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
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr001_3670
1
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
3.81
3.82
19.13
model-npz/Xception_optsgd_s1_e5_b1_lr0001_2782.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.71
73
3.54
27
26.06
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr0001_2320
1
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
3.76
3.77
18.9
model-npz/Xception_optsgd_s1_e5_b1_lr00001_3082.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
0.56
37
2.32
27
26
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr01_2197
1
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
1.93
1.94
19.47
model-npz/Xception_optsgd_s1_e10_b1_lr001_1815.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.79
68
3.79
27
25.75
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr001_3241
1
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
1.9
1.9
19.09
model-npz/Xception_optsgd_s1_e10_b1_lr0001_1604.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.09
100
4.55
27
25.57
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e10_b1_lr0001_3467
1
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
1.95
1.96
19.61
model-npz/Xception_optsgd_s1_e10_b1_lr00001_2514.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.37
68
5.2
27
25.31
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr01_1691
10
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
2.05
20.55
20.58
model-npz/Xception_optsgd_s10_e1_b1_lr001_1738.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.9
71
4.04
26
25.12
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr001_3388
10
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
1.98
19.83
19.85
model-npz/Xception_optsgd_s10_e1_b1_lr0001_2773.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.95
52
4.58
26
25.07
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b1_lr0001_3002
10
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
1.93
19.35
19.37
model-npz/Xception_optsgd_s10_e1_b1_lr00001_3296.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.22
54
4.74
26
25.04
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr01_2402
10
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
3.85
19.29
19.32
model-npz/Xception_optsgd_s10_e1_b2_lr001_4049.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.43
65
6.21
27
25.21
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr001_3346
10
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
3.78
18.95
18.97
model-npz/Xception_optsgd_s10_e1_b2_lr0001_6628.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.1
70
4.22
27
25.08
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b2_lr0001_4483
10
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
3.85
19.3
19.32
model-npz/Xception_optsgd_s10_e1_b2_lr00001_2614.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
1.24
49
5.78
27
25.25
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr01_1399
10
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
7.08
21.28
21.3
model-npz/Xception_optsgd_s10_e1_b4_lr001_3347.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.39
94
10.61
30
25.74
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr001_2147
10
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
7.07
21.25
21.28
model-npz/Xception_optsgd_s10_e1_b4_lr0001_8720.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
2.64
95
9.66
30
26.16
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b4_lr0001_2459
10
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
7.13
21.42
21.44
model-npz/Xception_optsgd_s10_e1_b4_lr00001_9074.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
3.31
93
13.6
30
26.51
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr01_3333
10
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
11.16
22.35
22.37
model-npz/Xception_optsgd_s10_e1_b8_lr001_1495.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
3.07
92
12.66
30
26.79
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr001_1419
10
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
11.43
22.89
22.92
model-npz/Xception_optsgd_s10_e1_b8_lr0001_2585.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
3.79
99
13.45
31
27.16
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e1_b8_lr0001_1513
10
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
10.94
21.92
21.94
model-npz/Xception_optsgd_s10_e1_b8_lr00001_1761.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
3.46
94
12.72
31
27.63
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr01_1158
10
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.97
9.77
19.57
model-npz/Xception_optsgd_s10_e2_b1_lr001_2023.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.36
63
5.82
29
27.14
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr001_2387
10
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.98
9.8
19.62
model-npz/Xception_optsgd_s10_e2_b1_lr0001_1524.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.06
57
5.04
28
26.25
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b1_lr0001_1746
10
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
1
9.98
19.99
