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_s100_ipd299x299x3_opd10_e10_b32_lr0001_6961
100
299
299
3
10
adam
10
32
0.0001
2.15.1
12.2
1.63
6.55
65.54
model-npz/InceptionV3_optadam_s100_e10_b32_lr00001_1042.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.99
100
24.17
43
36.83
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr01_8965
100
299
299
3
10
adam
10
64
0.01
2.15.1
12.2
3.81
7.64
76.43
model-npz/InceptionV3_optadam_s100_e10_b64_lr001_2936.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
69
10.83
100
33.05
47
38.75
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr001_2615
100
299
299
3
10
adam
10
64
0.001
2.15.1
12.2
3.8
7.61
76.14
model-npz/InceptionV3_optadam_s100_e10_b64_lr0001_2047.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
64
9.42
100
33.24
48
40.83
InceptionV3_architecture_optadam_s100_ipd299x299x3_opd10_e10_b64_lr0001_1996
100
299
299
3
10
adam
10
64
0.0001
2.15.1
12.2
3.84
7.7
77.05
model-npz/InceptionV3_optadam_s100_e10_b64_lr00001_3131.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
64
10.91
100
35.01
49
41.52
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr01_1380
1,000
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
0.12
124.82
124.85
model-npz/InceptionV3_optadam_s1000_e1_b1_lr001_7497.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.75
77
23.45
44
37.39
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr001_2608
1,000
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
0.12
123.91
123.94
model-npz/InceptionV3_optadam_s1000_e1_b1_lr0001_6097.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.86
81
24.33
36
34.34
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr0001_2734
1,000
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
0.12
124.54
124.57
model-npz/InceptionV3_optadam_s1000_e1_b1_lr00001_1624.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.92
74
24.24
36
33.81
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr01_1996
1,000
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
0.17
86.02
86.05
model-npz/InceptionV3_optadam_s1000_e1_b2_lr001_3011.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.55
78
21.95
36
33.47
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr001_2664
1,000
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
0.17
88.66
88.69
model-npz/InceptionV3_optadam_s1000_e1_b2_lr0001_2938.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.52
72
22.06
36
33.73
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr0001_1073
1,000
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
0.17
88.27
88.29
model-npz/InceptionV3_optadam_s1000_e1_b2_lr00001_2882.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
4.53
79
22.24
36
33.8
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr01_3366
1,000
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
0.27
67.28
67.31
model-npz/InceptionV3_optadam_s1000_e1_b4_lr001_1693.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
4.58
87
19.87
38
33.88
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr001_2562
1,000
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
0.28
69.45
69.47
model-npz/InceptionV3_optadam_s1000_e1_b4_lr0001_1577.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.63
79
20.34
38
34.08
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr0001_4782
1,000
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
0.27
69.26
69.28
model-npz/InceptionV3_optadam_s1000_e1_b4_lr00001_1398.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.37
87
19.16
38
33.91
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr01_2245
1,000
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
0.49
61.3
61.32
model-npz/InceptionV3_optadam_s1000_e1_b8_lr001_2170.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
4.75
99
19.11
39
34.26
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr001_2434
1,000
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
0.48
60.24
60.27
model-npz/InceptionV3_optadam_s1000_e1_b8_lr0001_2639.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
4.73
92
18.34
39
34.57
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr0001_9169
1,000
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
0.49
61.23
61.27
model-npz/InceptionV3_optadam_s1000_e1_b8_lr00001_2591.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
4.54
99
18.49
39
34.29
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr01_3015
1,000
299
299
3
10
adam
1
16
0.01
2.15.1
12.2
1.01
63.66
63.69
model-npz/InceptionV3_optadam_s1000_e1_b16_lr001_2453.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
5.98
98
22.06
41
34.94
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr001_1587
1,000
299
299
3
10
adam
1
16
0.001
2.15.1
12.2
1.02
64.4
64.43
model-npz/InceptionV3_optadam_s1000_e1_b16_lr0001_1584.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
5.78
99
21.31
40
35.31
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr0001_4410
1,000
299
299
3
10
adam
1
16
0.0001
2.15.1
12.2
1.01
63.94
63.96
model-npz/InceptionV3_optadam_s1000_e1_b16_lr00001_5211.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
5.77
99
21.08
41
35.48
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr01_2500
1,000
299
299
3
10
adam
1
32
0.01
2.15.1
12.2
2.04
65.42
65.46
model-npz/InceptionV3_optadam_s1000_e1_b32_lr001_1202.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
