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
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr01_2743
1,000
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.08
2.53
25.33
model-npz/MobileNet_optsgd_s1000_e10_b32_lr001_2073.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
17.27
100
36.8
55
49.33
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr001_1124
1,000
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.08
2.54
25.5
model-npz/MobileNet_optsgd_s1000_e10_b32_lr0001_3361.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
17.25
100
35.49
56
50.44
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_1413
1,000
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.08
2.53
25.31
model-npz/MobileNet_optsgd_s1000_e10_b32_lr00001_6839.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
17.77
100
36.59
56
49.94
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr01_7329
1,000
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
0.16
2.56
25.71
model-npz/MobileNet_optsgd_s1000_e10_b64_lr001_1547.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
20.06
100
40.33
56
50.86
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr001_1695
1,000
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
0.16
2.59
25.97
model-npz/MobileNet_optsgd_s1000_e10_b64_lr0001_5591.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
18.4
100
36.57
56
50.12
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_1196
1,000
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
0.16
2.55
25.52
model-npz/MobileNet_optsgd_s1000_e10_b64_lr00001_3167.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
19.37
100
40.29
57
50.97
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e1_b1_lr01_1868
1
240
240
3
10
adam
1
1
0.01
2.15.1
12.2
65.71
65.73
65.76
model-npz/EfficientNetB1_optadam_s1_e1_b1_lr001_2802.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
1
0.01
9
0.09
28
27.43
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e1_b1_lr001_1806
1
240
240
3
10
adam
1
1
0.001
2.15.1
12.2
65.71
65.74
65.77
model-npz/EfficientNetB1_optadam_s1_e1_b1_lr0001_1385.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
0
0
1
0.01
30
28.99
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e1_b1_lr0001_1371
1
240
240
3
10
adam
1
1
0.0001
2.15.1
12.2
65.77
65.79
65.82
model-npz/EfficientNetB1_optadam_s1_e1_b1_lr00001_2261.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
0
0
2
0.01
30
29.44
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e2_b1_lr01_3331
1
240
240
3
10
adam
2
1
0.01
2.15.1
12.2
32.37
32.39
64.81
model-npz/EfficientNetB1_optadam_s1_e2_b1_lr001_9867.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
1
0.02
9
0.16
31
29.2
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e2_b1_lr001_1103
1
240
240
3
10
adam
2
1
0.001
2.15.1
12.2
32.72
32.74
65.51
model-npz/EfficientNetB1_optadam_s1_e2_b1_lr0001_1827.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
0
0
0
0
31
29.97
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e2_b1_lr0001_6643
1
240
240
3
10
adam
2
1
0.0001
2.15.1
12.2
32.79
32.81
65.65
model-npz/EfficientNetB1_optadam_s1_e2_b1_lr00001_6925.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
0
0
4
0.03
31
30.01
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e5_b1_lr01_2886
1
240
240
3
10
adam
5
1
0.01
2.15.1
12.2
13.29
13.3
66.54
model-npz/EfficientNetB1_optadam_s1_e5_b1_lr001_1971.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
2
0.02
9
0.12
31
29.99
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e5_b1_lr001_2495
1
240
240
3
10
adam
5
1
0.001
2.15.1
12.2
13.26
13.28
66.42
model-npz/EfficientNetB1_optadam_s1_e5_b1_lr0001_3382.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
2
0.03
10
0.19
31
29.99
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e5_b1_lr0001_1759
1
240
240
3
10
adam
5
1
0.0001
2.15.1
12.2
13.21
13.22
66.17
model-npz/EfficientNetB1_optadam_s1_e5_b1_lr00001_1389.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
2
0.03
19
0.19
31
29.44
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e10_b1_lr01_2660
1
240
240
3
10
adam
10
1
0.01
2.15.1
12.2
6.7
6.71
67.12
model-npz/EfficientNetB1_optadam_s1_e10_b1_lr001_3260.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.04
26
0.27
31
29.99
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e10_b1_lr001_2860