model-npz/Xception_optsgd_s10_e2_b1_lr00001_1239.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.09
71
4.58
28
26.09
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr01_1816
10
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
1.98
9.93
19.89
model-npz/Xception_optsgd_s10_e2_b2_lr001_1618.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.22
79
5.25
27
25.96
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr001_1436
10
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
1.93
9.69
19.41
model-npz/Xception_optsgd_s10_e2_b2_lr0001_2314.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.09
67
5.13
28
25.67
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b2_lr0001_2117
10
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
1.96
9.84
19.7
model-npz/Xception_optsgd_s10_e2_b2_lr00001_2822.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.29
77
4.63
28
25.38
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr01_1995
10
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
3.65
10.96
21.96
model-npz/Xception_optsgd_s10_e2_b4_lr001_2377.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.47
91
9.88
29
25.72
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr001_2137
10
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
3.56
10.69
21.41
model-npz/Xception_optsgd_s10_e2_b4_lr0001_5705.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.79
94
8.32
30
26.28
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b4_lr0001_1706
10
299
299
3
10
sgd
2
4
0.0001
2.15.1
12.2
3.78
11.36
22.75
model-npz/Xception_optsgd_s10_e2_b4_lr00001_3374.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.62
91
10.77
30
26.32
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr01_1445
10
299
299
3
10
sgd
2
8
0.01
2.15.1
12.2
5.56
11.14
22.3
model-npz/Xception_optsgd_s10_e2_b8_lr001_1406.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
3.83
95
14.22
31
26.85
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr001_7456
10
299
299
3
10
sgd
2
8
0.001
2.15.1
12.2
5.56
11.15
22.32
model-npz/Xception_optsgd_s10_e2_b8_lr0001_1249.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.7
92
14.13
31
27.4
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e2_b8_lr0001_1752
10
299
299
3
10
sgd
2
8
0.0001
2.15.1
12.2
5.49
11
22.03
model-npz/Xception_optsgd_s10_e2_b8_lr00001_1341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.07
99
12.88
31
27.54
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr01_1607
10
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
0.42
4.24
21.23
model-npz/Xception_optsgd_s10_e5_b1_lr001_1160.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.09
65
9.02
30
27.22
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr01_2282
1,000
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.05
55.8
279.04
model-npz/Xception_optadam_s1000_e5_b1_lr001_5636.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
14.91
100
57.59
47
42
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr001_2673
1,000
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.06
57.06
285.34
model-npz/Xception_optadam_s1000_e5_b1_lr0001_2003.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
14.5
77
56.01
48
45.68
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b1_lr0001_1739
1,000
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.06
56.87
284.42
model-npz/Xception_optadam_s1000_e5_b1_lr00001_3336.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
14.58
76
55.92
49
45.75
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b1_lr01_6390
1,000
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
0.05
54.29
543
model-npz/Xception_optadam_s1000_e10_b1_lr001_6201.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
15.6
100
60.25
48
44.84
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b1_lr001_1845
1,000
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
0.05
53.43
534.33
model-npz/Xception_optadam_s1000_e10_b1_lr0001_3205.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
15.84
79
60.97
49
47.52
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b1_lr0001_2209
1,000
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
0.05
53.85
538.56
model-npz/Xception_optadam_s1000_e10_b1_lr00001_1307.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
15.69
78
60.17
51
47.95
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b2_lr01_6771
1,000
299
299
3
10
adam
10
2
0.01
2.15.1
12.2
0.06
32.02
320.3
model-npz/Xception_optadam_s1000_e10_b2_lr001_1882.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
19.18
88
73.46
57
51.33
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b2_lr001_3447
1,000
299
299
3
10
adam
10
2
0.001
2.15.1
12.2
0.06
31.92
319.26
model-npz/Xception_optadam_s1000_e10_b2_lr0001_2928.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
19.35
91
74.19
57
54.37
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b2_lr0001_2346
1,000
299
299
3
10
adam
10
2
0.0001
2.15.1
12.2
0.06
32.01
320.15
model-npz/Xception_optadam_s1000_e10_b2_lr00001_1632.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
19.44
88
73.99
60
55.05
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b4_lr01_2103
1,000
299
299
3
10
adam
10
4
0.01
2.15.1
12.2
0.1
24.56
