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
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_2021
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.38
38.03
190.2
model-npz/DenseNet169_optadam_s100_e5_b1_lr00001_2585.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.43
77
12.25
33
31.48
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_2367
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.61
30.62
153.15
model-npz/DenseNet169_optadam_s100_e5_b2_lr001_2163.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.47
75
10.03
33
31.39
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_1736
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.61
30.72
153.66
model-npz/DenseNet169_optadam_s100_e5_b2_lr0001_1547.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.48
76
9.63
34
31.8
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_2427
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.61
30.78
153.94
model-npz/DenseNet169_optadam_s100_e5_b2_lr00001_3088.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.42
76
9.31
34
32.05
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_3291
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.07
26.94
134.75
model-npz/DenseNet169_optadam_s100_e5_b4_lr001_3172.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.64
79
7.71
34
32.08
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_1084
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.08
27.02
135.17
model-npz/DenseNet169_optadam_s100_e5_b4_lr0001_1994.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.52
75
7.31
34
32.25
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_1101
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.08
27.01
135.13
model-npz/DenseNet169_optadam_s100_e5_b4_lr00001_9581.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.61
77
7.59
34
32.11
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_1753
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
2.05
26.76
133.88
model-npz/DenseNet169_optadam_s100_e5_b8_lr001_1633.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.34
85
9.78
38
33.13
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_2862
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
2.05
26.72
133.64
model-npz/DenseNet169_optadam_s100_e5_b8_lr0001_1891.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.27
80
9.35
34
30.35
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_3276
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
2.04
26.63
133.18
model-npz/DenseNet169_optadam_s100_e5_b8_lr00001_2765.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.33
85
9.49
33
29.87
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_2682
100
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
3.72
26.06
130.37
model-npz/DenseNet169_optadam_s100_e5_b16_lr001_6673.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.63
86
9.41
35
30.15
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_8188
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
3.73
26.12
130.67
model-npz/DenseNet169_optadam_s100_e5_b16_lr0001_1078.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.59
83
9.77
35
30.23
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_2534
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
3.73
26.17
130.92
model-npz/DenseNet169_optadam_s100_e5_b16_lr00001_3308.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.06
81
10.93
35
30.1
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1855
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
6.66
26.66
133.34
model-npz/DenseNet169_optadam_s100_e5_b32_lr001_3462.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
3.17
87
11.23
36
30.33
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_6385
100
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
6.57
26.29
131.5
model-npz/DenseNet169_optadam_s100_e5_b32_lr0001_5779.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
3.74
93
13.4
36
30.75
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_1245
100
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
6.57
26.29
131.52
model-npz/DenseNet169_optadam_s100_e5_b32_lr00001_1531.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
3.62
87
12.65
36
30.89
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_2438
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
13.78
27.58
137.95
model-npz/DenseNet169_optadam_s100_e5_b64_lr001_1368.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
5.43
99
17.67
41
32.35
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2706
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
13.81
27.65
138.27
model-npz/DenseNet169_optadam_s100_e5_b64_lr0001_2067.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
5.41
100
17.48
42
33.67
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_1861
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
13.92
27.85
139.28
model-npz/DenseNet169_optadam_s100_e5_b64_lr00001_1551.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
5.2
99
16.41
42
33.92
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_2071
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.26
26.46
264.71
model-npz/DenseNet169_optadam_s100_e10_b1_lr001_3151.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.86
76
17.14
36
30.69
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_1501
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.26
26.68
266.9
model-npz/DenseNet169_optadam_s100_e10_b1_lr0001_2615.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.98
75
17.3
30
28.73
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_3293
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.26
26.69
266.96
model-npz/DenseNet169_optadam_s100_e10_b1_lr00001_1290.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.95
77
16.84
30
28.77
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1138
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.38
19.13
191.4
model-npz/DenseNet169_optadam_s100_e10_b2_lr001_2525.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.97
78
13.44
31
29.09
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1535
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.37
18.81
188.17
model-npz/DenseNet169_optadam_s100_e10_b2_lr0001_2562.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.92
79
13.17
31
29.28
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_6482
