_1121.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
28.24
100
71.46
63
57.66
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b16_lr0001_5492
1,000
299
299
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.17
10.75
107.6
model-npz/Xception_optsgd_s1000_e10_b16_lr00001_1382.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
28.74
100
70.83
64
57.68
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b32_lr01_5199
1,000
299
299
3
10
sgd
10
32
0.01
2.15.1
12.2
0.32
10.4
104.02
model-npz/Xception_optsgd_s1000_e10_b32_lr001_9188.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
34.59
100
72.78
64
58.15
Xception_architecture_optsgd_s1000_ipd299x299x3_opd10_e10_b32_lr001_2905
1,000
299
299
3
10
sgd
10
32
0.001
2.15.1
12.2
0.32
10.36
103.7
model-npz/Xception_optsgd_s1000_e10_b32_lr0001_1693.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
78
36.13
100
75.42
64
58.26
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_1710
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
115.27
115.3
115.34
model-npz/NASNetMobile_optadam_s1_e1_b1_lr001_3004.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.08
32
0.33
28
26.52
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1336
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
112.66
112.7
112.78
model-npz/NASNetMobile_optadam_s1_e1_b1_lr0001_1191.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.18
53
0.71
29
27.79
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_2976
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
112.31
112.34
112.38
model-npz/NASNetMobile_optadam_s1_e1_b1_lr00001_3262.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.15
55
0.55
29
27.98
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_1707
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
56.35
56.37
112.77
model-npz/NASNetMobile_optadam_s1_e2_b1_lr001_1817.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.12
48
0.45
30
27.99
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_2721
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
57.19
57.21
114.49
model-npz/NASNetMobile_optadam_s1_e2_b1_lr0001_2417.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.07
19
0.29
29
27.97
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2532
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
56.2
56.22
112.49
model-npz/NASNetMobile_optadam_s1_e2_b1_lr00001_4683.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.12
45
0.47
29
27.98
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_3232
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
22.68
22.69
113.53
model-npz/NASNetMobile_optadam_s1_e5_b1_lr001_2215.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.16
32
0.7
29
27.97
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_1748
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
22.72
22.74
113.76
model-npz/NASNetMobile_optadam_s1_e5_b1_lr0001_3081.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.12
50
0.53
29
27.97
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1357
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
22.89
22.91
114.61
model-npz/NASNetMobile_optadam_s1_e5_b1_lr00001_1513.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.16
54
0.68
29
27.99
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_7158
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
11.53
11.55
115.58
model-npz/NASNetMobile_optadam_s1_e10_b1_lr001_3932.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.13
56
0.69
29
27.98
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_2894
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
11.44
11.45
114.59
model-npz/NASNetMobile_optadam_s1_e10_b1_lr0001_1609.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.18
57
0.85
29
27.97
NASNetMobile_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_5395
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
11.28
11.29
113.02
model-npz/NASNetMobile_optadam_s1_e10_b1_lr00001_1900.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.17
48
0.86
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2421
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
11.4
114.02
114.06
model-npz/NASNetMobile_optadam_s10_e1_b1_lr001_1002.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.16
57
0.76
29
27.96
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2484
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
11.63
116.37
116.41
model-npz/NASNetMobile_optadam_s10_e1_b1_lr0001_2444.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.15
54
0.75
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_3448
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
11.5
115.06
115.1
model-npz/NASNetMobile_optadam_s10_e1_b1_lr00001_1182.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.12
46
0.62
29
27.97
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1151
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
22.63
113.19
113.22
model-npz/NASNetMobile_optadam_s10_e1_b2_lr001_1394.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.14
56
0.55
29
27.97
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_2593
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
22.49
112.51
112.55
model-npz/NASNetMobile_optadam_s10_e1_b2_lr0001_2178.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.09
54
0.42
29
27.99
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_2514
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
22.61
113.11
113.14
model-npz/NASNetMobile_optadam_s10_e1_b2_lr00001_2368.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.14
51
0.63
29
27.97
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_7823
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
38.16
114.51
114.55
model-npz/NASNetMobile_optadam_s10_e1_b4_lr001_1947.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.26
57
1.07
30
28.04
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_2070
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
38.72
116.21
116.25
