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
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_9946
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
4.67
14.03
14.05
model-npz/VGG19_optadam_s10_e1_b4_lr0001_2578.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.38
100
18.49
36
33
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_3215
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
4.31
12.96
12.98
model-npz/VGG19_optadam_s10_e1_b4_lr00001_1714.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.32
92
13.92
37
33.45
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_2875
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
7.17
14.37
14.4
model-npz/VGG19_optadam_s10_e1_b8_lr001_2750.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.24
100
22.86
38
34.19
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1699
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
7.13
14.27
14.3
model-npz/VGG19_optadam_s10_e1_b8_lr0001_3288.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
4.38
100
21.74
39
35
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_2947
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
6.92
13.85
13.87
model-npz/VGG19_optadam_s10_e1_b8_lr00001_1262.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
5.15
100
21.82
39
35.36
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_9508
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.56
5.61
11.25
model-npz/VGG19_optadam_s10_e2_b1_lr001_2568.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.58
82
8.76
36
34.88
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_3088
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.55
5.56
11.15
model-npz/VGG19_optadam_s10_e2_b1_lr0001_2210.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
2.78
100
10.75
36
34.19
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_2414
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.56
5.66
11.34
model-npz/VGG19_optadam_s10_e2_b1_lr00001_2235.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.44
100
10
35
33.59
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_1560
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.15
5.75
11.52
model-npz/VGG19_optadam_s10_e2_b2_lr001_9586.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.83
100
12.58
35
33.47
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_3045
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.12
5.63
11.28
model-npz/VGG19_optadam_s10_e2_b2_lr0001_1711.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
2.76
100
12.91
36
33.41
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1736
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.12
5.59
11.19
model-npz/VGG19_optadam_s10_e2_b2_lr00001_1907.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
2.85
100
13.39
36
33.3
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_9484
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
2.15
6.47
12.97
model-npz/VGG19_optadam_s10_e2_b4_lr001_3199.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
5.08
100
21.54
37
34.14
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_5510
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
2.17
6.52
13.08
model-npz/VGG19_optadam_s10_e2_b4_lr0001_2658.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.24
100
16.08
38
34.08
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_2656
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
2.21
6.63
13.29
model-npz/VGG19_optadam_s10_e2_b4_lr00001_2596.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
3
100
13.55
38
34.48
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_8439
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
3.55
7.12
14.27
model-npz/VGG19_optadam_s10_e2_b8_lr001_3025.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
4.41
98
19.28
39
35.31
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_1120
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
3.69
7.38
14.8
model-npz/VGG19_optadam_s10_e2_b8_lr0001_2820.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.39
98
21
39
35.63
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_1519
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
3.61
7.23
14.49
model-npz/VGG19_optadam_s10_e2_b8_lr00001_2380.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
4.92
100
23.54
40
36.23
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1926
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.23
2.36
11.81
model-npz/VGG19_optadam_s10_e5_b1_lr001_3197.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
3.34
87
9.86
37
35.31
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_1076
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.24
2.42
12.14
model-npz/VGG19_optadam_s10_e5_b1_lr0001_2813.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.03
100
13.76
37
34.81
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_4690
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.24
2.36
11.85
model-npz/VGG19_optadam_s10_e5_b1_lr00001_2808.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
3
87
11.26
36
34.34
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_3063
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.47
2.33
11.7
model-npz/VGG19_optadam_s10_e5_b2_lr001_2119.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
2.85
100
9.56
37
34.29
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1809
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.47
2.38
11.92
model-npz/VGG19_optadam_s10_e5_b2_lr0001_2531.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
2.31
86
7.42
36
34.17
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2214
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.48
2.39
11.97
model-npz/VGG19_optadam_s10_e5_b2_lr00001_2114.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
2.17
87
5.94
36
33.77
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_1828
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.91
2.74
13.73
model-npz/VGG19_optadam_s10_e5_b4_lr001_3108.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
5.13
92
18.54
37
34.41
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_2284
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.91
2.74
13.76
model-npz/VGG19_optadam_s10_e5_b4_lr0001_1991.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.55
90
12.68
38
34.71
