Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
1
name
stringlengths
63
80
samples
int64
1
1k
input_dim_w
int64
224
600
input_dim_h
int64
224
600
input_dim_c
int64
3
3
output_dim
int64
10
10
optimizer
stringclasses
2 values
epochs
int64
1
10
batch
int64
1
64
learn_rate
float64
0
0.01
tf_version
stringclasses
1 value
cuda_version
float64
12.2
12.2
batch_time
float64
0.01
190
epoch_time
float64
0.5
484
fit_time
float64
4.71
574
npz_path
stringlengths
46
63
gpu_make
stringclasses
1 value
gpu_name
stringclasses
3 values
gpu_arch
stringclasses
2 values
gpu_cc
float64
6
8
gpu_core_count
int64
3.58k
6.91k
gpu_sm_count
int64
56
108
gpu_memory_size
float64
16
80
gpu_memory_type
stringclasses
2 values
gpu_memory_bw
float64
732
2.04k
gpu_tensor_core_count
int64
0
640
max_memory_util
float64
0
86
avg_memory_util
float64
0
37.9
max_gpu_util
float64
0
100
avg_gpu_util
float64
0
83.1
max_gpu_temp
float64
23
69
avg_gpu_temp
float64
22.1
64
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_4937
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.11
6.74
33.74
model-npz/MobileNet_optadam_s1000_e5_b16_lr00001_6545.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
10.37
100
29.38
38
34.18
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_3591
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.2
6.34
31.74
model-npz/MobileNet_optadam_s1000_e5_b32_lr001_2942.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
11.38
88
29.63
38
34.49
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_3239
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.2
6.41
32.08
model-npz/MobileNet_optadam_s1000_e5_b32_lr0001_3125.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
10.81
100
27.55
38
34.74
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1353
1,000
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.2
6.35
31.81
model-npz/MobileNet_optadam_s1000_e5_b32_lr00001_1245.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
11.79
89
30.35
39
34.92
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_2954
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
0.41
6.57
32.88
model-npz/MobileNet_optadam_s1000_e5_b64_lr001_1935.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
13.1
100
32.54
39
35.48
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_3130
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
0.42
6.74
33.76
model-npz/MobileNet_optadam_s1000_e5_b64_lr0001_1440.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
12.33
100
30.23
39
35.48
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2512
1,000
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
0.41
6.53
32.71
model-npz/MobileNet_optadam_s1000_e5_b64_lr00001_2674.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
12.76
100
31.25
40
35.76
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_9862
1,000
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.02
25.17
251.74
model-npz/MobileNet_optadam_s1000_e10_b1_lr001_1366.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
5.45
50
31.2
37
32.49
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_2053
1,000
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.03
25.76
257.64
model-npz/MobileNet_optadam_s1000_e10_b1_lr0001_3605.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
5.31
100
31.88
31
30.07
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_6097
1,000
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.02
25.61
256.17
model-npz/MobileNet_optadam_s1000_e10_b1_lr00001_1000.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
5.34
39
31.53
30
29.83
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_2318
1,000
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.03
14.56
145.67
model-npz/MobileNet_optadam_s1000_e10_b2_lr001_4314.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
6.63
44
32.18
33
31.25
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_1938
1,000
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.03
14.64
146.43
model-npz/MobileNet_optadam_s1000_e10_b2_lr0001_2309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
6.64
100
32.52
34
32.63
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2976
1,000
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.03
14.2
142.04
model-npz/MobileNet_optadam_s1000_e10_b2_lr00001_1946.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
6.92
44
33.07
34
33.01
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_2662
1,000
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.03
8.18
81.88
model-npz/MobileNet_optadam_s1000_e10_b4_lr001_2393.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
9.81
60
37.4
36
33.74
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_1159
1,000
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.03
8.5
85.1
model-npz/MobileNet_optadam_s1000_e10_b4_lr0001_2532.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
9.18
59
34.99
36
34.25
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1218
1,000
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.03
8.59
85.95
model-npz/MobileNet_optadam_s1000_e10_b4_lr00001_3354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
9.31
56
35.22
37
34.82
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_2992
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.04
5.51
55.16
model-npz/MobileNet_optadam_s1000_e10_b8_lr001_2192.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
13.14
100
41.24
39
35.67
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_3071
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.04
5.65
56.58
model-npz/MobileNet_optadam_s1000_e10_b8_lr0001_2478.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
12.57
79
38.83
39
36.17
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1278
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.04
5.6
56.04
model-npz/MobileNet_optadam_s1000_e10_b8_lr00001_2222.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
12.35
88
38.72
40
36.74
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_2224
1,000
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.08
4.82
48.27
model-npz/MobileNet_optadam_s1000_e10_b16_lr001_1690.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
15.04
85
40.25
41
37.24
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1599
1,000
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.07
4.76
47.63
model-npz/MobileNet_optadam_s1000_e10_b16_lr0001_2294.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
14.99
86
39.94
41
37.43
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_2245
1,000
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.07
4.77
47.73
model-npz/MobileNet_optadam_s1000_e10_b16_lr00001_2058.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