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.38
19.11
191.22
model-npz/DenseNet169_optadam_s100_e10_b2_lr00001_4291.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.96
75
13.14
32
29.52
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_3372
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.61
15.34
153.46
model-npz/DenseNet169_optadam_s100_e10_b4_lr001_3759.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.19
78
10.25
32
29.52
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_7638
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.58
14.66
146.67
model-npz/DenseNet169_optadam_s100_e10_b4_lr0001_8037.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.39
78
11.08
33
29.46
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_3034
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.62
15.52
155.3
model-npz/DenseNet169_optadam_s100_e10_b4_lr00001_1945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.4
75
11.17
33
29.65
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_9875
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
1.1
14.4
144.09
model-npz/DenseNet169_optadam_s100_e10_b8_lr001_7735.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.15
78
12.24
34
29.69
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1772
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
1.12
14.64
146.51
model-npz/DenseNet169_optadam_s100_e10_b8_lr0001_9059.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.2
85
12.29
34
29.9
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1763
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
1.1
14.32
143.31
model-npz/DenseNet169_optadam_s100_e10_b8_lr00001_2229.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.26
80
12.46
34
30.19
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_3000
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
1.99
13.94
139.46
model-npz/DenseNet169_optadam_s100_e10_b16_lr001_1704.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.87
87
12.87
35
30.16
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_3387
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
1.96
13.73
137.42
model-npz/DenseNet169_optadam_s100_e10_b16_lr0001_3300.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
4.11
81
13.55
36
30.37
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_1070
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
1.96
13.76
137.72
model-npz/DenseNet169_optadam_s100_e10_b16_lr00001_1174.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.65
83
11.71
35
30.45
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_1501
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
3.38
13.54
135.52
model-npz/DenseNet169_optadam_s100_e10_b32_lr001_1849.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
4.49
93
14.15
37
30.91
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2512
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
3.38
13.54
135.43
model-npz/DenseNet169_optadam_s100_e10_b32_lr0001_3298.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
4.92
98
15.08
37
31.21
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2468
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
3.36
13.45
134.63
model-npz/DenseNet169_optadam_s100_e10_b32_lr00001_2342.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
4.18
89
12.58
37
31.27
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_2472
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
7.14
14.3
143.06
model-npz/DenseNet169_optadam_s100_e10_b64_lr001_5349.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
6.5
99
19.14
41
32.68
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1990
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
7.2
14.41
144.12
model-npz/DenseNet169_optadam_s100_e10_b64_lr0001_6829.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
6.14
99
18.56
42
33.9
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_1148
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
7.26
14.54
145.43
model-npz/DenseNet169_optadam_s100_e10_b64_lr00001_2569.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
6.28
100
19.4
42
33.96
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1408
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.26
266.76
266.79
model-npz/DenseNet169_optadam_s1000_e1_b1_lr001_5974.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.92
78
16.74
37
30.78
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1158
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.26
266.18
266.21
model-npz/DenseNet169_optadam_s1000_e1_b1_lr0001_1027.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.95
79
17.25
30
28.81
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_8750
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.26
266.02
266.05
model-npz/DenseNet169_optadam_s1000_e1_b1_lr00001_2860.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.85
77
16.95
30
28.74
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_2286
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.38
191.83
191.85
model-npz/DenseNet169_optadam_s1000_e1_b2_lr001_2850.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.01
79
13.42
31
29.16
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_2922
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.38
192.32
192.34
model-npz/DenseNet169_optadam_s1000_e1_b2_lr0001_1586.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.95
79
13.51
31
29.1
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_9485
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.38
190.78
190.81
model-npz/DenseNet169_optadam_s1000_e1_b2_lr00001_2891.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.91
79
13.31
31
29.29
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_5452
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.61
152.4
152.43
model-npz/DenseNet169_optadam_s1000_e1_b4_lr001_2919.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.32
79
11
32
29.33
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_2914
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.62
155.24
155.27
model-npz/DenseNet169_optadam_s1000_e1_b4_lr0001_3234.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.23
76
10.57
32
29.32
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_3860
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.61
152.88
152.91
model-npz/DenseNet169_optadam_s1000_e1_b4_lr00001_1488.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.27
