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
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_1740
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.25
1.23
12.37
model-npz/VGG16_optadam_s10_e10_b2_lr0001_1306.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
3.22
100
13.11
43
38.17
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_2645
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.25
1.24
12.48
model-npz/VGG16_optadam_s10_e10_b2_lr00001_2803.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
4.11
100
15.44
43
37.89
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2661
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.51
1.53
15.31
model-npz/VGG16_optadam_s10_e10_b4_lr001_2341.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
5.91
100
23.7
44
38.7
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2393
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.49
1.49
14.93
model-npz/VGG16_optadam_s10_e10_b4_lr0001_9156.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.67
100
30.21
46
39.43
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_2060
10
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.51
1.53
15.35
model-npz/VGG16_optadam_s10_e10_b4_lr00001_9284.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
5.83
100
22.96
45
39.8
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_1967
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.81
1.63
16.33
model-npz/VGG16_optadam_s10_e10_b8_lr001_1218.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
6.28
100
24.46
46
40.76
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1373
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.81
1.63
16.34
model-npz/VGG16_optadam_s10_e10_b8_lr0001_2493.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.44
100
26.4
46
40.15
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_1420
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.82
1.64
16.42
model-npz/VGG16_optadam_s10_e10_b8_lr00001_2861.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
7.23
100
29.19
47
41.37
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_2659
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.12
11.71
11.75
model-npz/VGG16_optadam_s100_e1_b1_lr001_2661.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
3.9
100
10.95
43
38.56
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_3190
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.12
11.69
11.73
model-npz/VGG16_optadam_s100_e1_b1_lr0001_4384.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
5.15
100
16.21
43
38.59
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_2605
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.12
11.71
11.75
model-npz/VGG16_optadam_s100_e1_b1_lr00001_2969.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
4.72
100
15.83
42
38.19
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_2651
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.24
12.24
12.28
model-npz/VGG16_optadam_s100_e1_b2_lr001_2403.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
5.61
100
20.86
42
38.53
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_5015
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.24
12.22
12.25
model-npz/VGG16_optadam_s100_e1_b2_lr0001_2137.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
3.17
100
11.56
42
37.95
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_1032
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.25
12.46
12.49
model-npz/VGG16_optadam_s100_e1_b2_lr00001_2785.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
2.44
100
10.51
44
38.1
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_5361
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.5
12.58
12.61
model-npz/VGG16_optadam_s100_e1_b4_lr001_1148.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
3.26
100
14.13
44
38.51
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_1453
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.52
13.01
13.05
model-npz/VGG16_optadam_s100_e1_b4_lr00001_2131.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
4.24
100
16.62
43
37.93
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_1075
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
1.27
16.56
16.61
model-npz/VGG16_optadam_s100_e1_b8_lr001_3321.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.51
100
32.53
45
39.51
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1489
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
1.26
16.38
16.41
model-npz/VGG16_optadam_s100_e1_b8_lr00001_2277.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
7.57
100
30.11
46
39.4
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_2672
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
2.68
18.78
18.83
model-npz/VGG16_optadam_s100_e1_b16_lr001_2986.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
6.98
100
30.17
48
41.44
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_1995
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
2.65
18.56
18.58
model-npz/VGG16_optadam_s100_e1_b16_lr0001_2332.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.69
100
29.5
48
41.6
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_2321
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
2.63
18.43
18.47
model-npz/VGG16_optadam_s100_e1_b16_lr00001_2609.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
8
100
33.96
49
43.34
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_9909
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
5.66
22.65
22.69
model-npz/VGG16_optadam_s100_e1_b32_lr001_2801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
9.5
100
42.45
51
44.78
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_2903
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
5.7
22.83
22.87
model-npz/VGG16_optadam_s100_e1_b32_lr0001_1390.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
8.92
100
40.81
52
46.65
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1084
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
5.73
22.93
22.97
model-npz/VGG16_optadam_s100_e1_b32_lr00001_8140.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
9.76
100
44.41
53
47.22
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_3362
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
19.81
39.64
39.71
model-npz/VGG16_optadam_s100_e1_b64_lr001_1589.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