15.48
83
41.35
42
38.09
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_3157
1,000
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.14
4.41
44.13
model-npz/MobileNet_optadam_s1000_e10_b32_lr001_2833.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
16.49
88
40.45
42
38.45
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2434
1,000
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.13
4.36
43.66
model-npz/MobileNet_optadam_s1000_e10_b32_lr0001_2425.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
16.8
100
42.28
42
38.56
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_6083
1,000
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.13
4.35
43.57
model-npz/MobileNet_optadam_s1000_e10_b32_lr00001_1904.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
16.83
88
40.81
43
38.9
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_2113
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.27
4.35
43.55
model-npz/MobileNet_optadam_s1000_e10_b64_lr001_7065.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
18.02
100
43.3
43
39.3
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_2780
1,000
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
0.27
4.32
43.24
model-npz/MobileNet_optadam_s1000_e10_b64_lr0001_3557.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
18.23
97
41.89
44
39.66
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_4957
1,000
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
0.27
4.32
43.27
model-npz/MobileNet_optadam_s1000_e10_b64_lr00001_7855.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
17.64
96
39.87
45
40.5
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_6983
1
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
11.58
11.61
11.63
model-npz/MobileNet_optsgd_s1_e1_b1_lr001_1224.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.53
26
2.11
42
39.03
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_2102
1
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
11.97
12
12.02
model-npz/MobileNet_optsgd_s1_e1_b1_lr0001_4190.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.25
26
1.72
38
36.36
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_2599
1
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
11.7
11.72
11.75
model-npz/MobileNet_optsgd_s1_e1_b1_lr00001_5491.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
0.57
100
4.43
35
34.49
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_1422
1
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
5.9
5.91
11.84
model-npz/MobileNet_optsgd_s1_e2_b1_lr001_2499.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.66
100
4.86
34
33.11
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_1700
1
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
5.96
5.98
11.98
model-npz/MobileNet_optsgd_s1_e2_b1_lr0001_1761.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.49
71
2.37
33
31.91
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_3010
1
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
5.85
5.86
11.74
model-npz/MobileNet_optsgd_s1_e2_b1_lr00001_2099.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.62
100
4.79
31
31
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_2516
1
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
2.34
2.35
11.8
model-npz/MobileNet_optsgd_s1_e5_b1_lr001_3030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.71
56
3.77
31
30.09
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_2556
1
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
2.35
2.35
11.8
model-npz/MobileNet_optsgd_s1_e5_b1_lr0001_3166.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.8
100
4.86
30
29.37
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_7799
1
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
2.41
2.42
12.14
model-npz/MobileNet_optsgd_s1_e5_b1_lr00001_2856.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.47
19
1.87
29
29
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_1034
1
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
1.18
1.19
11.95
model-npz/MobileNet_optsgd_s1_e10_b1_lr001_3223.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.44
100
4.19
29
28.86
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1319
1
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
1.19
1.19
11.98
model-npz/MobileNet_optsgd_s1_e10_b1_lr0001_2185.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.53
100
4.56
29
28.08
MobileNet_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_1214
1
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
1.22
1.23
12.35
model-npz/MobileNet_optsgd_s1_e10_b1_lr00001_1378.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.61
100
4.5
28
28
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2685
10
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
1.2
11.99
12.02
model-npz/MobileNet_optsgd_s10_e1_b1_lr001_3370.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.4
53
3.23
28
28
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_3041
10
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
1.19
11.9
11.94
model-npz/MobileNet_optsgd_s10_e1_b1_lr0001_3169.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.43
100
4.08
28
28
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_1002
10
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
1.19
11.92
11.94
model-npz/MobileNet_optsgd_s10_e1_b1_lr00001_2020.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.42
100
4.11
28
27.29
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_5409
10
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
2.36
11.83
11.85
model-npz/MobileNet_optsgd_s10_e1_b2_lr001_1715.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.54
100
4.43
28
27.34
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_4007
10
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
2.41
12.1
12.12
model-npz/MobileNet_optsgd_s10_e1_b2_lr0001_3396.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.74
98
5.13
28
27.08
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_1151
10
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
2.36
11.85
11.87
model-npz/MobileNet_optsgd_s10_e1_b2_lr00001_6000.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.73
78
4.76
28
27.03
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2011
10
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
4.21
12.64
12.66
model-npz/MobileNet_optsgd_s10_e1_b4_lr001_2118.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.95
63
4.92
28
27.1
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_1695
10
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
4.14
12.45
12.47