245.71
model-npz/Xception_optadam_s1000_e10_b4_lr001_9538.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
21.4
92
74.46
60
55.22
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b4_lr001_3143
1,000
299
299
3
10
adam
10
4
0.001
2.15.1
12.2
0.1
24.58
245.9
model-npz/Xception_optadam_s1000_e10_b4_lr0001_2152.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
21.31
92
74.15
61
56.45
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b4_lr0001_5264
1,000
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
0.1
24.33
243.35
model-npz/Xception_optadam_s1000_e10_b4_lr00001_1796.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
21.61
92
74.91
62
57.84
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr01_8101
1,000
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
0.17
20.81
208.16
model-npz/Xception_optadam_s1000_e10_b8_lr001_1005.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
24.25
96
75.85
63
58.31
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr001_3144
1,000
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
0.16
20.77
207.74
model-npz/Xception_optadam_s1000_e10_b8_lr0001_8015.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
26.28
96
76.13
62
57.92
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b8_lr0001_7210
1,000
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
0.16
20.73
207.33
model-npz/Xception_optadam_s1000_e10_b8_lr00001_2502.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
24.6
99
76.41
64
59.07
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr01_1639
1,000
299
299
3
10
adam
10
16
0.01
2.15.1
12.2
0.3
19.05
190.53
model-npz/Xception_optadam_s1000_e10_b16_lr001_2177.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
27.89
99
75.99
62
58.15
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr001_1535
1,000
299
299
3
10
adam
10
16
0.001
2.15.1
12.2
0.31
19.31
193.2
model-npz/Xception_optadam_s1000_e10_b16_lr0001_2605.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
66
27.48
99
74.24
62
56.72
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b16_lr0001_1675
1,000
299
299
3
10
adam
10
16
0.0001
2.15.1
12.2
0.3
19.22
192.28
model-npz/Xception_optadam_s1000_e10_b16_lr00001_2343.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
27.75
100
75.91
64
58.8
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr001_2692
10
299
299
3
10
sgd
5
1
0.001
2.15.1
12.2
0.44
4.4
22.06
model-npz/Xception_optsgd_s10_e5_b1_lr0001_2740.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.93
100
9.79
40
38.43
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b1_lr0001_3279
10
299
299
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.42
4.27
21.39
model-npz/Xception_optsgd_s10_e5_b1_lr00001_2280.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.12
77
9.21
38
36.38
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr01_1565
10
299
299
3
10
sgd
5
2
0.01
2.15.1
12.2
0.82
4.1
20.53
model-npz/Xception_optsgd_s10_e5_b2_lr001_1634.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.37
83
8.65
37
35.29
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr001_3273
10
299
299
3
10
sgd
5
2
0.001
2.15.1
12.2
0.81
4.08
20.43
model-npz/Xception_optsgd_s10_e5_b2_lr0001_1629.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.9
83
7.33
37
34.42
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b2_lr0001_6606
10
299
299
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.83
4.17
20.87
model-npz/Xception_optsgd_s10_e5_b2_lr00001_3259.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.07
81
9.25
37
33.73
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr01_8390
10
299
299
3
10
sgd
5
4
0.01
2.15.1
12.2
1.47
4.43
22.21
model-npz/Xception_optsgd_s10_e5_b4_lr001_1331.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.35
91
10.24
37
33.67
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr001_3160
10
299
299
3
10
sgd
5
4
0.001
2.15.1
12.2
1.45
4.35
21.79
model-npz/Xception_optsgd_s10_e5_b4_lr0001_3285.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
3.38
92
13.71
37
33.62
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b4_lr0001_7835
10
299
299
3
10
sgd
5
4
0.0001
2.15.1
12.2
1.47
4.42
22.14
model-npz/Xception_optsgd_s10_e5_b4_lr00001_2329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
4.11
99
14.11
37
33.61
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr01_3376
10
299
299
3
10
sgd
5
8
0.01
2.15.1
12.2
2.39
4.79
23.98
model-npz/Xception_optsgd_s10_e5_b8_lr001_2116.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
3.67
94
14.28
38
33.86
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr001_1682
10
299
299
3
10
sgd
5
8
0.001
2.15.1
12.2
2.25
4.5
22.55
model-npz/Xception_optsgd_s10_e5_b8_lr0001_2382.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
3.64
99
14.22
38
33.95
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e5_b8_lr0001_6489
10
299
299
3
10
sgd
5
8
0.0001
2.15.1
12.2
2.28
4.57
22.88
model-npz/Xception_optsgd_s10_e5_b8_lr00001_2377.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
3.66
93
13.93
38
34.19
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr01_1615
10
299
299
3
10
sgd
10
1
0.01
2.15.1
12.2
0.23
2.36
23.67