12.12
100
59.29
59
51.64
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_3290
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
19.92
39.86
39.9
model-npz/VGG16_optadam_s100_e1_b64_lr0001_1622.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
11.74
100
60
61
53.95
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_4770
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
20.08
40.19
40.23
model-npz/VGG16_optadam_s100_e1_b64_lr00001_4645.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
14.67
100
66.89
62
56.57
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2347
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.06
6.41
12.84
model-npz/VGG16_optadam_s100_e2_b1_lr001_1451.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
6.71
100
19.2
56
52.17
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_9691
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.06
6.45
12.95
model-npz/VGG16_optadam_s100_e2_b1_lr0001_3246.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6.75
100
17.17
54
49.36
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_1078
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.06
6.46
12.95
model-npz/VGG16_optadam_s100_e2_b1_lr00001_2804.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
8.03
100
21.54
52
47.26
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_2576
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.13
6.43
12.9
model-npz/VGG16_optadam_s100_e2_b2_lr001_1370.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.17
100
21.29
50
45.89
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_2944
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.13
6.43
12.9
model-npz/VGG16_optadam_s100_e2_b2_lr0001_4521.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
5.74
100
18.43
51
44.89
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_2055
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.13
6.35
12.74
model-npz/VGG16_optadam_s100_e2_b2_lr00001_6963.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
6.35
100
21.43
50
43.05
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_2739
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.26
6.57
13.18
model-npz/VGG16_optadam_s100_e2_b4_lr0001_7213.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
6.08
100
24.19
48
42.31
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2976
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.26
6.56
13.14
model-npz/VGG16_optadam_s100_e2_b4_lr00001_2587.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
5.64
100
19.28
48
41.31
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1326
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.65
8.54
17.12
model-npz/VGG16_optadam_s100_e2_b8_lr001_3142.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.86
100
30.66
49
42.75
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_8199
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.66
8.59
17.23
model-npz/VGG16_optadam_s100_e2_b8_lr0001_2047.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
9.77
100
37.09
50
43.81
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_9673
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.67
8.67
17.38
model-npz/VGG16_optadam_s100_e2_b8_lr00001_2667.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
8.72
100
32.33
50
44.4
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_2577
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
1.32
9.23
18.51
model-npz/VGG16_optadam_s100_e2_b16_lr001_1093.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
10.85
100
39.76
51
45.41
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1152
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
1.33
9.34
18.72
model-npz/VGG16_optadam_s100_e2_b16_lr0001_1781.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
10.22
100
41.28
51
46.24
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_2666
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
1.33
9.31
18.67
model-npz/VGG16_optadam_s100_e2_b16_lr00001_1353.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
9.76
100
41.76
52
46.07
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_2361
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
2.9
11.63
23.3
model-npz/VGG16_optadam_s100_e2_b32_lr001_3229.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
10.54
100
44.79
54
47.84
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_5792
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
2.89
11.57
23.18
model-npz/VGG16_optadam_s100_e2_b32_lr0001_2228.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
11.53
100
48.76
54
48.64
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2987
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
2.88
11.53
23.09
model-npz/VGG16_optadam_s100_e2_b32_lr00001_1177.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
11.29
100
48.75
55
49.75
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_2662
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
10
20.02
40.07
model-npz/VGG16_optadam_s100_e2_b64_lr001_2242.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
14.05
100
67.43
60
53.66
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2030
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
10.07
20.16
40.37
model-npz/VGG16_optadam_s100_e2_b64_lr0001_2055.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
14.06
100
68.09
62
56
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_1742
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
10
20.01
40.05
model-npz/VGG16_optadam_s100_e2_b64_lr00001_2270.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
14.28
100
64.63
63
57.46
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_1868
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.03
3.21
16.07
model-npz/VGG16_optadam_s100_e5_b1_lr001_2218.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
10.95
100
26.1
57
52.76
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_2151
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.03
3.18
15.92
model-npz/VGG16_optadam_s100_e5_b1_lr0001_3304.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
11
100
28.4
55
50.76
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_1202
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.03
3.27
16.42
model-npz/VGG16_optadam_s100_e5_b1_lr00001_8993.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
9.51
100
22.8
54
48.51
