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
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2115
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
3.51
45.73
91.5
model-npz/DenseNet201_optsgd_s100_e2_b8_lr001_2207.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.93
83
13.1
37
33.62
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2079
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
3.56
46.42
92.88
model-npz/DenseNet201_optsgd_s100_e2_b8_lr0001_7481.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.14
82
13.56
37
33.98
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_1953
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
3.59
46.77
93.57
model-npz/DenseNet201_optsgd_s100_e2_b8_lr00001_3606.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.94
81
13.04
37
34.11
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_2098
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
6.62
46.38
92.79
model-npz/DenseNet201_optsgd_s100_e2_b16_lr001_3069.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
3.7
85
13.91
39
34.48
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_4953
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
6.76
47.39
94.82
model-npz/DenseNet201_optsgd_s100_e2_b16_lr0001_1592.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.54
84
13.85
39
34.9
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_2776
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
6.69
46.92
93.88
model-npz/DenseNet201_optsgd_s100_e2_b16_lr00001_2034.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
4.03
98
15.69
39
34.81
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_9864
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
11.88
47.55
95.14
model-npz/DenseNet201_optsgd_s100_e2_b32_lr001_1739.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
4.36
89
16.04
40
35.4
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_2697
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
11.97
47.91
95.87
model-npz/DenseNet201_optsgd_s100_e2_b32_lr0001_1397.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
4.39
98
16.17
40
35.77
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_1900
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
11.79
47.19
94.42
model-npz/DenseNet201_optsgd_s100_e2_b32_lr00001_8498.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
4.72
99
18.05
41
35.89
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_2979
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
27.07
54.18
108.39
model-npz/DenseNet201_optsgd_s100_e2_b64_lr001_3318.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
7.85
100
26.56
46
37.85
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_8964
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
27.18
54.39
108.82
model-npz/DenseNet201_optsgd_s100_e2_b64_lr0001_2089.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
7.22
99
24.59
47
39.64
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_3085
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
27.09
54.22
108.48
model-npz/DenseNet201_optsgd_s100_e2_b64_lr00001_1064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
7.58
100
25.35
47
40.21
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_1163
100
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.31
31.72
158.65
model-npz/DenseNet201_optsgd_s100_e5_b1_lr001_1842.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.99
79
16.79
42
36.57
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2449
100
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.31
31.9
159.55
model-npz/DenseNet201_optsgd_s100_e5_b1_lr0001_8474.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.92
76
16.61
35
34.08
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_1873
100
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.32
32.03
160.21
model-npz/DenseNet201_optsgd_s100_e5_b1_lr00001_1188.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.95
80
16.6
35
33.55
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_3164
100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.47
23.67
118.43
model-npz/DenseNet201_optsgd_s100_e5_b2_lr001_2945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.15
78
13.85
35
33.64
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1952
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.47
23.96
119.84
model-npz/DenseNet201_optsgd_s100_e5_b2_lr0001_1363.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.11
77
13.48
35
33.56
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_6398
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.48
24.02
120.17
model-npz/DenseNet201_optsgd_s100_e5_b2_lr00001_1682.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.12
80
13.43
35
33.98
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_3299
100
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.8
20.09
100.52
model-npz/DenseNet201_optsgd_s100_e5_b4_lr001_1533.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.59
80
11.98
36
34.04
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1700
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.79
19.97
99.91
model-npz/DenseNet201_optsgd_s100_e5_b4_lr0001_8889.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.69
80
12.46
36
33.78
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1192
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.78
19.54
97.76
model-npz/DenseNet201_optsgd_s100_e5_b4_lr00001_2892.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.52
81
11.6
36
33.8
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2754
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
1.56
20.38
101.98
model-npz/DenseNet201_optsgd_s100_e5_b8_lr001_1766.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.79
81
15.53
37
33.98
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_4297
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
1.52
19.82
99.14
model-npz/DenseNet201_optsgd_s100_e5_b8_lr0001_2038.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
3.91
83
15.8
38
34.5
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_1901
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
1.55
20.19
101.01
model-npz/DenseNet201_optsgd_s100_e5_b8_lr00001_9740.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
3.95
84
15.74
39
34.68
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_3217
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
2.78
19.51
97.61
model-npz/DenseNet201_optsgd_s100_e5_b16_lr001_1243.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.49
