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
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_9284
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.49
74.58
149.2
model-npz/NASNetMobile_optadam_s100_e2_b2_lr00001_3155.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.27
67
3.57
33
32.01
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_2388
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
2.82
70.61
141.25
model-npz/NASNetMobile_optadam_s100_e2_b4_lr001_1114.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.26
66
2.33
33
32.05
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_3078
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
2.81
70.43
140.91
model-npz/NASNetMobile_optadam_s100_e2_b4_lr0001_2643.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.25
57
2.13
33
32.29
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_1285
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
2.79
69.98
140
model-npz/NASNetMobile_optadam_s100_e2_b4_lr00001_1981.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.24
63
2.19
33
32.01
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_7661
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
5.25
68.35
136.73
model-npz/NASNetMobile_optadam_s100_e2_b8_lr001_1664.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.38
70
2.12
33
31.58
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_2906
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
5.33
69.3
138.65
model-npz/NASNetMobile_optadam_s100_e2_b8_lr0001_2356.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.39
70
2.26
33
31.53
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_2045
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
5.28
68.69
137.42
model-npz/NASNetMobile_optadam_s100_e2_b8_lr00001_6743.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.37
71
2.15
33
31.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_6591
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
9.76
68.4
136.85
model-npz/NASNetMobile_optadam_s100_e2_b16_lr001_1312.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.38
71
1.81
33
31.69
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_3190
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
9.78
68.52
137.09
model-npz/NASNetMobile_optadam_s100_e2_b16_lr0001_2769.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.39
63
1.84
33
31.11
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_9485
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
9.64
67.55
135.14
model-npz/NASNetMobile_optadam_s100_e2_b16_lr00001_1119.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.41
71
2.03
33
31.52
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_3142
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
16.9
67.62
135.27
model-npz/NASNetMobile_optadam_s100_e2_b32_lr001_2158.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.38
76
1.69
34
31.05
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_9975
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
16.61
66.49
133.02
model-npz/NASNetMobile_optadam_s100_e2_b32_lr0001_3301.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.4
75
1.86
33
31.16
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2079
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
16.78
67.15
134.35
model-npz/NASNetMobile_optadam_s100_e2_b32_lr00001_2841.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
0.54
70
2.37
33
31.04
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_2672
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
34.25
68.52
137.09
model-npz/NASNetMobile_optadam_s100_e2_b64_lr001_5504.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
0.56
86
2.29
34
31.06
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2939
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
33.38
66.79
133.62
model-npz/NASNetMobile_optadam_s100_e2_b64_lr0001_3726.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
0.65
90
2.65
35
31.19
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_1260
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
34.45
68.94
137.92
model-npz/NASNetMobile_optadam_s100_e2_b64_lr00001_1193.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
0.5
88
2.15
30
26.24
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_2433
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.45
45.38
226.96
model-npz/NASNetMobile_optadam_s100_e5_b1_lr001_6610.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.46
33
9.81
28
27.26
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_6480
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.45
45.16
225.88
model-npz/NASNetMobile_optadam_s100_e5_b1_lr0001_1056.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.42
33
9.58
28
27.19
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_2764
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.45
45.59
228
model-npz/NASNetMobile_optadam_s100_e5_b1_lr00001_3160.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
0.43
33
9.65
28
27.16
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_6119
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.71
35.68
178.47
model-npz/NASNetMobile_optadam_s100_e5_b2_lr001_2190.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.45
30
6.75
28
27.16
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_5542
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.71
35.91
179.61
model-npz/NASNetMobile_optadam_s100_e5_b2_lr0001_1705.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.43
56
6.68
28
27.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_2916
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.71
35.85
179.32
model-npz/NASNetMobile_optadam_s100_e5_b2_lr00001_1142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.47
43
6.89
28
27.12
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1259
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.23
30.92
154.67
model-npz/NASNetMobile_optadam_s100_e5_b4_lr001_8309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.48
69
4.7
28
27.1
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_4437
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.23
30.99
155.03
model-npz/NASNetMobile_optadam_s100_e5_b4_lr0001_2517.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.5
66
4.84
28
27.11
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_7434
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.24
31.07
155.44
model-npz/NASNetMobile_optadam_s100_e5_b4_lr00001_7873.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
0.5
37
