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
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_2161
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
5.59
28
140.07
model-npz/DenseNet201_optadam_s10_e5_b2_lr001_2560.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.75
81
4.02
31
29.1
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_3759
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
5.67
28.39
142.02
model-npz/DenseNet201_optadam_s10_e5_b2_lr0001_1060.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.65
79
3.48
31
28.84
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_3188
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
5.66
28.35
141.79
model-npz/DenseNet201_optadam_s10_e5_b2_lr00001_4838.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.8
79
4.18
31
28.74
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2469
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
9.99
30
150.03
model-npz/DenseNet201_optadam_s10_e5_b4_lr001_1135.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.29
80
6.46
32
28.82
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_3362
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
10.03
30.12
150.66
model-npz/DenseNet201_optadam_s10_e5_b4_lr0001_3020.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.36
80
6.69
32
29.2
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_1073
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
9.88
29.66
148.38
model-npz/DenseNet201_optadam_s10_e5_b4_lr00001_2761.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.38
83
6.82
32
29.2
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1276
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
14.53
29.08
145.46
model-npz/DenseNet201_optadam_s10_e5_b8_lr001_2589.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.62
81
7.66
33
29.37
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_6348
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
14.49
29.01
145.08
model-npz/DenseNet201_optadam_s10_e5_b8_lr0001_2118.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.42
80
6.77
33
30.13
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_1819
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
14.56
29.14
145.76
model-npz/DenseNet201_optadam_s10_e5_b8_lr00001_1919.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.58
81
7.47
33
30.14
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_2750
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
1.55
15.59
156.03
model-npz/DenseNet201_optadam_s10_e10_b1_lr001_1849.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.88
77
5.53
31
29.33
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1214
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
1.56
15.67
156.77
model-npz/DenseNet201_optadam_s10_e10_b1_lr0001_7948.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.83
80
5.49
31
29.21
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_3282
10
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
1.52
15.29
152.95
model-npz/DenseNet201_optadam_s10_e10_b1_lr00001_1949.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.96
77
5.95
31
29.19
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_2458
10
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
2.91
14.59
145.94
model-npz/DenseNet201_optadam_s10_e10_b2_lr001_2108.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.87
77
5
31
29.18
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_3377
10
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
2.9
14.55
145.63
model-npz/DenseNet201_optadam_s10_e10_b2_lr0001_1961.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.85
80
4.76
31
29.11
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_9044
10
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
2.9
14.55
145.55
model-npz/DenseNet201_optadam_s10_e10_b2_lr00001_3064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.79
79
4.51
31
29.05
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2188
10
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
5.02
15.08
150.93
model-npz/DenseNet201_optadam_s10_e10_b4_lr001_6398.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.46
79
7.24
32
29.31
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_1145
10
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
5.02
15.07
150.81
model-npz/DenseNet201_optadam_s10_e10_b4_lr0001_4224.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.43
82
7.07
32
29.32
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_5564
10
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
5.04
15.14
151.45
model-npz/DenseNet201_optadam_s10_e10_b4_lr00001_3062.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.59
81
7.92
32
29.52
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_4121
10
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
7.45
14.91
149.22
model-npz/DenseNet201_optadam_s10_e10_b8_lr001_7287.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.64
79
7.6
33
29.48
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1164
10
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
7.52
15.05
150.62
model-npz/DenseNet201_optadam_s10_e10_b8_lr0001_1591.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
1.68
81
7.47
33
30.19
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_5166
10
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
7.43
14.88
148.89
model-npz/DenseNet201_optadam_s10_e10_b8_lr00001_3150.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.65
81
7.64
33
29.83
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_9917
100
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
1.54
154.53
154.56
model-npz/DenseNet201_optadam_s100_e1_b1_lr001_1123.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.88
78
5.84
31
29.22
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_3283
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
1.53
153.2
153.23
model-npz/DenseNet201_optadam_s100_e1_b1_lr0001_5178.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.89
81
5.71
30
28.97
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_4692
100
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
1.54
154.41
154.44
model-npz/DenseNet201_optadam_s100_e1_b1_lr00001_1850.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.91
78
5.92
31
29.01
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_2720
100
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
2.92
146.24
146.27
model-npz/DenseNet201_optadam_s100_e1_b2_lr001_1245.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.84