75
10.64
32
29.36
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_1032
1,000
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
1.08
135.07
135.1
model-npz/DenseNet169_optadam_s1000_e1_b8_lr001_4554.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
2.65
78
9.48
33
29.64
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_3056
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
1.09
136.66
136.68
model-npz/DenseNet169_optadam_s1000_e1_b8_lr0001_1465.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.67
81
9.58
33
29.84
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3117
1,000
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
1.08
134.91
134.93
model-npz/DenseNet169_optadam_s1000_e1_b8_lr00001_2172.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.65
79
9.31
34
29.9
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2753
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
2.17
136.74
136.77
model-npz/DenseNet169_optadam_s1000_e1_b16_lr001_1498.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.62
84
11.69
36
30.12
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_2843
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
2.15
135.39
135.42
model-npz/DenseNet169_optadam_s1000_e1_b16_lr0001_1048.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
4.09
88
13.72
37
30.75
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1589
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
2.16
136.54
136.57
model-npz/DenseNet169_optadam_s1000_e1_b16_lr00001_3935.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.91
87
12.79
36
31
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1094
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
4.21
134.99
135.02
model-npz/DenseNet169_optadam_s1000_e1_b32_lr001_2567.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
4.48
91
13.88
38
31.36
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2895
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
4.19
134.25
134.28
model-npz/DenseNet169_optadam_s1000_e1_b32_lr0001_2568.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
4.4
90
13.35
38
31.99
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1702
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
4.22
135.29
135.33
model-npz/DenseNet169_optadam_s1000_e1_b32_lr00001_1784.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
4.23
99
13.48
38
31.78
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_2764
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
9.02
144.34
144.37
model-npz/DenseNet169_optadam_s1000_e1_b64_lr001_1981.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
6.5
100
19.16
42
33.09
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_2108
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
8.97
143.62
143.67
model-npz/DenseNet169_optadam_s1000_e1_b64_lr0001_1754.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
6.63
99
20.25
43
34.37
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_3367
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
9.01
144.25
144.28
model-npz/DenseNet169_optadam_s1000_e1_b64_lr00001_2337.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
6.12
99
18.2
43
34.2
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_7064
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.2
207.46
414.96
model-npz/DenseNet169_optadam_s1000_e2_b1_lr001_1537.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.23
80
21.43
37
30.6
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_1198
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.2
205.08
410.2
model-npz/DenseNet169_optadam_s1000_e2_b1_lr0001_1839.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.32
80
21.68
30
29.29
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_4397
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.2
207.5
415.03
model-npz/DenseNet169_optadam_s1000_e2_b1_lr00001_1241.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.31
78
21.48
30
29.43
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1621
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.26
132.4
264.83
model-npz/DenseNet169_optadam_s1000_e2_b2_lr001_4605.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.51
77
18.16
32
29.82
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_3007
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.26
131.71
263.47
model-npz/DenseNet169_optadam_s1000_e2_b2_lr0001_5274.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.51
75
18.46
32
30.11
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1610
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.27
134.46
268.96
model-npz/DenseNet169_optadam_s1000_e2_b2_lr00001_2315.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.49
76
17.56
32
30.12
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_1827
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.38
96.61
193.26
model-npz/DenseNet169_optadam_s1000_e2_b4_lr001_8071.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.4
76
15.61
34
30.54
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1882
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.38
96.24
192.51
model-npz/DenseNet169_optadam_s1000_e2_b4_lr0001_1573.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.39
78
15.8
34
30.7
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2433
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.38
95.69
191.42
model-npz/DenseNet169_optadam_s1000_e2_b4_lr00001_1748.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.46
77
16
34
30.93
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1975
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.62
77.39
154.81
model-npz/DenseNet169_optadam_s1000_e2_b8_lr001_3576.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
4.37
79
14.82
35
31.02
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1682
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.62
78.05
156.14
model-npz/DenseNet169_optadam_s1000_e2_b8_lr0001_8212.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.13
80
14.04
35
30.98
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_8435
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.63
79.37
158.79
model-npz/DenseNet169_optadam_s1000_e2_b8_lr00001_3713.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
4.26
78
14.64
36
31
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1815
