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
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1622
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.26
6.49
65.01
model-npz/EfficientNetB0_optadam_s100_e10_b4_lr001_3643.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
1.93
41
7.12
31
29.28
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_2265
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.26
6.55
65.58
model-npz/EfficientNetB0_optadam_s100_e10_b4_lr0001_2425.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
1.86
37
6.8
31
29.37
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1682
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.26
6.57
65.75
model-npz/EfficientNetB0_optadam_s100_e10_b4_lr00001_1359.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
1.84
38
6.91
31
29.38
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2727
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.46
5.99
60
model-npz/EfficientNetB0_optadam_s100_e10_b8_lr001_2140.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.08
42
5.03
33
29.47
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1720
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.46
6.05
60.62
model-npz/EfficientNetB0_optadam_s100_e10_b8_lr0001_6190.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.15
45
5.17
33
29.94
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_6588
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.46
6.07
60.79
model-npz/EfficientNetB0_optadam_s100_e10_b8_lr00001_2615.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.22
51
5.55
33
30.42
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_3558
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.81
5.71
57.15
model-npz/EfficientNetB0_optadam_s100_e10_b16_lr001_1092.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
1.96
61
4.07
34
30.46
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1824
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.81
5.69
56.97
model-npz/EfficientNetB0_optadam_s100_e10_b16_lr0001_2413.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
2.74
72
5.1
34
30.37
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_1448
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.81
5.71
57.17
model-npz/EfficientNetB0_optadam_s100_e10_b16_lr00001_2716.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
2.19
63
4.24
34
30.28
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_3235
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
1.39
5.56
55.69
model-npz/EfficientNetB0_optadam_s100_e10_b32_lr001_2413.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
2.53
80
4.42
35
30.2
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2741
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
1.4
5.6
56.08
model-npz/EfficientNetB0_optadam_s100_e10_b32_lr0001_1200.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
2.46
76
4.16
35
30.26
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_3248
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
1.38
5.52
55.27
model-npz/EfficientNetB0_optadam_s100_e10_b32_lr00001_3394.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
2.45
80
4.35
35
30.36
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_3108
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
2.73
5.47
54.74
model-npz/EfficientNetB0_optadam_s100_e10_b64_lr001_2613.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
2.61
88
4.11
36
30.34
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1325
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
2.74
5.49
55
model-npz/EfficientNetB0_optadam_s100_e10_b64_lr0001_6619.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
2.56
87
4.09
36
30.4
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_5112
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
2.75
5.5
55.1
model-npz/EfficientNetB0_optadam_s100_e10_b64_lr00001_2010.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
2.59
90
4.23
36
30.38
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1928
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.1
105.06
105.09
model-npz/EfficientNetB0_optadam_s1000_e1_b1_lr001_6985.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
1.4
30
10.59
32
30.1
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_4417
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.11
108.43
108.48
model-npz/EfficientNetB0_optadam_s1000_e1_b1_lr0001_2590.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
1.27
32
9.99
31
29.54
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2202
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.11
108.53
108.56
model-npz/EfficientNetB0_optadam_s1000_e1_b1_lr00001_7193.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
1.31
33
10.13
31
29.4
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_2118
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.16
80.47
80.52
model-npz/EfficientNetB0_optadam_s1000_e1_b2_lr001_1809.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
1.46
27
8.35
31
29.32
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1821
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.16
79.48
79.52
model-npz/EfficientNetB0_optadam_s1000_e1_b2_lr0001_3101.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
1.46
30
8.33
31
29.37
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2414
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.16
79.42
79.45
model-npz/EfficientNetB0_optadam_s1000_e1_b2_lr00001_2047.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
1.48
30
8.25
31
29.35
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_1419
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.26
65.59
65.62
model-npz/EfficientNetB0_optadam_s1000_e1_b4_lr001_1284.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
1.81
37
6.62
31
29.29
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_6374
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.26
66.21
66.24
model-npz/EfficientNetB0_optadam_s1000_e1_b4_lr0001_3215.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
1.78
37
6.81
31
29.36
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2466
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.26
66.33
66.36
model-npz/EfficientNetB0_optadam_s1000_e1_b4_lr00001_2542.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
1.82
37
6.88
31
29.37
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_3713
1,000
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
0.47
58.52
58.55
model-npz/EfficientNetB0_optadam_s1000_e1_b8_lr001_8732.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.18
48
5.18
33
29.46
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2053
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
0.47
58.92
58.95
model-npz/EfficientNetB0_optadam_s1000_e1_b8_lr0001_1491.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.09
47
4.95
33
29.98
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3298
1,000
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
0.47
58.47
58.5
model-npz/EfficientNetB0_optadam_s1000_e1_b8_lr00001_1925.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.1
46
5.16
34
30.38
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1823
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
0.9
56.67
56.71
model-npz/EfficientNetB0_optadam_s1000_e1_b16_lr001_2839.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
2.35
63
4.58
34
30.32
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_6180
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
0.89
56.41
56.44
model-npz/EfficientNetB0_optadam_s1000_e1_b16_lr0001_1232.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
2.25
65
4.21
35
30.44
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3210
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
0.89
56.43
56.46
model-npz/EfficientNetB0_optadam_s1000_e1_b16_lr00001_1467.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
2.32
64
4.22
35
30.27
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2928
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
1.71
54.89
54.92
model-npz/EfficientNetB0_optadam_s1000_e1_b32_lr001_4784.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
2.41
79
4.5
35
30.21
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1100
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
1.74
55.69
55.72
model-npz/EfficientNetB0_optadam_s1000_e1_b32_lr0001_9395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
2.19
80
3.54
35
30.05
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_9382
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
1.78
56.92
56.95
model-npz/EfficientNetB0_optadam_s1000_e1_b32_lr00001_6995.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
2.21
81
3.94
35
30.12
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_3285
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