79
4.76
31
29.09
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_2082
100
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
2.96
148.42
148.45
model-npz/DenseNet201_optadam_s100_e1_b2_lr0001_1674.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.76
80
4.28
31
29.01
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_1497
100
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
2.93
146.7
146.73
model-npz/DenseNet201_optadam_s100_e1_b2_lr00001_3278.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.82
81
4.71
31
28.8
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_2024
100
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
5.71
142.88
142.91
model-npz/DenseNet201_optadam_s100_e1_b4_lr001_5464.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.84
79
4.02
31
29.12
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_3252
100
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
5.7
142.54
142.57
model-npz/DenseNet201_optadam_s100_e1_b4_lr0001_2248.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.17
79
5.63
32
29.2
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_9788
100
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
5.66
141.63
141.66
model-npz/DenseNet201_optadam_s100_e1_b4_lr00001_4884.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.99
80
4.67
31
28.89
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_3874
100
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
11.4
148.35
148.38
model-npz/DenseNet201_optadam_s100_e1_b8_lr001_1394.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.75
84
8.13
34
29.35
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_3229
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
11.41
148.4
148.43
model-npz/DenseNet201_optadam_s100_e1_b8_lr0001_1175.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.65
80
7.79
33
29.53
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_2630
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
11.4
148.3
148.33
model-npz/DenseNet201_optadam_s100_e1_b8_lr00001_5252.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.7
81
7.78
34
29.48
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_2425
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
21.26
148.88
148.91
model-npz/DenseNet201_optadam_s100_e1_b16_lr001_4388.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.18
89
8.78
34
29.71
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_2690
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
21.78
152.52
152.55
model-npz/DenseNet201_optadam_s100_e1_b16_lr0001_1729.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
2.31
84
9.3
35
29.92
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_2488
100
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
21.43
150.08
150.11
model-npz/DenseNet201_optadam_s100_e1_b16_lr00001_8738.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
2.25
81
9.34
35
29.97
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_1004
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
38.59
154.42
154.45
model-npz/DenseNet201_optadam_s100_e1_b32_lr001_1492.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.63
86
10.8
35
30.49
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_1912
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
37.86
151.48
151.51
model-npz/DenseNet201_optadam_s100_e1_b32_lr0001_9052.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
2.9
98
11.32
35
30.9
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_2860
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
38.03
152.18
152.21
model-npz/DenseNet201_optadam_s100_e1_b32_lr00001_2675.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
3.04
92
12.06
36
30.97
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2946
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
82.65
165.35
165.38
model-npz/DenseNet201_optadam_s100_e1_b64_lr001_2030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
4.85
100
16.98
43
32.71
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_1459
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
82.84
165.72
165.75
model-npz/DenseNet201_optadam_s100_e1_b64_lr0001_3038.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
4.92
100
16.77
43
34.27
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1874
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
82.63
165.3
165.33
model-npz/DenseNet201_optadam_s100_e1_b64_lr00001_2800.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
4.98
100
18
43
34.5
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2061
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.85
85.4
170.83
model-npz/DenseNet201_optadam_s100_e2_b1_lr001_1976.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.12
80
7.94
37
31.54
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2300
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.87
87.14
174.32
model-npz/DenseNet201_optadam_s100_e2_b1_lr0001_2534.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.07
78
8.05
31
29.48
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_2644
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.85
85.02
170.08
model-npz/DenseNet201_optadam_s100_e2_b1_lr00001_1701.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.19
77
8.23
30
28.69
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_3016
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.57
78.55
157.15
model-npz/DenseNet201_optadam_s100_e2_b2_lr001_1753.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.01
78
6.12
31
28.97
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_2524
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.53
76.92
153.88
model-npz/DenseNet201_optadam_s100_e2_b2_lr0001_2065.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.14
78
6.88
31
28.99
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_3320
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.52
76.34
152.71
model-npz/DenseNet201_optadam_s100_e2_b2_lr00001_2520.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.09
79
6.49
31
29.09
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_1545
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
2.9
72.7
145.43
model-npz/DenseNet201_optadam_s100_e2_b4_lr001_1009.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.18
79
5.61
32
29.13
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_5807
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
2.92
73.01
146.05
model-npz/DenseNet201_optadam_s100_e2_b4_lr0001_3200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.05
