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
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr01_2461
1,000
299
299
3
10
adam
10
32
0.01
2.15.1
12.2
0.31
9.94
99.52
model-npz/InceptionV3_optadam_s1000_e10_b32_lr001_4198.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
18.76
100
45.4
61
51.21
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr001_9550
1,000
299
299
3
10
adam
10
32
0.001
2.15.1
12.2
0.31
9.95
99.59
model-npz/InceptionV3_optadam_s1000_e10_b32_lr0001_2338.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
17.71
100
43.42
61
50.9
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr0001_6110
1,000
299
299
3
10
adam
10
32
0.0001
2.15.1
12.2
0.31
10.02
100.27
model-npz/InceptionV3_optadam_s1000_e10_b32_lr00001_4582.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
17.87
99
43.55
61
50.46
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b64_lr01_3140
1,000
299
299
3
10
adam
10
64
0.01
2.15.1
12.2
0.65
10.37
103.74
model-npz/InceptionV3_optadam_s1000_e10_b64_lr001_3025.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
19.91
100
50
62
52.03
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b64_lr001_2367
1,000
299
299
3
10
adam
10
64
0.001
2.15.1
12.2
0.65
10.4
104.02
model-npz/InceptionV3_optadam_s1000_e10_b64_lr0001_1175.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
20.21
100
49.47
61
52.51
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b64_lr0001_2648
1,000
299
299
3
10
adam
10
64
0.0001
2.15.1
12.2
0.65
10.47
104.76
model-npz/InceptionV3_optadam_s1000_e10_b64_lr00001_6904.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
20.57
100
49.95
62
51.64
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr01_6817
1
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
22.74
22.77
22.8
model-npz/InceptionV3_optsgd_s1_e1_b1_lr001_1811.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
1.95
64
5.27
54
47.42
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr0001_2255
1
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
22.63
22.66
22.7
model-npz/InceptionV3_optsgd_s1_e1_b1_lr00001_1140.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.84
78
6.47
45
42.53
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr01_1782
1
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
11.16
11.18
22.41
model-npz/InceptionV3_optsgd_s1_e2_b1_lr001_2404.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.53
64
4.62
41
39.67
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr001_2824
1
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
11.27
11.29
22.61
model-npz/InceptionV3_optsgd_s1_e2_b1_lr0001_1288.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.64
66
5.55
39
37.21
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr0001_1201
1
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
11.41
11.43
22.92
model-npz/InceptionV3_optsgd_s1_e2_b1_lr00001_3290.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.75
65
7.07
38
36.17
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr01_2071
1
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
4.52
4.53
22.72
model-npz/InceptionV3_optsgd_s1_e5_b1_lr001_6973.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.12
64
6.14
37
35.57
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr001_2270
1
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
4.53
4.54
22.79
model-npz/InceptionV3_optsgd_s1_e5_b1_lr0001_2946.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.48
61
4.97
36
34.19
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr0001_1038
1
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
4.53
4.54
22.76
model-npz/InceptionV3_optsgd_s1_e5_b1_lr00001_2494.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.12
56
6.79
36
34.21
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr01_3203
1
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
2.27
2.28
22.84
model-npz/InceptionV3_optsgd_s1_e10_b1_lr001_1631.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
2.07
100
7.37
36
34.51
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr001_1899
1
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
2.3
2.31
23.21
model-npz/InceptionV3_optsgd_s1_e10_b1_lr0001_2439.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
2.15
100
7.14
35
33.44
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr0001_2904
1
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
2.36
2.37
23.74
model-npz/InceptionV3_optsgd_s1_e10_b1_lr00001_9567.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.05
100
8.03
36
33.89
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr01_1229
10
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
2.28
22.83
22.87
model-npz/InceptionV3_optsgd_s10_e1_b1_lr001_7371.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.24
61
7.14
35
34.21
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr001_3068
10
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
2.27
22.73
22.78
model-npz/InceptionV3_optsgd_s10_e1_b1_lr0001_9736.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
2.56
91
8.8
35
33.11
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr0001_3048
10
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
2.3
23.05
23.08
model-npz/InceptionV3_optsgd_s10_e1_b1_lr00001_2338.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.4
