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
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_2717
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
2.66
18.65
37.34
model-npz/MobileNetV2_optadam_s100_e2_b16_lr00001_2459.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
1.85
79
6.93
32
30.41
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_2850
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
4.74
18.98
38
model-npz/MobileNetV2_optadam_s100_e2_b32_lr001_2193.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.81
77
6.09
32
30.65
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_6508
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
4.74
18.97
37.97
model-npz/MobileNetV2_optadam_s100_e2_b32_lr0001_1402.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
1.52
78
5.18
32
30.73
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2573
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
4.72
18.89
37.8
model-npz/MobileNetV2_optadam_s100_e2_b32_lr00001_3071.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
1.71
78
6.33
33
30.72
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_1394
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
9.89
19.8
39.65
model-npz/MobileNetV2_optadam_s100_e2_b64_lr001_1343.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.29
96
9.47
34
31.04
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2950
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
9.67
19.36
38.74
model-npz/MobileNetV2_optadam_s100_e2_b64_lr0001_6474.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
2.92
96
9.13
35
31.42
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2023
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
9.75
19.52
39.07
model-npz/MobileNetV2_optadam_s100_e2_b64_lr00001_1628.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.35
96
8.6
35
31.73
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_2847
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.12
11.94
59.75
model-npz/MobileNetV2_optadam_s100_e5_b1_lr001_2035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.4
72
10.37
32
31.13
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_5473
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.12
11.85
59.27
model-npz/MobileNetV2_optadam_s100_e5_b1_lr0001_2677.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.35
63
10.08
31
30.68
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_1803
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.12
12.02
60.15
model-npz/MobileNetV2_optadam_s100_e5_b1_lr00001_1713.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.31
61
9.83
31
30.27
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_2472
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.19
9.81
49.09
model-npz/MobileNetV2_optadam_s100_e5_b2_lr001_4498.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.28
69
7.83
31
30.03
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_4596
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.19
9.41
47.08
model-npz/MobileNetV2_optadam_s100_e5_b2_lr0001_1591.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.39
69
7.63
31
30.24
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_3354
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.19
9.63
48.2
model-npz/MobileNetV2_optadam_s100_e5_b2_lr00001_3934.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.37
72
8.09
31
30.93
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1731
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.33
8.37
41.92
model-npz/MobileNetV2_optadam_s100_e5_b4_lr001_8300.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
1.41
45
6.64
31
30.76
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_1793
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.34
8.46
42.36
model-npz/MobileNetV2_optadam_s100_e5_b4_lr0001_2862.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.28
59
5.64
31
30.63
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_3852
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.34
8.59
42.98
model-npz/MobileNetV2_optadam_s100_e5_b4_lr00001_2186.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.38
70
6.57
31
30.46
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_3219
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.61
7.97
39.9
model-npz/MobileNetV2_optadam_s100_e5_b8_lr001_1254.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.76
78
6.86
32
30.23
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_3372
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.62
8.12
40.64
model-npz/MobileNetV2_optadam_s100_e5_b8_lr0001_8091.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.58
72
6.14
32
30.63
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_2220
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.62
8.07
40.4
model-npz/MobileNetV2_optadam_s100_e5_b8_lr00001_1435.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.63
78
5.84
33
30.99
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1134
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
1.14
8.01
40.11
model-npz/MobileNetV2_optadam_s100_e5_b16_lr001_2287.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.73
78
6.28
33
31.13
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2741
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
1.13
7.92
39.64
model-npz/MobileNetV2_optadam_s100_e5_b16_lr0001_3959.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.91
72
6.4
33
31.18
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_2507
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
1.1
7.7
38.53
model-npz/MobileNetV2_optadam_s100_e5_b16_lr00001_1525.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.91
76
6.72
33
31.21
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_2098
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
1.99
7.96
39.86
model-npz/MobileNetV2_optadam_s100_e5_b32_lr001_1654.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
1.87
77
6.82
34
31.2
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1741
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
1.95
7.8
39.06
model-npz/MobileNetV2_optadam_s100_e5_b32_lr0001_7725.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
1.93
79
6.21
34
31.3
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_2246
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
1.95
7.8
39.03
model-npz/MobileNetV2_optadam_s100_e5_b32_lr00001_3324.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
1.97
82
6.77
34
31.25
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_1979