3.4
54.43
54.47
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr001_1173.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
2.52
90
4.17
35
30.19
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_6261
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
3.43
54.86
54.89
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr0001_1222.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
2.66
91
4.17
36
30.34
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2523
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
3.39
54.28
54.33
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr00001_2697.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
2.33
92
4.24
36
30.4
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_1625
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.08
83.93
167.89
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr001_2644.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
1.76
27
13.5
32
30.08
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_8833
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.08
82.99
166.03
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr0001_1873.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
1.75
25
13.3
30
29.5
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3581
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.08
81.63
163.31
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr00001_1282.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
3
1.81
34
13.69
31
29.59
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_7273
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.11
54.98
110
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr001_2847.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
2.18
47
12.74
31
30.22
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2134
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.1
53.04
106.12
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr0001_2348.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
2.3
30
12.87
31
29.98
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_3227
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.11
54.91
109.87
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr00001_2354.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
2.18
90
12.52
31
29.81
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_3042
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.16
40.2
80.44
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr001_3349.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
3.12
39
11.58
31
29.59
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_7868
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.16
39.97
79.98
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr0001_2201.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
3.11
38
10.72
32
30.35
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2953
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.16
40.13
80.32
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr00001_1852.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
3.05
40
11.41
32
30.5
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2508
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.27
33.49
67.02
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr001_2711.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
3.63
47
8.51
34
30.44
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2747
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.26
33.31
66.65
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr0001_2240.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
3.88
47
9.05
35
31.15
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1780
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.26
33.1
66.24
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr00001_6275.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3.81
49
8.81
36
31.93
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2720
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.48
30.56
61.16
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr001_2933.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
4.18
70
7.79
37
32.67
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_3113
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.48
30.61
61.26
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr0001_1997.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
4.18
70
7.69
36
31.78
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1364
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.48
30.55
61.16
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr00001_1516.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
4.29
66
8.08
36
31.59
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1557
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
0.92
29.36
58.77
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr001_1011.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
4.45
81
7.72
37
31.47
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1691
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
0.92
29.45
58.95
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr0001_2443.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
4.73
82
7.95
37
31.39
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_3230
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
0.91
29.07
58.18
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr00001_1505.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
4.44
80
7.53
37
31.4
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1045
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
1.79
28.61
57.25
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr001_8612.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
4.88
93
7.87
38
31.48
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1719
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
1.79
28.71
57.48
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr0001_7746.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
4.78
91
7.63
38
31.43
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2721
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
1.79
28.63
57.29
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr00001_2543.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
4.7
92
7.2
39
31.61
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_1640
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.08
39.42
197.17
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr001_1340.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
3.23
100
18.88
31
29.85
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1954
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.08
38.93
194.69
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr0001_1929.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
3.23
30
18.24
31
30.24
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1293
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.08
39.59
198.01
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr00001_6828.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
3.13
38
17.95
31
30.35
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_1451
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.1
24.25
121.31
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr001_4992.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
5.2
50
18.94
32
30.69
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_1821
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.1
24.69
123.49
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr0001_6386.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
5.17
45
18.61
33
31.46
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3128
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.09
23.86
119.36
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr00001_1893.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
5.3
42
18.77
34
32.23
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1118
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.14
17.74
88.77
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr001_3324.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
7.25
60
17.04
38
32.77
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_2515
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.14
17.63
88.19
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr0001_1948.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
7.42
49
17.01
38
33.96
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1346
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.14
17.89
89.49
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr00001_3314.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
7.29
49
16.71
39
