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_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1357
1,000
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.31
19.76
98.87
model-npz/ResNet101_optsgd_s1000_e5_b16_lr00001_2200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
17.99
92
45.43
54
45.23
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2326
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.57
18.27
91.4
model-npz/ResNet101_optsgd_s1000_e5_b32_lr001_2728.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
19.42
100
44.88
52
45.02
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_8873
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.57
18.34
91.75
model-npz/ResNet101_optsgd_s1000_e5_b32_lr0001_1286.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
19.95
100
45.52
55
45.03
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1529
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.58
18.53
92.72
model-npz/ResNet101_optsgd_s1000_e5_b32_lr00001_2639.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
19.48
100
44.48
55
46.21
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_7766
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
1.16
18.61
93.1
model-npz/ResNet101_optsgd_s1000_e5_b64_lr001_8259.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
20.48
100
48.5
56
47.18
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_1198
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.17
18.78
93.95
model-npz/ResNet101_optsgd_s1000_e5_b64_lr0001_2800.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
21.01
100
49.12
57
47.83
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_5008
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
1.17
18.71
93.6
model-npz/ResNet101_optsgd_s1000_e5_b64_lr00001_6109.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
20.96
100
48.95
57
48.49
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e1_b1_lr01_9601
1
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
32.9
32.92
32.96
model-npz/Xception_optadam_s1_e1_b1_lr001_1233.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.42
79
1.64
23
22.05
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e1_b1_lr001_8724
1
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
31.15
31.17
31.19
model-npz/Xception_optadam_s1_e1_b1_lr0001_2016.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.42
78
2.25
25
23.05
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e1_b1_lr0001_1874
1
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
30.69
30.72
30.74
model-npz/Xception_optadam_s1_e1_b1_lr00001_1650.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.64
65
2.91
25
23.34
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e2_b1_lr01_1706
1
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
15.68
15.69
31.42
model-npz/Xception_optadam_s1_e2_b1_lr001_3393.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.67
57
2.37
25
23.68
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e2_b1_lr001_3025
1
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
15.72
15.73
31.49
model-npz/Xception_optadam_s1_e2_b1_lr0001_2990.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.55
65
2.69
25
24.03
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e2_b1_lr0001_1431
1
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
15.31
15.32
30.67
model-npz/Xception_optadam_s1_e2_b1_lr00001_9051.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.36
76
1.99
26
24.12
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e5_b1_lr01_3389
1
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
6.3
6.31
31.57
model-npz/Xception_optadam_s1_e5_b1_lr001_5087.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.69
74
3.43
25
24.06
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e5_b1_lr001_2365
1
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
6.22
6.23
31.19
model-npz/Xception_optadam_s1_e5_b1_lr0001_1910.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.37
68
2.01
25
24.08
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e5_b1_lr0001_2970
1
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
6.23
6.24
31.25
model-npz/Xception_optadam_s1_e5_b1_lr00001_2271.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.64
75
3.03
26
24.15
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e10_b1_lr01_4098
1
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
3.11
3.12
31.22
model-npz/Xception_optadam_s1_e10_b1_lr001_2931.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.45
73
1.96
26
24.09
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e10_b1_lr001_1207
1
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
3.12
3.13
31.34
model-npz/Xception_optadam_s1_e10_b1_lr0001_2113.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.53
73
2.42
26
24.2
Xception_architecture_optadam_s1_ipd299x299x3_opd10_e10_b1_lr0001_1423
1
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
3.1
3.11
31.12
model-npz/Xception_optadam_s1_e10_b1_lr00001_6994.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.57
78
3.08
26
24.28
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b1_lr01_3090
10
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
3.16
31.6
31.62
model-npz/Xception_optadam_s10_e1_b1_lr001_2666.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.69
