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
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_1884
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.15
15.26
76.37
model-npz/ResNet101_optsgd_s100_e5_b1_lr001_1517.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.96
66
13.35
41
38.3
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_1452
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.15
15.46
77.36
model-npz/ResNet101_optsgd_s100_e5_b1_lr0001_2162.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.04
66
14.13
39
37.72
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_4267
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.15
15.39
77.01
model-npz/ResNet101_optsgd_s100_e5_b1_lr00001_1426.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.01
65
13.48
41
38.37
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_3143
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.23
11.46
57.37
model-npz/ResNet101_optsgd_s100_e5_b2_lr001_1642.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.73
63
11.75
41
39
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_3371
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.22
11.25
56.3
model-npz/ResNet101_optsgd_s100_e5_b2_lr0001_3070.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.9
54
12.6
41
37.74
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_3107
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.23
11.87
59.41
model-npz/ResNet101_optsgd_s100_e5_b2_lr00001_1821.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.9
51
13.59
39
36.95
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_1709
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.37
9.21
46.12
model-npz/ResNet101_optsgd_s100_e5_b4_lr001_2403.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.9
68
9.63
42
37.7
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_3079
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.35
8.78
43.96
model-npz/ResNet101_optsgd_s100_e5_b4_lr0001_2366.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.98
73
10.25
43
38.06
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_2049
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.36
9.11
45.59
model-npz/ResNet101_optsgd_s100_e5_b4_lr00001_7647.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
3.04
72
10.19
43
37.79
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_1010
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.67
8.75
43.79
model-npz/ResNet101_optsgd_s100_e5_b8_lr001_1980.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.77
77
11.11
44
37.37
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_2524
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.65
8.49
42.52
model-npz/ResNet101_optsgd_s100_e5_b8_lr0001_3372.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
3.72
85
11.39
45
37.66
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_2253
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.67
8.76
43.85
model-npz/ResNet101_optsgd_s100_e5_b8_lr00001_5541.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
4.02
84
11.9
45
37.91
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_1120
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
1.19
8.35
41.8
model-npz/ResNet101_optsgd_s100_e5_b16_lr001_2721.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
5.15
79
11.83
46
37.94
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_2633
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
1.2
8.43
42.22
model-npz/ResNet101_optsgd_s100_e5_b16_lr0001_9072.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
4.39
84
10.49
47
38.02
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_1964
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
1.2
8.4
42.09
model-npz/ResNet101_optsgd_s100_e5_b16_lr00001_4672.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
4.64
82
11.29
47
38.04
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_1086
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
2.1
8.42
42.17
model-npz/ResNet101_optsgd_s100_e5_b32_lr001_1059.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
4.9
89
12.34
46
38.1
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_2175
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
2.11
8.47
42.43
model-npz/ResNet101_optsgd_s100_e5_b32_lr0001_1010.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
5.17
91
11.81
47
38.17
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_1620
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
2.09
8.37
41.9
model-npz/ResNet101_optsgd_s100_e5_b32_lr00001_3477.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
5.2
91
11.64
47
38.06
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_2655
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
4.45
8.92
44.66
model-npz/ResNet101_optsgd_s100_e5_b64_lr001_3158.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
77
8.65
96
18.23
48
39
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_2979
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
4.4
8.81
44.1
model-npz/ResNet101_optsgd_s100_e5_b64_lr0001_2659.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
79
8.68
91
18.71
49
40.17
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2575
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
4.49
8.99
44.98
model-npz/ResNet101_optsgd_s100_e5_b64_lr00001_1694.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
7.75
98
18.14
49
40.34
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_3159
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.12
11.81
118.19
model-npz/ResNet101_optsgd_s100_e10_b1_lr001_5060.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.89
60
17.75
42
39.57
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_1636
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.12
12.16
121.65
model-npz/ResNet101_optsgd_s100_e10_b1_lr0001_3143.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
3.79
48
18.43
40
38.6
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_9798
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.11
10.8
108.05
model-npz/ResNet101_optsgd_s100_e10_b1_lr00001_2223.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
4.3
59
19.16
43
39.58
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_1575
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.15
7.79
77.93
model-npz/ResNet101_optsgd_s100_e10_b2_lr001_6490.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
3.87
57
17.42
43
40.79