6.95
100
24.29
42
36.03
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr001_6322
1,000
299
299
3
10
adam
1
32
0.001
2.15.1
12.2
2.04
65.24
65.27
model-npz/InceptionV3_optadam_s1000_e1_b32_lr0001_2600.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.19
99
21.79
42
36.55
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr0001_1849
1,000
299
299
3
10
adam
1
32
0.0001
2.15.1
12.2
2.01
64.48
64.51
model-npz/InceptionV3_optadam_s1000_e1_b32_lr00001_2166.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.15
99
25.39
42
36.37
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr01_5492
1,000
299
299
3
10
adam
1
64
0.01
2.15.1
12.2
4.82
77.19
77.21
model-npz/InceptionV3_optadam_s1000_e1_b64_lr001_2504.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
65
9.74
100
33.11
47
38.36
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr001_8781
1,000
299
299
3
10
adam
1
64
0.001
2.15.1
12.2
4.83
77.26
77.29
model-npz/InceptionV3_optadam_s1000_e1_b64_lr0001_1309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
9.47
100
32.27
48
40.24
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b64_lr0001_2522
1,000
299
299
3
10
adam
1
64
0.0001
2.15.1
12.2
4.89
78.25
78.28
model-npz/InceptionV3_optadam_s1000_e1_b64_lr00001_1746.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
10.24
100
34.22
49
40.76
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr01_1642
1,000
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
0.1
100.64
201.31
model-npz/InceptionV3_optadam_s1000_e2_b1_lr001_1586.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
6.01
80
29.97
43
36.46
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr001_1939
1,000
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
0.1
102.65
205.34
model-npz/InceptionV3_optadam_s1000_e2_b1_lr0001_1841.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
6
77
29.6
36
34.48
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr0001_8622
1,000
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
0.1
101.56
203.15
model-npz/InceptionV3_optadam_s1000_e2_b1_lr00001_1166.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
6.08
73
29.82
36
34.32
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr01_5617
1,000
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
0.12
63.13
126.29
model-npz/InceptionV3_optadam_s1000_e2_b2_lr001_1084.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
6.11
77
29.63
38
34.66
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr001_2945
1,000
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
0.12
62.56
125.15
model-npz/InceptionV3_optadam_s1000_e2_b2_lr0001_2237.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
6.22
80
30.19
38
35.32
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr0001_8589
1,000
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
0.13
64.34
128.7
model-npz/InceptionV3_optadam_s1000_e2_b2_lr00001_1566.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
6.08
75
29.43
38
35.58
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr01_1491
1,000
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
0.18
45.53
91.09
model-npz/InceptionV3_optadam_s1000_e2_b4_lr001_2425.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
6.6
77
28.44
40
35.66
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr001_5016
1,000
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
0.17
44.1
88.23
model-npz/InceptionV3_optadam_s1000_e2_b4_lr0001_1796.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
6.7
77
28.72
41
36.29
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr0001_1532
1,000
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
0.18
45.05
90.13
model-npz/InceptionV3_optadam_s1000_e2_b4_lr00001_1611.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
6.74
75
28.99
41
36.6
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr01_1913
1,000
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
0.29
36.26
72.56
model-npz/InceptionV3_optadam_s1000_e2_b8_lr001_7793.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
7.18
92
26.98
42
36.61
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr001_1295
1,000
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
0.29
36.7
73.44
model-npz/InceptionV3_optadam_s1000_e2_b8_lr0001_6557.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
7.16
92
26.85
43
36.97
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr0001_2753
1,000
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
0.3
37.16
74.36
model-npz/InceptionV3_optadam_s1000_e2_b8_lr00001_7421.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
7.09
98
26.85
43
37.31
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr01_2760
1,000
299
299
3
10
adam
2
16
0.01
2.15.1
12.2
0.58
36.49
73.01
model-npz/InceptionV3_optadam_s1000_e2_b16_lr001_2554.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
8.42
100
28.4
45
37.76
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr001_3319
1,000
299
299
3
10
adam
2
16
0.001
2.15.1
12.2
0.58
36.49
73.01
model-npz/InceptionV3_optadam_s1000_e2_b16_lr0001_5200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
7.99
99
27.25
43
38.23
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr0001_2478
1,000
299
299
3
10
adam
2
16
0.0001
2.15.1
12.2
0.59
37.42
74.87