4.89
28
27.31
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2885
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
2.24
29.15
145.79
model-npz/NASNetMobile_optadam_s100_e5_b8_lr001_3885.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.62
68
3.85
29
27.18
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_3285
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
2.24
29.19
146
model-npz/NASNetMobile_optadam_s100_e5_b8_lr0001_2382.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.63
70
3.73
29
27.21
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1984
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
2.24
29.22
146.18
model-npz/NASNetMobile_optadam_s100_e5_b8_lr00001_2743.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.61
69
3.79
30
27.48
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_2317
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
4.06
28.46
142.34
model-npz/NASNetMobile_optadam_s100_e5_b16_lr001_1328.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.61
70
2.94
30
27.54
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_4684
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
4.02
28.18
140.93
model-npz/NASNetMobile_optadam_s100_e5_b16_lr0001_2844.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.62
70
3.01
30
27.17
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_3213
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
4.06
28.45
142.3
model-npz/NASNetMobile_optadam_s100_e5_b16_lr00001_1135.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.7
69
3.38
30
27.21
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_2818
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
6.84
27.4
137.03
model-npz/NASNetMobile_optadam_s100_e5_b32_lr001_7613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
0.83
74
3.1
30
27.22
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_2094
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
6.85
27.45
137.3
model-npz/NASNetMobile_optadam_s100_e5_b32_lr0001_4443.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
0.8
76
3.25
31
27.34
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_3386
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
6.87
27.51
137.61
model-npz/NASNetMobile_optadam_s100_e5_b32_lr00001_1173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.6
74
2.57
31
27.25
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_3103
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
13.54
27.09
135.52
model-npz/NASNetMobile_optadam_s100_e5_b64_lr001_6425.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.01
98
3.79
32
27.67
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_1530
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
13.94
27.9
139.57
model-npz/NASNetMobile_optadam_s100_e5_b64_lr0001_1783.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
0.84
84
3.11
33
28.13
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_3285
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
13.89
27.81
139.09
model-npz/NASNetMobile_optadam_s100_e5_b64_lr00001_2763.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
0.88
93
3.27
32
27.95
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_2729
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.31
31.88
318.88
model-npz/NASNetMobile_optadam_s100_e10_b1_lr001_2377.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.58
33
13.9
29
27.75
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_1864
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.32
32.24
322.45
model-npz/NASNetMobile_optadam_s100_e10_b1_lr0001_1987.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.58
34
13.77
28
27.51
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_6625
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.31
31.68
316.84
model-npz/NASNetMobile_optadam_s100_e10_b1_lr00001_2252.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
0.59
33
13.86
28
27.52
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1808
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.45
22.97
229.77
model-npz/NASNetMobile_optadam_s100_e10_b2_lr001_2093.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.65
64
10.63
28
27.39
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1545
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.44
22.43
224.34
model-npz/NASNetMobile_optadam_s100_e10_b2_lr0001_4055.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.71
58
10.94
29
27.39
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_6281
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.45
22.53
225.43
model-npz/NASNetMobile_optadam_s100_e10_b2_lr00001_4126.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.68
65
10.74
29
27.45
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1669
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.71
17.82
178.28
model-npz/NASNetMobile_optadam_s100_e10_b4_lr001_8697.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.76
35
7.77
29
27.54
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_7093
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.71
17.88
178.88
model-npz/NASNetMobile_optadam_s100_e10_b4_lr0001_3623.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.76
67
7.81
29
27.78
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_2983
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.71
17.98
179.87
model-npz/NASNetMobile_optadam_s100_e10_b4_lr00001_9774.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.78
45
7.81
29
27.74
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_3385
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
1.23
16.06
160.71
model-npz/NASNetMobile_optadam_s100_e10_b8_lr001_1466.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.95
70
5.95
30
27.68
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1027
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
1.23
16
160.11
model-npz/NASNetMobile_optadam_s100_e10_b8_lr0001_3180.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.89
69
5.74
31
28.22
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1243
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
1.22
15.98
159.93
model-npz/NASNetMobile_optadam_s100_e10_b8_lr00001_4473.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.94
70
6
31
28.2
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1769
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
2.11
14.83
148.34
model-npz/NASNetMobile_optadam_s100_e10_b16_lr001_6439.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.03
67
4.93
31
27.7