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_1864
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.15
7.79
78.03
model-npz/ResNet101_optsgd_s100_e10_b2_lr0001_1985.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.71
68
16.62
37
29.21
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2546
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.15
7.76
77.63
model-npz/ResNet101_optsgd_s100_e10_b2_lr00001_2032.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.02
53
17.96
40
34.73
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_1395
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.22
5.49
55.03
model-npz/ResNet101_optsgd_s100_e10_b4_lr001_2128.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
4.53
68
14.94
42
37.46
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1597
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.2
5.14
51.52
model-npz/ResNet101_optsgd_s100_e10_b4_lr0001_2347.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
5.12
75
17.07
46
37.49
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_3022
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.22
5.66
56.67
model-npz/ResNet101_optsgd_s100_e10_b4_lr00001_1355.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
4.46
68
14.96
43
37.82
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_1237
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.38
4.95
49.56
model-npz/ResNet101_optsgd_s100_e10_b8_lr001_3119.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
5.63
82
16.32
44
37.62
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_1165
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.37
4.87
48.75
model-npz/ResNet101_optsgd_s100_e10_b8_lr0001_2438.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
5.81
80
16.61
47
37.88
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_4576
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.38
4.95
49.61
model-npz/ResNet101_optsgd_s100_e10_b8_lr00001_3029.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
5.57
79
16.16
46
38.18
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_3261
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.64
4.53
45.35
model-npz/ResNet101_optsgd_s100_e10_b16_lr001_1676.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6.82
81
15.76
46
37.85
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_2729
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.63
4.43
44.4
model-npz/ResNet101_optsgd_s100_e10_b16_lr0001_1361.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
7.05
91
16.6
48
37.87
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1655
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.65
4.56
45.72
model-npz/ResNet101_optsgd_s100_e10_b16_lr00001_1844.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.67
80
15.61
48
37.99
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_6614
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
1.1
4.42
44.22
model-npz/ResNet101_optsgd_s100_e10_b32_lr001_2569.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
8.19
90
17.09
46
37.94
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_2064
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
1.11
4.48
44.83
model-npz/ResNet101_optsgd_s100_e10_b32_lr0001_2982.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
7.09
89
16.01
46
37.81
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_2612
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
1.11
4.45
44.55
model-npz/ResNet101_optsgd_s100_e10_b32_lr00001_1768.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
7.67
91
16.63
47
37.95
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_1796
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
2.37
4.74
47.52
model-npz/ResNet101_optsgd_s100_e10_b64_lr001_3063.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
8.96
97
19.11
48
38.65
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_2215
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
2.34
4.7
47.08
model-npz/ResNet101_optsgd_s100_e10_b64_lr0001_2514.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
9.4
98
20.12
49
39.61
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_1437
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
2.3
4.62
46.22
model-npz/ResNet101_optsgd_s100_e10_b64_lr00001_2824.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
8.65
99
19.63
50
40.18
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_1118
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.12
118.64
118.68
model-npz/ResNet101_optsgd_s1000_e1_b1_lr001_2009.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.97
66
18.47
42
37.74
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_2258
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.12
126.42
126.45
model-npz/ResNet101_optsgd_s1000_e1_b1_lr0001_1301.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
3.67
54
19.14
37
34.05
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_9302
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.11
107.65
107.68
model-npz/ResNet101_optsgd_s1000_e1_b1_lr00001_1612.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
4.3
58
19.04
39
35.06
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_4474
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.15
75.68
75.71
model-npz/ResNet101_optsgd_s1000_e1_b2_lr001_1530.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.82
64
17.31
41
37.11
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_6438
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.15
76.06
76.1
model-npz/ResNet101_optsgd_s1000_e1_b2_lr0001_2336.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.25
67
18.92
41
36.7
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1184
1,000
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.15
75.89
75.92
model-npz/ResNet101_optsgd_s1000_e1_b2_lr00001_6559.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
3.85
63
17.44
42
37.93
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_1958
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.23
57.61
57.65
model-npz/ResNet101_optsgd_s1000_e1_b4_lr001_2539.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.32
72
14.35
42
38.41
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_2269
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.22
55.38
55.41
model-npz/ResNet101_optsgd_s1000_e1_b4_lr0001_2173.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
4.44
75
14.79
44
38.41
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1476