model-npz/NASNetMobile_optadam_s10_e1_b4_lr0001_5557.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.25
60
1.01
30
28.02
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_1955
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
39.24
117.76
117.8
model-npz/NASNetMobile_optadam_s10_e1_b4_lr00001_1241.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.25
52
0.92
30
28.04
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_7519
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
56.74
113.51
113.54
model-npz/NASNetMobile_optadam_s10_e1_b8_lr001_1057.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.28
54
1.01
30
28.05
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_2909
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
58.06
116.16
116.21
model-npz/NASNetMobile_optadam_s10_e1_b8_lr0001_1459.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.29
60
1.23
30
28.05
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_6694
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
57.6
115.23
115.31
model-npz/NASNetMobile_optadam_s10_e1_b8_lr00001_3283.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.33
55
1.32
31
28.05
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_2698
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
5.79
57.94
115.92
model-npz/NASNetMobile_optadam_s10_e2_b1_lr001_3275.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.2
57
1.09
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1729
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
5.81
58.16
116.37
model-npz/NASNetMobile_optadam_s10_e2_b1_lr0001_1709.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.17
52
1
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_1180
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
5.85
58.61
117.29
model-npz/NASNetMobile_optadam_s10_e2_b1_lr00001_3350.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
0.15
41
0.89
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2452
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
11.49
57.5
115.05
model-npz/NASNetMobile_optadam_s10_e2_b2_lr001_1482.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.17
50
0.88
29
28
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_1098
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
11.41
57.1
114.26
model-npz/NASNetMobile_optadam_s10_e2_b2_lr0001_3283.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.12
57
0.68
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1911
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
11.47
57.37
114.78
model-npz/NASNetMobile_optadam_s10_e2_b2_lr00001_6487.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.17
56
0.81
29
27.95
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1642
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
19.43
58.31
116.68
model-npz/NASNetMobile_optadam_s10_e2_b4_lr001_2894.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.29
66
1.21
30
28.02
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_3659
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
19.34
58.05
116.18
model-npz/NASNetMobile_optadam_s10_e2_b4_lr0001_3300.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.22
60
0.88
31
29.86
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1382
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
19.44
58.36
116.77
model-npz/NASNetMobile_optadam_s10_e2_b4_lr00001_1359.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.31
59
1.18
31
28.1
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_7683
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
28.82
57.67
115.39
model-npz/NASNetMobile_optadam_s10_e2_b8_lr001_2051.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.23
54
0.83
32
30.35
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2595
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
29.21
58.45
116.99
model-npz/NASNetMobile_optadam_s10_e2_b8_lr0001_3150.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.29
50
1.11
31
28.68
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2205
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
28.87
57.77
115.62
model-npz/NASNetMobile_optadam_s10_e2_b8_lr00001_2845.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.31
57
1.14
32
30.34
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_7606
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
2.42
24.28
121.44
model-npz/NASNetMobile_optadam_s10_e5_b1_lr001_1456.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.2
49
1.52
30
28.33
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_9006
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
2.44
24.5
122.56
model-npz/NASNetMobile_optadam_s10_e5_b1_lr0001_1476.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.19
55
1.59
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2014
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
2.39
23.96
119.85
model-npz/NASNetMobile_optadam_s10_e5_b1_lr00001_2812.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
8
0.18
31
1.64
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_1487
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
4.68
23.45
117.38
model-npz/NASNetMobile_optadam_s10_e5_b2_lr001_2365.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
0.16
36
1.21
29
27.98
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_3338
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
4.71
23.58
118.03
model-npz/NASNetMobile_optadam_s10_e5_b2_lr0001_3206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.13
55
0.97
29
27.99
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_9448
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
4.73
23.67
118.41
model-npz/NASNetMobile_optadam_s10_e5_b2_lr00001_2365.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.15
57
1.07
29
27.97
NASNetMobile_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2345
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
7.86
23.6
118.06
model-npz/NASNetMobile_optadam_s10_e5_b4_lr001_2974.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.31
56
1.33
30
28.04