Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files 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
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_2626
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
2.58
18.13
90.7
model-npz/NASNetMobile_optsgd_s100_e5_b16_lr00001_2683.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.88
71
4.1
32
29.75
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2490
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
4.45
17.82
89.15
model-npz/NASNetMobile_optsgd_s100_e5_b32_lr001_2126.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1
79
4.13
33
29.48
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_7103
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
4.46
17.87
89.39
model-npz/NASNetMobile_optsgd_s100_e5_b32_lr0001_2555.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.06
73
4.33
33
29.43
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_2227
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
4.36
17.46
87.33
model-npz/NASNetMobile_optsgd_s100_e5_b32_lr00001_3232.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.03
80
4.16
33
29.51
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_3042
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
8.75
17.53
87.68
model-npz/NASNetMobile_optsgd_s100_e5_b64_lr001_1804.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
1.54
85
5.49
34
29.82
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1512
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
8.77
17.55
87.8
model-npz/NASNetMobile_optsgd_s100_e5_b64_lr0001_3341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
1.38
82
5.17
34
30.03
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_6024
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
8.79
17.6
88.06
model-npz/NASNetMobile_optsgd_s100_e5_b64_lr00001_1567.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
1.36
88
4.99
34
30.14
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_1719
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.25
25.24
252.47
model-npz/NASNetMobile_optsgd_s100_e10_b1_lr001_1260.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.66
34
14.47
31
29.84
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_1826
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.25
25.6
256.12
model-npz/NASNetMobile_optsgd_s100_e10_b1_lr0001_7702.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.7
63
14.62
30
29.29
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_1304
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.24
24.46
244.7
model-npz/NASNetMobile_optsgd_s100_e10_b1_lr00001_2041.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.68
34
15.19
30
29.32
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_9116
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.33
16.66
166.73
model-npz/NASNetMobile_optsgd_s100_e10_b2_lr001_1597.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.62
69
12.51
30
29.36
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_2679
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.33
16.7
167.07
model-npz/NASNetMobile_optsgd_s100_e10_b2_lr0001_2821.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.59
39
12.46
30
29.37
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_1128
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.33
16.91
169.23
model-npz/NASNetMobile_optsgd_s100_e10_b2_lr00001_3711.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.57
34
12.04
30
29.38
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_1513
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.5
12.57
125.75
model-npz/NASNetMobile_optsgd_s100_e10_b4_lr001_1076.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.01
66
9.18
31
29.46
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_2535
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.5
12.68
126.89
model-npz/NASNetMobile_optsgd_s100_e10_b4_lr0001_1403.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
1.05
41
9.69
31
29.93
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_2476
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.5
12.56
125.73
model-npz/NASNetMobile_optsgd_s100_e10_b4_lr00001_3265.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.98
70
9.34
31
29.92
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_4606
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.81
10.56
105.65
model-npz/NASNetMobile_optsgd_s100_e10_b8_lr001_2309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.31
68
7.8
32
30.11
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_2339
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.83
10.85
108.63
model-npz/NASNetMobile_optsgd_s100_e10_b8_lr0001_3295.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.31
72
7.89
32
30.23
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_1680
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.83
10.83
108.37
model-npz/NASNetMobile_optsgd_s100_e10_b8_lr00001_1065.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
1.31
55
7.7
32
30.17
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_1739
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
1.38
9.72
97.27
model-npz/NASNetMobile_optsgd_s100_e10_b16_lr001_4344.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.5
69
7.03
33
30.19
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_1508
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
1.4
9.86
98.66
model-npz/NASNetMobile_optsgd_s100_e10_b16_lr0001_1811.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.46
67
6.69
33
30.35
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_5274
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
1.42
9.98
99.87
model-npz/NASNetMobile_optsgd_s100_e10_b16_lr00001_8220.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.46
70
6.81
33
30.34
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_1899
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
2.33
9.33
93.37
model-npz/NASNetMobile_optsgd_s100_e10_b32_lr001_2687.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.51
79
5.86
34
30.34
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_3297
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
2.3
9.22
92.25
model-npz/NASNetMobile_optsgd_s100_e10_b32_lr0001_3348.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.67
84
6.54
34
30.25
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1899
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
2.33
9.33
93.42
model-npz/NASNetMobile_optsgd_s100_e10_b32_lr00001_2776.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.71