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_2944
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.92
2.76
13.85
model-npz/VGG19_optadam_s10_e5_b4_lr00001_1353.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
4.67
100
16.69
39
35.18
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1295
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.46
2.92
14.63
model-npz/VGG19_optadam_s10_e5_b8_lr001_1596.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.23
100
25.38
40
36.21
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_1753
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.45
2.91
14.6
model-npz/VGG19_optadam_s10_e5_b8_lr0001_1842.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.15
100
24.66
40
36.49
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_3338
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
1.47
2.94
14.72
model-npz/VGG19_optadam_s10_e5_b8_lr00001_3192.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.8
100
22.83
40
36.73
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_1756
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.13
1.3
13.01
model-npz/VGG19_optadam_s10_e10_b1_lr001_1970.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.95
100
15.21
39
36.16
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_3014
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.14
1.4
14.03
model-npz/VGG19_optadam_s10_e10_b1_lr0001_1351.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.53
100
16.75
39
35.64
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_8284
10
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.13
1.29
12.89
model-npz/VGG19_optadam_s10_e10_b1_lr00001_2473.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.53
100
19
38
35.32
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_2885
10
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.26
1.28
12.84
model-npz/VGG19_optadam_s10_e10_b2_lr001_2672.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.44
100
18.64
38
35.25
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_1299
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.25
1.26
12.67
model-npz/VGG19_optadam_s10_e10_b2_lr0001_1646.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
4
92
12.06
38
35.06
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_1400
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.25
1.27
12.71
model-npz/VGG19_optadam_s10_e10_b2_lr00001_3367.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.11
100
15.86
38
34.74
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2027
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.48
1.44
14.44
model-npz/VGG19_optadam_s10_e10_b4_lr001_1040.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.78
100
24.39
39
35.54
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2269
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.48
1.45
14.52
model-npz/VGG19_optadam_s10_e10_b4_lr0001_5553.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
5.28
100
19.97
40
36
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_1603
10
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.48
1.44
14.44
model-npz/VGG19_optadam_s10_e10_b4_lr00001_1046.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
5.9
96
21.92
40
36.28
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_6494
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.76
1.53
15.39
model-npz/VGG19_optadam_s10_e10_b8_lr001_5463.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
5.15
97
21.15
41
37.1
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_2795
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.76
1.53
15.3
model-npz/VGG19_optadam_s10_e10_b8_lr0001_3307.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
7.09
100
25.79
41
37.3
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_5321
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.76
1.52
15.28
model-npz/VGG19_optadam_s10_e10_b8_lr00001_9354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
6.02
100
23.19
42
37.76
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_3589
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.13
12.94
12.96
model-npz/VGG19_optadam_s100_e1_b1_lr001_8656.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.84
100
17.53
39
36.76
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2715
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.13
12.96
12.99
model-npz/VGG19_optadam_s100_e1_b1_lr0001_1832.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
4.68
92
13
39
36.41
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_2358
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.13
13.1
13.12
model-npz/VGG19_optadam_s100_e1_b1_lr00001_1394.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.68
100
18.29
39
35.92
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_2342
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.25
12.64
12.66
model-npz/VGG19_optadam_s100_e1_b2_lr001_1090.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.19
94
12.7
38
35.54
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_3162
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.25
12.66
12.69
model-npz/VGG19_optadam_s100_e1_b2_lr0001_1747.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.43
93
13.35
38
35.41
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_5745
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.25
12.69
12.71
model-npz/VGG19_optadam_s100_e1_b2_lr00001_9204.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
5
100
15.23
39
35.4
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_1007
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.53
13.32
13.34
model-npz/VGG19_optadam_s100_e1_b4_lr001_2391.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
4.61
100
15.11
38
35.39
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_2368
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.52
13.07
13.1
model-npz/VGG19_optadam_s100_e1_b4_lr0001_1077.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
3.38
93
12.21
39
35.13
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_2591
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.52
13.08
13.1
model-npz/VGG19_optadam_s100_e1_b4_lr00001_6572.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.87
100
18.53
39
35.61
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_2753