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.22
54.67
54.7
model-npz/ResNet101_optsgd_s1000_e1_b4_lr00001_2769.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
4.67
70
15.86
45
37.66
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_5573
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.37
46.19
46.23
model-npz/ResNet101_optsgd_s1000_e1_b8_lr001_5048.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
5.32
69
14.69
45
37.48
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2892
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.37
46.81
46.84
model-npz/ResNet101_optsgd_s1000_e1_b8_lr0001_6991.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
5.35
79
14.98
45
37.23
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3241
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.37
46.49
46.52
model-npz/ResNet101_optsgd_s1000_e1_b8_lr00001_2551.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.43
87
15.16
46
37.57
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_1519
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.73
46.18
46.22
model-npz/ResNet101_optsgd_s1000_e1_b16_lr001_2653.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.42
83
15.6
46
37.53
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1439
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.72
45.84
45.87
model-npz/ResNet101_optsgd_s1000_e1_b16_lr0001_1421.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
6.71
85
15.05
47
37.5
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1529
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.71
45.21
45.25
model-npz/ResNet101_optsgd_s1000_e1_b16_lr00001_3248.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.57
82
15.73
47
37.83
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2486
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
1.37
43.78
43.81
model-npz/ResNet101_optsgd_s1000_e1_b32_lr001_3346.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
7.73
90
17.14
46
37.85
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_3294
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
1.36
43.73
43.78
model-npz/ResNet101_optsgd_s1000_e1_b32_lr0001_1042.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
7.82
91
16.46
47
37.89
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1450
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
1.38
44.16
44.19
model-npz/ResNet101_optsgd_s1000_e1_b32_lr00001_4370.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
7.69
92
16.64
46
37.67
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2436
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
2.87
45.93
45.96
model-npz/ResNet101_optsgd_s1000_e1_b64_lr001_2645.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
78
10.6
98
21.65
50
38.8
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_2039
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
2.91
46.55
46.58
model-npz/ResNet101_optsgd_s1000_e1_b64_lr0001_1759.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
9.69
98
21.04
50
39.52
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_8960
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
2.93
46.99
47.02
model-npz/ResNet101_optsgd_s1000_e1_b64_lr00001_1937.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
67
9.24
98
19.44
50
40.03
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1396
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.09
94.97
189.97
model-npz/ResNet101_optsgd_s1000_e2_b1_lr001_1085.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.94
46
22.64
42
38.04
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_1046
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.08
84.2
168.45
model-npz/ResNet101_optsgd_s1000_e2_b1_lr0001_2316.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
5.63
60
24.94
42
38.63
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2229
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.09
90.23
180.49
model-npz/ResNet101_optsgd_s1000_e2_b1_lr00001_2164.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
5.22
48
23.06
43
39.86
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_2498
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.12
60.11
120.27
model-npz/ResNet101_optsgd_s1000_e2_b2_lr001_8130.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
5.06
61
22.99
43
39.96
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_2845
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.11
53.69
107.43
model-npz/ResNet101_optsgd_s1000_e2_b2_lr0001_8433.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
5.56
63
24.77
44
39.62
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2956
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.12
58.9
117.84
model-npz/ResNet101_optsgd_s1000_e2_b2_lr00001_9721.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
5.06
62
22.93
45
40.42
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_1772
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.15
38.83
77.69
model-npz/ResNet101_optsgd_s1000_e2_b4_lr001_2366.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
6.39
69
21.35
47
40.3
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_1635
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.15
39
78.05
model-npz/ResNet101_optsgd_s1000_e2_b4_lr0001_3929.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
6.22
64
20.69
46
40.16
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2955
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.14
36.43
72.9
model-npz/ResNet101_optsgd_s1000_e2_b4_lr00001_2636.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
6.73
74
22.54
49
41.05
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1664
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.22
28.06
56.15
model-npz/ResNet101_optsgd_s1000_e2_b8_lr001_2236.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
8.44
83
23.25
51
42.29
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2782
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.22
28.05
56.14
model-npz/ResNet101_optsgd_s1000_e2_b8_lr0001_3268.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
7.73
87
21.09
51
41.72
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2272
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.22
28.12
56.27
model-npz/ResNet101_optsgd_s1000_e2_b8_lr00001_2365.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
7.75
83
21.5
51
41.71
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_3150