62
3.29
26
24.1
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b1_lr001_1697
10
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
3.15
31.58
31.6
model-npz/Xception_optadam_s10_e1_b1_lr0001_1538.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.55
68
2.56
26
24.15
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b1_lr0001_2146
10
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
3.12
31.28
31.3
model-npz/Xception_optadam_s10_e1_b1_lr00001_2057.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.58
76
3.22
26
24.23
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b2_lr01_1786
10
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
6.27
31.38
31.4
model-npz/Xception_optadam_s10_e1_b2_lr001_2131.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.55
49
2.34
26
24.3
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b2_lr001_3020
10
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
6.25
31.29
31.31
model-npz/Xception_optadam_s10_e1_b2_lr0001_1667.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
0.91
77
3.77
26
24.4
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b2_lr0001_2030
10
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
6.3
31.55
31.57
model-npz/Xception_optadam_s10_e1_b2_lr00001_3030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.78
79
3.38
27
24.55
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b4_lr01_1736
10
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
11.1
33.33
33.35
model-npz/Xception_optadam_s10_e1_b4_lr001_1664.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
1.79
91
7.18
29
24.94
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b4_lr001_3869
10
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
10.98
32.98
33
model-npz/Xception_optadam_s10_e1_b4_lr0001_2235.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
1.95
95
8.26
29
25.16
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b4_lr0001_1573
10
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
11.28
33.86
33.89
model-npz/Xception_optadam_s10_e1_b4_lr00001_4014.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.73
88
7.99
29
25.5
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b8_lr01_1068
10
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
17.47
34.97
34.99
model-npz/Xception_optadam_s10_e1_b8_lr001_1455.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
3.9
99
12.41
30
25.95
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b8_lr001_1610
10
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
17.24
34.51
34.53
model-npz/Xception_optadam_s10_e1_b8_lr0001_2233.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
2.67
92
10.15
30
26.26
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e1_b8_lr0001_1955
10
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
17.3
34.62
34.65
model-npz/Xception_optadam_s10_e1_b8_lr00001_7410.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
3.19
99
10.26
30
26.57
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b1_lr01_3103
10
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
1.57
15.74
31.52
model-npz/Xception_optadam_s10_e2_b1_lr001_1581.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.7
78
3.47
28
25.91
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b1_lr001_1191
10
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
1.6
15.99
32.01
model-npz/Xception_optadam_s10_e2_b1_lr0001_3021.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.13
77
4.82
27
25.26
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b1_lr0001_7761
10
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
1.6
16.04
32.11
model-npz/Xception_optadam_s10_e2_b1_lr00001_2251.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1
64
3.95
27
25.1
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b2_lr01_3262
10
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
3.15
15.75
31.53
model-npz/Xception_optadam_s10_e2_b2_lr001_2623.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.11
82
5.03
27
25.12
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b2_lr001_3221
10
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
3.1
15.54
31.1
model-npz/Xception_optadam_s10_e2_b2_lr0001_2451.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.07
84
4.66
27
24.78
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b2_lr0001_3133
10
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
3.2
16.01
32.06
model-npz/Xception_optadam_s10_e2_b2_lr00001_1561.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.88
68
4.13
27
24.97
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr01_2928
10
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
5.68
17.05
34.12
model-npz/Xception_optadam_s10_e2_b4_lr001_1487.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.98
95
8
29
25.2
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr001_3347
10
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
5.69
17.09
34.21
model-npz/Xception_optadam_s10_e2_b4_lr0001_1057.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
1.63
93
7
29
25.41
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b4_lr0001_2602
10
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
5.69
17.08
34.2