model-npz/InceptionV3_optadam_s1000_e2_b16_lr00001_7143.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
8.38
99
28.16
45
37.93
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr01_2936
1,000
299
299
3
10
adam
2
32
0.01
2.15.1
12.2
1.14
36.48
72.99
model-npz/InceptionV3_optadam_s1000_e2_b32_lr001_2493.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
9.05
100
28.1
46
38.64
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr001_2924
1,000
299
299
3
10
adam
2
32
0.001
2.15.1
12.2
1.16
37.07
74.17
model-npz/InceptionV3_optadam_s1000_e2_b32_lr0001_8774.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
8.83
100
28.26
46
39.19
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr0001_1742
1,000
299
299
3
10
adam
2
32
0.0001
2.15.1
12.2
1.15
36.93
73.89
model-npz/InceptionV3_optadam_s1000_e2_b32_lr00001_6965.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
9.08
100
29.48
47
39.74
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr01_4655
1,000
299
299
3
10
adam
2
64
0.01
2.15.1
12.2
2.63
42.2
84.43
model-npz/InceptionV3_optadam_s1000_e2_b64_lr001_3482.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
12.17
100
37.92
50
41.51
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr001_1968
1,000
299
299
3
10
adam
2
64
0.001
2.15.1
12.2
2.62
41.99
84.01
model-npz/InceptionV3_optadam_s1000_e2_b64_lr0001_1235.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
70
12.93
100
37.98
50
43.13
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b64_lr0001_3155
1,000
299
299
3
10
adam
2
64
0.0001
2.15.1
12.2
2.64
42.28
84.59
model-npz/InceptionV3_optadam_s1000_e2_b64_lr00001_1232.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
12.52
100
38.17
52
43.75
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr01_2718
1,000
299
299
3
10
adam
5
8
0.01
2.15.1
12.2
0.17
21.72
108.64
model-npz/InceptionV3_optadam_s1000_e5_b8_lr001_1114.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
12.01
100
45.76
48
38.78
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr001_5664
1,000
299
299
3
10
adam
5
8
0.001
2.15.1
12.2
0.17
21.84
109.23
model-npz/InceptionV3_optadam_s1000_e5_b8_lr0001_3903.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
11.92
92
43.97
48
41.39
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr0001_1741
1,000
299
299
3
10
adam
5
8
0.0001
2.15.1
12.2
0.17
21.73
108.71
model-npz/InceptionV3_optadam_s1000_e5_b8_lr00001_1775.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
11.88
93
43.91
50
42.44
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr01_7527
1,000
299
299
3
10
adam
5
16
0.01
2.15.1
12.2
0.32
20.26
101.35
model-npz/InceptionV3_optadam_s1000_e5_b16_lr001_2595.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
13.07
99
41.33
50
43.14
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr001_8142
1,000
299
299
3
10
adam
5
16
0.001
2.15.1
12.2
0.32
20.37
101.89
model-npz/InceptionV3_optadam_s1000_e5_b16_lr0001_1484.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
13.12
100
41.66
49
42.87
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr0001_6295
1,000
299
299
3
10
adam
5
16
0.0001
2.15.1
12.2
0.32
20.19
101
model-npz/InceptionV3_optadam_s1000_e5_b16_lr00001_2486.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
13.31
99
42.86
52
43.07
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr01_1593
1,000
299
299
3
10
adam
5
32
0.01
2.15.1
12.2
0.62
19.82
99.14
model-npz/InceptionV3_optadam_s1000_e5_b32_lr001_1820.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
14.34
100
40.54
52
44.15
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr01_4579
1,000
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.08
78.94
394.75
model-npz/InceptionV3_optadam_s1000_e5_b1_lr001_1575.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
7.62
73
37.94
36
34.92
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr001_3397
1,000
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.08
85.53
427.68
model-npz/InceptionV3_optadam_s1000_e5_b1_lr0001_3375.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
7.23
80
36.09
35
34.27
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr0001_8060
1,000
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.08
84.45
422.29
model-npz/InceptionV3_optadam_s1000_e5_b1_lr00001_2307.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
7.3
78
36.38
35
34.14
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr01_1562
1,000
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.09
48.21
241.11
model-npz/InceptionV3_optadam_s1000_e5_b2_lr001_1716.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
8.07
69
39.88
38
35.19
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr001_9303
1,000
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.09
48.52
242.63
model-npz/InceptionV3_optadam_s1000_e5_b2_lr0001_2464.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
8.13
79
39.57
38
35.84
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr0001_2920
1,000
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
0.09
47.58
237.97
model-npz/InceptionV3_optadam_s1000_e5_b2_lr00001_1983.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
8.32
78
40.42
38
35.87
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr01_9765
1,000
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
0.12
30.22
151.15
model-npz/InceptionV3_optadam_s1000_e5_b4_lr001_9098.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