62
7.45
35
33.57
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr01_2407
10
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
4.49
22.47
22.51
model-npz/InceptionV3_optsgd_s10_e1_b2_lr001_2352.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.46
88
6.53
36
33.76
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr001_1322
10
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
4.6
23.05
23.08
model-npz/InceptionV3_optsgd_s10_e1_b2_lr0001_2005.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.92
100
8.2
35
33.19
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr0001_1444
10
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
4.55
22.77
22.82
model-npz/InceptionV3_optsgd_s10_e1_b2_lr00001_8172.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.76
65
6.27
36
34.19
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr01_3366
10
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
8.71
26.16
26.19
model-npz/InceptionV3_optsgd_s10_e1_b4_lr001_1351.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
4.27
74
13.48
38
34.98
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr001_2198
10
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
8.68
26.07
26.11
model-npz/InceptionV3_optsgd_s10_e1_b4_lr0001_2527.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
4.53
84
15.64
39
34.52
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr0001_1096
10
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
8.56
25.7
25.73
model-npz/InceptionV3_optsgd_s10_e1_b4_lr00001_3088.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
4.44
89
14.38
39
35.63
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr01_2955
10
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
13.5
27.04
27.1
model-npz/InceptionV3_optsgd_s10_e1_b8_lr001_2287.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
5.43
100
18.39
41
36.42
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr001_1977
10
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
13.48
27
27.03
model-npz/InceptionV3_optsgd_s10_e1_b8_lr0001_1332.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.41
100
16.11
40
35.85
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr0001_1459
10
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
13.62
27.27
27.33
model-npz/InceptionV3_optsgd_s10_e1_b8_lr00001_2485.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
4.71
98
15.96
42
36.66
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr01_1857
10
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
1.18
11.88
23.81
model-npz/InceptionV3_optsgd_s10_e2_b1_lr001_2911.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
3.37
62
9.08
38
35.92
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr001_3340
10
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
1.18
11.85
23.75
model-npz/InceptionV3_optsgd_s10_e2_b1_lr0001_5031.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.83
62
5.75
37
35.35
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr0001_2334
10
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
1.16
11.68
23.41
model-npz/InceptionV3_optsgd_s10_e2_b1_lr00001_1833.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
3.16
63
8.62
36
34.4
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr01_3739
10
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
2.3
11.54
23.11
model-npz/InceptionV3_optsgd_s10_e2_b2_lr001_3168.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
3.12
69
9.4
37
34.55
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr001_3302
10
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
2.28
11.42
22.88
model-npz/InceptionV3_optsgd_s10_e2_b2_lr0001_8790.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
2.46
72
8.69
37
34.71
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr0001_7706
10
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
2.34
11.71
23.45
model-npz/InceptionV3_optsgd_s10_e2_b2_lr00001_1530.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.02
65
6.77
36
33.65
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr01_2484
10
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
4.4
13.24
26.51
model-npz/InceptionV3_optsgd_s10_e2_b4_lr001_6757.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
4.02
100
14.77
38
34.52
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr001_3330
10
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
4.37
13.13
26.32
model-npz/InceptionV3_optsgd_s10_e2_b4_lr0001_2921.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.47
89
13.97
41
35.77
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr0001_1240
10
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
4.38
13.16
26.36
model-npz/InceptionV3_optsgd_s10_e2_b4_lr00001_3136.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
3.85
74
13.38
40
35.03
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr01_2652
10
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
6.73
13.48
27
model-npz/InceptionV3_optsgd_s10_e2_b8_lr001_8752.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
4.9
99
17.12
41
36.22
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr001_2431
10
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
6.92
13.87
27.79
model-npz/InceptionV3_optsgd_s10_e2_b8_lr0001_1554.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.4