model-npz/Xception_optadam_s10_e2_b4_lr00001_6608.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.48
92
7.63
29
25.57
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr01_2344
10
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
8.85
17.72
35.47
model-npz/Xception_optadam_s10_e2_b8_lr001_1219.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.57
99
9.81
30
26.14
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr001_2347
10
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
8.54
17.09
34.21
model-npz/Xception_optadam_s10_e2_b8_lr0001_2020.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
2.48
91
8.24
30
26.62
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e2_b8_lr0001_1581
10
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
8.61
17.24
34.5
model-npz/Xception_optadam_s10_e2_b8_lr00001_2855.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
3.25
97
10.9
30
26.68
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr01_3277
10
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.68
6.84
34.23
model-npz/Xception_optadam_s10_e5_b1_lr001_1982.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.48
67
6.4
28
26.26
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr001_2580
10
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.66
6.64
33.24
model-npz/Xception_optadam_s10_e5_b1_lr0001_1233.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.5
74
6.24
29
26.01
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b1_lr0001_1954
10
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.67
6.72
33.63
model-npz/Xception_optadam_s10_e5_b1_lr00001_3109.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.51
66
6.19
28
25.63
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr01_3057
10
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
1.3
6.49
32.51
model-npz/Xception_optadam_s10_e5_b2_lr001_2234.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.18
85
5.59
29
25.3
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr001_5194
10
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
1.3
6.52
32.66
model-npz/Xception_optadam_s10_e5_b2_lr0001_3172.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.44
85
6.2
28
25.28
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b2_lr0001_3183
10
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
1.29
6.46
32.34
model-npz/Xception_optadam_s10_e5_b2_lr00001_1076.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.41
86
5.71
29
25.29
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr01_2752
10
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
2.3
6.9
34.56
model-npz/Xception_optadam_s10_e5_b4_lr001_9580.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
2.46
92
9.39
30
25.62
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr001_8955
10
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
2.31
6.94
34.74
model-npz/Xception_optadam_s10_e5_b4_lr0001_1668.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
1.81
95
7.01
30
25.95
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b4_lr0001_1003
10
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
2.26
6.81
34.07
model-npz/Xception_optadam_s10_e5_b4_lr00001_3399.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.25
91
8.92
30
26.23
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr01_1402
10
299
299
3
10
adam
5
8
0.01
2.15.1
12.2
3.52
7.04
35.24
model-npz/Xception_optadam_s10_e5_b8_lr001_2975.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
3.93
100
12.44
31
26.58
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr001_3395
10
299
299
3
10
adam
5
8
0.001
2.15.1
12.2
3.49
6.99
35
model-npz/Xception_optadam_s10_e5_b8_lr0001_3197.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
3.21
92
11.29
31
26.85
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e5_b8_lr0001_1329
10
299
299
3
10
adam
5
8
0.0001
2.15.1
12.2
3.48
6.98
34.92
model-npz/Xception_optadam_s10_e5_b8_lr00001_3285.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
2.51
91
9.8
32
27.17
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr01_1844
10
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
0.36
3.58
35.88
model-npz/Xception_optadam_s10_e10_b1_lr001_3146.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.51
72
10.4
29
26.6
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr001_4391
10
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
0.36
3.62
36.3
model-npz/Xception_optadam_s10_e10_b1_lr0001_1073.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.3
66
9.06
29
26.4
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b1_lr0001_3324
10
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
0.36
3.62
36.26
model-npz/Xception_optadam_s10_e10_b1_lr00001_3340.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.52
69
9.6
29
26.33
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr01_3250
10
299
299
3
10
adam
10
2
0.01
2.15.1
12.2
0.68
3.4
34.1
model-npz/Xception_optadam_s10_e10_b2_lr001_2753.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.42
84
9.01
30
26.31
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr001_1803
10
299
299
3
10
adam
10
2
0.001
2.15.1
12.2
0.68
3.39
33.94
model-npz/Xception_optadam_s10_e10_b2_lr0001_2621.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.04
86
7.63
30
26.03
