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_optadam_s100_ipd299x299x3_opd10_e2_b32_lr01_1085
100
299
299
3
10
adam
2
32
0.01
2.15.1
12.2
5.51
22.08
44.18
model-npz/Xception_optadam_s100_e2_b32_lr001_5329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
7.98
100
24.3
38
31.31
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b32_lr001_1448
100
299
299
3
10
adam
2
32
0.001
2.15.1
12.2
5.67
22.69
45.41
model-npz/Xception_optadam_s100_e2_b32_lr0001_3271.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
65
8.85
100
26.39
38
32.23
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e2_b32_lr0001_1669
100
299
299
3
10
adam
2
32
0.0001
2.15.1
12.2
5.61
22.46
44.96
model-npz/Xception_optadam_s100_e2_b32_lr00001_1743.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
9.26
100
26.36
39
32.56
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b1_lr01_1702
100
299
299
3
10
adam
5
1
0.01
2.15.1
12.2
0.11
11.49
57.47
model-npz/Xception_optadam_s100_e5_b1_lr001_2870.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
6.97
100
27.3
35
32.28
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b1_lr001_1785
100
299
299
3
10
adam
5
1
0.001
2.15.1
12.2
0.11
11.34
56.76
model-npz/Xception_optadam_s100_e5_b1_lr0001_2208.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
6.93
75
26.58
34
31.23
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b1_lr0001_1684
100
299
299
3
10
adam
5
1
0.0001
2.15.1
12.2
0.11
11.22
56.14
model-npz/Xception_optadam_s100_e5_b1_lr00001_1546.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
6.85
73
26.45
35
31.15
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b2_lr01_2349
100
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.18
9.24
46.28
model-npz/Xception_optadam_s100_e5_b2_lr001_9323.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
6.25
87
24.56
35
30.78
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b2_lr001_2701
100
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.18
9.17
45.9
model-npz/Xception_optadam_s100_e5_b2_lr0001_4567.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
6.47
87
24.74
35
30.62
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b2_lr0001_3096
100
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
0.19
9.56
47.84
model-npz/Xception_optadam_s100_e5_b2_lr00001_3215.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
6.19
87
24.12
36
30.62
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b4_lr01_2884
100
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
0.33
8.36
41.82
model-npz/Xception_optadam_s100_e5_b4_lr001_2362.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
6.5
91
22.33
36
30.65
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b4_lr001_3226
100
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
0.34
8.46
42.31
model-npz/Xception_optadam_s100_e5_b4_lr0001_1330.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
5.91
91
21.81
36
30.6
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b4_lr0001_3017
100
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
0.34
8.48
42.46
model-npz/Xception_optadam_s100_e5_b4_lr00001_2932.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
5.89
91
20.43
37
30.88
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b8_lr01_3180
100
299
299
3
10
adam
5
8
0.01
2.15.1
12.2
0.67
8.68
43.42
model-npz/Xception_optadam_s100_e5_b8_lr001_1871.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
6.97
95
23.54
38
31.34
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b8_lr001_2411
100
299
299
3
10
adam
5
8
0.001
2.15.1
12.2
0.67
8.73
43.67
model-npz/Xception_optadam_s100_e5_b8_lr0001_1908.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
7.47
98
24.5
38
31.9
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b8_lr0001_2331
100
299
299
3
10
adam
5
8
0.0001
2.15.1
12.2
0.67
8.7
43.55
model-npz/Xception_optadam_s100_e5_b8_lr00001_2436.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.24
95
23.67
38
31.92
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b16_lr01_2285
100
299
299
3
10
adam
5
16
0.01
2.15.1
12.2
1.3
9.12
45.63
model-npz/Xception_optadam_s100_e5_b16_lr001_2904.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
8.81
99
25.82
39
32.68
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b16_lr001_2585
100
299
299
3
10
adam
5
16