84
6.69
34
30.19
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2953
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
4.53
9.08
90.89
model-npz/NASNetMobile_optsgd_s100_e10_b64_lr001_3082.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
1.99
97
6.91
35
30.35
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_3173
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
4.52
9.06
90.72
model-npz/NASNetMobile_optsgd_s100_e10_b64_lr0001_3335.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.08
99
7.36
35
30.62
NASNetMobile_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2161
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
4.55
9.11
91.22
model-npz/NASNetMobile_optsgd_s100_e10_b64_lr00001_3021.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
1.92
89
6.6
35
30.68
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_9490
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.25
251.48
251.52
model-npz/NASNetMobile_optsgd_s1000_e1_b1_lr001_2349.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
0.67
32
14.58
32
30.09
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_1924
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.25
249.87
249.9
model-npz/NASNetMobile_optsgd_s1000_e1_b1_lr0001_3002.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.68
59
14.79
30
29.53
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2761
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.25
252.98
253.01
model-npz/NASNetMobile_optsgd_s1000_e1_b1_lr00001_7390.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.7
69
14.74
30
29.42
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3381
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.33
165.47
165.5
model-npz/NASNetMobile_optsgd_s1000_e1_b2_lr001_1270.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.6
65
12.48
30
29.43
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1028
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.33
168.58
168.61
model-npz/NASNetMobile_optsgd_s1000_e1_b2_lr0001_2056.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.59
70
12.16
31
29.64
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_7260
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.33
168.84
168.87
model-npz/NASNetMobile_optsgd_s1000_e1_b2_lr00001_2579.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.61
48
12.12
32
31.77
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_2233
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.51
127.47
127.51
model-npz/NASNetMobile_optsgd_s1000_e1_b4_lr001_2251.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1
52
9.58
32
31.44
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1187
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.5
126.07
126.1
model-npz/NASNetMobile_optsgd_s1000_e1_b4_lr0001_6950.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.97
68
9.09
33
31.49
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2738
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.48
122.27
122.3
model-npz/NASNetMobile_optsgd_s1000_e1_b4_lr00001_3062.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.03
71
10.35
33
31.71
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_1676
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.82
102.98
103.01
model-npz/NASNetMobile_optsgd_s1000_e1_b8_lr001_1806.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.22
58
7.42
34
31.62
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2562
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.82
102.59
102.62
model-npz/NASNetMobile_optsgd_s1000_e1_b8_lr0001_3147.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
1.18
52
7.25
34
31.84
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1811
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.81
101.97
102
model-npz/NASNetMobile_optsgd_s1000_e1_b8_lr00001_3353.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.22
71
7.42
34
32.09
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_1615
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
1.51
95.61
95.64
model-npz/NASNetMobile_optsgd_s1000_e1_b16_lr001_1284.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.52
70
7.01
35
32.2
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_2818
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
1.48
93.38
93.41
model-npz/NASNetMobile_optsgd_s1000_e1_b16_lr0001_2070.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.52
73
6.9
35
31.96
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1699
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
1.5
94.54
94.57
model-npz/NASNetMobile_optsgd_s1000_e1_b16_lr00001_1805.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.55
73
7.15
35
32.06
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2016
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
2.82
90.53
90.56
model-npz/NASNetMobile_optsgd_s1000_e1_b32_lr001_2741.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.63
78
6.3
36
32.18
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_5045
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
2.83
90.64
90.68
model-npz/NASNetMobile_optsgd_s1000_e1_b32_lr0001_1346.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.79
81
6.96
36
32.34
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_7511
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
2.85
91.25
91.28
model-npz/NASNetMobile_optsgd_s1000_e1_b32_lr00001_3618.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.73
80
6.55
36
32.38
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_1938
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
5.58
89.31
89.34
model-npz/NASNetMobile_optsgd_s1000_e1_b64_lr001_1340.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.1
96
7.31
37
32.44
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_2996
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
5.54
88.76
88.79
model-npz/NASNetMobile_optsgd_s1000_e1_b64_lr0001_8979.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.33
99
8.02
37
32.62
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1017
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
5.55
88.94
88.97
model-npz/NASNetMobile_optsgd_s1000_e1_b64_lr00001_3050.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.95
99
6.86
37
32.71
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1609
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.2
208.95
417.94
model-npz/NASNetMobile_optsgd_s1000_e2_b1_lr001_3248.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.79
43
18.02