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b2_lr0001_2085
10
299
299
3
10
adam
10
2
0.0001
2.15.1
12.2
0.67
3.38
33.85
model-npz/Xception_optadam_s10_e10_b2_lr00001_1105.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.38
86
9.39
30
26.23
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr01_3337
10
299
299
3
10
adam
10
4
0.01
2.15.1
12.2
1.2
3.62
36.21
model-npz/Xception_optadam_s10_e10_b4_lr001_3198.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.5
94
9.58
31
26.39
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr001_2029
10
299
299
3
10
adam
10
4
0.001
2.15.1
12.2
1.2
3.6
36.1
model-npz/Xception_optadam_s10_e10_b4_lr0001_5445.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
2.73
91
9.89
32
26.69
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b4_lr0001_2086
10
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
1.18
3.56
35.62
model-npz/Xception_optadam_s10_e10_b4_lr00001_1971.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.37
98
12.63
31
26.88
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr01_1747
10
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
1.8
3.6
36.1
model-npz/Xception_optadam_s10_e10_b8_lr001_2113.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
4.24
99
12.99
32
27.38
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr001_2729
10
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
1.83
3.66
36.7
model-npz/Xception_optadam_s10_e10_b8_lr0001_5794.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
3.42
94
11.9
32
27.64
Xception_architecture_optadam_s10_ipd299x299x3_opd10_e10_b8_lr0001_1225
10
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
1.79
3.6
36.02
model-npz/Xception_optadam_s10_e10_b8_lr00001_1551.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
3.54
99
12.9
33
27.92
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr01_3285
100
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
0.35
35.52
35.54
model-npz/Xception_optadam_s100_e1_b1_lr001_1732.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.27
76
9.39
30
27.14
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr001_1122
100
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
0.36
35.86
35.89
model-npz/Xception_optadam_s100_e1_b1_lr0001_3236.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.55
70
10.59
30
26.54
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b1_lr0001_6692
100
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
0.38
37.98
38.01
model-npz/Xception_optadam_s100_e1_b1_lr00001_1676.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.32
74
9.41
29
26.12
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr01_2242
100
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
0.7
35.31
35.34
model-npz/Xception_optadam_s100_e1_b2_lr001_1819.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2
85
8.59
30
26.1
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr001_3123
100
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
0.68
33.91
33.94
model-npz/Xception_optadam_s100_e1_b2_lr0001_1707.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.42
87
9.65
30
26.11
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b2_lr0001_1872
100
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
0.69
34.61
34.63
model-npz/Xception_optadam_s100_e1_b2_lr00001_2713.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.11
81
8.52
30
26.09
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr01_1899
100
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
1.34
33.6
33.62
model-npz/Xception_optadam_s100_e1_b4_lr001_1715.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.7
89
7.12
31
26.24
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr001_1393
100
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
1.34
33.55
33.58
model-npz/Xception_optadam_s100_e1_b4_lr0001_1118.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.94
89
7.6
31
26.41
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b4_lr0001_9543
100
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
1.33
33.31
33.33
model-npz/Xception_optadam_s100_e1_b4_lr00001_7779.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
2.28
91
8.85
31
26.57
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr01_1679
100
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
2.86
37.17
37.19
model-npz/Xception_optadam_s100_e1_b8_lr001_1494.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
2.67
99
9.86
32
26.86
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr001_2493
100
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
2.82
36.72
36.75
model-npz/Xception_optadam_s100_e1_b8_lr0001_5543.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
3.82
99
14.93
32
27.41
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b8_lr0001_5068
100
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
2.87
37.32
37.34
model-npz/Xception_optadam_s100_e1_b8_lr00001_6142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.12
98
14.09
33
27.67
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b16_lr01_2329
100
299
299
3
10
adam
1
16
0.01
2.15.1
12.2
5.61
39.3
39.33
model-npz/Xception_optadam_s100_e1_b16_lr001_3093.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
4.23
98
15.26
34
28.45
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b16_lr001_1778