0.001
2.15.1
12.2
1.3
9.1
45.54
model-npz/Xception_optadam_s100_e5_b16_lr0001_2784.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
9.31
100
28.1
40
33.01
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b16_lr0001_2669
100
299
299
3
10
adam
5
16
0.0001
2.15.1
12.2
1.31
9.19
45.97
model-npz/Xception_optadam_s100_e5_b16_lr00001_2067.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
8.87
99
25.56
39
33.23
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b32_lr01_3105
100
299
299
3
10
adam
5
32
0.01
2.15.1
12.2
2.44
9.75
48.81
model-npz/Xception_optadam_s100_e5_b32_lr001_2616.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
11.6
100
32.98
41
34.19
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b32_lr001_2006
100
299
299
3
10
adam
5
32
0.001
2.15.1
12.2
2.47
9.88
49.42
model-npz/Xception_optadam_s100_e5_b32_lr0001_2204.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
66
11.92
100
32.5
41
34.94
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e5_b32_lr0001_7111
100
299
299
3
10
adam
5
32
0.0001
2.15.1
12.2
2.45
9.79
49
model-npz/Xception_optadam_s100_e5_b32_lr00001_1282.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
11.37
100
33.39
41
35
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b1_lr01_1845
100
299
299
3
10
adam
10
1
0.01
2.15.1
12.2
0.08
8.23
82.4
model-npz/Xception_optadam_s100_e10_b1_lr001_2833.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
9.85
100
38
37
33.35
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b1_lr001_2570
100
299
299
3
10
adam
10
1
0.001
2.15.1
12.2
0.08
8.3
83.08
model-npz/Xception_optadam_s100_e10_b1_lr0001_2971.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
9.69
78
37.24
37
33.59
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b1_lr0001_1949
100
299
299
3
10
adam
10
1
0.0001
2.15.1
12.2
0.08
8.43
84.4
model-npz/Xception_optadam_s100_e10_b1_lr00001_3106.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
9.41
74
36.42
38
33.89
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b2_lr01_1701
100
299
299
3
10
adam
10
2
0.01
2.15.1
12.2
0.12
6.17
61.74
model-npz/Xception_optadam_s100_e10_b2_lr001_2050.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.44
87
36.32
38
33.73
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b2_lr001_3774
100
299
299
3
10
adam
10
2
0.001
2.15.1
12.2
0.12
6.08
60.89
model-npz/Xception_optadam_s100_e10_b2_lr0001_1231.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.6
88
37.24
39
33.98
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b2_lr0001_1056
100
299
299
3
10
adam
10
2
0.0001
2.15.1
12.2
0.12
5.98
59.86
model-npz/Xception_optadam_s100_e10_b2_lr00001_2564.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.66
87
36.63
39
34.44
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b4_lr01_2157
100
299
299
3
10
adam
10
4
0.01
2.15.1
12.2
0.21
5.3
53.02
model-npz/Xception_optadam_s100_e10_b4_lr001_1877.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
9.54
91
33.03
39
34.19
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b4_lr001_1377
100
299
299
3
10
adam
10
4
0.001
2.15.1
12.2
0.21
5.21
52.13
model-npz/Xception_optadam_s100_e10_b4_lr0001_2722.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
9.55
92
33.24
41
34.62
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b4_lr0001_1086
100
299
299
3
10
adam
10
4
0.0001
2.15.1
12.2
0.21
5.34
53.44
model-npz/Xception_optadam_s100_e10_b4_lr00001_1511.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
9.29
91
32.26
41
34.95
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr01_1589
100
299
299
3
10
adam
10
8
0.01
2.15.1
12.2
0.4
5.27
52.8
model-npz/Xception_optadam_s100_e10_b8_lr001_8386.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
10.59
99
33.08
41
35.37
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr001_2218
100
299
299
3
10
adam
10
8
0.001
2.15.1
12.2
0.4
5.21
52.12
model-npz/Xception_optadam_s100_e10_b8_lr0001_1729.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
10.49
95
34.06
43
35.9
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b8_lr0001_3164
100
299
299
3
10
adam
10
8
0.0001
2.15.1
12.2
0.4
5.27
52.74
model-npz/Xception_optadam_s100_e10_b8_lr00001_9657.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
10.58
95
32.92
43
36.19
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr01_1318