1
240
240
3
10
adam
10
1
0.001
2.15.1
12.2
6.53
6.54
65.47
model-npz/EfficientNetB1_optadam_s1_e10_b1_lr0001_1928.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.05
20
0.28
31
30.03
EfficientNetB1_architecture_optadam_s1_ipd240x240x3_opd10_e10_b1_lr0001_3754
1
240
240
3
10
adam
10
1
0.0001
2.15.1
12.2
6.68
6.69
67.01
model-npz/EfficientNetB1_optadam_s1_e10_b1_lr00001_2656.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.03
19
0.22
31
29.97
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b1_lr01_1857
10
240
240
3
10
adam
1
1
0.01
2.15.1
12.2
6.71
67.17
67.2
model-npz/EfficientNetB1_optadam_s10_e1_b1_lr001_1160.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
2
0.03
16
0.23
31
30.01
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b1_lr001_1889
10
240
240
3
10
adam
1
1
0.001
2.15.1
12.2
6.69
66.93
66.97
model-npz/EfficientNetB1_optadam_s10_e1_b1_lr0001_3371.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.03
21
0.2
31
30
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b1_lr0001_1698
10
240
240
3
10
adam
1
1
0.0001
2.15.1
12.2
6.65
66.52
66.57
model-npz/EfficientNetB1_optadam_s10_e1_b1_lr00001_1401.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.03
27
0.19
31
29.83
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b2_lr01_2511
10
240
240
3
10
adam
1
2
0.01
2.15.1
12.2
13.22
66.13
66.16
model-npz/EfficientNetB1_optadam_s10_e1_b2_lr001_1446.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.05
27
0.25
31
29.22
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b2_lr001_1249
10
240
240
3
10
adam
1
2
0.001
2.15.1
12.2
13.4
67.03
67.07
model-npz/EfficientNetB1_optadam_s10_e1_b2_lr0001_1157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
1
0.01
11
0.13
31
29.97
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b2_lr0001_9208
10
240
240
3
10
adam
1
2
0.0001
2.15.1
12.2
13.22
66.15
66.18
model-npz/EfficientNetB1_optadam_s10_e1_b2_lr00001_2305.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.02
20
0.16
31
30
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b4_lr01_2500
10
240
240
3
10
adam
1
4
0.01
2.15.1
12.2
22.55
67.68
67.71
model-npz/EfficientNetB1_optadam_s10_e1_b4_lr001_3058.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.03
10
0.19
31
29.99
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b4_lr001_2846
10
240
240
3
10
adam
1
4
0.001
2.15.1
12.2
22.35
67.09
67.12
model-npz/EfficientNetB1_optadam_s10_e1_b4_lr0001_5616.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.03
19
0.13
31
29.99
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b4_lr0001_2114
10
240
240
3
10
adam
1
4
0.0001
2.15.1
12.2
22.18
66.56
66.6
model-npz/EfficientNetB1_optadam_s10_e1_b4_lr00001_9205.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.02
11
0.09
31
30
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b8_lr01_2252
10
240
240
3
10
adam
1
8
0.01
2.15.1
12.2
33.33
66.69
66.72
model-npz/EfficientNetB1_optadam_s10_e1_b8_lr001_2364.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.03
23
0.19
31
29.97
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b8_lr001_1030
10
240
240
3
10
adam
1
8
0.001
2.15.1
12.2
33.27
66.58
66.61
model-npz/EfficientNetB1_optadam_s10_e1_b8_lr0001_2026.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.05
15
0.22
31
29.71
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e1_b8_lr0001_2156
10
240
240
3
10
adam
1
8
0.0001
2.15.1
12.2
33.03
66.09
66.12
model-npz/EfficientNetB1_optadam_s10_e1_b8_lr00001_2687.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
1
0.01
1
0.03
31
29.96
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b1_lr01_3341
10
240
240
3
10
adam
2
1
0.01
2.15.1
12.2
3.39
33.98
67.99
model-npz/EfficientNetB1_optadam_s10_e2_b1_lr001_2442.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.06
31
0.48
31
30
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b1_lr001_8222
10
240
240
3
10
adam
2
1
0.001
2.15.1
12.2
3.35
33.59
67.21
model-npz/EfficientNetB1_optadam_s10_e2_b1_lr0001_2559.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.08
31
0.53
31
30.01
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b1_lr0001_2590
10
240
240
3
10
adam
2
1
0.0001
2.15.1
12.2
3.34
33.42
66.88
model-npz/EfficientNetB1_optadam_s10_e2_b1_lr00001_1702.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
0.07
23
0.5
31
30.02
