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
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_1587
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.21
211.61
211.64
model-npz/ResNet152_optsgd_s1000_e1_b1_lr0001_3106.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.23
66
26.71
36
33.74
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1359
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.21
210.65
210.68
model-npz/ResNet152_optsgd_s1000_e1_b1_lr00001_1710.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.24
66
26.9
36
33.74
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_2617
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.28
139.57
139.61
model-npz/ResNet152_optsgd_s1000_e1_b2_lr001_8177.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.96
68
23.94
37
33.33
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_3005
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.27
137.28
137.31
model-npz/ResNet152_optsgd_s1000_e1_b2_lr0001_3185.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.98
80
24.55
37
33.63
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2277
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.27
136.01
136.04
model-npz/ResNet152_optsgd_s1000_e1_b2_lr00001_2512.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
5.05
79
24.41
38
33.95
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_1222
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.38
96.82
96.84
model-npz/ResNet152_optsgd_s1000_e1_b4_lr001_2098.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
5.58
89
22.11
39
33.98
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_2323
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.39
98.63
98.67
model-npz/ResNet152_optsgd_s1000_e1_b4_lr0001_3907.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
5.54
80
21.93
39
34.15
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2409
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.4
101.31
101.34
model-npz/ResNet152_optsgd_s1000_e1_b4_lr00001_1042.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
5.36
81
21.22
40
34.21
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_1524
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.65
82.19
82.22
model-npz/ResNet152_optsgd_s1000_e1_b8_lr001_9170.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
5.78
90
18.82
40
34.1
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_3087
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.66
83.37
83.39
model-npz/ResNet152_optsgd_s1000_e1_b8_lr0001_2836.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
5.81
88
18.97
41
33.83
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1382
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.66
83.35
83.37
model-npz/ResNet152_optsgd_s1000_e1_b8_lr00001_2129.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
5.9
89
19.69
42
34.25
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_6921
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
1.29
81.77
81.8
model-npz/ResNet152_optsgd_s1000_e1_b16_lr001_3084.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
6.78
99
19.74
40
34.28
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1829
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
1.32
83.55
83.58
model-npz/ResNet152_optsgd_s1000_e1_b16_lr0001_1340.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
6.53
99
19.14
41
34.25
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_8065
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
1.3
82.24
82.27
model-npz/ResNet152_optsgd_s1000_e1_b16_lr00001_2092.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
6.62
99
18.07
42
34.42
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2187
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
2.53
81.13
81.16
model-npz/ResNet152_optsgd_s1000_e1_b32_lr001_2092.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
7.12
100
18.78
41
34.42
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_4401
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
2.59
83.01
83.04
model-npz/ResNet152_optsgd_s1000_e1_b32_lr0001_2107.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
6.9
100
17.73
42
34.38
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2772
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
2.57
82.32
82.35
model-npz/ResNet152_optsgd_s1000_e1_b32_lr00001_4309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
6.77
100
18.36
42
34.55
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_1893
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
5.48
87.79
87.83
model-npz/ResNet152_optsgd_s1000_e1_b64_lr001_3771.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
7.94
100
22.27
43
35.21
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_5409
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
5.49
87.89
87.92
model-npz/ResNet152_optsgd_s1000_e1_b64_lr0001_2118.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
67
7.97
100
23.49
44
36.1
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2494
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
5.43
86.98
87.01
model-npz/ResNet152_optsgd_s1000_e1_b64_lr00001_2319.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
7.33
100
21.01
45
36.33
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_5517
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.17
177.03
354.09
model-npz/ResNet152_optsgd_s1000_e2_b1_lr001_1170.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
5.08
54
32.31
39
35.8
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2968
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.18
181.17
362.38
model-npz/ResNet152_optsgd_s1000_e2_b1_lr0001_2586.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
5.07
71
31.8
37
34.97
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_4772
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.18
179.39
358.81
model-npz/ResNet152_optsgd_s1000_e2_b1_lr00001_1781.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
5.06
68
32.32
38
35.31
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_2150
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.21
104.41
208.87
model-npz/ResNet152_optsgd_s1000_e2_b2_lr001_1256.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
6.72
77
32.67
39
35.4
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_2008
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.21
105.47
210.97