100
299
299
3
10
adam
10
16
0.01
2.15.1
12.2
0.75
5.27
52.8
model-npz/Xception_optadam_s100_e10_b16_lr001_5135.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
12.01
100
35.08
44
36.75
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr001_9678
100
299
299
3
10
adam
10
16
0.001
2.15.1
12.2
0.76
5.36
53.68
model-npz/Xception_optadam_s100_e10_b16_lr0001_2168.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
12.79
99
35.57
44
36.98
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b16_lr0001_3035
100
299
299
3
10
adam
10
16
0.0001
2.15.1
12.2
0.8
5.61
56.14
model-npz/Xception_optadam_s100_e10_b16_lr00001_2749.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
11.6
100
33.93
43
36.86
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr01_2556
100
299
299
3
10
adam
10
32
0.01
2.15.1
12.2
1.48
5.92
59.28
model-npz/Xception_optadam_s100_e10_b32_lr001_3075.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
14.29
100
36.65
44
37.2
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr001_3114
100
299
299
3
10
adam
10
32
0.001
2.15.1
12.2
1.39
5.57
55.76
model-npz/Xception_optadam_s100_e10_b32_lr0001_1570.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
64
14.67
100
38.74
45
37.93
Xception_architecture_optadam_s100_ipd299x299x3_opd10_e10_b32_lr0001_9345
100
299
299
3
10
adam
10
32
0.0001
2.15.1
12.2
1.42
5.67
56.78
model-npz/Xception_optadam_s100_e10_b32_lr00001_1393.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
74
14.64
100
39.44
45
38.56
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr01_1493
1,000
299
299
3
10
adam
1
1
0.01
2.15.1
12.2
0.08
82.6
82.63
model-npz/Xception_optadam_s1000_e1_b1_lr001_1050.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
9.37
100
36.52
37
33.46
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr001_1904
1,000
299
299
3
10
adam
1
1
0.001
2.15.1
12.2
0.08
81.75
81.77
model-npz/Xception_optadam_s1000_e1_b1_lr0001_2721.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
9.43
78
36.1
38
33.6
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b1_lr0001_1101
1,000
299
299
3
10
adam
1
1
0.0001
2.15.1
12.2
0.08
82.52
82.56
model-npz/Xception_optadam_s1000_e1_b1_lr00001_1455.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
9.3
74
36.17
37
33.68
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr01_1360
1,000
299
299
3
10
adam
1
2
0.01
2.15.1
12.2
0.12
60.92
60.94
model-npz/Xception_optadam_s1000_e1_b2_lr001_1377.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
8.97
87
35.15
37
33.08
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr001_1144
1,000
299
299
3
10
adam
1
2
0.001
2.15.1
12.2
0.12
60.28
60.31
model-npz/Xception_optadam_s1000_e1_b2_lr0001_5551.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.1
87
35.38
39
33.65
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b2_lr0001_1609
1,000
299
299
3
10
adam
1
2
0.0001
2.15.1
12.2
0.12
60.39
60.42
model-npz/Xception_optadam_s1000_e1_b2_lr00001_5594.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.12
87
35.88
38
33.98
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr01_7725
1,000
299
299
3
10
adam
1
4
0.01
2.15.1
12.2
0.21
53.55
53.58
model-npz/Xception_optadam_s1000_e1_b4_lr001_2559.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
9.15
91
32.38
39
33.77
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr001_1813
1,000
299
299
3
10
adam
1
4
0.001
2.15.1
12.2
0.21
53.39
53.42
model-npz/Xception_optadam_s1000_e1_b4_lr0001_2769.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
8.96
91
31.52
41
34.16
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b4_lr0001_3270
1,000
299
299
3
10
adam
1
4
0.0001
2.15.1
12.2
0.21
52.62
52.64
model-npz/Xception_optadam_s1000_e1_b4_lr00001_2943.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
8.92
91
31.83
41
34.43
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr01_1491
1,000
299
299
3
10
adam
1
8
0.01
2.15.1
12.2
0.4
50.69
50.71
model-npz/Xception_optadam_s1000_e1_b8_lr001_1064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
10.56
99
33.08
42
35.06
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr001_1470
1,000
299
299
3
10
adam
1
8
0.001
2.15.1
12.2
0.4
50.15
50.18
model-npz/Xception_optadam_s1000_e1_b8_lr0001_1149.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
9.16
95