84
15.77
40
35.19
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_8256
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
2.78
19.53
97.68
model-npz/DenseNet201_optsgd_s100_e5_b16_lr0001_1891.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
4.78
97
16.61
40
35.7
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_2575
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
2.78
19.51
97.63
model-npz/DenseNet201_optsgd_s100_e5_b16_lr00001_2537.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.45
84
15.81
40
35.69
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_5714
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
4.91
19.66
98.38
model-npz/DenseNet201_optsgd_s100_e5_b32_lr001_2512.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
5.61
94
18.89
42
36.29
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_1508
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
4.93
19.75
98.79
model-npz/DenseNet201_optsgd_s100_e5_b32_lr0001_1746.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
5.43
100
18.13
42
36.97
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_8658
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
4.94
19.77
98.93
model-npz/DenseNet201_optsgd_s100_e5_b32_lr00001_4681.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
5.37
93
18.38
43
37.68
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_2045
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
11.25
22.52
112.63
model-npz/DenseNet201_optsgd_s100_e5_b64_lr001_1229.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
8.65
100
28.18
48
39.8
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1007
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
11.13
22.28
111.44
model-npz/DenseNet201_optsgd_s100_e5_b64_lr0001_2840.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
8.34
99
27.49
49
42.11
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2891
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
11.09
22.19
111
model-npz/DenseNet201_optsgd_s100_e5_b64_lr00001_1046.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
8.05
100
25.22
50
42.58
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_1042
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.24
24.06
240.63
model-npz/DenseNet201_optsgd_s100_e10_b1_lr001_2112.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.29
81
21.08
45
37.64
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2346
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.24
24.2
242.09
model-npz/DenseNet201_optsgd_s100_e10_b1_lr0001_5412.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.27
79
20.4
36
34.98
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_2367
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.23
23.73
237.36
model-npz/DenseNet201_optsgd_s100_e10_b1_lr00001_1934.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.35
79
20.82
36
34.24
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_2761
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.31
15.82
158.32
model-npz/DenseNet201_optsgd_s100_e10_b2_lr001_1695.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.85
79
18.64
36
34.27
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_2056
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.32
15.97
159.76
model-npz/DenseNet201_optsgd_s100_e10_b2_lr0001_3293.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.72
78
18.21
36
34.14
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2576
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.32
16.21
162.23
model-npz/DenseNet201_optsgd_s100_e10_b2_lr00001_1361.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.64
79
17.79
36
34.31
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_4854
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.48
12.24
122.48
model-npz/DenseNet201_optsgd_s100_e10_b4_lr001_2052.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.4
81
15.46
37
34.31
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1497
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.48
12.12
121.31
model-npz/DenseNet201_optsgd_s100_e10_b4_lr0001_2533.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
3.59
81
16.32
37
34.37
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1981
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.48
12.08
120.86
model-npz/DenseNet201_optsgd_s100_e10_b4_lr00001_1535.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
3.55
81
16.13
37
34.75
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_6140
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.87
11.41
114.18
model-npz/DenseNet201_optsgd_s100_e10_b8_lr001_4582.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
4.85
83
18.5
39
34.98
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_2644
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.86
11.21
112.23
model-npz/DenseNet201_optsgd_s100_e10_b8_lr0001_4726.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
4.95
81
18.85
40
35.69
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_2560
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.87
11.43
114.4
model-npz/DenseNet201_optsgd_s100_e10_b8_lr00001_6333.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
5.03
81
18.9
40
36.06
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_2137
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
1.5
10.56
105.73
model-npz/DenseNet201_optsgd_s100_e10_b16_lr001_1267.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.38
96
20.22
41
36.14
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_1839
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
1.49
10.5
105.12
model-npz/DenseNet201_optsgd_s100_e10_b16_lr0001_3320.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
6.09
84
19.31
41
36.21
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_4978
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
1.52
10.65
106.56
model-npz/DenseNet201_optsgd_s100_e10_b16_lr00001_1808.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.79
83
18.34
42
36.08
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_3313
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
2.62
10.5
105.09
model-npz/DenseNet201_optsgd_s100_e10_b32_lr001_2040.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
7.37
99
22.71
43
36.39
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_7996
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
2.6
10.43
104.39
model-npz/DenseNet201_optsgd_s100_e10_b32_lr0001_7464.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
6.66
99