10.03
76
42.62
42
37.03
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr001_1957
1,000
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
0.12
29.94
149.76
model-npz/InceptionV3_optadam_s1000_e5_b4_lr0001_1047.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
10.06
77
42.38
43
38.23
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr0001_3222
1,000
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
0.12
29.88
149.47
model-npz/InceptionV3_optadam_s1000_e5_b4_lr00001_9797.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
9.88
76
42.09
43
38.35
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr001_1748
1,000
299
299
3
10
adam
5
32
0.001
2.15.1
12.2
0.61
19.54
97.76
model-npz/InceptionV3_optadam_s1000_e5_b32_lr0001_1517.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
14.61
99
41.58
49
40
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr0001_9163
1,000
299
299
3
10
adam
5
32
0.0001
2.15.1
12.2
0.6
19.38
96.93
model-npz/InceptionV3_optadam_s1000_e5_b32_lr00001_1638.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
14.87
100
43.14
51
41.93
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b64_lr01_1904
1,000
299
299
3
10
adam
5
64
0.01
2.15.1
12.2
1.33
21.32
106.64
model-npz/InceptionV3_optadam_s1000_e5_b64_lr001_1012.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
15.91
100
48.58
54
44.15
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b64_lr001_2277
1,000
299
299
3
10
adam
5
64
0.001
2.15.1
12.2
1.32
21.08
105.42
model-npz/InceptionV3_optadam_s1000_e5_b64_lr0001_3211.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
68
17.54
100
48.08
53
45.65
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b64_lr0001_2276
1,000
299
299
3
10
adam
5
64
0.0001
2.15.1
12.2
1.35
21.62
108.15
model-npz/InceptionV3_optadam_s1000_e5_b64_lr00001_2721.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
69
16.36
100
47.41
55
45.4
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr0001_1278
1,000
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
0.13
16.75
167.6
model-npz/InceptionV3_optadam_s1000_e10_b8_lr00001_1598.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
15.84
93
58.16
49
39.67
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr01_3264
1,000
299
299
3
10
adam
10
16
0.01
2.15.1
12.2
0.23
14.51
145.19
model-npz/InceptionV3_optadam_s1000_e10_b16_lr001_9173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
18.39
99
55.81
55
44.89
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr001_5020
1,000
299
299
3
10
adam
10
16
0.001
2.15.1
12.2
0.23
14.63
146.37
model-npz/InceptionV3_optadam_s1000_e10_b16_lr0001_7269.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
17.67
98
54.45
52
45.7
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr0001_1436
1,000
299
299
3
10
adam
10
16
0.0001
2.15.1
12.2
0.23
14.63
146.41
model-npz/InceptionV3_optadam_s1000_e10_b16_lr00001_1461.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
17.77
99
54.62
56
46.42
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr01_2296
1,000
299
299
3
10
adam
10
32
0.01
2.15.1
12.2
0.42
13.58
135.89
model-npz/InceptionV3_optadam_s1000_e10_b32_lr001_2479.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
19.39
100
54.72
57
48.17
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr001_1419
1,000
299
299
3
10
adam
10
32
0.001
2.15.1
12.2
0.42
13.56
135.69
model-npz/InceptionV3_optadam_s1000_e10_b32_lr0001_8675.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
19.27
100
54.31
53
47.08
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr0001_1996
1,000
299
299
3
10
adam
10
32
0.0001
2.15.1
12.2
0.43
13.67
136.82
model-npz/InceptionV3_optadam_s1000_e10_b32_lr00001_2399.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
19.08
99
53.81
53
45.71
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b64_lr01_1884
1,000
299
299
3
10
adam
10
64
0.01
2.15.1
12.2
0.88
14.17
141.71
model-npz/InceptionV3_optadam_s1000_e10_b64_lr001_2532.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
21.32
100
58.11
59
48.14
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b64_lr001_2014
1,000
299
299
3
10
adam
10
64
0.001
2.15.1
12.2
0.88
14.1
141.05
model-npz/InceptionV3_optadam_s1000_e10_b64_lr0001_2944.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
21.79
100
59.45
56
49.76
InceptionV3_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b64_lr0001_8487
1,000
299
299
3
10
adam
10
64
0.0001
2.15.1
12.2
0.88
14.17
141.72
model-npz/InceptionV3_optadam_s1000_e10_b64_lr00001_1754.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
21.51
100
59.22
60
50.06
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr01_3241
1
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
24.02
24.05
24.07
model-npz/InceptionV3_optsgd_s1_e1_b1_lr001_7518.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.22
81
5.42
54
47.86
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr001_2484
1
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
24.4
24.43
24.45
model-npz/InceptionV3_optsgd_s1_e1_b1_lr0001_2055.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.8
76
4.05
43
40.43
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr0001_2345
1
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
24.1
24.13
24.15