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
3.96
7.92
39.65
model-npz/MobileNetV2_optadam_s100_e5_b64_lr001_8217.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
3.49
93
11.55
35
31.7
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_1730
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
3.94
7.89
39.48
model-npz/MobileNetV2_optadam_s100_e5_b64_lr0001_2874.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
3.3
93
11.11
35
32.06
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_1179
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
4.02
8.05
40.3
model-npz/MobileNetV2_optadam_s100_e5_b64_lr00001_2563.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
3.55
96
10.5
35
32.36
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_1298
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.08
8.5
85.11
model-npz/MobileNetV2_optadam_s100_e10_b1_lr001_1651.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
1.69
35
13.73
33
31.44
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_3170
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.08
8.32
83.29
model-npz/MobileNetV2_optadam_s100_e10_b1_lr0001_3329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
1.69
33
13.87
31
30.96
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_1939
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.08
8.34
83.51
model-npz/MobileNetV2_optadam_s100_e10_b1_lr00001_1021.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.91
61
14.6
31
30.57
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_3304
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.12
6.21
62.19
model-npz/MobileNetV2_optadam_s100_e10_b2_lr001_2889.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.84
68
11.62
31
30.43
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_9133
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.12
6
60.08
model-npz/MobileNetV2_optadam_s100_e10_b2_lr0001_1674.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
1.88
40
11.85
31
30.62
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_6850
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.12
6.03
60.41
model-npz/MobileNetV2_optadam_s100_e10_b2_lr00001_4840.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.85
68
11.44
31
30.41
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1684
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.19
4.78
47.9
model-npz/MobileNetV2_optadam_s100_e10_b4_lr001_1272.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
2.08
58
9.59
32
30.7
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_2155
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.19
4.83
48.37
model-npz/MobileNetV2_optadam_s100_e10_b4_lr0001_2319.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.15
71
9.44
32
31.2
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1379
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.19
4.82
48.24
model-npz/MobileNetV2_optadam_s100_e10_b4_lr00001_1968.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.09
60
9.16
33
31.28
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2068
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.34
4.41
44.11
model-npz/MobileNetV2_optadam_s100_e10_b8_lr001_3002.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.62
72
9.27
33
31.33
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1041
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.33
4.34
43.47
model-npz/MobileNetV2_optadam_s100_e10_b8_lr0001_1462.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.54
72
8.99
33
31.35
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_7819
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.33
4.35
43.53
model-npz/MobileNetV2_optadam_s100_e10_b8_lr00001_1834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.39
69
8.53
33
31.39
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1608
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.59
4.17
41.76
model-npz/MobileNetV2_optadam_s100_e10_b16_lr001_1070.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.99
78
9.41
34
31.6
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1211
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.59
4.18
41.86
model-npz/MobileNetV2_optadam_s100_e10_b16_lr0001_1943.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.85
76
8.49
34
31.82
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_2276
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.59
4.12
41.25
model-npz/MobileNetV2_optadam_s100_e10_b16_lr00001_1475.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
3.11
76
9.9
34
31.78
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2901
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
1.02
4.11
41.18
model-npz/MobileNetV2_optadam_s100_e10_b32_lr001_1389.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
2.74
77
8
35
32
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2335
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
1.09
4.37
43.82
model-npz/MobileNetV2_optadam_s100_e10_b32_lr0001_5421.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
2.96
85
8.71
35
32.01
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2353
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
1
4.03
40.38
model-npz/MobileNetV2_optadam_s100_e10_b32_lr00001_2056.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
3.46
79
10.6
35
32.25
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_1307
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
2.09
4.18
41.86
model-npz/MobileNetV2_optadam_s100_e10_b64_lr001_1351.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
3.92
91
11.8
36
32.35
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1911
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
2.08
4.17
41.71
model-npz/MobileNetV2_optadam_s100_e10_b64_lr0001_1749.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
3.61
91
10.55
36
32.74
MobileNetV2_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2143
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
2.04
4.09
40.95
model-npz/MobileNetV2_optadam_s100_e10_b64_lr00001_1276.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
4.34
95
12.75
36
33
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_3167
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.08
83.91
83.93
model-npz/MobileNetV2_optadam_s1000_e1_b1_lr001_1586.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
1.76
29
14.09
34
32.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_2819
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.08