20.79
43
36.68
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_2075
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
2.64
10.57
105.82
model-npz/DenseNet201_optsgd_s100_e10_b32_lr00001_2498.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
6.8
98
21.49
42
36.67
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2924
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
5.81
11.64
116.43
model-npz/DenseNet201_optsgd_s100_e10_b64_lr001_6041.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
9.83
100
29.34
47
38.33
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_8842
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
5.89
11.8
118.06
model-npz/DenseNet201_optsgd_s100_e10_b64_lr0001_2752.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
9.62
100
27.99
47
39.86
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_7428
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
5.78
11.59
115.93
model-npz/DenseNet201_optsgd_s100_e10_b64_lr00001_1074.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
9.06
100
27.25
48
40.22
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_1274
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.23
237.53
237.56
model-npz/DenseNet201_optsgd_s1000_e1_b1_lr001_3146.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.27
80
21.26
43
35.52
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_3268
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.23
237.7
237.73
model-npz/DenseNet201_optsgd_s1000_e1_b1_lr0001_2765.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.23
79
20.18
35
33.21
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2481
1,000
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.23
238.14
238.18
model-npz/DenseNet201_optsgd_s1000_e1_b1_lr00001_1564.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.3
78
20.89
35
33.61
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3472
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.32
159.87
159.9
model-npz/DenseNet201_optsgd_s1000_e1_b2_lr001_7751.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.78
79
18.18
36
33.74
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1907
1,000
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.32
159.74
159.77
model-npz/DenseNet201_optsgd_s1000_e1_b2_lr0001_2868.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.58
80
17.3
36
33.95
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1380
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.56
140.3
140.33
model-npz/DenseNet201_optsgd_s1000_e1_b4_lr0001_2853.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.14
82
14.16
34
30.69
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1976
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.48
122.1
122.13
model-npz/DenseNet201_optsgd_s1000_e1_b4_lr00001_2419.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
3.53
80
16.05
34
31.1
DenseNet201_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
0.81
101.65
101.68
model-npz/DenseNet201_optsgd_s1000_e1_b8_lr001_2046.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
4.47
80
15.24
35
31.45
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2985
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.81
101.99
102.02
model-npz/DenseNet201_optsgd_s1000_e1_b8_lr0001_7214.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
4.54
80
16.15
36
31.74
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3374
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.83
104.05
104.08
model-npz/DenseNet201_optsgd_s1000_e1_b8_lr00001_2150.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
4.28
81
14.68
36
31.99
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_1405
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
1.65
104.52
104.55
model-npz/DenseNet201_optsgd_s1000_e1_b16_lr001_1706.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.48
91
20.59
38
32.33
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1887
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
1.7
107.37
107.4
model-npz/DenseNet201_optsgd_s1000_e1_b16_lr0001_9424.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.91
89
19.09
39
33.07
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2056
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
1.63
103.2
103.23
model-npz/DenseNet201_optsgd_s1000_e1_b16_lr00001_1456.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.63
91
20.79
39
33.63
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_5718
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
3.29
105.44
105.47
model-npz/DenseNet201_optsgd_s1000_e1_b32_lr001_4333.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
7.2
94
21.63
40
33.97
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_1679
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
3.35
107.42
107.45
model-npz/DenseNet201_optsgd_s1000_e1_b32_lr0001_3308.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
6.99
93
20.79
40
34.4
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1773
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
3.25
104.24
104.27
model-npz/DenseNet201_optsgd_s1000_e1_b32_lr00001_3076.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
7.15
98
20.63
40
34.43
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_5366
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
7.26
116.29
116.33
model-npz/DenseNet201_optsgd_s1000_e1_b64_lr001_2534.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
10.64
99
32.07
46
36.18
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_3066
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
7.19
115.07
115.1
model-npz/DenseNet201_optsgd_s1000_e1_b64_lr0001_1809.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
10.41
100
31.44
47
38.08
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1097
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
7.23
115.77
115.8
model-npz/DenseNet201_optsgd_s1000_e1_b64_lr00001_4073.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
9.98
100
30.84
47
38.7
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1458
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.2
199.55
399.13
model-npz/DenseNet201_optsgd_s1000_e2_b1_lr001_2798.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.59
79
23.91
41
33.02
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_3189
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.19
195.03
390.1
model-npz/DenseNet201_optsgd_s1000_e2_b1_lr0001_1095.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.58
81
25.16
32
30.51