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
1.22
15.91
15.93
model-npz/VGG19_optadam_s100_e1_b8_lr001_3311.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.36
94
27.55
41
36.6
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_2467
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
1.23
16
16.02
model-npz/VGG19_optadam_s100_e1_b8_lr0001_1523.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.89
100
22.91
41
37.21
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_2614
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
1.22
15.91
15.94
model-npz/VGG19_optadam_s100_e1_b8_lr00001_2979.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
6.1
97
23.07
43
38.05
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_2268
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
2.56
17.95
17.97
model-npz/VGG19_optadam_s100_e1_b16_lr001_1575.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
9.2
100
33.48
43
39.48
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_6677
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
2.57
17.99
18.02
model-npz/VGG19_optadam_s100_e1_b16_lr0001_3191.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
8.8
100
33.66
44
39.66
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_2908
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
2.6
18.24
18.27
model-npz/VGG19_optadam_s100_e1_b16_lr00001_2416.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
7.83
100
31.34
45
40.7
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2888
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
5.55
22.24
22.27
model-npz/VGG19_optadam_s100_e1_b32_lr001_1265.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
10.45
100
44.32
47
42.3
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_5653
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
5.74
22.98
23
model-npz/VGG19_optadam_s100_e1_b32_lr0001_1832.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
9.03
100
36.19
48
43.34
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_2353
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
5.49
22
22.03
model-npz/VGG19_optadam_s100_e1_b32_lr00001_3056.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
9.74
100
43.57
49
44.7
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2235
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
19.97
39.97
39.99
model-npz/VGG19_optadam_s100_e1_b64_lr001_6448.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
15.38
100
63.65
55
48.89
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2608
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
20.12
40.26
40.29
model-npz/VGG19_optadam_s100_e1_b64_lr0001_2021.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
14.93
100
66.74
58
53.25
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2978
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
20.05
40.13
40.15
model-npz/VGG19_optadam_s100_e1_b64_lr00001_2257.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
14.82
100
64.1
60
55.01
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_1228
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.08
7.58
15.19
model-npz/VGG19_optadam_s100_e2_b1_lr001_1705.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
8.27
100
24.68
55
50.59
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2894
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.08
7.61
15.25
model-npz/VGG19_optadam_s100_e2_b1_lr0001_2513.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
7.33
91
19.96
49
46.67
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_3250
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.08
7.68
15.38
model-npz/VGG19_optadam_s100_e2_b1_lr00001_2416.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
8.79
100
25.23
48
44.4
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_4884
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.14
7.11
14.25
model-npz/VGG19_optadam_s100_e2_b2_lr001_2801.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
7.56
100
24.1
45
42.85
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_5988
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.14
7.03
14.08
model-npz/VGG19_optadam_s100_e2_b2_lr0001_1073.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.02
100
18.73
45
41.3
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_6760
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.14
7.04
14.11
model-npz/VGG19_optadam_s100_e2_b2_lr00001_3784.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.68
100
24.95
44
40.47
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_2869
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.28
7.12
14.26
model-npz/VGG19_optadam_s100_e2_b4_lr001_1526.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.77
95
18.41
43
39.85
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_3156
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.28
7.11
14.25
model-npz/VGG19_optadam_s100_e2_b4_lr0001_2029.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
6.45
100
20.38
43
39.45
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_3146
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.29
7.2
14.43
model-npz/VGG19_optadam_s100_e2_b4_lr00001_3154.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
6.38
100
21.3
43
39.27
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_2358
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.66
8.56
17.15
model-npz/VGG19_optadam_s100_e2_b8_lr001_5458.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
7.5
100
28.3
44
39.77
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_1564
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.66
8.55
17.14
model-npz/VGG19_optadam_s100_e2_b8_lr0001_1454.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
8.12
98
30.69
45
39.84
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_3235
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.65
8.47
16.97
model-npz/VGG19_optadam_s100_e2_b8_lr00001_2246.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
7.13
100
26.3
45
40.09
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_2165
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
1.33
9.3
18.64
model-npz/VGG19_optadam_s100_e2_b16_lr001_2401.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
9.6
100
36.28
45
41.36
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_2620