29.92
42
34.98
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b8_lr0001_2380
1,000
299
299
3
10
adam
1
8
0.0001
2.15.1
12.2
0.4
50.38
50.41
model-npz/Xception_optadam_s1000_e1_b8_lr00001_2799.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
9.53
99
30.68
42
34.99
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr01_4993
1,000
299
299
3
10
adam
1
16
0.01
2.15.1
12.2
0.86
54.49
54.51
model-npz/Xception_optadam_s1000_e1_b16_lr001_7319.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
11.16
100
32.23
42
35.45
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr001_2119
1,000
299
299
3
10
adam
1
16
0.001
2.15.1
12.2
0.87
54.73
54.77
model-npz/Xception_optadam_s1000_e1_b16_lr0001_2601.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
12.22
100
33.53
43
35.71
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b16_lr0001_1693
1,000
299
299
3
10
adam
1
16
0.0001
2.15.1
12.2
0.85
53.33
53.35
model-npz/Xception_optadam_s1000_e1_b16_lr00001_1998.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
12.1
100
35.18
42
36.19
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr01_3001
1,000
299
299
3
10
adam
1
32
0.01
2.15.1
12.2
1.78
56.94
56.96
model-npz/Xception_optadam_s1000_e1_b32_lr001_1785.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
67
14.68
100
39.1
45
37.28
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr001_2171
1,000
299
299
3
10
adam
1
32
0.001
2.15.1
12.2
1.78
57
57.03
model-npz/Xception_optadam_s1000_e1_b32_lr0001_7834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
14.02
100
37.98
44
37.84
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e1_b32_lr0001_1492
1,000
299
299
3
10
adam
1
32
0.0001
2.15.1
12.2
1.8
57.56
57.59
model-npz/Xception_optadam_s1000_e1_b32_lr00001_1983.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
14.09
100
37.34
44
37.86
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr01_1606
1,000
299
299
3
10
adam
2
1
0.01
2.15.1
12.2
0.06
65.63
131.29
model-npz/Xception_optadam_s1000_e2_b1_lr001_2207.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
12.28
74
47.44
38
33.51
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr001_3972
1,000
299
299
3
10
adam
2
1
0.001
2.15.1
12.2
0.06
65.66
131.37
model-npz/Xception_optadam_s1000_e2_b1_lr0001_3360.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
12.01
79
46.44
40
36.16
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b1_lr0001_3092
1,000
299
299
3
10
adam
2
1
0.0001
2.15.1
12.2
0.07
67.94
135.9
model-npz/Xception_optadam_s1000_e2_b1_lr00001_1181.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
11.86
76
45.44
39
36.31
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr01_2868
1,000
299
299
3
10
adam
2
2
0.01
2.15.1
12.2
0.09
44.68
89.39
model-npz/Xception_optadam_s1000_e2_b2_lr001_1353.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
12.76
88
49.44
42
36.41
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr001_1488
1,000
299
299
3
10
adam
2
2
0.001
2.15.1
12.2
0.09
45.01
90.05
model-npz/Xception_optadam_s1000_e2_b2_lr0001_1659.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
12.81
88
49.48
42
37.64
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b2_lr0001_1516
1,000
299
299
3
10
adam
2
2
0.0001
2.15.1
12.2
0.09
44.61
89.24
model-npz/Xception_optadam_s1000_e2_b2_lr00001_2740.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
12.82
88
49.01
44
38.21
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr01_2240
1,000
299
299
3
10
adam
2
4
0.01
2.15.1
12.2
0.15
37.16
74.36
model-npz/Xception_optadam_s1000_e2_b4_lr001_1766.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
13.47
98
46.82
44
38.38
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr001_1901
1,000
299
299
3
10
adam
2
4
0.001
2.15.1
12.2
0.15
37.18
74.41
model-npz/Xception_optadam_s1000_e2_b4_lr0001_1841.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
13.02
91
46.16
46
39.19
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b4_lr0001_1498
1,000
299
299
3
10
adam
2
4
0.0001
2.15.1
12.2
0.15
37.43
74.9
model-npz/Xception_optadam_s1000_e2_b4_lr00001_2099.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
13.19
92
45.38
47
40.03
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr01_2410
1,000
299
299
3
10
adam
2
8
0.01
2.15.1
12.2
0.27
33.75
67.53