model-npz/Xception_optsgd_s10_e10_b1_lr001_5332.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.89
74
12.48
36
33.74
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr001_1330
10
299
299
3
10
sgd
10
1
0.001
2.15.1
12.2
0.24
2.37
23.77
model-npz/Xception_optsgd_s10_e10_b1_lr0001_1901.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
3.07
69
13.37
36
33.34
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b1_lr0001_2765
10
299
299
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.24
2.4
24.1
model-npz/Xception_optsgd_s10_e10_b1_lr00001_1013.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.75
63
11.74
36
33.05
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr01_2327
10
299
299
3
10
sgd
10
2
0.01
2.15.1
12.2
0.44
2.19
21.98
model-npz/Xception_optsgd_s10_e10_b2_lr001_1356.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.45
87
9.92
37
33
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr001_9040
10
299
299
3
10
sgd
10
2
0.001
2.15.1
12.2
0.43
2.17
21.77
model-npz/Xception_optsgd_s10_e10_b2_lr0001_1118.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.62
87
10.91
36
32.59
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b2_lr0001_2882
10
299
299
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.43
2.16
21.64
model-npz/Xception_optsgd_s10_e10_b2_lr00001_5504.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.25
87
13.05
37
32.86
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr01_9108
10
299
299
3
10
sgd
10
4
0.01
2.15.1
12.2
0.79
2.39
24
model-npz/Xception_optsgd_s10_e10_b4_lr001_1457.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.59
90
11.41
37
32.95
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr001_2210
10
299
299
3
10
sgd
10
4
0.001
2.15.1
12.2
0.77
2.33
23.38
model-npz/Xception_optsgd_s10_e10_b4_lr0001_1282.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
3.93
93
15.97
38
33.41
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b4_lr0001_3271
10
299
299
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.77
2.32
23.31
model-npz/Xception_optsgd_s10_e10_b4_lr00001_2703.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
3.85
94
15.37
38
33.68
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr01_2164
10
299
299
3
10
sgd
10
8
0.01
2.15.1
12.2
1.2
2.41
24.2
model-npz/Xception_optsgd_s10_e10_b8_lr001_6946.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
5.33
98
18.69
39
34.23
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr001_2505
10
299
299
3
10
sgd
10
8
0.001
2.15.1
12.2
1.2
2.41
24.15
model-npz/Xception_optsgd_s10_e10_b8_lr0001_1165.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.87
94
18.05
39
34.33
Xception_architecture_optsgd_s10_ipd299x299x3_opd10_e10_b8_lr0001_3161
10
299
299
3
10
sgd
10
8
0.0001
2.15.1
12.2
1.2
2.41
24.15
model-npz/Xception_optsgd_s10_e10_b8_lr00001_3147.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
4.8
99
15.47
39
34.83
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr01_2493
100
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
0.23
23.59
23.62
model-npz/Xception_optsgd_s100_e1_b1_lr001_1569.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.69
68
11.87
36
34.44
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr001_2367
100
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
0.23
23.55
23.57
model-npz/Xception_optsgd_s100_e1_b1_lr0001_2353.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.07
67
13.4
36
33.57
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b1_lr0001_7560
100
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.23
23.44
23.47
model-npz/Xception_optsgd_s100_e1_b1_lr00001_2854.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
3.03
64
12.59
36
33.36
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr01_9772
100
299
299
3
10
sgd
1
2
0.01
2.15.1
12.2
0.44
22.05
22.08
model-npz/Xception_optsgd_s100_e1_b2_lr001_1432.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.46
85
9.81
37
33.35
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr001_3389
100
299
299
3
10
sgd
1
2
0.001
2.15.1
12.2
0.43
21.64
21.67
model-npz/Xception_optsgd_s100_e1_b2_lr0001_3362.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.49
83
11.58
37
32.81
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b2_lr0001_1335
100
299
299
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.43
21.71
21.73
model-npz/Xception_optsgd_s100_e1_b2_lr00001_2679.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.62
87
10.96
37
33.05
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr01_2597
100
299
299
3
10
sgd
1
4
0.01
2.15.1
12.2
0.87
21.89
21.91
model-npz/Xception_optsgd_s100_e1_b4_lr001_2637.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.98
90
11.66
37
33.25
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr001_3278
100
299
299
3
10
sgd
1
4
0.001
2.15.1
12.2
0.89
22.23
22.25
model-npz/Xception_optsgd_s100_e1_b4_lr0001_1125.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.42
90
13.46
37
32.98
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b4_lr0001_7953
100
299
299
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.87
21.86
21.89
model-npz/Xception_optsgd_s100_e1_b4_lr00001_2656.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