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b2_lr01_3354
10
240
240
3
10
adam
2
2
0.01
2.15.1
12.2
6.55
32.79
65.63
model-npz/EfficientNetB1_optadam_s10_e2_b2_lr001_2796.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.07
25
0.34
31
30.03
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b2_lr001_1005
10
240
240
3
10
adam
2
2
0.001
2.15.1
12.2
6.58
32.94
65.93
model-npz/EfficientNetB1_optadam_s10_e2_b2_lr0001_2434.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.06
36
0.32
31
30
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b2_lr0001_3758
10
240
240
3
10
adam
2
2
0.0001
2.15.1
12.2
6.66
33.31
66.65
model-npz/EfficientNetB1_optadam_s10_e2_b2_lr00001_3130.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.06
28
0.38
31
29.86
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b4_lr01_1947
10
240
240
3
10
adam
2
4
0.01
2.15.1
12.2
11.11
33.34
66.72
model-npz/EfficientNetB1_optadam_s10_e2_b4_lr001_2488.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.05
32
0.29
31
29.99
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b4_lr001_4319
10
240
240
3
10
adam
2
4
0.001
2.15.1
12.2
11.2
33.63
67.29
model-npz/EfficientNetB1_optadam_s10_e2_b4_lr0001_2735.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.04
32
0.24
31
30.03
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b4_lr0001_7412
10
240
240
3
10
adam
2
4
0.0001
2.15.1
12.2
11.29
33.89
67.82
model-npz/EfficientNetB1_optadam_s10_e2_b4_lr00001_2110.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.09
35
0.41
31
29.98
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b8_lr01_1717
10
240
240
3
10
adam
2
8
0.01
2.15.1
12.2
16.8
33.62
67.29
model-npz/EfficientNetB1_optadam_s10_e2_b8_lr001_3337.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.1
43
0.32
31
30.02
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b8_lr001_3384
10
240
240
3
10
adam
2
8
0.001
2.15.1
12.2
16.53
33.07
66.18
model-npz/EfficientNetB1_optadam_s10_e2_b8_lr0001_3159.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.08
30
0.38
31
30.01
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e2_b8_lr0001_4047
10
240
240
3
10
adam
2
8
0.0001
2.15.1
12.2
16.81
33.65
67.33
model-npz/EfficientNetB1_optadam_s10_e2_b8_lr00001_1427.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
0.09
40
0.3
31
29.99
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b1_lr01_2991
10
240
240
3
10
adam
5
1
0.01
2.15.1
12.2
1.37
13.75
68.79
model-npz/EfficientNetB1_optadam_s10_e5_b1_lr001_8442.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.13
31
0.97
31
30.01
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b1_lr001_8193
10
240
240
3
10
adam
5
1
0.001
2.15.1
12.2
1.39
13.92
69.65
model-npz/EfficientNetB1_optadam_s10_e5_b1_lr0001_2526.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.14
32
1.09
31
29.99
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b1_lr0001_2742
10
240
240
3
10
adam
5
1
0.0001
2.15.1
12.2
1.39
13.89
69.49
model-npz/EfficientNetB1_optadam_s10_e5_b1_lr00001_2620.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.14
31
1.09
31
30.01
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b2_lr01_2373
10
240
240
3
10
adam
5
2
0.01
2.15.1
12.2
2.69
13.47
67.42
model-npz/EfficientNetB1_optadam_s10_e5_b2_lr001_1163.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.15
46
0.74
31
30.04
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b2_lr001_2111
10
240
240
3
10
adam
5
2
0.001
2.15.1
12.2
2.69
13.48
67.45
model-npz/EfficientNetB1_optadam_s10_e5_b2_lr0001_3183.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.11
26
0.69
31
29.9
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b2_lr0001_1190
10
240
240
3
10
adam
5
2
0.0001
2.15.1
12.2
2.7
13.5
67.53
model-npz/EfficientNetB1_optadam_s10_e5_b2_lr00001_1085.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.13
36
0.75
31
29.98
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b4_lr01_9127
10
240
240
3
10
adam
5
4
0.01
2.15.1
12.2
4.55
13.65
68.31
model-npz/EfficientNetB1_optadam_s10_e5_b4_lr001_8048.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
8
0.15
33
0.66
31
30
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b4_lr001_1054
10
240
240
3
10
adam
5
4
0.001
2.15.1
12.2
4.55
13.66
68.35
model-npz/EfficientNetB1_optadam_s10_e5_b4_lr0001_1960.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.17