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_8353
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.06
3.01
15.07
model-npz/VGG16_optadam_s100_e5_b2_lr001_3346.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
10.26
100
27.38
54
47.72
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_1475
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.06
2.99
14.99
model-npz/VGG16_optadam_s100_e5_b2_lr0001_1308.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
8.76
100
23.93
53
46.54
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1135
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.06
2.99
14.97
model-npz/VGG16_optadam_s100_e5_b2_lr00001_2833.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
8.44
100
22.85
54
46.46
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_2924
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.12
3.03
15.22
model-npz/VGG16_optadam_s100_e5_b4_lr001_3157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
8.62
100
27.7
53
46
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2061
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.12
2.99
15.01
model-npz/VGG16_optadam_s100_e5_b4_lr0001_1220.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
8.13
100
24.23
52
44.82
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_3197
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.12
2.95
14.8
model-npz/VGG16_optadam_s100_e5_b4_lr00001_1211.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
9.54
100
31.15
52
45.33
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_1744
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.28
3.69
18.49
model-npz/VGG16_optadam_s100_e5_b8_lr001_4931.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
12.22
100
42.27
53
46.16
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_1359
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.28
3.7
18.57
model-npz/VGG16_optadam_s100_e5_b8_lr0001_1526.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
11.55
100
40.11
54
46.36
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_5163
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.29
3.74
18.77
model-npz/VGG16_optadam_s100_e5_b8_lr00001_1043.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
10
100
34.74
54
46.59
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_2080
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.57
4
20.04
model-npz/VGG16_optadam_s100_e5_b16_lr001_1903.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
12.67
100
41.1
53
47.71
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_1780
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.56
3.94
19.79
model-npz/VGG16_optadam_s100_e5_b16_lr0001_2050.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
11.76
100
40.22
54
47.46
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_2840
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.58
4.05
20.28
model-npz/VGG16_optadam_s100_e5_b16_lr00001_2672.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
9.6
100
35.98
54
48.22
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1663
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
1.2
4.83
24.19
model-npz/VGG16_optadam_s100_e5_b32_lr001_2333.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
14.11
100
49.14
55
49.38
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_2227
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
1.21
4.83
24.21
model-npz/VGG16_optadam_s100_e5_b32_lr0001_2027.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
13.02
100
47.63
56
50.82
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_8065
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
1.21
4.85
24.33
model-npz/VGG16_optadam_s100_e5_b32_lr00001_6183.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
11.48
100
48.24
56
51.02
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_3708
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
4.11
8.23
41.19
model-npz/VGG16_optadam_s100_e5_b64_lr001_2076.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
14.73
100
68.34
61
54.89
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_7196
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
4.13
8.26
41.35
model-npz/VGG16_optadam_s100_e5_b64_lr0001_1272.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
14.81
100
70.17
63
57.91
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_1774
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
4.15
8.31
41.62
model-npz/VGG16_optadam_s100_e5_b64_lr00001_2282.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
14.68
100
67.22
63
58.64
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_9641
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.02
2.13
21.38
model-npz/VGG16_optadam_s100_e10_b1_lr001_3638.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
15.58
100
36.92
59
54.62
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_2755
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.02
2.14
21.43
model-npz/VGG16_optadam_s100_e10_b1_lr0001_1745.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
16.69
100
38.42
57
52.65
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_3101
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.02
2.12
21.28
model-npz/VGG16_optadam_s100_e10_b1_lr00001_2188.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
16.46
100
38.87
57
51.19
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_5913
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.04
1.85
18.58
model-npz/VGG16_optadam_s100_e10_b2_lr001_3340.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
13.98
100
34.85
56
50.46
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1273
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.04
1.9
19.03
model-npz/VGG16_optadam_s100_e10_b2_lr0001_1262.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
12.28
100
30.5
55
48.64
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_1691
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.04
1.86
18.68
model-npz/VGG16_optadam_s100_e10_b2_lr00001_1336.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
15.54
100
38.76
56
49.24
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_3380
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.07
1.77
17.71
model-npz/VGG16_optadam_s100_e10_b4_lr001_2188.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
14.2
100
40.6
56
48.6