model-npz/Xception_optadam_s1000_e2_b8_lr001_5852.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
14.71
99
44.47
48
40.86
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr001_1107
1,000
299
299
3
10
adam
2
8
0.001
2.15.1
12.2
0.27
33.64
67.32
model-npz/Xception_optadam_s1000_e2_b8_lr0001_2986.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
14.39
99
44.61
47
40.71
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b8_lr0001_1439
1,000
299
299
3
10
adam
2
8
0.0001
2.15.1
12.2
0.27
33.83
67.69
model-npz/Xception_optadam_s1000_e2_b8_lr00001_2255.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
14.93
99
45.2
48
40.46
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr01_1995
1,000
299
299
3
10
adam
2
16
0.01
2.15.1
12.2
0.54
34.24
68.53
model-npz/Xception_optadam_s1000_e2_b16_lr001_1392.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
16.55
100
46.63
49
41.87
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr001_3272
1,000
299
299
3
10
adam
2
16
0.001
2.15.1
12.2
0.55
34.7
69.43
model-npz/Xception_optadam_s1000_e2_b16_lr0001_1594.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
16.29
99
45.46
50
41.92
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b16_lr0001_2740
1,000
299
299
3
10
adam
2
16
0.0001
2.15.1
12.2
0.55
34.75
69.52
model-npz/Xception_optadam_s1000_e2_b16_lr00001_1217.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
16.71
99
45.57
49
41.92
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr01_2826
1,000
299
299
3
10
adam
2
32
0.01
2.15.1
12.2
1.12
35.75
71.52
model-npz/Xception_optadam_s1000_e2_b32_lr001_3119.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
74
18.39
100
48.47
51
42.82
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr001_2740
1,000
299
299
3
10
adam
2
32
0.001
2.15.1
12.2
1.12
35.92
71.88
model-npz/Xception_optadam_s1000_e2_b32_lr0001_8954.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
65
18.71
100
47.75
51
43.52
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e2_b32_lr0001_2060
1,000
299
299
3
10
adam
2
32
0.0001
2.15.1
12.2
1.11
35.64
71.31
model-npz/Xception_optadam_s1000_e2_b32_lr00001_2930.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
67
19.54
100
49.11
52
43.64
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr01_1793
1,000
299
299
3
10
adam
5
2
0.01
2.15.1
12.2
0.07
35.55
177.78
model-npz/Xception_optadam_s1000_e5_b2_lr001_2055.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
16.94
88
65.32
45
40.06
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr001_1972
1,000
299
299
3
10
adam
5
2
0.001
2.15.1
12.2
0.07
35.49
177.5
model-npz/Xception_optadam_s1000_e5_b2_lr0001_8183.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
16.83
88
64.53
47
42.3
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b2_lr0001_1841
1,000
299
299
3
10
adam
5
2
0.0001
2.15.1
12.2
0.07
35.14
175.74
model-npz/Xception_optadam_s1000_e5_b2_lr00001_7267.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
17.12
88
65.54
50
44.11
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr01_1845
1,000
299
299
3
10
adam
5
4
0.01
2.15.1
12.2
0.11
27.44
137.23
model-npz/Xception_optadam_s1000_e5_b4_lr001_5395.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
18.95
99
64.97
51
45.19
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr001_3383
1,000
299
299
3
10
adam
5
4
0.001
2.15.1
12.2
0.11
27.69
138.51
model-npz/Xception_optadam_s1000_e5_b4_lr0001_2967.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
18.33
92
64.28
52
46.17
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b4_lr0001_1641
1,000
299
299
3
10
adam
5
4
0.0001
2.15.1
12.2
0.11
27.74
138.72
model-npz/Xception_optadam_s1000_e5_b4_lr00001_6806.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
18.83
97
64.58
54
47.12
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr01_3116
1,000
299
299
3
10
adam
5
8
0.01
2.15.1
12.2
0.19
24.17
120.89
model-npz/Xception_optadam_s1000_e5_b8_lr001_2621.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
20.49
99
63.62
57
48.5
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr001_2672
1,000
299
299
3
10
adam
5
8
0.001
2.15.1
12.2
0.19
24.04
120.24
model-npz/Xception_optadam_s1000_e5_b8_lr0001_1051.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
20.38
96
64.03
54
48.31
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b8_lr0001_7910