model-npz/MobileNet_optsgd_s10_e1_b4_lr0001_5795.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.92
74
3.92
29
27.14
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2925
10
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
4.15
12.49
12.51
model-npz/MobileNet_optsgd_s10_e1_b4_lr00001_1819.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.23
100
8.31
28
27.1
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_1781
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
6.37
12.76
12.78
model-npz/MobileNet_optsgd_s10_e1_b8_lr001_1150.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.05
74
5.24
29
27.24
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1675
10
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
6.3
12.63
12.65
model-npz/MobileNet_optsgd_s10_e1_b8_lr0001_1546.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.45
73
6.24
29
27.45
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_4262
10
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
6.21
12.45
12.47
model-npz/MobileNet_optsgd_s10_e1_b8_lr00001_2266.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.24
69
5.45
29
27.58
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_1742
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.64
6.37
12.77
model-npz/MobileNet_optsgd_s10_e2_b1_lr001_1148.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.49
25
2.46
28
27.32
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3217
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.61
6.08
12.18
model-npz/MobileNet_optsgd_s10_e2_b1_lr0001_1432.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
0.54
100
4.24
28
27.05
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1578
10
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.6
6.07
12.16
model-npz/MobileNet_optsgd_s10_e2_b1_lr00001_5642.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.95
100
6
28
27.03
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_4573
10
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
1.2
6.03
12.09
model-npz/MobileNet_optsgd_s10_e2_b2_lr001_1612.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.67
100
5.38
27
27
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_1892
10
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
1.19
5.96
11.95
model-npz/MobileNet_optsgd_s10_e2_b2_lr0001_9309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.39
15
2.17
27
27
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_1304
10
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
1.22
6.14
12.3
model-npz/MobileNet_optsgd_s10_e2_b2_lr00001_4529.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.82
100
5.84
27
27
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_2336
10
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
2.12
6.38
12.8
model-npz/MobileNet_optsgd_s10_e2_b4_lr001_3367.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.51
87
8.34
28
27.05
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_1382
10
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
2.1
6.31
12.65
model-npz/MobileNet_optsgd_s10_e2_b4_lr0001_9179.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.65
100
9.22
28
27.08
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_1146
10
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
2.07
6.22
12.47
model-npz/MobileNet_optsgd_s10_e2_b4_lr00001_3209.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.29
68
6.74
28
27.11
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_2098
10
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
3.6
7.22
14.47
model-npz/MobileNet_optsgd_s10_e2_b8_lr001_9217.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.79
88
4.18
29
27.13
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_3274
10
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
3.14
6.3
12.63
model-npz/MobileNet_optsgd_s10_e2_b8_lr0001_2881.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.79
100
10.84
28
27.13
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_8341
10
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
3.13
6.28
12.59
model-npz/MobileNet_optsgd_s10_e2_b8_lr00001_2862.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.93
76
6.17
28
27.23
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_5030
10
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.26
2.6
13.04
model-npz/MobileNet_optsgd_s10_e5_b1_lr001_3230.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.8
100
5.95
28
27.05
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_2900
10
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.26
2.63
13.17
model-npz/MobileNet_optsgd_s10_e5_b1_lr0001_2146.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.72
27
3.77
28
27.05
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_4071
10
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.26
2.57
12.86
model-npz/MobileNet_optsgd_s10_e5_b1_lr00001_2260.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.65
31
2.95
28
27.05
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_1269
10
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.49
2.48
12.41
model-npz/MobileNet_optsgd_s10_e5_b2_lr001_2635.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.68
71
3.46
28
27.05
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_1166
10
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.49
2.48
12.41
model-npz/MobileNet_optsgd_s10_e5_b2_lr0001_3013.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.87
100
6.11
28
27.05
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_3000
10
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.5
2.49
12.48
model-npz/MobileNet_optsgd_s10_e5_b2_lr00001_1683.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.5
100
3.24
28
27.03
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_3175
10
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.86
2.59
12.99
model-npz/MobileNet_optsgd_s10_e5_b4_lr001_1775.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.22
100
7.54
28
27.1
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2925
10
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.87
2.61
13.11
model-npz/MobileNet_optsgd_s10_e5_b4_lr0001_2640.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.16
66
6.71
28
27.11
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_1703
10
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.86
2.59
13.01
model-npz/MobileNet_optsgd_s10_e5_b4_lr00001_2991.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.71
100
9.29
28
27.13
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_4015
10
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
1.27
2.55
12.8
model-npz/MobileNet_optsgd_s10_e5_b8_lr001_8055.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.97