33
0.68
31
29.96
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b4_lr0001_1353
10
240
240
3
10
adam
5
4
0.0001
2.15.1
12.2
4.53
13.61
68.09
model-npz/EfficientNetB1_optadam_s10_e5_b4_lr00001_2940.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.16
29
0.71
31
30
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b8_lr01_2437
10
240
240
3
10
adam
5
8
0.01
2.15.1
12.2
6.77
13.55
67.8
model-npz/EfficientNetB1_optadam_s10_e5_b8_lr001_1996.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.17
41
0.54
31
30.02
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b8_lr001_1979
10
240
240
3
10
adam
5
8
0.001
2.15.1
12.2
6.71
13.44
67.27
model-npz/EfficientNetB1_optadam_s10_e5_b8_lr0001_1385.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.1
34
0.41
31
30.02
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e5_b8_lr0001_1035
10
240
240
3
10
adam
5
8
0.0001
2.15.1
12.2
6.92
13.84
69.27
model-npz/EfficientNetB1_optadam_s10_e5_b8_lr00001_1065.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.14
41
0.47
31
30.03
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b1_lr01_9328
10
240
240
3
10
adam
10
1
0.01
2.15.1
12.2
0.73
7.37
73.82
model-npz/EfficientNetB1_optadam_s10_e10_b1_lr001_2591.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.29
34
2.15
31
30.03
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b1_lr001_2275
10
240
240
3
10
adam
10
1
0.001
2.15.1
12.2
0.7
7.08
70.85
model-npz/EfficientNetB1_optadam_s10_e10_b1_lr0001_1902.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.29
41
2.16
31
30.05
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b1_lr0001_1977
10
240
240
3
10
adam
10
1
0.0001
2.15.1
12.2
0.73
7.32
73.29
model-npz/EfficientNetB1_optadam_s10_e10_b1_lr00001_1283.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.28
28
2.1
31
30.02
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b2_lr01_2291
10
240
240
3
10
adam
10
2
0.01
2.15.1
12.2
1.39
6.96
69.62
model-npz/EfficientNetB1_optadam_s10_e10_b2_lr001_3039.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.26
38
1.43
31
30.07
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b2_lr001_2855
10
240
240
3
10
adam
10
2
0.001
2.15.1
12.2
1.36
6.83
68.39
model-npz/EfficientNetB1_optadam_s10_e10_b2_lr0001_6183.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
8
0.27
40
1.44
31
30.01
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b2_lr0001_8026
10
240
240
3
10
adam
10
2
0.0001
2.15.1
12.2
1.38
6.91
69.17
model-npz/EfficientNetB1_optadam_s10_e10_b2_lr00001_2720.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.26
32
1.45
31
30
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b4_lr01_1552
10
240
240
3
10
adam
10
4
0.01
2.15.1
12.2
2.3
6.91
69.19
model-npz/EfficientNetB1_optadam_s10_e10_b4_lr001_1804.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.27
38
1.14
31
30.04
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b4_lr001_3154
10
240
240
3
10
adam
10
4
0.001
2.15.1
12.2
2.32
6.98
69.84
model-npz/EfficientNetB1_optadam_s10_e10_b4_lr0001_3033.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.29
34
1.14
31
30.05
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b4_lr0001_2058
10
240
240
3
10
adam
10
4
0.0001
2.15.1
12.2
2.31
6.95
69.56
model-npz/EfficientNetB1_optadam_s10_e10_b4_lr00001_4540.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.32
36
1.34
31
30.06
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b8_lr01_2952
10
240
240
3
10
adam
10
8
0.01
2.15.1
12.2
3.38
6.76
67.69
model-npz/EfficientNetB1_optadam_s10_e10_b8_lr001_1463.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.32
41
1.04
31
30.04
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b8_lr001_3330
10
240
240
3
10
adam
10
8
0.001
2.15.1
12.2
3.42
6.85
68.52
model-npz/EfficientNetB1_optadam_s10_e10_b8_lr0001_2115.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.3
42
0.99
31
30.01
EfficientNetB1_architecture_optadam_s10_ipd240x240x3_opd10_e10_b8_lr0001_3110
10
240
240
3
10
adam
10
8
0.0001
2.15.1
12.2
3.42
6.84
68.52
model-npz/EfficientNetB1_optadam_s10_e10_b8_lr00001_1442.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.28
41
0.94
31
30.02
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b1_lr01_8996
100
240
240
3
10
adam
1
1
0.01
2.15.1
12.2
0.72
72.04
72.07