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2287
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
2.14
15.05
150.58
model-npz/NASNetMobile_optadam_s100_e10_b16_lr0001_1598.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.03
69
4.88
31
27.67
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_1191
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
2.12
14.9
149.06
model-npz/NASNetMobile_optadam_s100_e10_b16_lr00001_1790.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.04
69
4.86
31
27.65
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2596
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
3.6
14.42
144.31
model-npz/NASNetMobile_optadam_s100_e10_b32_lr001_6234.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.03
73
4.15
32
27.81
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2639
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
3.62
14.52
145.24
model-npz/NASNetMobile_optadam_s100_e10_b32_lr0001_2502.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.23
82
4.92
32
27.99
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1980
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
3.53
14.15
141.58
model-npz/NASNetMobile_optadam_s100_e10_b32_lr00001_1142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.11
82
4.6
32
28.38
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_7688
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
7.09
14.19
141.97
model-npz/NASNetMobile_optadam_s100_e10_b64_lr001_1225.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
1.34
99
4.8
34
28.33
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1004
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
7.05
14.11
141.18
model-npz/NASNetMobile_optadam_s100_e10_b64_lr0001_6849.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
1.31
99
4.6
33
28.46
NASNetMobile_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2558
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
7.12
14.27
142.74
model-npz/NASNetMobile_optadam_s100_e10_b64_lr00001_3278.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.38
99
4.86
33
28.47
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_2417
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.31
313.96
313.99
model-npz/NASNetMobile_optadam_s1000_e1_b1_lr001_2690.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
0.6
40
14.18
30
27.97
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_2788
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.31
317.52
317.55
model-npz/NASNetMobile_optadam_s1000_e1_b1_lr0001_1800.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.6
69
14.05
28
27.45
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_7122
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.32
319.68
319.71
model-npz/NASNetMobile_optadam_s1000_e1_b1_lr00001_1653.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.6
65
13.73
28
27.49
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1748
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.45
227
227.04
model-npz/NASNetMobile_optadam_s1000_e1_b2_lr001_2373.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.64
50
10.62
28
27.32
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_4828
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.45
225.32
225.35
model-npz/NASNetMobile_optadam_s1000_e1_b2_lr0001_2024.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.67
35
10.66
28
27.36
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3164
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.45
226.14
226.18
model-npz/NASNetMobile_optadam_s1000_e1_b2_lr00001_2530.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.68
67
10.8
28
27.33
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_9843
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.71
177.66
177.69
model-npz/NASNetMobile_optadam_s1000_e1_b4_lr001_1162.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.77
67
8
28
27.22
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_6567
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.71
178.42
178.45
model-npz/NASNetMobile_optadam_s1000_e1_b4_lr0001_1238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.78
69
7.95
29
27.24
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1977
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.71
179.8
179.83
model-npz/NASNetMobile_optadam_s1000_e1_b4_lr00001_5711.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.79
47
7.94
29
27.48
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_6782
1,000
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
1.23
154.54
154.57
model-npz/NASNetMobile_optadam_s1000_e1_b8_lr001_1566.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.83
53
5.3
30
27.39
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_3292
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
1.24
156.11
156.14
model-npz/NASNetMobile_optadam_s1000_e1_b8_lr0001_3256.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.88
71
5.67
30
27.56
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3055
1,000
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
1.24
155.49
155.53
model-npz/NASNetMobile_optadam_s1000_e1_b8_lr00001_1105.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.87
70
5.52
31
27.83
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2615
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
2.35
148.47
148.5
model-npz/NASNetMobile_optadam_s1000_e1_b16_lr001_2455.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.05
72
4.94
31
27.58
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_7225
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
2.34
147.46
147.49
model-npz/NASNetMobile_optadam_s1000_e1_b16_lr0001_9473.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.09
66
5.08
31
27.53
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3905
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
2.31
145.98
146.02
model-npz/NASNetMobile_optadam_s1000_e1_b16_lr00001_3036.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.01
70
4.79
31
27.43
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2105
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
4.43
141.79
141.82
model-npz/NASNetMobile_optadam_s1000_e1_b32_lr001_1242.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.16
77
4.53
31
27.44
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1146
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
4.35
139.21
139.24
model-npz/NASNetMobile_optadam_s1000_e1_b32_lr0001_1041.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.08
75
4.12
32
27.47