100
15.52
42
36.88
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr0001_3252
10
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
6.76
13.53
27.1
model-npz/InceptionV3_optsgd_s10_e2_b8_lr00001_1167.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
4.78
100
16.09
42
37.21
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr01_8121
10
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
0.52
5.23
26.18
model-npz/InceptionV3_optsgd_s10_e5_b1_lr001_2752.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.83
62
6.7
37
35.36
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr001_2051
10
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.52
5.21
26.12
model-npz/InceptionV3_optsgd_s10_e5_b1_lr0001_2017.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
2.62
100
9.36
37
35.17
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr0001_5696
10
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.52
5.23
26.21
model-npz/InceptionV3_optsgd_s10_e5_b1_lr00001_2751.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.3
66
8.2
37
34.89
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr01_2105
10
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.96
4.8
24.04
model-npz/InceptionV3_optsgd_s10_e5_b2_lr001_1751.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.73
67
6.44
37
35.03
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr001_1758
10
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.96
4.81
24.12
model-npz/InceptionV3_optsgd_s10_e5_b2_lr0001_3117.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.79
100
10.26
37
34.11
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr0001_2580
10
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.96
4.84
24.26
model-npz/InceptionV3_optsgd_s10_e5_b2_lr00001_1470.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
3.12
73
10.88
37
34.8
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr01_9461
10
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
1.78
5.34
26.78
model-npz/InceptionV3_optsgd_s10_e5_b4_lr001_2163.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
4.65
89
14.59
41
35.73
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr001_5758
10
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
1.81
5.45
27.29
model-npz/InceptionV3_optsgd_s10_e5_b4_lr0001_2605.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
4.18
99
15
41
36.53
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr0001_8518
10
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
1.83
5.51
27.59
model-npz/InceptionV3_optsgd_s10_e5_b4_lr00001_3395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
4.43
90
13.44
41
35.63
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr01_2924
10
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
2.75
5.51
27.6
model-npz/InceptionV3_optsgd_s10_e5_b8_lr001_1117.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
4.16
70
14.52
41
36.45
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr001_7481
10
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
2.74
5.5
27.54
model-npz/InceptionV3_optsgd_s10_e5_b8_lr0001_6363.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
4.65
98
15.03
42
37.41
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr0001_2246
10
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
2.78
5.57
27.9
model-npz/InceptionV3_optsgd_s10_e5_b8_lr00001_3707.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
5.12
100
18.16
42
37.94
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr01_9575
10
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
0.29
2.89
28.96
model-npz/InceptionV3_optsgd_s10_e10_b1_lr001_1287.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
3.16
62
10.01
39
37.33
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr001_2076
10
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
0.29
2.92
29.22
model-npz/InceptionV3_optsgd_s10_e10_b1_lr0001_6819.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.31
65
8.49
37
35.39
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr0001_3258
10
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.29
2.94
29.5
model-npz/InceptionV3_optsgd_s10_e10_b1_lr00001_3076.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.34
100
9.93
37
35.26
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr01_2729
10
299
299
3
10
sgd
10
2
0.01
2.15.1
12.2
0.52
2.61
26.16
model-npz/InceptionV3_optsgd_s10_e10_b2_lr001_1511.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.84
61
7.88
37
35.19
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr001_2077
10
299
299
3
10
sgd
10
2
0.001
2.15.1
12.2
0.51
2.59
25.93
model-npz/InceptionV3_optsgd_s10_e10_b2_lr0001_2764.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
2.16
61
8.55
37
35.52
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr0001_1670
10
299
299
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.52
2.61
26.13
model-npz/InceptionV3_optsgd_s10_e10_b2_lr00001_7596.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.38
64
8.86
38
35.69
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr01_2362
10
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.92
2.77
27.74
model-npz/InceptionV3_optsgd_s10_e10_b4_lr001_8764.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
4.03
100
14.88
41
35.9