82
5.04
31
29.15
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2313
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
2.88
72.09
144.22
model-npz/DenseNet201_optadam_s100_e2_b4_lr00001_3213.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.25
79
5.97
32
29.16
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1175
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
5.81
75.57
151.17
model-npz/DenseNet201_optadam_s100_e2_b8_lr001_3233.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.87
84
8.32
34
29.72
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_1308
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
5.78
75.23
150.5
model-npz/DenseNet201_optadam_s100_e2_b8_lr0001_1714.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.97
85
8.69
34
29.9
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_1590
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
5.86
76.26
152.56
model-npz/DenseNet201_optadam_s100_e2_b8_lr00001_3227.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.77
82
7.99
34
29.92
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_3107
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
10.84
75.94
151.92
model-npz/DenseNet201_optadam_s100_e2_b16_lr001_5816.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
2.1
99
8.84
35
30.26
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1961
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
10.81
75.68
151.4
model-npz/DenseNet201_optadam_s100_e2_b16_lr0001_3180.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.63
87
10.61
35
30.49
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_3081
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
10.91
76.39
152.82
model-npz/DenseNet201_optadam_s100_e2_b16_lr00001_3318.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.31
95
9.35
35
30.53
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_1949
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
19.88
79.56
159.16
model-npz/DenseNet201_optadam_s100_e2_b32_lr001_1269.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
3.02
100
11.59
35
31.04
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_2160
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
19.49
78
156.04
model-npz/DenseNet201_optadam_s100_e2_b32_lr0001_2136.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
3.2
91
12.1
33
28.93
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2150
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
19.25
77.03
154.1
model-npz/DenseNet201_optadam_s100_e2_b32_lr00001_1620.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
2.75
91
10.95
33
28.73
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_3162
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
41.85
83.72
167.48
model-npz/DenseNet201_optadam_s100_e2_b64_lr001_1990.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
5.03
100
17.48
39
30.27
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_5255
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
41.96
83.94
167.92
model-npz/DenseNet201_optadam_s100_e2_b64_lr0001_2228.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
5.59
100
18.53
39
31.77
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_1440
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
41.87
83.77
167.58
model-npz/DenseNet201_optadam_s100_e2_b64_lr00001_4399.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
5.51
100
18.31
40
32.09
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_2720
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.45
45.23
226.19
model-npz/DenseNet201_optadam_s100_e5_b1_lr001_1291.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.76
80
13.08
34
29.61
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_2897
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.44
44.12
220.64
model-npz/DenseNet201_optadam_s100_e5_b1_lr0001_1715.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.71
79
12.92
30
28.23
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_1074
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.44
44.51
222.59
model-npz/DenseNet201_optadam_s100_e5_b1_lr00001_1426.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.76
79
13.55
29
27.79
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_5419
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.72
36.32
181.64
model-npz/DenseNet201_optadam_s100_e5_b2_lr001_1954.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.54
77
9.96
29
27.5
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_2768
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.71
35.73
178.69
model-npz/DenseNet201_optadam_s100_e5_b2_lr0001_3366.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.6
80
10.23
29
27.26
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_3268
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.72
36.05
180.3
model-npz/DenseNet201_optadam_s100_e5_b2_lr00001_1602.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.63
80
10.28
30
27.08
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1600
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.28
32.09
160.49
model-npz/DenseNet201_optadam_s100_e5_b4_lr001_2588.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.85
79
8.61
29
27.22
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2702
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.28
32.03
160.21
model-npz/DenseNet201_optadam_s100_e5_b4_lr0001_1419.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.76
80
8.27
30
27.17
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_1645
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.29
32.35
161.82
model-npz/DenseNet201_optadam_s100_e5_b4_lr00001_2542.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.86
80
8.68
30
26.81
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_1772
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
2.47
32.14
160.77
model-npz/DenseNet201_optadam_s100_e5_b8_lr001_2640.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.62
83
10.79
32
27.5
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_2348
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
2.4
31.3
156.56
model-npz/DenseNet201_optadam_s100_e5_b8_lr0001_2146.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.53
84
10.2
32
27.79
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1777
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
2.46
32.08
160.48
model-npz/DenseNet201_optadam_s100_e5_b8_lr00001_1463.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
2.47
82
10.34
32