model-npz/InceptionV3_optsgd_s1_e1_b1_lr00001_5953.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.03
73
5.11
38
36.14
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr01_1936
1
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
12.26
12.28
24.61
model-npz/InceptionV3_optsgd_s1_e2_b1_lr001_1287.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.83
74
4.06
34
33.46
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr001_3061
1
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
12.37
12.39
24.81
model-npz/InceptionV3_optsgd_s1_e2_b1_lr0001_2398.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.42
79
6.45
33
31.66
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr0001_3026
1
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
12.1
12.11
24.26
model-npz/InceptionV3_optsgd_s1_e2_b1_lr00001_2472.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.53
74
6.35
32
30.82
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr01_1508
1
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
5.03
5.04
25.27
model-npz/InceptionV3_optsgd_s1_e5_b1_lr001_9667.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.5
78
6.5
31
30.05
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr001_2822
1
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
5.05
5.07
25.37
model-npz/InceptionV3_optsgd_s1_e5_b1_lr0001_2573.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.32
80
5.54
30
29.26
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr0001_1989
1
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
5.06
5.07
25.38
model-npz/InceptionV3_optsgd_s1_e5_b1_lr00001_3280.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.04
78
4.69
30
28.8
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr01_1630
1
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
2.49
2.5
25.1
model-npz/InceptionV3_optsgd_s1_e10_b1_lr001_1678.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.32
74
6
29
28.77
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr001_2411
1
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
2.51
2.52
25.31
model-npz/InceptionV3_optsgd_s1_e10_b1_lr0001_2410.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.11
74
5.32
30
28.41
InceptionV3_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr0001_1630
1
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
2.5
2.51
25.18
model-npz/InceptionV3_optsgd_s1_e10_b1_lr00001_1869.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.66
78
7.51
30
28.46
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr01_1254
10
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
2.47
24.7
24.72
model-npz/InceptionV3_optsgd_s10_e1_b1_lr001_1196.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.31
69
6.22
29
28.19
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr001_1648
10
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
2.44
24.46
24.48
model-npz/InceptionV3_optsgd_s10_e1_b1_lr0001_7534.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.36
73
6.64
29
28.17
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr0001_3052
10
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
2.55
25.53
25.55
model-npz/InceptionV3_optsgd_s10_e1_b1_lr00001_2798.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.25
76
5.91
29
28.1
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr01_1840
10
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
5.04
25.24
25.27
model-npz/InceptionV3_optsgd_s10_e1_b2_lr001_2635.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.08
73
5.42
30
28.31
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr001_2364
10
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
4.94
24.73
24.75
model-npz/InceptionV3_optsgd_s10_e1_b2_lr0001_2926.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.42
74
6.77
30
28.31
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr0001_1542
10
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
4.96
24.85
24.88
model-npz/InceptionV3_optsgd_s10_e1_b2_lr00001_2652.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.41
76
6.69
30
28.38
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr01_1035
10
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
9.44
28.35
28.38
model-npz/InceptionV3_optsgd_s10_e1_b4_lr001_7766.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.59
80
13.66
32
28.69
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr001_4194
10
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
9.37
28.13
28.16
model-npz/InceptionV3_optsgd_s10_e1_b4_lr0001_1908.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.53
84
12.46
33
29.31
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr0001_2973
10
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
9.5
28.53
28.55
model-npz/InceptionV3_optsgd_s10_e1_b4_lr00001_1053.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.35
90
12.51
32
29.27
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr01_1829
10
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
14.43
28.9
28.94
model-npz/InceptionV3_optsgd_s10_e1_b8_lr001_3536.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.69
85
13.4
33
29.83
InceptionV3_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr001_1630
10
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
14.46
28.95
28.98
model-npz/InceptionV3_optsgd_s10_e1_b8_lr0001_3096.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.78
80
13.9
33
30.18