34.45
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_1755
1,000
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.24
14.95
74.81
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr001_1488.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
8.91
69
16.24
40
34.38
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_1069
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.24
15.13
75.73
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr0001_1357.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
9.01
71
16.32
40
34.35
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1992
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.24
15.08
75.46
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr00001_1337.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
8.53
70
15.61
41
34.57
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_1518
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.42
13.59
68.01
model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr001_3632.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
9.99
83
16.63
41
34.65
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2723
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.43
13.73
68.71
model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr0001_3699.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
9.99
83
16.55
42
34.58
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1318
1,000
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.43
13.8
69.06
model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr00001_2862.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
9.72
81
16.15
42
34.79
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_2520
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
0.81
12.97
64.88
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr001_7295.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
10.89
93
16.42
43
34.96
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_2052
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
0.81
13.07
65.38
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr0001_3389.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
10.8
90
16.09
43
35
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2503
1,000
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
0.82
13.16
65.86
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr00001_1521.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
10.59
94
16.02
43
35.09
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_2913
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
13.61
13.63
13.66
model-npz/VGG19_optadam_s1_e1_b1_lr001_2445.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
1.69
79
4.11
34
31.3
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_2281
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
11.15
11.18
11.21
model-npz/VGG19_optadam_s1_e1_b1_lr0001_1831.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.91
100
7.14
38
34.71
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_1955
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
11.14
11.16
11.18
model-npz/VGG19_optadam_s1_e1_b1_lr00001_2052.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
3.79
100
11.94
39
36.12
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_2115
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
5.72
5.73
11.49
model-npz/VGG19_optadam_s1_e2_b1_lr001_2681.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.37
100
5.91
39
36.46
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_3004
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
5.53
5.54
11.12
model-npz/VGG19_optadam_s1_e2_b1_lr0001_1773.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
1.48
100
6.27
41
37.67
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_3091
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
5.47
5.48
11
model-npz/VGG19_optadam_s1_e2_b1_lr00001_2574.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
1.44
100
6.38
42
38.32
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_8205
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
2.29
2.29
11.5
model-npz/VGG19_optadam_s1_e5_b1_lr001_1202.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
3.42
100
10.64
42
38.97
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_3289
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
2.24
2.25
11.27
model-npz/VGG19_optadam_s1_e5_b1_lr0001_2731.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
3.64
100
11.3
42
39.48
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2679
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
2.23
2.23
11.2
model-npz/VGG19_optadam_s1_e5_b1_lr00001_1283.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
2.03
100
7.68
41
39.06
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_4964
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
1.13
1.13
11.39
model-npz/VGG19_optadam_s1_e10_b1_lr001_4956.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
2.79
100
9.48
42
39.73
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_3232
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
1.12
1.12
11.28
model-npz/VGG19_optadam_s1_e10_b1_lr0001_6700.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.47
100
10.44
43
40.29
VGG19_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_2128
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
1.13
1.13
11.4
model-npz/VGG19_optadam_s1_e10_b1_lr00001_2421.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
3.56
100
11.88
41
39.68
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_9308
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
1.14
11.42
11.45
model-npz/VGG19_optadam_s10_e1_b1_lr001_1057.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
3.39
100
11.03
44
40.52
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_4461
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
1.13
11.29
11.32
model-npz/VGG19_optadam_s10_e1_b1_lr0001_1600.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.18
100
13.58
44
40.82
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_2257
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
1.11
11.15
11.18
model-npz/VGG19_optadam_s10_e1_b1_lr00001_2997.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
3.42
100
11.45
43
40.42
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1342
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
2.44
12.21
12.24
model-npz/VGG19_optadam_s10_e1_b2_lr001_3018.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
3
100
14.03
46
41.11
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_2581
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
2.49
12.46
12.49
model-npz/VGG19_optadam_s10_e1_b2_lr0001_1110.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
3.34
100
14.95
45
41.5
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_1219
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
2.44
12.23
12.26
model-npz/VGG19_optadam_s10_e1_b2_lr00001_2670.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
3.29
100
12.29
44
41.74
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_2289
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
5.01
15.04
15.07
model-npz/VGG19_optadam_s10_e1_b4_lr001_2199.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
5.48
100
22
48
42.74
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1917
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
4.96
14.9
14.93
model-npz/VGG19_optadam_s10_e1_b4_lr0001_3023.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
6.37
100
25.32
49
43.07
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_1699
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
5
15.02
15.05
model-npz/VGG19_optadam_s10_e1_b4_lr00001_1699.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
6.22
100
23.93
49
44.05
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_2796
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
8.03
16.09
16.12
model-npz/VGG19_optadam_s10_e1_b8_lr001_3030.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
6.79
100
29.12
50
44.95
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1233
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
8.16
16.35
16.38
model-npz/VGG19_optadam_s10_e1_b8_lr0001_3048.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
6.98
100
27.47
51
45.79
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_2940
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
8.09
16.21
16.24
model-npz/VGG19_optadam_s10_e1_b8_lr00001_6318.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6.67
100
29.77
52
46.12
VGG19_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1653
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.57
5.74
11.52
model-npz/VGG19_optadam_s10_e2_b1_lr001_3039.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
3.53
100
11.06
47
45.03