model-npz/ResNet152_optsgd_s1000_e2_b2_lr0001_1627.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
6.69
79
32.48
39
35.7
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_3307
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.2
103.97
207.98
model-npz/ResNet152_optsgd_s1000_e2_b2_lr00001_8364.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
6.72
80
32.29
41
36.53
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_3002
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.27
69.11
138.27
model-npz/ResNet152_optsgd_s1000_e2_b4_lr001_5699.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
7.99
73
30.96
42
36.64
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_2539
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.28
70.31
140.66
model-npz/ResNet152_optsgd_s1000_e2_b4_lr0001_1849.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
7.75
80
30.23
42
36.8
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_4154
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.27
69.25
138.53
model-npz/ResNet152_optsgd_s1000_e2_b4_lr00001_1169.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
7.87
73
30.96
44
37.43
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1929
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.41
51.49
103.02
model-npz/ResNet152_optsgd_s1000_e2_b8_lr001_1579.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
9.16
89
29.53
45
37.51
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2524
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.42
52.45
104.95
model-npz/ResNet152_optsgd_s1000_e2_b8_lr0001_1464.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
9.34
88
29.84
45
37.62
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2417
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.41
51.47
102.97
model-npz/ResNet152_optsgd_s1000_e2_b8_lr00001_1773.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
9.43
90
30.48
48
38.35
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_2856
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.77
48.9
97.84
model-npz/ResNet152_optsgd_s1000_e2_b16_lr001_7189.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
10.69
99
27.52
46
38.11
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_8491
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.78
49.12
98.28
model-npz/ResNet152_optsgd_s1000_e2_b16_lr0001_1393.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
10.29
99
27.89
47
37.62
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3055
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.76
47.84
95.73
model-npz/ResNet152_optsgd_s1000_e2_b16_lr00001_6187.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
10.67
99
28.28
48
38.2
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_9039
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
1.46
46.79
93.64
model-npz/ResNet152_optsgd_s1000_e2_b32_lr001_2073.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
11.21
100
27.05
47
38.26
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2730
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
1.45
46.44
92.92
model-npz/ResNet152_optsgd_s1000_e2_b32_lr0001_2327.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
11.03
100
26.18
48
38.25
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2019
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
1.44
46.25
92.53
model-npz/ResNet152_optsgd_s1000_e2_b32_lr00001_1507.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
11.7
100
27.75
48
38.45
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_1079
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
3.06
49.07
98.19
model-npz/ResNet152_optsgd_s1000_e2_b64_lr001_2980.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
11.77
100
30.45
49
39.11
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1061
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
3.05
48.86
97.76
model-npz/ResNet152_optsgd_s1000_e2_b64_lr0001_1084.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
11.75
100
30.35
50
39.74
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_4282
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
3.17
50.8
101.66
model-npz/ResNet152_optsgd_s1000_e2_b64_lr00001_1547.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
67
10.87
100
26.62
54
40.23
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_1092
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.45
28.37
141.9
model-npz/ResNet152_optsgd_s1000_e5_b16_lr001_1800.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
18.07
99
45.02
57
45.64
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_4377
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.45
28.67
143.42
model-npz/ResNet152_optsgd_s1000_e5_b16_lr0001_1588.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
17.94
99
44.02
61
50.72
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_4870
1,000
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.45
28.63
143.23
model-npz/ResNet152_optsgd_s1000_e5_b16_lr00001_1858.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
18.01
99
44.38
62
52.16
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_1177
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.82
26.29
131.49
model-npz/ResNet152_optsgd_s1000_e5_b32_lr001_2613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
19.5
100
43.35
61
52.24
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_1149
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.82
26.26
131.37
model-npz/ResNet152_optsgd_s1000_e5_b32_lr0001_2929.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
19.6
100
44.19
63
52.41
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_3001
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.82
26.2
131.06
model-npz/ResNet152_optsgd_s1000_e5_b32_lr00001_5272.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
19.6
100
44.04
63
52.76
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_9555
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.66
26.64
133.26
model-npz/ResNet152_optsgd_s1000_e5_b64_lr001_1507.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
20.53
100
46.11
62
53.01
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_7259
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.65
26.38
131.93
model-npz/ResNet152_optsgd_s1000_e5_b64_lr0001_1271.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
20.59
100
46.88
64
53.6
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_7380
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