100
299
299
3
10
adam
1
16
0.001
2.15.1
12.2
5.59
39.13
39.16
model-npz/Xception_optadam_s100_e1_b16_lr0001_2270.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
5.21
100
17.14
34
29.01
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b16_lr0001_7985
100
299
299
3
10
adam
1
16
0.0001
2.15.1
12.2
5.59
39.14
39.17
model-npz/Xception_optadam_s100_e1_b16_lr00001_2181.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
5.35
100
17.53
35
29.39
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b32_lr01_1197
100
299
299
3
10
adam
1
32
0.01
2.15.1
12.2
11.39
45.58
45.6
model-npz/Xception_optadam_s100_e1_b32_lr001_7988.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
69
7.84
100
22.25
36
30.23
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b32_lr001_8454
100
299
299
3
10
adam
1
32
0.001
2.15.1
12.2
10.78
43.13
43.16
model-npz/Xception_optadam_s100_e1_b32_lr0001_4006.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
8.84
100
25.02
36
31.4
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e1_b32_lr0001_6828
100
299
299
3
10
adam
1
32
0.0001
2.15.1
12.2
10.64
42.57
42.59
model-npz/Xception_optadam_s100_e1_b32_lr00001_3309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
66
9.46
100
25.36
36
31.82
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b1_lr01_3099
100
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
0.21
21.37
42.77
model-npz/Xception_optadam_s100_e2_b1_lr001_1005.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.76
100
15.29
33
30.84
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b1_lr001_2370
100
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
0.21
20.66
41.34
model-npz/Xception_optadam_s100_e2_b1_lr0001_1694.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.87
74
15.2
32
29.01
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b1_lr0001_1223
100
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
0.21
20.95
41.94
model-npz/Xception_optadam_s100_e2_b1_lr00001_2978.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
3.74
74
14.44
32
28.13
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b2_lr01_1419
100
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
0.37
18.48
36.99
model-npz/Xception_optadam_s100_e2_b2_lr001_1910.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
3.22
88
13.4
32
27.76
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b2_lr001_1790
100
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
0.37
18.34
36.7
model-npz/Xception_optadam_s100_e2_b2_lr0001_1404.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.96
86
11.69
32
27.49
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b2_lr0001_1115
100
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
0.37
18.79
37.61
model-npz/Xception_optadam_s100_e2_b2_lr00001_2187.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
3.33
87
13.06
32
27.14
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr01_2264
100
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
0.72
18.11
36.25
model-npz/Xception_optadam_s100_e2_b4_lr001_2960.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
3.57
91
12.68
33
26.8
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr001_3561
100
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
0.74
18.49
37
model-npz/Xception_optadam_s100_e2_b4_lr0001_5032.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.95
91
10.63
32
27.01
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b4_lr0001_2038
100
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
0.71
17.88
35.79
model-npz/Xception_optadam_s100_e2_b4_lr00001_7774.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
3.01
90
11.06
32
27.08
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b8_lr01_2134
100
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
1.47
19.18
38.4
model-npz/Xception_optadam_s100_e2_b8_lr001_9751.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
4.18
97
14.1
33
27.42
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b8_lr001_1410
100
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
1.49
19.34
38.7
model-npz/Xception_optadam_s100_e2_b8_lr0001_2704.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.12
98
14.18
35
28.26
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b8_lr0001_1115
100
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
1.47
19.09
38.2
model-npz/Xception_optadam_s100_e2_b8_lr00001_9706.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.77
94
16.2
34
28.84
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b16_lr01_3073
100
299
299
3
10
adam
2
16
0.01
2.15.1
12.2
2.88
20.21
40.44
model-npz/Xception_optadam_s100_e2_b16_lr001_2791.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
6.29
99
19.13
35
29.47
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b16_lr001_1761
100
299
299
3
10
adam
2
16
0.001
2.15.1
12.2
2.88
20.17
40.37
model-npz/Xception_optadam_s100_e2_b16_lr0001_1219.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
6.76
99
20.99
36
30.12
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b16_lr0001_5600
100
299
299
3
10
adam
2
16
0.0001
2.15.1
12.2
2.95
20.67
41.37
model-npz/Xception_optadam_s100_e2_b16_lr00001_3262.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
6.64
99
20.76
36
30.09