28.02
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1506
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
4.49
31.49
157.53
model-npz/DenseNet201_optadam_s100_e5_b16_lr001_3133.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.65
84
9.8
33
28.18
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_4182
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
4.48
31.4
157.06
model-npz/DenseNet201_optadam_s100_e5_b16_lr0001_2246.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
3.06
98
11.02
34
28.79
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_2667
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
4.44
31.1
155.55
model-npz/DenseNet201_optadam_s100_e5_b16_lr00001_1748.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.1
99
11.08
33
28.37
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_2884
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
7.84
31.4
157.08
model-npz/DenseNet201_optadam_s100_e5_b32_lr001_1673.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
3.39
98
11.41
35
28.74
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1572
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
7.97
31.93
159.69
model-npz/DenseNet201_optadam_s100_e5_b32_lr0001_1913.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
3.51
99
11.72
35
28.96
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_7656
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
7.92
31.71
158.61
model-npz/DenseNet201_optadam_s100_e5_b32_lr00001_2383.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
3.73
100
12.78
35
29.02
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_1068
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
17.05
34.11
170.59
model-npz/DenseNet201_optadam_s100_e5_b64_lr001_1223.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
5.7
100
18.56
39
30.69
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_1503
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
17.02
34.06
170.33
model-npz/DenseNet201_optadam_s100_e5_b64_lr0001_1487.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
5.64
100
17.54
40
32.1
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_1960
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
17.08
34.17
170.92
model-npz/DenseNet201_optadam_s100_e5_b64_lr00001_7954.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
5.37
100
17.7
40
32.31
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_3348
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.31
31.21
312.15
model-npz/DenseNet201_optadam_s100_e10_b1_lr001_9630.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.17
77
18.28
35
29.01
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_1424
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.31
31.91
319.19
model-npz/DenseNet201_optadam_s100_e10_b1_lr0001_2295.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.08
79
17.81
30
27.84
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_2762
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.31
31.21
312.17
model-npz/DenseNet201_optadam_s100_e10_b1_lr00001_1414.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.17
78
18.07
29
28
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_2220
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.45
22.53
225.36
model-npz/DenseNet201_optadam_s100_e10_b2_lr001_1013.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.18
78
14.4
31
28.19
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_3244
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.44
22.37
223.83
model-npz/DenseNet201_optadam_s100_e10_b2_lr0001_2152.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.08
80
13.93
31
28.51
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_2790
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.44
22.46
224.71
model-npz/DenseNet201_optadam_s100_e10_b2_lr00001_1516.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.2
80
14.4
31
28.12
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_8372
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.73
18.44
184.47
model-npz/DenseNet201_optadam_s100_e10_b4_lr001_5585.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.5
80
11.39
31
28.06
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_1543
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.72
18.23
182.41
model-npz/DenseNet201_optadam_s100_e10_b4_lr0001_1093.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.63
82
12.06
32
28.5
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_5703
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.73
18.35
183.6
model-npz/DenseNet201_optadam_s100_e10_b4_lr00001_1812.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.62
78
12.05
32
28.73
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2778
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
1.33
17.32
173.28
model-npz/DenseNet201_optadam_s100_e10_b8_lr001_2230.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
3.29
85
12.56
34
29.32
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_2339
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
1.33
17.34
173.53
model-npz/DenseNet201_optadam_s100_e10_b8_lr0001_3013.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
3.29
84
12.69
34
29.47
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1218
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
1.33
17.36
173.67
model-npz/DenseNet201_optadam_s100_e10_b8_lr00001_3381.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
3.5
85
13.37
34
29.4
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1873
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
2.37
16.62
166.26
model-npz/DenseNet201_optadam_s100_e10_b16_lr001_5235.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.67
86
11.94
35
29.57
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2928
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
2.34
16.4
164.06
model-npz/DenseNet201_optadam_s100_e10_b16_lr0001_1785.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
4.32
87
14.59
36
29.88
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_3638
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
2.39
16.76
167.66
model-npz/DenseNet201_optadam_s100_e10_b16_lr00001_4416.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.81
98
12.27
36
30.01
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_1309
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
4.11
16.46
164.68
model-npz/DenseNet201_optadam_s100_e10_b32_lr001_3184.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
4.54
100
14.46
37
30.62