1.66
26.58
132.97
model-npz/ResNet152_optsgd_s1000_e5_b64_lr00001_1529.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
20.5
100
46.17
64
53.46
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_6753
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
17.92
17.93
17.96
model-npz/MobileNet_optadam_s1_e1_b1_lr001_1279.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.27
21
0.96
44
43.02
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_2780
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
17.85
17.87
17.91
model-npz/MobileNet_optadam_s1_e1_b1_lr0001_7984.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.57
71
3.59
42
40.07
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_9983
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
17.32
17.34
17.36
model-npz/MobileNet_optadam_s1_e1_b1_lr00001_3083.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.64
100
3.95
40
39.02
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_1875
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
8.77
8.78
17.6
model-npz/MobileNet_optadam_s1_e2_b1_lr001_3341.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.68
100
4.34
39
37.16
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_3094
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
8.67
8.68
17.39
model-npz/MobileNet_optadam_s1_e2_b1_lr0001_2801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
0.91
100
6.09
37
37
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_1031
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
9.33
9.34
18.71
model-npz/MobileNet_optadam_s1_e2_b1_lr00001_3214.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.65
72
3.73
37
35.25
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_3056
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
3.51
3.52
17.65
model-npz/MobileNet_optadam_s1_e5_b1_lr001_1047.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.51
60
3.09
36
35.98
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_2021
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
3.52
3.53
17.7
model-npz/MobileNet_optadam_s1_e5_b1_lr0001_2152.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.47
100
3.53
36
36
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2569
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
3.52
3.53
17.67
model-npz/MobileNet_optadam_s1_e5_b1_lr00001_5991.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.26
20
0.94
37
35.91
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_4864
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
1.81
1.81
18.2
model-npz/MobileNet_optadam_s1_e10_b1_lr001_3178.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.37
100
3.07
36
36
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_1287
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
1.8
1.81
18.13
model-npz/MobileNet_optadam_s1_e10_b1_lr0001_1973.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.41
100
3.37
37
35.78
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_7451
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
1.76
1.76
17.67
model-npz/MobileNet_optadam_s1_e10_b1_lr00001_3088.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.51
100
3.81
36
35.98
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2785
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
1.8
17.99
18.03
model-npz/MobileNet_optadam_s10_e1_b1_lr001_1192.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.36
37
1.89
37
35.51
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_1737
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
1.76
17.66
17.69
model-npz/MobileNet_optadam_s10_e1_b1_lr0001_5585.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.8
100
4.58
36
35.67
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_2394
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
1.78
17.84
17.87
model-npz/MobileNet_optadam_s10_e1_b1_lr00001_2206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.63
100
4.11
37
35.2
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_4890
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
3.58
17.91
17.94
model-npz/MobileNet_optadam_s10_e1_b2_lr001_9329.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
0.52
100
3.78
36
35.26
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_6090
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
3.52
17.61
17.64
model-npz/MobileNet_optadam_s10_e1_b2_lr0001_2200.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.76
100
5.02
36
34.93
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_2402
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
3.54
17.75
17.77
model-npz/MobileNet_optadam_s10_e1_b2_lr00001_3418.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.72
67
4.04
36
35.09
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_3042
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
6.02
18.09
18.12
model-npz/MobileNet_optadam_s10_e1_b4_lr001_7964.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.93
56
3.87
36
34.37
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1034
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
6.34
19.05
19.09
model-npz/MobileNet_optadam_s10_e1_b4_lr0001_2527.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.94
86
4.56
37
35.17
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_3343
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
6.09
18.31
18.34
model-npz/MobileNet_optadam_s10_e1_b4_lr00001_7742.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.14
100
6.02
36
34.31
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_9790
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
9.5
19.02
19.05
model-npz/MobileNet_optadam_s10_e1_b8_lr001_1363.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.26
100
5.82
37
35.42
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1514
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
9.26
18.55
18.58
model-npz/MobileNet_optadam_s10_e1_b8_lr0001_5164.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.94
61
3.81
36
34.35
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_1871
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
9.21
18.45
18.48
model-npz/MobileNet_optadam_s10_e1_b8_lr00001_6585.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.96
100
5.02
36
35.1
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_2101
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.9
9.03
18.1