1,000
299
299
3
10
adam
5
8
0.0001
2.15.1
12.2
0.19
24.2
121.03
model-npz/Xception_optadam_s1000_e5_b8_lr00001_1717.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
20.65
96
64.56
58
48.74
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr01_2221
1,000
299
299
3
10
adam
5
16
0.01
2.15.1
12.2
0.37
23.18
115.95
model-npz/Xception_optadam_s1000_e5_b16_lr001_2615.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
23.14
100
62.65
59
50.69
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr001_1893
1,000
299
299
3
10
adam
5
16
0.001
2.15.1
12.2
0.36
22.96
114.85
model-npz/Xception_optadam_s1000_e5_b16_lr0001_2578.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
66
22.62
100
63.84
55
50.23
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b16_lr0001_1141
1,000
299
299
3
10
adam
5
16
0.0001
2.15.1
12.2
0.37
23.25
116.31
model-npz/Xception_optadam_s1000_e5_b16_lr00001_1437.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
66
22.39
99
62.55
58
49.55
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr01_1938
1,000
299
299
3
10
adam
5
32
0.01
2.15.1
12.2
0.73
23.29
116.46
model-npz/Xception_optadam_s1000_e5_b32_lr001_1329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
26.1
100
64.12
55
49.8
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr001_2187
1,000
299
299
3
10
adam
5
32
0.001
2.15.1
12.2
0.72
23.16
115.86
model-npz/Xception_optadam_s1000_e5_b32_lr0001_9895.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
25.44
100
63.15
56
48.54
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e5_b32_lr0001_2857
1,000
299
299
3
10
adam
5
32
0.0001
2.15.1
12.2
0.72
23.03
115.16
model-npz/Xception_optadam_s1000_e5_b32_lr00001_1119.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
68
24.38
100
64.66
58
49.88
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr01_1789
1,000
299
299
3
10
adam
10
32
0.01
2.15.1
12.2
0.58
18.74
187.42
model-npz/Xception_optadam_s1000_e10_b32_lr001_3347.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
67
31.22
100
75.76
61
48.67
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr001_1035
1,000
299
299
3
10
adam
10
32
0.001
2.15.1
12.2
0.58
18.74
187.44
model-npz/Xception_optadam_s1000_e10_b32_lr0001_1925.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
66
31.01
100
75.83
63
55.96
Xception_architecture_optadam_s1000_ipd299x299x3_opd10_e10_b32_lr0001_5112
1,000
299
299
3
10
adam
10
32
0.0001
2.15.1
12.2
0.58
18.74
187.47
model-npz/Xception_optadam_s1000_e10_b32_lr00001_1628.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
68
30.47
100
75.73
63
56.47
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr01_3260
1
299
299
3
10
sgd
1
1
0.01
2.15.1
12.2
19.09
19.12
19.14
model-npz/Xception_optsgd_s1_e1_b1_lr001_8746.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.9
100
5.43
35
33.47
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr001_1235
1
299
299
3
10
sgd
1
1
0.001
2.15.1
12.2
19.31
19.34
19.36
model-npz/Xception_optsgd_s1_e1_b1_lr0001_1302.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.49
69
2.06
32
31.04
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e1_b1_lr0001_1275
1
299
299
3
10
sgd
1
1
0.0001
2.15.1
12.2
18.94
18.97
18.99
model-npz/Xception_optsgd_s1_e1_b1_lr00001_2093.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.06
60
4.78
30
29.41
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr01_1132
1
299
299
3
10
sgd
2
1
0.01
2.15.1
12.2
9.19
9.21
18.44
model-npz/Xception_optsgd_s1_e2_b1_lr001_1038.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.9
59
3
29
28.41
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr001_2763
1
299
299
3
10
sgd
2
1
0.001
2.15.1
12.2
9.43
9.44
18.92
model-npz/Xception_optsgd_s1_e2_b1_lr0001_2104.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.02
76
4.96
28
27.8
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e2_b1_lr0001_7178
1
299
299
3
10
sgd
2
1
0.0001
2.15.1
12.2
9.55
9.57
19.16
model-npz/Xception_optsgd_s1_e2_b1_lr00001_1933.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.8
72
2.86
28
27.04
Xception_architecture_optsgd_s1_ipd299x299x3_opd10_e5_b1_lr01_2369
1
299
299
3
10
sgd
5
1
0.01
2.15.1
12.2
3.81
3.82
19.15
model-npz/Xception_optsgd_s1_e5_b1_lr001_2341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.22
55
4.82
27
26.36