34
32.08
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_5701
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.21
210.69
421.43
model-npz/NASNetMobile_optsgd_s1000_e2_b1_lr0001_3440.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.81
66
17.96
32
31.62
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2737
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.2
203.47
406.99
model-npz/NASNetMobile_optsgd_s1000_e2_b1_lr00001_3168.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.8
65
18.72
32
31.65
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_1024
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.24
121.39
242.81
model-npz/NASNetMobile_optsgd_s1000_e2_b2_lr001_1805.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.87
69
17.27
33
31.62
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_1875
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.24
124.46
248.96
model-npz/NASNetMobile_optsgd_s1000_e2_b2_lr0001_7546.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.75
43
16.85
33
31.76
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1487
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.24
121.93
243.89
model-npz/NASNetMobile_optsgd_s1000_e2_b2_lr00001_2738.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.83
62
17.03
33
31.86
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_6889
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.33
83.69
167.41
model-npz/NASNetMobile_optsgd_s1000_e2_b4_lr001_1075.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.45
61
14.14
34
31.97
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_1970
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.33
83.29
166.61
model-npz/NASNetMobile_optsgd_s1000_e2_b4_lr0001_1318.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
1.49
58
14.56
34
32.72
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1691
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.33
82.98
166
model-npz/NASNetMobile_optsgd_s1000_e2_b4_lr00001_4434.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
1.48
41
14.81
33
32.52
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_3158
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.49
61.57
123.19
model-npz/NASNetMobile_optsgd_s1000_e2_b8_lr001_1346.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.95
58
11.97
35
32.75
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2203
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.5
62.75
125.54
model-npz/NASNetMobile_optsgd_s1000_e2_b8_lr0001_3061.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.91
73
11.64
36
33.09
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1946
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.5
62.68
125.4
model-npz/NASNetMobile_optsgd_s1000_e2_b8_lr00001_1139.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.96
57
11.92
36
33.11
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_8112
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.85
53.95
107.94
model-npz/NASNetMobile_optsgd_s1000_e2_b16_lr001_8032.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.48
73
11.12
36
33.16
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_1382
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.86
54.58
109.2
model-npz/NASNetMobile_optsgd_s1000_e2_b16_lr0001_1633.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.52
72
11.43
36
33.11
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2105
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.84
53.49
107.02
model-npz/NASNetMobile_optsgd_s1000_e2_b16_lr00001_1175.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.55
72
11.5
37
33.53
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_3382
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
1.54
49.45
98.94
model-npz/NASNetMobile_optsgd_s1000_e2_b32_lr001_2895.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
2.74
85
10.18
38
33.53
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_9571
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
1.53
49.08
98.2
model-npz/NASNetMobile_optsgd_s1000_e2_b32_lr0001_1132.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
2.84
84
10.52
38
33.43
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2083
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
1.53
49.24
98.52
model-npz/NASNetMobile_optsgd_s1000_e2_b32_lr00001_1581.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
2.86
79
10.66
38
33.47
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_2680
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
2.97
47.59
95.22
model-npz/NASNetMobile_optsgd_s1000_e2_b64_lr001_1847.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
3.19
99
10.58
39
33.72
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_2796
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
3.03
48.6
97.24
model-npz/NASNetMobile_optsgd_s1000_e2_b64_lr0001_9355.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.31
97
10.83
39
33.83
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_7575
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
2.99
48
96.05
model-npz/NASNetMobile_optsgd_s1000_e2_b64_lr00001_7801.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.39
99
11.16
39
34
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_5630
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.74
23.9
119.57
model-npz/NASNetMobile_optsgd_s1000_e5_b32_lr0001_2415.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
5.53
83
19.94
40
32.85
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1912
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.75
24.25
121.29
model-npz/NASNetMobile_optsgd_s1000_e5_b32_lr00001_6734.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
5.45
85
19.67
41
35.44
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_1931
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.39
22.35
111.82
model-npz/NASNetMobile_optsgd_s1000_e5_b64_lr001_1356.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
6.48
99
20.55
43
36.3
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_1364
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.41
22.62
113.15
model-npz/NASNetMobile_optsgd_s1000_e5_b64_lr0001_1859.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
6.52
99
20.98
44
36.79
NASNetMobile_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1080
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
1.4
22.45
112.29
model-npz/NASNetMobile_optsgd_s1000_e5_b64_lr00001_9977.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
6.25
98
20.05
44
36.83