100
6.15
28
27.23
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_9612
10
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
1.29
2.59
13.01
model-npz/MobileNet_optsgd_s10_e5_b8_lr0001_3608.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.21
100
7.74
29
27.44
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_1742
10
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
1.34
2.7
13.53
model-npz/MobileNet_optsgd_s10_e5_b8_lr00001_1810.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.26
100
7.56
28
27.44
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_7074
10
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.14
1.4
14.03
model-npz/MobileNet_optsgd_s10_e10_b1_lr001_1195.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.05
69
6.08
28
27.49
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2665
10
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.14
1.39
13.95
model-npz/MobileNet_optsgd_s10_e10_b1_lr0001_2123.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.14
100
7.38
28
27.31
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_7833
10
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.14
1.41
14.16
model-npz/MobileNet_optsgd_s10_e10_b1_lr00001_2702.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.79
31
4.48
28
27.14
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_1178
10
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.26
1.3
13.08
model-npz/MobileNet_optsgd_s10_e10_b2_lr001_1855.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.65
32
3.51
28
27.27
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_2760
10
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.26
1.31
13.1
model-npz/MobileNet_optsgd_s10_e10_b2_lr0001_2943.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.95
100
6.66
28
27.13
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1015
10
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.26
1.3
13
model-npz/MobileNet_optsgd_s10_e10_b2_lr00001_2924.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.97
100
6.9
28
27.1
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_1529
10
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.45
1.35
13.55
model-npz/MobileNet_optsgd_s10_e10_b4_lr001_2616.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.93
68
4.35
29
27.12
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_5856
10
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.45
1.36
13.61
model-npz/MobileNet_optsgd_s10_e10_b4_lr0001_2749.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
1.21
100
7.38
28
27.21
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_2555
10
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.44
1.33
13.35
model-npz/MobileNet_optsgd_s10_e10_b4_lr00001_1577.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.7
73
7
29
27.4
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_6537
10
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.65
1.31
13.16
model-npz/MobileNet_optsgd_s10_e10_b8_lr001_1433.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.3
100
8.43
29
27.62
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2491
10
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.66
1.33
13.37
model-npz/MobileNet_optsgd_s10_e10_b8_lr0001_1963.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.58
100
9.3
29
27.63
MobileNet_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_1467
10
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.65
1.3
13.09
model-npz/MobileNet_optsgd_s10_e10_b8_lr00001_3045.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.85
68
9.05
29
27.85
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_2211
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.14
13.83
13.85
model-npz/MobileNet_optsgd_s100_e1_b1_lr001_2082.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.82
100
4.83
28
27.7
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_5298
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.16
15.99
16.01
model-npz/MobileNet_optsgd_s100_e1_b1_lr0001_2060.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.58
30
3.58
28
27.33
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_9996
100
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.14
14.21
14.24
model-npz/MobileNet_optsgd_s100_e1_b1_lr00001_3834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.7
32
4.27
28
27.23
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_8846
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.26
13.06
13.08
model-npz/MobileNet_optsgd_s100_e1_b2_lr001_2834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.97
64
5.34
28
27.11
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_9107
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.25
12.8
12.82
model-npz/MobileNet_optsgd_s100_e1_b2_lr0001_1634.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.74
40
4.11
28
27.11
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1842
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.27
13.45
13.48
model-npz/MobileNet_optsgd_s100_e1_b2_lr00001_9152.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1
56
5.6
28
27.1
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1066
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
0.5
12.64
12.66
model-npz/MobileNet_optsgd_s100_e1_b4_lr001_2752.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.95
100
6.38
28
27.08
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_2596
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
0.49
12.4
12.43
model-npz/MobileNet_optsgd_s100_e1_b4_lr0001_3184.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.14
100
7.05
28
27.11
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_1086
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.5
12.48
12.51
model-npz/MobileNet_optsgd_s100_e1_b4_lr00001_2707.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.53
44
2.5
28
27.05
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_3254
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
1.01
13.14
13.17
model-npz/MobileNet_optsgd_s100_e1_b8_lr001_1371.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.45
100
9.34
29
27.24
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_3005
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
1.01
13.22
13.26
model-npz/MobileNet_optsgd_s100_e1_b8_lr0001_8086.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.67
100
9.95
29
27.38
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_1445
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.01
13.13
13.16
model-npz/MobileNet_optsgd_s100_e1_b8_lr00001_2591.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.41
100
8.67
29
27.36