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr001_3019
10
299
299
3
10
sgd
10
4
0.001
2.15.1
12.2
0.94
2.84
28.53
model-npz/InceptionV3_optsgd_s10_e10_b4_lr0001_3066.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.37
82
14.79
41
36.71
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr0001_3035
10
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.92
2.78
27.86
model-npz/InceptionV3_optsgd_s10_e10_b4_lr00001_1216.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
3.9
76
13.53
42
37.22
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr01_1777
10
299
299
3
10
sgd
10
8
0.01
2.15.1
12.2
1.39
2.79
28.03
model-npz/InceptionV3_optsgd_s10_e10_b8_lr001_2508.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
4.79
99
17.15
42
36.88
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr001_2607
10
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
1.41
2.84
28.43
model-npz/InceptionV3_optsgd_s10_e10_b8_lr0001_9451.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
5.39
99
18.33
43
37.8
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr0001_9851
10
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
1.42
2.85
28.61
model-npz/InceptionV3_optsgd_s10_e10_b8_lr00001_1794.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
4.35
88
14.5
42
38.04
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr01_4603
100
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.29
28.77
28.81
model-npz/InceptionV3_optsgd_s100_e1_b1_lr001_1092.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.71
100
11.33
39
37.59
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr001_1029
100
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.29
28.76
28.79
model-npz/InceptionV3_optsgd_s100_e1_b1_lr0001_1456.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
3.28
100
11.38
38
36.54
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr0001_3213
100
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.28
28.67
28.71
model-npz/InceptionV3_optsgd_s100_e1_b1_lr00001_6699.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.24
65
8.51
38
35.46
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr01_8211
100
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.51
25.62
25.67
model-npz/InceptionV3_optsgd_s100_e1_b2_lr001_1458.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.44
65
9.39
38
35.58
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr001_5382
100
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.51
25.52
25.58
model-npz/InceptionV3_optsgd_s100_e1_b2_lr0001_2815.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.78
100
11.3
39
35.91
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr0001_2529
100
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.51
25.46
25.5
model-npz/InceptionV3_optsgd_s100_e1_b2_lr00001_2705.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
3.47
100
12.47
39
36.19
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr01_2482
100
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
0.99
24.78
24.82
model-npz/InceptionV3_optsgd_s100_e1_b4_lr001_1708.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
3.03
100
11.4
39
35.32
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr001_3652
100
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
0.98
24.62
24.67
model-npz/InceptionV3_optsgd_s100_e1_b4_lr0001_2797.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
2.76
66
9.11
40
35.97
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr0001_1953
100
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.97
24.43
24.47
model-npz/InceptionV3_optsgd_s100_e1_b4_lr00001_6918.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
2.73
100
10.45
40
36.43
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr01_6192
100
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
2.16
28.2
28.23
model-npz/InceptionV3_optsgd_s100_e1_b8_lr001_1303.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
4.55
100
16.8
42
36.01
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr001_1115
100
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
2.17
28.26
28.31
model-npz/InceptionV3_optsgd_s100_e1_b8_lr0001_1041.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
5.57
100
19.39
44
36.94
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr0001_1353
100
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
2.18
28.34
28.38
model-npz/InceptionV3_optsgd_s100_e1_b8_lr00001_1931.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
4.96
83
16.49
43
37.87
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr01_2357
100
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
4.07
28.55
28.58
model-npz/InceptionV3_optsgd_s100_e1_b16_lr001_2374.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
6.1
100
21.57
45
39.07
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr001_1907
100
299
299
3
10
sgd
1
16
0.001
2.15.1
12.2
4.13
28.93
28.99
model-npz/InceptionV3_optsgd_s100_e1_b16_lr0001_1164.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.46
99
19.65
45
38.28
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr0001_1222
100
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
4.11
28.85
28.89
model-npz/InceptionV3_optsgd_s100_e1_b16_lr00001_2834.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
5.67
98
20.33
43
39.2