3.07
91
12.49
38
33.17
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr01_7571
100
299
299
3
10
sgd
1
8
0.01
2.15.1
12.2
1.84
23.91
23.93
model-npz/Xception_optsgd_s100_e1_b8_lr001_1527.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
6.85
98
20.63
39
33.9
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr001_3142
100
299
299
3
10
sgd
1
8
0.001
2.15.1
12.2
1.86
24.2
24.23
model-npz/Xception_optsgd_s100_e1_b8_lr0001_2075.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
6.44
99
20.69
39
34.44
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b8_lr0001_2360
100
299
299
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.87
24.33
24.35
model-npz/Xception_optsgd_s100_e1_b8_lr00001_2503.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.87
96
18.82
40
34.87
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr01_1945
100
299
299
3
10
sgd
1
16
0.01
2.15.1
12.2
3.78
26.51
26.53
model-npz/Xception_optsgd_s100_e1_b16_lr001_2000.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
66
8.42
99
26.52
41
35.83
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr001_1322
100
299
299
3
10
sgd
1
16
0.001
2.15.1
12.2
3.89
27.26
27.28
model-npz/Xception_optsgd_s100_e1_b16_lr0001_1747.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
8.08
99
25.77
41
36.47
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b16_lr0001_1237
100
299
299
3
10
sgd
1
16
0.0001
2.15.1
12.2
3.8
26.65
26.67
model-npz/Xception_optsgd_s100_e1_b16_lr00001_4342.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
7.87
99
24.39
42
37.09
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr01_1361
100
299
299
3
10
sgd
1
32
0.01
2.15.1
12.2
7.55
30.24
30.26
model-npz/Xception_optsgd_s100_e1_b32_lr001_3119.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
12.66
100
30.79
43
38.4
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr001_1763
100
299
299
3
10
sgd
1
32
0.001
2.15.1
12.2
7.67
30.72
30.75
model-npz/Xception_optsgd_s100_e1_b32_lr0001_9646.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
71
11.72
100
32.49
44
39.48
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b32_lr0001_3009
100
299
299
3
10
sgd
1
32
0.0001
2.15.1
12.2
7.69
30.79
30.82
model-npz/Xception_optsgd_s100_e1_b32_lr00001_2412.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
10.32
100
32.43
44
39.89
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr01_2606
100
299
299
3
10
sgd
1
64
0.01
2.15.1
12.2
23.38
46.79
46.82
model-npz/Xception_optsgd_s100_e1_b64_lr001_1927.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
74
20.16
100
54.51
51
43.81
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr001_3405
100
299
299
3
10
sgd
1
64
0.001
2.15.1
12.2
23.49
47.02
47.05
model-npz/Xception_optsgd_s100_e1_b64_lr0001_4112.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
69
18.33
100
49.19
53
46.68
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e1_b64_lr0001_6416
100
299
299
3
10
sgd
1
64
0.0001
2.15.1
12.2
23.33
46.68
46.71
model-npz/Xception_optsgd_s100_e1_b64_lr00001_1744.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
71
18.43
100
54.71
55
48.46
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr01_1398
100
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
0.14
14.4
28.82
model-npz/Xception_optsgd_s100_e2_b1_lr001_2359.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.25
75
18.26
48
44.74
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr001_2456
100
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
0.14
14.33
28.69
model-npz/Xception_optsgd_s100_e2_b1_lr0001_2102.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
4.47
73
18.4
43
41.04
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b1_lr0001_2206
100
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.14
14.25
28.53
model-npz/Xception_optsgd_s100_e2_b1_lr00001_1310.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.65
74
19.96
41
38.87
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr01_3061
100
299
299
3
10
sgd
2
2
0.01
2.15.1
12.2
0.25
12.34
24.71
model-npz/Xception_optsgd_s100_e2_b2_lr001_1231.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.78
87
15.7
41
37.58
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr001_1269
100
299
299
3
10
sgd
2
2
0.001
2.15.1
12.2
0.24
12.04
24.11
model-npz/Xception_optsgd_s100_e2_b2_lr0001_3898.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
4.77
88
18.7
41
36.63
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b2_lr0001_2499
100
299
299
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.24
12.31
24.65
model-npz/Xception_optsgd_s100_e2_b2_lr00001_9422.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
3.63
87
15.66
40
35.97
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr01_3398
100
299
299
3
10
sgd
2
4
0.01
2.15.1
12.2
0.48
11.93
23.9
model-npz/Xception_optsgd_s100_e2_b4_lr001_8104.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
3.68
92
14.56
41
35.83
Xception_architecture_optsgd_s100_ipd299x299x3_opd10_e2_b4_lr001_1505
100
299
299
3
10
sgd
2
4
0.001
2.15.1
12.2
0.47
11.8
23.63
model-npz/Xception_optsgd_s100_e2_b4_lr0001_1948.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
4.77
92
17.84
40
35.27