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2424
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.19
196.33
392.69
model-npz/DenseNet201_optsgd_s1000_e2_b1_lr00001_9656.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.58
80
25.03
31
30.61
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_1084
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.23
118.34
236.72
model-npz/DenseNet201_optsgd_s1000_e2_b2_lr001_3140.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.35
80
22.71
33
30.94
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_2790
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.24
119.96
239.96
model-npz/DenseNet201_optsgd_s1000_e2_b2_lr0001_2295.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
3.34
78
23.09
34
32.17
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_3245
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.23
117.67
235.38
model-npz/DenseNet201_optsgd_s1000_e2_b2_lr00001_2991.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.45
80
23.25
35
32.05
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_1518
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.32
80.5
161.04
model-npz/DenseNet201_optsgd_s1000_e2_b4_lr001_6299.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
5.05
80
22.56
35
32.46
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_2012
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.31
79.1
158.23
model-npz/DenseNet201_optsgd_s1000_e2_b4_lr0001_1259.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
5.01
79
22.49
36
32.9
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1530
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.32
81.08
162.19
model-npz/DenseNet201_optsgd_s1000_e2_b4_lr00001_7592.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.9
80
21.85
36
33
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_3089
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.49
61.69
123.42
model-npz/DenseNet201_optsgd_s1000_e2_b8_lr001_5566.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
6.58
80
21.52
38
33.23
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_1990
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.49
61.65
123.35
model-npz/DenseNet201_optsgd_s1000_e2_b8_lr0001_3116.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
6.71
82
21.91
39
33.54
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2326
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.49
61.5
123.03
model-npz/DenseNet201_optsgd_s1000_e2_b8_lr00001_1505.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
6.65
80
21.7
38
33.65
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_2870
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.93
58.98
118
model-npz/DenseNet201_optsgd_s1000_e2_b16_lr001_6393.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
8.85
91
25.72
40
34.15
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_8084
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.93
58.61
117.26
model-npz/DenseNet201_optsgd_s1000_e2_b16_lr0001_2345.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
8.51
99
24.32
42
34.82
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1322
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.93
58.76
117.56
model-npz/DenseNet201_optsgd_s1000_e2_b16_lr00001_2663.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
8.71
90
26.02
42
35.21
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_3888
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
1.8
57.67
115.39
model-npz/DenseNet201_optsgd_s1000_e2_b32_lr001_9087.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
10.01
95
26.85
43
35.6
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2815
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
1.78
57.14
114.33
model-npz/DenseNet201_optsgd_s1000_e2_b32_lr0001_3357.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
9.96
100
26.61
44
36
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_6889
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
1.78
57.07
114.18
model-npz/DenseNet201_optsgd_s1000_e2_b32_lr00001_2275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
9.66
99
26.29
44
36.05
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_3102
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
3.89
62.36
124.76
model-npz/DenseNet201_optsgd_s1000_e2_b64_lr001_1457.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
12.34
100
33.8
48
38.01
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1333
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
3.91
62.68
125.4
model-npz/DenseNet201_optsgd_s1000_e2_b64_lr0001_2548.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
12.48
100
33.05
49
39.61
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2098
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
3.91
62.57
125.18
model-npz/DenseNet201_optsgd_s1000_e2_b64_lr00001_2809.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
13.48
100
36.62
49
40.1
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2139
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.89
28.67
143.39
model-npz/DenseNet201_optsgd_s1000_e5_b32_lr001_2398.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
16.09
100
37.3
47
34.72
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2623
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.9
28.94
144.74
model-npz/DenseNet201_optsgd_s1000_e5_b32_lr0001_3715.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
15.86
99
37.28
50
39.53
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1795
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.9
28.85
144.33
model-npz/DenseNet201_optsgd_s1000_e5_b32_lr00001_3666.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
15.9
94
35.93
51
40.63
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_3552
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.86
29.78
148.94
model-npz/DenseNet201_optsgd_s1000_e5_b64_lr001_8552.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
18.8
100
41.41
55
42.83
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_1118
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.87
29.95
149.79
model-npz/DenseNet201_optsgd_s1000_e5_b64_lr0001_1780.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
19.41
100
44.18
55
44.28
DenseNet201_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_6289
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
1.89
30.31
151.61
model-npz/DenseNet201_optsgd_s1000_e5_b64_lr00001_1999.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
18.42
100
41.5
55
44.47