model-npz/EfficientNetB1_optadam_s100_e1_b1_lr001_2441.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.29
38
2.17
31
30.03
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b1_lr001_3735
100
240
240
3
10
adam
1
1
0.001
2.15.1
12.2
0.73
73
73.04
model-npz/EfficientNetB1_optadam_s100_e1_b1_lr0001_2881.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.29
37
2.15
31
29.99
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b1_lr0001_5739
100
240
240
3
10
adam
1
1
0.0001
2.15.1
12.2
0.71
71.45
71.48
model-npz/EfficientNetB1_optadam_s100_e1_b1_lr00001_3170.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.27
40
2.13
31
30.03
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b2_lr01_6368
100
240
240
3
10
adam
1
2
0.01
2.15.1
12.2
1.41
70.43
70.46
model-npz/EfficientNetB1_optadam_s100_e1_b2_lr001_3173.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.25
30
1.44
33
31.73
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b2_lr001_2390
100
240
240
3
10
adam
1
2
0.001
2.15.1
12.2
1.38
69.37
69.4
model-npz/EfficientNetB1_optadam_s100_e1_b2_lr0001_4264.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.29
44
1.36
32
30.81
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b2_lr0001_7735
100
240
240
3
10
adam
1
2
0.0001
2.15.1
12.2
1.38
69.13
69.17
model-npz/EfficientNetB1_optadam_s100_e1_b2_lr00001_3288.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
0.24
48
1.18
32
30.16
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b4_lr01_1360
100
240
240
3
10
adam
1
4
0.01
2.15.1
12.2
2.7
67.47
67.51
model-npz/EfficientNetB1_optadam_s100_e1_b4_lr001_3390.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.28
44
0.94
32
30.12
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b4_lr001_2370
100
240
240
3
10
adam
1
4
0.001
2.15.1
12.2
2.67
66.93
66.97
model-npz/EfficientNetB1_optadam_s100_e1_b4_lr0001_1570.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.3
41
1.12
32
30.08
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b4_lr0001_1649
100
240
240
3
10
adam
1
4
0.0001
2.15.1
12.2
2.73
68.43
68.47
model-npz/EfficientNetB1_optadam_s100_e1_b4_lr00001_2037.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.27
50
0.9
32
30.1
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b8_lr01_1150
100
240
240
3
10
adam
1
8
0.01
2.15.1
12.2
5.21
67.76
67.8
model-npz/EfficientNetB1_optadam_s100_e1_b8_lr001_3075.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.31
46
0.78
32
30.1
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b8_lr001_2049
100
240
240
3
10
adam
1
8
0.001
2.15.1
12.2
5.27
68.58
68.62
model-npz/EfficientNetB1_optadam_s100_e1_b8_lr0001_3202.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
0.34
49
0.88
32
30.12
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b8_lr0001_1220
100
240
240
3
10
adam
1
8
0.0001
2.15.1
12.2
5.24
68.15
68.18
model-npz/EfficientNetB1_optadam_s100_e1_b8_lr00001_3324.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
0.36
47
0.95
32
30.1
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b16_lr01_7654
100
240
240
3
10
adam
1
16
0.01
2.15.1
12.2
9.6
67.23
67.27
model-npz/EfficientNetB1_optadam_s100_e1_b16_lr001_1732.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.25
42
0.65
32
30.1
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b16_lr001_1717
100
240
240
3
10
adam
1
16
0.001
2.15.1
12.2
9.69
67.84
67.88
model-npz/EfficientNetB1_optadam_s100_e1_b16_lr0001_1567.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
0.29
68
0.56
33
30.05
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b16_lr0001_7840
100
240
240
3
10
adam
1
16
0.0001
2.15.1
12.2
9.67
67.7
67.75
model-npz/EfficientNetB1_optadam_s100_e1_b16_lr00001_2784.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
0.28
70
0.55
32
30.08
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b32_lr01_1900
100
240
240
3
10
adam
1
32
0.01
2.15.1
12.2
16.68
66.74
66.77
model-npz/EfficientNetB1_optadam_s100_e1_b32_lr001_2940.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.3
34
0.86
31
30.04
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b32_lr001_1492
100
240
240
3
10
adam
1
32
0.001
2.15.1
12.2
16.91
67.67
67.71
model-npz/EfficientNetB1_optadam_s100_e1_b32_lr0001_2940.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
0.45
81
0.91
31
30.01
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b32_lr0001_2794
100
240
240
3
10
adam
1
32
0.0001