84.32
84.34
model-npz/MobileNetV2_optadam_s1000_e1_b1_lr0001_2152.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
1.71
29
13.94
32
31.01
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2641
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.08
84.75
84.77
model-npz/MobileNetV2_optadam_s1000_e1_b1_lr00001_1737.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
1.68
29
13.79
31
30.85
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1010
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.12
59.81
59.83
model-npz/MobileNetV2_optadam_s1000_e1_b2_lr001_3248.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.84
72
11.81
31
30.47
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1369
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.12
59.42
59.45
model-npz/MobileNetV2_optadam_s1000_e1_b2_lr0001_5497.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.84
67
11.8
31
30.61
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_6045
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.12
60.44
60.48
model-npz/MobileNetV2_optadam_s1000_e1_b2_lr00001_3306.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
1.84
47
11.32
31
30.41
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_3223
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.19
48.29
48.31
model-npz/MobileNetV2_optadam_s1000_e1_b4_lr001_1571.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.95
59
8.81
32
30.69
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_5911
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.19
47.55
47.57
model-npz/MobileNetV2_optadam_s1000_e1_b4_lr0001_7945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.04
48
9.01
32
31.18
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2055
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.19
47.83
47.86
model-npz/MobileNetV2_optadam_s1000_e1_b4_lr00001_2466.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
2.05
38
8.83
33
31.26
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_1481
1,000
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
0.33
41.78
41.81
model-npz/MobileNetV2_optadam_s1000_e1_b8_lr001_5746.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.42
66
8.37
33
31.29
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2896
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
0.33
41.61
41.63
model-npz/MobileNetV2_optadam_s1000_e1_b8_lr0001_1731.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.23
51
8.13
33
31.31
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3209
1,000
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
0.34
42.94
42.97
model-npz/MobileNetV2_optadam_s1000_e1_b8_lr00001_1459.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.4
53
8.08
33
31.29
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2324
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
0.66
41.62
41.66
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr001_2975.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.74
74
8.71
34
31.35
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3996
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
0.65
41.04
41.06
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr0001_1941.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.83
78
8.97
34
31.41
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1499
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
0.64
40.56
40.58
model-npz/MobileNetV2_optadam_s1000_e1_b16_lr00001_9930.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.53
75
8.15
34
31.45
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2728
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
1.27
40.58
40.62
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr001_2315.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.8
84
8.52
35
31.67
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1016
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
1.25
40.11
40.14
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr0001_2180.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.74
84
7.91
35
31.89
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1152
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
1.26
40.24
40.28
model-npz/MobileNetV2_optadam_s1000_e1_b32_lr00001_2450.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.94
84
8.72
35
32.13
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_2044
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
2.59
41.51
41.53
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr001_1069.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
3.97
93
11.87
36
32.34
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_8959
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
2.54
40.75
40.78
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr0001_2825.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
4.13
95
11.55
37
32.76
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2561
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
2.59
41.51
41.53
model-npz/MobileNetV2_optadam_s1000_e1_b64_lr00001_1927.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
4.2
98
12.95
36
32.99
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3041
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.07
68.4
136.84
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr001_2500.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.13
57
17.31
34
31.7
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_3100
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.06
65.39
130.82
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr0001_9299.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.23
71
18.48
31
30.89
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2411
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.07
66.78
133.6
model-npz/MobileNetV2_optadam_s1000_e2_b1_lr00001_1619.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.2
71
17.94
31
30.72
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1523
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.08
41.82
83.67
model-npz/MobileNetV2_optadam_s1000_e2_b2_lr001_6544.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
2.65
68
16.71
31
30.57
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2120
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.08
42.44
84.9
model-npz/MobileNetV2_optadam_s1000_e2_b2_lr0001_1740.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.53
64
15.96
31
30.68
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1252