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.41
25.95
51.97
model-npz/ResNet101_optsgd_s1000_e2_b16_lr001_1026.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
10.07
83
21.56
51
41.61
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_2926
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.42
26.63
53.31
model-npz/ResNet101_optsgd_s1000_e2_b16_lr0001_3244.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
10.18
82
22.43
51
41.48
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3218
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.41
25.86
51.75
model-npz/ResNet101_optsgd_s1000_e2_b16_lr00001_2699.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
9.62
84
21.38
52
41.66
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_1100
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.76
24.5
49.04
model-npz/ResNet101_optsgd_s1000_e2_b32_lr001_9296.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
11.69
92
23.5
51
41.6
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_1843
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
0.77
24.62
49.28
model-npz/ResNet101_optsgd_s1000_e2_b32_lr0001_2542.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
11.24
92
22.46
52
41.13
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1272
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.78
24.99
50.02
model-npz/ResNet101_optsgd_s1000_e2_b32_lr00001_1597.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
11.56
91
22.43
51
40.94
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_2257
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
1.59
25.56
51.15
model-npz/ResNet101_optsgd_s1000_e2_b64_lr001_3529.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
13.23
99
26.12
52
41.56
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_2947
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
1.63
26.08
52.21
model-npz/ResNet101_optsgd_s1000_e2_b64_lr0001_3336.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
68
13.01
98
25.17
53
42.24
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_8932
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
1.61
25.77
51.61
model-npz/ResNet101_optsgd_s1000_e2_b64_lr00001_3199.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
13.53
99
27.34
53
42.63
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_5267
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.07
77.24
386.27
model-npz/ResNet101_optsgd_s1000_e5_b1_lr001_2576.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
6.16
60
27.13
45
41.24
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_9532
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.09
96.11
480.61
model-npz/ResNet101_optsgd_s1000_e5_b1_lr0001_2792.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.88
58
25.88
40
34.01
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2064
1,000
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.07
67.96
339.86
model-npz/ResNet101_optsgd_s1000_e5_b1_lr00001_1623.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
7.02
65
30.59
44
40.15
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_3325
1,000
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.08
43.58
217.96
model-npz/ResNet101_optsgd_s1000_e5_b2_lr001_2574.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
7.09
65
31.81
47
42.12
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2657
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.09
44.59
223.02
model-npz/ResNet101_optsgd_s1000_e5_b2_lr0001_7232.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
6.84
64
30.86
46
43.38
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1083
1,000
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.08
39.83
199.19
model-npz/ResNet101_optsgd_s1000_e5_b2_lr00001_5390.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
7.8
66
34.76
49
44.09
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_1153
1,000
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.11
28.23
141.18
model-npz/ResNet101_optsgd_s1000_e5_b4_lr001_1430.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
8.94
75
29.56
50
44.66
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_7627
1,000
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.11
27.37
136.93
model-npz/ResNet101_optsgd_s1000_e5_b4_lr0001_2127.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
9.21
76
30.27
52
45.1
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3397
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.09
24.08
120.44
model-npz/ResNet101_optsgd_s1000_e5_b4_lr00001_3087.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
10.46
76
34.82
56
47
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_1384
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.13
16.35
81.78
model-npz/ResNet101_optsgd_s1000_e5_b8_lr001_4537.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
13.8
86
37.39
57
48.28
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_5147
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.13
17.13
85.73
model-npz/ResNet101_optsgd_s1000_e5_b8_lr0001_3179.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
13.2
87
36.07
58
48.35
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2582
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.14
17.2
86.06
model-npz/ResNet101_optsgd_s1000_e5_b8_lr00001_3123.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
13.32
86
36.64
60
49.35
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_5157
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.23
14.61
73.09
model-npz/ResNet101_optsgd_s1000_e5_b16_lr001_1194.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
16.66
87
35.28
57
48.5
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1694
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.23
14.81
74.1
model-npz/ResNet101_optsgd_s1000_e5_b16_lr0001_3534.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
16.59
87
35.44
58
48.15
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2102
1,000
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.23
14.76
73.89
model-npz/ResNet101_optsgd_s1000_e5_b16_lr00001_1587.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
16.73
88
35.29
59
48.27
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2550
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.41
13.13
65.7
model-npz/ResNet101_optsgd_s1000_e5_b32_lr001_3320.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
19.51
92
35.97
57
47.57