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_3195
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
56.26
56.28
56.31
model-npz/EfficientNetB0_optadam_s1_e1_b1_lr001_1302.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
2
0.04
33
32.51
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1627
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
53.83
53.86
53.88
model-npz/EfficientNetB0_optadam_s1_e1_b1_lr0001_1967.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
2
0.04
34
33.01
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_1729
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
53.67
53.69
53.71
model-npz/EfficientNetB0_optadam_s1_e1_b1_lr00001_2009.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
1
0.01
34
33.1
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_1771
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
26.83
26.84
53.71
model-npz/EfficientNetB0_optadam_s1_e2_b1_lr001_1901.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
2
0.03
34
33.58
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_3317
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
26.8
26.81
53.66
model-npz/EfficientNetB0_optadam_s1_e2_b1_lr0001_1274.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
4
0.03
34
33.97
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2060
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
26.79
26.81
53.64
model-npz/EfficientNetB0_optadam_s1_e2_b1_lr00001_1574.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
1
0.01
35
34.01
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_1338
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
10.97
10.98
54.95
model-npz/EfficientNetB0_optadam_s1_e5_b1_lr001_1907.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
14
0.12
35
34.87
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_9721
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
10.77
10.78
53.94
model-npz/EfficientNetB0_optadam_s1_e5_b1_lr0001_2025.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.03
11
0.16
35
35
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1696
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
10.98
10.99
54.98
model-npz/EfficientNetB0_optadam_s1_e5_b1_lr00001_3322.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
10
0.09
35
35
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_2118
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
5.45
5.46
54.64
model-npz/EfficientNetB0_optadam_s1_e10_b1_lr001_2891.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.03
24
0.26
35
34.91
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_4367
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
5.44
5.45
54.51
model-npz/EfficientNetB0_optadam_s1_e10_b1_lr0001_6922.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
19
0.18
35
34.41
EfficientNetB0_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_1623
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
5.49
5.49
55
model-npz/EfficientNetB0_optadam_s1_e10_b1_lr00001_5980.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.03
24
0.28
35
34.06
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2654
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
5.45
54.49
54.52
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr001_1901.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.05
28
0.31
35
34.27
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2429
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
5.64
56.47
56.5
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr0001_4212.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.03
26
0.24
35
34.13
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_7184
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
5.49
54.92
54.95
model-npz/EfficientNetB0_optadam_s10_e1_b1_lr00001_2063.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.04
28
0.37
35
34.12
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1966
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
10.91
54.57
54.6
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr001_2850.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.04
19
0.28
35
34.16
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1711
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
10.84
54.22
54.24
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr0001_2160.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
8
0.14
35
34.26
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_1094
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
10.77
53.87
53.89
model-npz/EfficientNetB0_optadam_s10_e1_b2_lr00001_1433.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.03
8
0.18
35
34.32
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_1751
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
18.41
55.27
55.3
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr001_2570.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.08
28
0.36
35
34.71
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1027
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
18.38
55.17
55.2
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr0001_2405.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.07
30
0.32
35
34.49
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2203
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
18.79
56.38
56.41
model-npz/EfficientNetB0_optadam_s10_e1_b4_lr00001_1207.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.06
22
0.26
35
34.46
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_2545
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
27.15
54.33
54.35
model-npz/EfficientNetB0_optadam_s10_e1_b8_lr001_2879.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
1
0.01
4
0.05
35
34.6
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1905
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
27.55
55.12
55.15
model-npz/EfficientNetB0_optadam_s10_e1_b8_lr0001_1905.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.04
17
0.22
35
34.52
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_2544
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
27.26
54.55
54.57
model-npz/EfficientNetB0_optadam_s10_e1_b8_lr00001_1244.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.08
17
0.41
35
34.1
EfficientNetB0_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1463
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
2.76
27.59
55.21
model-npz/EfficientNetB0_optadam_s10_e2_b1_lr001_2101.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.07
26
0.49
35
34.2