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.08
41.61
83.25
model-npz/MobileNetV2_optadam_s1000_e2_b2_lr00001_1310.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
2.56
47
16.41
31
30.66
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_4850
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.12
30.24
60.51
model-npz/MobileNetV2_optadam_s1000_e2_b4_lr001_3154.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3
72
13.24
33
31.35
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_3379
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.12
30.54
61.1
model-npz/MobileNetV2_optadam_s1000_e2_b4_lr0001_1918.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3.04
72
13.33
33
31.81
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2366
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.12
29.88
59.78
model-npz/MobileNetV2_optadam_s1000_e2_b4_lr00001_1340.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.16
66
13.6
34
32.19
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2815
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.19
24.48
48.99
model-npz/MobileNetV2_optadam_s1000_e2_b8_lr001_1463.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
3.6
73
12.31
34
32.28
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_7626
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.2
24.63
49.3
model-npz/MobileNetV2_optadam_s1000_e2_b8_lr0001_2959.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.65
65
12.09
34
32.32
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1949
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.19
23.75
47.53
model-npz/MobileNetV2_optadam_s1000_e2_b8_lr00001_2731.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
3.59
64
12.1
34
32.32
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1775
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.36
22.78
45.59
model-npz/MobileNetV2_optadam_s1000_e2_b16_lr001_2415.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.43
81
12.95
35
32.47
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2071
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.36
22.68
45.41
model-npz/MobileNetV2_optadam_s1000_e2_b16_lr0001_2937.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.45
80
13.71
35
32.48
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3074
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.36
22.58
45.2
model-npz/MobileNetV2_optadam_s1000_e2_b16_lr00001_2375.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
4.49
73
13.63
35
32.63
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_2588
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
0.69
22.04
44.11
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr001_2401.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
4.7
87
13.34
36
32.62
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_2332
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
0.69
22.05
44.14
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr0001_1142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
4.43
80
11.69
36
32.63
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_6367
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
0.67
21.51
43.04
model-npz/MobileNetV2_optadam_s1000_e2_b32_lr00001_1308.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.76
83
12.43
36
32.73
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_2103
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
1.37
22.01
44.06
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr001_2010.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
5.9
92
15.73
37
33.33
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2640
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
1.38
22.11
44.25
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr0001_1531.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
5.5
96
14.75
37
33.61
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1300
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
1.39
22.21
44.45
model-npz/MobileNetV2_optadam_s1000_e2_b64_lr00001_3158.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
6
91
16.76
38
33.61
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2851
1,000
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.05
56.44
282.26
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr001_1418.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.59
70
21.76
35
31.62
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_2264
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.05
55.18
275.95
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr0001_2469.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.63
62
22.25
31
30.89
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1387
1,000
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.05
56.25
281.3
model-npz/MobileNetV2_optadam_s1000_e5_b1_lr00001_3104.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.57
70
21.75
31
30.86
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_1395
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.06
32.19
161.01
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr001_1832.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.45
62
22.27
32
30.77
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1141
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.06
31.46
157.34
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr0001_1227.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3.47
69
22.53
32
31.01
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1417
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.06
31.61
158.11
model-npz/MobileNetV2_optadam_s1000_e5_b2_lr00001_2112.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.49
66
22.41
32
31.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_3024
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.08
19.54
97.74
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr001_3092.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
4.76
60
20.39
34
32.17
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_2489
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.08
19.73
98.73
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr0001_3687.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.64
63
20.16
35
33.14
MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_7944
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.08
19.66
98.35
model-npz/MobileNetV2_optadam_s1000_e5_b4_lr00001_2394.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.69
63
20.34
35
33.44