2.15.1
12.2
17.19
68.78
68.82
model-npz/EfficientNetB1_optadam_s100_e1_b32_lr00001_2981.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.24
34
0.66
31
30.05
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b64_lr01_9246
100
240
240
3
10
adam
1
64
0.01
2.15.1
12.2
33.35
66.73
66.76
model-npz/EfficientNetB1_optadam_s100_e1_b64_lr001_2804.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
0.4
71
0.78
31
30.03
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b64_lr001_3264
100
240
240
3
10
adam
1
64
0.001
2.15.1
12.2
33.63
67.3
67.33
model-npz/EfficientNetB1_optadam_s100_e1_b64_lr0001_1542.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
0.49
49
1.06
32
30.04
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e1_b64_lr0001_3481
100
240
240
3
10
adam
1
64
0.0001
2.15.1
12.2
33.41
66.85
66.88
model-npz/EfficientNetB1_optadam_s100_e1_b64_lr00001_2988.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.37
58
0.92
31
30.05
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b1_lr01_8312
100
240
240
3
10
adam
2
1
0.01
2.15.1
12.2
0.39
39.26
78.57
model-npz/EfficientNetB1_optadam_s100_e2_b1_lr001_3161.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.52
40
3.99
31
30.03
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b1_lr001_1335
100
240
240
3
10
adam
2
1
0.001
2.15.1
12.2
0.4
40.12
80.27
model-npz/EfficientNetB1_optadam_s100_e2_b1_lr0001_2260.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.51
37
3.91
33
31.52
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b1_lr0001_2615
100
240
240
3
10
adam
2
1
0.0001
2.15.1
12.2
0.39
39.72
79.48
model-npz/EfficientNetB1_optadam_s100_e2_b1_lr00001_1244.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.54
38
4.02
32
30.54
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b2_lr01_1174
100
240
240
3
10
adam
2
2
0.01
2.15.1
12.2
0.73
36.5
73.05
model-npz/EfficientNetB1_optadam_s100_e2_b2_lr001_2029.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.51
43
2.73
33
31.72
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b2_lr001_9894
100
240
240
3
10
adam
2
2
0.001
2.15.1
12.2
0.73
36.81
73.67
model-npz/EfficientNetB1_optadam_s100_e2_b2_lr0001_1926.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.46
35
2.35
34
32.44
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b2_lr0001_1140
100
240
240
3
10
adam
2
2
0.0001
2.15.1
12.2
0.73
36.4
72.85
model-npz/EfficientNetB1_optadam_s100_e2_b2_lr00001_2880.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.51
45
2.58
33
31.34
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b4_lr01_2022
100
240
240
3
10
adam
2
4
0.01
2.15.1
12.2
1.39
34.88
69.8
model-npz/EfficientNetB1_optadam_s100_e2_b4_lr001_2674.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.58
53
1.84
33
30.55
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b4_lr001_1335
100
240
240
3
10
adam
2
4
0.001
2.15.1
12.2
1.38
34.64
69.33
model-npz/EfficientNetB1_optadam_s100_e2_b4_lr0001_1017.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.55
49
1.77
33
30.36
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b4_lr0001_5511
100
240
240
3
10
adam
2
4
0.0001
2.15.1
12.2
1.38
34.56
69.17
model-npz/EfficientNetB1_optadam_s100_e2_b4_lr00001_8188.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.56
49
1.69
33
30.24
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b8_lr01_7936
100
240
240
3
10
adam
2
8
0.01
2.15.1
12.2
2.62
34.11
68.26
model-npz/EfficientNetB1_optadam_s100_e2_b8_lr001_2239.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
0.55
49
1.4
33
30.41
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b8_lr001_1325
100
240
240
3
10
adam
2
8
0.001
2.15.1
12.2
2.68
34.93
69.91
model-npz/EfficientNetB1_optadam_s100_e2_b8_lr0001_2322.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.58
42
1.49
33
30.46
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b8_lr0001_8958
100
240
240
3
10
adam
2
8
0.0001
2.15.1
12.2
2.75
35.74
71.54
model-npz/EfficientNetB1_optadam_s100_e2_b8_lr00001_1496.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
0.59
47
1.42
34
30.39
EfficientNetB1_architecture_optadam_s100_ipd240x240x3_opd10_e2_b16_lr01_1441
100
240
240
3
10
adam
2
16
0.01
2.15.1
12.2
4.89
34.27
68.6
model-npz/EfficientNetB1_optadam_s100_e2_b16_lr001_1842.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
0.63
68
1.22
34
30.45