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_1536
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.07
1.78
17.84
model-npz/VGG16_optadam_s100_e10_b4_lr0001_1861.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
13.33
100
36.93
56
48.61
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_3014
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.07
1.8
18.07
model-npz/VGG16_optadam_s100_e10_b4_lr00001_4830.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
12.33
100
35.02
55
47.89
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2701
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.16
2.1
21.08
model-npz/VGG16_optadam_s100_e10_b8_lr001_6102.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
12.88
100
40.41
57
49.12
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_8211
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.16
2.12
21.21
model-npz/VGG16_optadam_s100_e10_b8_lr0001_1678.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
13.64
100
41.72
56
48.77
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_7088
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.16
2.15
21.57
model-npz/VGG16_optadam_s100_e10_b8_lr00001_7767.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
13.37
100
42.19
57
49.77
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_5597
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.31
2.21
22.14
model-npz/VGG16_optadam_s100_e10_b16_lr001_6963.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
14.75
100
44.7
56
49.77
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2004
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.32
2.23
22.38
model-npz/VGG16_optadam_s100_e10_b16_lr0001_2139.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
12.98
100
41.72
57
50.13
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_4130
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.32
2.22
22.24
model-npz/VGG16_optadam_s100_e10_b16_lr00001_7663.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
14.85
100
43.96
56
49.96
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2716
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.65
2.62
26.2
model-npz/VGG16_optadam_s100_e10_b32_lr001_2546.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
16.65
100
53.63
57
51.83
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_7531
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.66
2.64
26.46
model-npz/VGG16_optadam_s100_e10_b32_lr0001_3106.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
16.74
100
54.6
58
51.84
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1859
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.66
2.64
26.5
model-npz/VGG16_optadam_s100_e10_b32_lr00001_2711.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
15.49
100
52.79
57
52.87
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_1731
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
2.15
4.3
43.01
model-npz/VGG16_optadam_s100_e10_b64_lr001_2899.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
16.34
100
69.23
62
55.67
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_2087
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
2.18
4.36
43.63
model-npz/VGG16_optadam_s100_e10_b64_lr0001_2635.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
15.99
100
68.39
63
57.94
VGG16_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2506
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
2.17
4.35
43.64
model-npz/VGG16_optadam_s100_e10_b64_lr00001_3330.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
16.32
100
67.67
64
58.71
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1580
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.02
21.83
21.88
model-npz/VGG16_optadam_s1000_e1_b1_lr001_8784.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
15.2
100
36.91
59
54.61
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_9819
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.02
21.64
21.67
model-npz/VGG16_optadam_s1000_e1_b1_lr0001_9994.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
13.71
100
31.71
57
52.38
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1373
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.02
22.3
22.33
model-npz/VGG16_optadam_s1000_e1_b1_lr00001_1791.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
15.23
100
35.07
56
50.45
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1474
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.04
18.45
18.48
model-npz/VGG16_optadam_s1000_e1_b2_lr001_1370.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
12.22
100
29.94
56
49.92
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_2298
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.04
18.7
18.73
model-npz/VGG16_optadam_s1000_e1_b2_lr0001_8700.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
12.31
100
30.48
55
48.46
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1744
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.04
18.46
18.5
model-npz/VGG16_optadam_s1000_e1_b2_lr00001_3291.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
13.65
100
35.82
56
49.06
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_3226
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.07
17.64
17.71
model-npz/VGG16_optadam_s1000_e1_b4_lr001_1764.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
13.38
100
35.85
56
48.23
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_1762
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.07
17.76
17.79
model-npz/VGG16_optadam_s1000_e1_b4_lr0001_1907.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
11.79
100
30.02
55
47.94
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_3303
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.07
17.79
17.83
model-npz/VGG16_optadam_s1000_e1_b4_lr00001_2410.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
12.96
100
36.79
55
47.43
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_9528
1,000
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
0.14
17.79
17.82
model-npz/VGG16_optadam_s1000_e1_b8_lr001_2590.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
10.94
100
31.77
55
47.94
VGG16_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2098
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
0.14
18.08
18.13
model-npz/VGG16_optadam_s1000_e1_b8_lr0001_1600.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
12.26
100
36.57
55
47.79