model-npz/MobileNet_optadam_s10_e2_b1_lr001_1258.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.28
17
1.13
36
35.52
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_7340
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.91
9.16
18.36
model-npz/MobileNet_optadam_s10_e2_b1_lr0001_1229.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.62
100
4.23
36
35.4
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_9386
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.91
9.1
18.23
model-npz/MobileNet_optadam_s10_e2_b1_lr00001_5079.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.44
100
2.04
36
35.4
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2676
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.81
9.05
18.14
model-npz/MobileNet_optadam_s10_e2_b2_lr001_3185.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.47
100
2.02
36
34.89
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_1769
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.82
9.11
18.26
model-npz/MobileNet_optadam_s10_e2_b2_lr0001_2735.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.76
95
4.39
36
35.09
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1454
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.82
9.1
18.23
model-npz/MobileNet_optadam_s10_e2_b2_lr00001_1923.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.28
100
2.93
35
34.2
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_2657
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
3.07
9.23
18.49
model-npz/MobileNet_optadam_s10_e2_b4_lr001_2169.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.41
100
7.09
37
35.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_7879
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
3.1
9.31
18.69
model-npz/MobileNet_optadam_s10_e2_b4_lr0001_1786.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.17
100
6.1
36
34.62
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1174
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
3.11
9.34
18.72
model-npz/MobileNet_optadam_s10_e2_b4_lr00001_3122.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.81
100
4.85
37
35.19
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_6801
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
4.73
9.46
18.96
model-npz/MobileNet_optadam_s10_e2_b8_lr001_1387.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.27
57
4.98
36
34.44
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_8123
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
4.93
9.87
19.79
model-npz/MobileNet_optadam_s10_e2_b8_lr0001_2813.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.86
100
4.88
37
35.22
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_3392
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
4.69
9.38
18.81
model-npz/MobileNet_optadam_s10_e2_b8_lr00001_1593.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.44
100
6.27
36
34.31
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1007
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.37
3.73
18.7
model-npz/MobileNet_optadam_s10_e5_b1_lr001_1801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.81
100
4.6
36
35.02
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_7271
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.37
3.75
18.76
model-npz/MobileNet_optadam_s10_e5_b1_lr0001_7717.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.85
100
4.73
36
35.12
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2988
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.37
3.67
18.38
model-npz/MobileNet_optadam_s10_e5_b1_lr00001_2012.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.79
58
4.15
36
35.23
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_8919
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.73
3.64
18.23
model-npz/MobileNet_optadam_s10_e5_b2_lr001_1819.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
0.8
86
4.61
36
35.22
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_6512
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.74
3.73
18.7
model-npz/MobileNet_optadam_s10_e5_b2_lr0001_1376.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.67
100
4.33
37
35.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_1720
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.73
3.68
18.46
model-npz/MobileNet_optadam_s10_e5_b2_lr00001_1857.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.43
29
2.36
36
35.15
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2168
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.25
3.77
18.9
model-npz/MobileNet_optadam_s10_e5_b4_lr001_7917.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.06
100
5.49
37
35.26
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_6308
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.27
3.81
19.11
model-npz/MobileNet_optadam_s10_e5_b4_lr0001_1466.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.21
100
6.02
37
36.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_8299
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.26
3.78
18.95
model-npz/MobileNet_optadam_s10_e5_b4_lr00001_2583.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.35
100
6.76
37
34.96
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_3289
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.89
3.78
18.96
model-npz/MobileNet_optadam_s10_e5_b8_lr001_3368.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.37
100
6.22
37
35.94
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2038
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.86
3.74
18.72
model-npz/MobileNet_optadam_s10_e5_b8_lr0001_6425.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.3
52
4.24
37
36.13
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_2264
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
1.89
3.78
18.95
model-npz/MobileNet_optadam_s10_e5_b8_lr00001_2141.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.65
100
7.25
38
35.79
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_3110
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.2
2.01
20.18
model-npz/MobileNet_optadam_s10_e10_b1_lr001_1964.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
8
0.78
100
4.88
37
36.06
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1722
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.2
2.01
20.15
model-npz/MobileNet_optadam_s10_e10_b1_lr0001_2332.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.06
100
6
37
35.26