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr01_2382
100
299
299
3
10
sgd
1
32
0.01
2.15.1
12.2
7.62
30.5
30.53
model-npz/InceptionV3_optsgd_s100_e1_b32_lr001_4675.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7.47
99
23.92
47
40.65
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr001_1084
100
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
7.64
30.58
30.61
model-npz/InceptionV3_optsgd_s100_e1_b32_lr0001_3110.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
6.69
100
23.91
47
41.9
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr0001_2360
100
299
299
3
10
sgd
1
32
0.0001
2.15.1
12.2
7.68
30.76
30.79
model-npz/InceptionV3_optsgd_s100_e1_b32_lr00001_5396.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
7.64
100
26.61
48
41.26
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr01_2640
100
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
20.46
40.94
40.98
model-npz/InceptionV3_optsgd_s100_e1_b64_lr001_1974.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
12.4
100
42.14
53
44.36
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr001_1403
100
299
299
3
10
sgd
1
64
0.001
2.15.1
12.2
20.89
41.82
41.85
model-npz/InceptionV3_optsgd_s100_e1_b64_lr0001_2682.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
10.86
100
37.58
53
44.72
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr0001_4302
100
299
299
3
10
sgd
1
64
0.0001
2.15.1
12.2
20.59
41.21
41.24
model-npz/InceptionV3_optsgd_s100_e1_b64_lr00001_2315.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
10.52
100
38.24
54
45.53
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr01_2665
100
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.18
18.22
36.47
model-npz/InceptionV3_optsgd_s100_e2_b1_lr001_3175.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.07
61
11.34
46
41.69
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr001_1100
100
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.18
17.86
35.76
model-npz/InceptionV3_optsgd_s100_e2_b1_lr0001_3343.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.93
65
12.38
40
38.32
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr0001_4057
100
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.18
17.76
35.55
model-npz/InceptionV3_optsgd_s100_e2_b1_lr00001_2094.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.57
64
10.84
38
37.06
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr01_1837
100
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
0.29
14.52
29.09
model-npz/InceptionV3_optsgd_s100_e2_b2_lr001_8809.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.77
70
10.89
38
36.2
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr001_8104
100
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
0.28
14.33
28.69
model-npz/InceptionV3_optsgd_s100_e2_b2_lr0001_9545.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
3.01
100
12.75
39
36.46
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr0001_3402
100
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.29
14.55
29.15
model-npz/InceptionV3_optsgd_s100_e2_b2_lr00001_2179.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.54
68
11.44
39
36.56
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr01_4584
100
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
0.53
13.33
26.7
model-npz/InceptionV3_optsgd_s100_e2_b4_lr001_2588.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
3.27
66
10.64
40
36.97
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr001_1537
100
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
0.52
13.18
26.4
model-npz/InceptionV3_optsgd_s100_e2_b4_lr0001_2005.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
3.44
100
13.02
40
36.14
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr0001_7113
100
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.53
13.24
26.52
model-npz/InceptionV3_optsgd_s100_e2_b4_lr00001_2481.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
3.16
71
10.66
41
36.64
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr01_2294
100
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
1.15
15.03
30.1
model-npz/InceptionV3_optsgd_s100_e2_b8_lr001_4040.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
4.93
99
16.39
44
37.56
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr001_5215
100
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
1.11
14.48
29
model-npz/InceptionV3_optsgd_s100_e2_b8_lr0001_5902.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
5.31
92
18.31
45
38.63
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b8_lr0001_3271
100
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
1.11
14.44
28.92
model-npz/InceptionV3_optsgd_s100_e2_b8_lr00001_1854.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
5.49
99
19.1
45
37.97
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b16_lr01_2320
100
299
299
3
10
sgd
2
16
0.01
2.15.1
12.2
2.06
14.45
28.93
model-npz/InceptionV3_optsgd_s100_e2_b16_lr001_3325.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
6.49
98
20.51
45
38.75
InceptionV3_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b16_lr001_1315
100
299
299
3
10
sgd
2
16
0.001
2.15.1
12.2
2.1
14.7
29.47
model-npz/InceptionV3_optsgd_s100_e2_b16_lr0001_3129.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.87
98
22.77
46
39.69