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
1.34
9.41
18.85
model-npz/VGG19_optadam_s100_e2_b16_lr0001_3147.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
9.5
100
35.6
46
41.84
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1676
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
1.33
9.34
18.71
model-npz/VGG19_optadam_s100_e2_b16_lr00001_2156.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
10
100
37
47
42.67
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_1327
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
2.85
11.41
22.86
model-npz/VGG19_optadam_s100_e2_b32_lr001_2905.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
12.7
100
46.72
49
44.43
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_7050
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
2.85
11.41
22.85
model-npz/VGG19_optadam_s100_e2_b32_lr0001_2896.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
11.32
100
43.89
50
45.54
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2874
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
2.94
11.79
23.6
model-npz/VGG19_optadam_s100_e2_b32_lr00001_7018.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
10.76
100
44.38
51
46.29
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_3178
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
10.18
20.38
40.79
model-npz/VGG19_optadam_s100_e2_b64_lr001_3368.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
13.63
100
61.83
56
49.78
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_1100
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
10.19
20.4
40.83
model-npz/VGG19_optadam_s100_e2_b64_lr0001_3301.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
15.12
100
66.38
59
53.81
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_1578
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
10.21
20.44
40.91
model-npz/VGG19_optadam_s100_e2_b64_lr00001_2568.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
14.63
100
63.63
60
55.32
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_3116
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.04
4.41
22.08
model-npz/VGG19_optadam_s100_e5_b1_lr001_5879.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
14.75
100
39.34
55
51.7
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_2089
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.04
4.39
21.96
model-npz/VGG19_optadam_s100_e5_b1_lr0001_2946.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
14.39
100
38.52
51
48.48
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_3075
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.04
4.4
22.04
model-npz/VGG19_optadam_s100_e5_b1_lr00001_2597.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
14.04
100
37.3
50
46.25
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_1753
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.07
3.77
18.86
model-npz/VGG19_optadam_s100_e5_b2_lr001_1732.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
12.33
100
32.55
48
45.02
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_2833
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.08
3.89
19.49
model-npz/VGG19_optadam_s100_e5_b2_lr0001_1681.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
12.51
100
35.27
47
43.67
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_2796
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.07
3.75
18.79
model-npz/VGG19_optadam_s100_e5_b2_lr00001_2462.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
12.83
94
33.89
48
43.38
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_2386
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.14
3.58
17.93
model-npz/VGG19_optadam_s100_e5_b4_lr001_2743.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
10.26
100
29.51
46
42.66
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_6127
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.14
3.56
17.84
model-npz/VGG19_optadam_s100_e5_b4_lr0001_1159.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
10.13
95
30.09
47
42.32
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_3343
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.14
3.55
17.8
model-npz/VGG19_optadam_s100_e5_b4_lr00001_9300.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
9.35
95
25.75
47
41.79
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_1243
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.31
4.03
20.18
model-npz/VGG19_optadam_s100_e5_b8_lr001_1489.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
11.36
100
39.18
47
42.78
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_9265
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.31
4.06
20.34
model-npz/VGG19_optadam_s100_e5_b8_lr0001_2915.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
10.53
96
33
48
42.87
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_2438
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.31
4.07
20.38
model-npz/VGG19_optadam_s100_e5_b8_lr00001_2426.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
11.46
100
39.02
49
43.54
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1718
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.61
4.29
21.47
model-npz/VGG19_optadam_s100_e5_b16_lr001_2259.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
11.88
100
39.47
48
43.68
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2559
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.61
4.3
21.55
model-npz/VGG19_optadam_s100_e5_b16_lr0001_8899.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
12.43
99
39.5
48
44.2
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_2410
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.61
4.31
21.61
model-npz/VGG19_optadam_s100_e5_b16_lr00001_3388.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
11.94
100
39.49
49
44.55
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_7843
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
1.31
5.26
26.36
model-npz/VGG19_optadam_s100_e5_b32_lr001_7383.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
13.63
100
44.4
50
46.05
VGG19_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1183
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
1.28
5.13
25.69
model-npz/VGG19_optadam_s100_e5_b32_lr0001_1830.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
12.54
100
45.52
51
46.2