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_7763
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
4.37
139.84
139.87
model-npz/NASNetMobile_optadam_s1000_e1_b32_lr00001_7477.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.22
78
4.77
32
27.46
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_2974
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
8.81
140.98
141.01
model-npz/NASNetMobile_optadam_s1000_e1_b64_lr001_1290.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.4
99
4.83
33
27.75
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1797
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
9.13
146.1
146.13
model-npz/NASNetMobile_optadam_s1000_e1_b64_lr0001_1432.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
1.19
99
4.29
33
27.83
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_3065
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
8.65
138.56
138.6
model-npz/NASNetMobile_optadam_s1000_e1_b64_lr00001_1369.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
1.43
99
5.16
33
27.83
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3149
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.25
253.18
506.4
model-npz/NASNetMobile_optadam_s1000_e2_b1_lr001_5057.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
0.73
38
17.82
29
27.53
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_3197
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.25
252.17
504.38
model-npz/NASNetMobile_optadam_s1000_e2_b1_lr0001_2398.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.74
66
17.91
28
27.28
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1563
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.25
253.47
506.99
model-npz/NASNetMobile_optadam_s1000_e2_b1_lr00001_6354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.73
36
17.59
28
27.18
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1745
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.32
161.35
322.75
model-npz/NASNetMobile_optadam_s1000_e2_b2_lr001_2155.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
3
0.87
36
14.81
28
27.29
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1696
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.32
160.59
321.21
model-npz/NASNetMobile_optadam_s1000_e2_b2_lr0001_2007.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.91
69
15.24
28
27.28
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2252
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.32
162.05
324.14
model-npz/NASNetMobile_optadam_s1000_e2_b2_lr00001_1242.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.88
63
15.02
28
27.3
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_2580
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.44
111.22
222.48
model-npz/NASNetMobile_optadam_s1000_e2_b4_lr001_2000.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.19
58
12.75
29
27.3
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1449
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.45
113.4
226.84
model-npz/NASNetMobile_optadam_s1000_e2_b4_lr0001_2710.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.17
65
12.29
29
27.47
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2872
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.45
114.68
229.4
model-npz/NASNetMobile_optadam_s1000_e2_b4_lr00001_2067.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.16
70
12.23
29
27.47
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2191
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.72
90.61
181.26
model-npz/NASNetMobile_optadam_s1000_e2_b8_lr001_3865.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.43
73
9.18
31
27.84
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2702
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.71
89.88
179.81
model-npz/NASNetMobile_optadam_s1000_e2_b8_lr0001_3078.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.47
60
9.36
31
28.23
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1258
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.74
93.43
186.9
model-npz/NASNetMobile_optadam_s1000_e2_b8_lr00001_2239.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.38
71
8.93
37
33.08
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_8730
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
1.29
81.53
163.1
model-npz/NASNetMobile_optadam_s1000_e2_b16_lr001_2257.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.72
73
8.05
35
31.49
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_3334
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
1.27
80.51
161.07
model-npz/NASNetMobile_optadam_s1000_e2_b16_lr0001_2323.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.71
70
8.02
34
30.87
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1026
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
1.29
81.44
162.93
model-npz/NASNetMobile_optadam_s1000_e2_b16_lr00001_2608.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.69
71
7.94
34
30.91
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_3129
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
2.34
74.92
149.88
model-npz/NASNetMobile_optadam_s1000_e2_b32_lr001_1808.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.99
83
7.48
36
30.76
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1017
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
2.37
76.05
152.14
model-npz/NASNetMobile_optadam_s1000_e2_b32_lr0001_1238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.89
81
7.4
36
30.74
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1893
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
2.37
75.89
151.83
model-npz/NASNetMobile_optadam_s1000_e2_b32_lr00001_2902.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.85
84
7.28
35
30.65
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_2568
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
4.59
73.57
147.18
model-npz/NASNetMobile_optadam_s1000_e2_b64_lr001_2142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.25
99
7.63
36
30.7
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2113
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
4.66
74.61
149.26
model-npz/NASNetMobile_optadam_s1000_e2_b64_lr0001_1064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.08
99
7.1
36
30.89
NASNetMobile_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2147
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
4.71
75.51
151.07
model-npz/NASNetMobile_optadam_s1000_e2_b64_lr00001_1659.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.08
92
7.06
37
30.86