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
1.18
74.3
148.65
model-npz/DenseNet169_optadam_s1000_e2_b16_lr001_6482.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.71
90
16.57
38
31.67
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1601
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
1.18
74.52
149.07
model-npz/DenseNet169_optadam_s1000_e2_b16_lr0001_6205.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
5.87
88
18.03
37
32.16
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1472
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
1.18
74.38
148.8
model-npz/DenseNet169_optadam_s1000_e2_b16_lr00001_2615.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
5.59
89
16.68
38
32.14
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_9361
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
2.25
72.26
144.56
model-npz/DenseNet169_optadam_s1000_e2_b32_lr001_2108.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
6.3
87
16.98
40
32.66
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_3117
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
2.23
71.57
143.18
model-npz/DenseNet169_optadam_s1000_e2_b32_lr0001_2105.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
5.97
92
16.42
40
32.8
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2694
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
2.22
71.29
142.61
model-npz/DenseNet169_optadam_s1000_e2_b32_lr00001_1868.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
6.02
94
16.84
40
32.84
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_2631
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
4.7
75.32
150.68
model-npz/DenseNet169_optadam_s1000_e2_b64_lr001_9430.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
7.92
100
21.02
44
34.11
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2335
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
4.69
75.17
150.37
model-npz/DenseNet169_optadam_s1000_e2_b64_lr0001_2911.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
8.21
99
21.59
44
35.07
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2976
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
4.71
75.35
150.74
model-npz/DenseNet169_optadam_s1000_e2_b64_lr00001_3046.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
8.38
99
21.92
44
35.38
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_1513
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.58
36.73
183.73
model-npz/DenseNet169_optadam_s1000_e5_b16_lr0001_9571.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
9.56
100
25.55
42
32.27
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1218
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.59
37.22
186.15
model-npz/DenseNet169_optadam_s1000_e5_b16_lr00001_2271.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
9.74
88
26.34
43
34.91
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2772
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
1.05
33.62
168.16
model-npz/DenseNet169_optadam_s1000_e5_b32_lr001_1542.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
10.71
99
24.88
45
35.53
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_1423
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
1.04
33.43
167.22
model-npz/DenseNet169_optadam_s1000_e5_b32_lr0001_3248.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
11.32
98
26.73
44
35.77
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2266
1,000
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
1.05
33.84
169.28
model-npz/DenseNet169_optadam_s1000_e5_b32_lr00001_3395.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
11.16
90
26.15
46
35.59
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_1541
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
2.13
34.08
170.45
model-npz/DenseNet169_optadam_s1000_e5_b64_lr001_1274.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
12.59
100
29.27
49
37.19
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_1144
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.24
60.51
302.61
model-npz/DenseNet169_optadam_s1000_e5_b4_lr001_2627.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
5.13
80
23.79
39
35.53
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_8367
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.24
60.87
304.42
model-npz/DenseNet169_optadam_s1000_e5_b4_lr0001_3204.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
5.06
78
23.35
39
35.5
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3315
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.24
60.96
304.86
model-npz/DenseNet169_optadam_s1000_e5_b4_lr00001_6708.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
5.13
78
23.47
40
35.77
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1421
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.34
43.25
216.29
model-npz/DenseNet169_optadam_s1000_e5_b8_lr001_1882.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
7.26
80
23.81
41
36.07
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_1687
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.34
43.46
217.35
model-npz/DenseNet169_optadam_s1000_e5_b8_lr0001_8358.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
7.23
78
23.74
42
36.42
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2205
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.35
43.67
218.38
model-npz/DenseNet169_optadam_s1000_e5_b8_lr00001_3953.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
7.17
79
23.47
43
37.05
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_3396
1,000
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.59
37.24
186.26
model-npz/DenseNet169_optadam_s1000_e5_b16_lr001_8266.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
9.38
91
24.86
46
37.88
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_8172
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
2.14
34.29
171.48
model-npz/DenseNet169_optadam_s1000_e5_b64_lr0001_1847.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
12.79
100
28.8
51
40.17
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1212
1,000
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
2.14
34.28
171.43
model-npz/DenseNet169_optadam_s1000_e5_b64_lr00001_2072.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
12.72
100
29.02
54
41.73
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_8427
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
3.36
33.68
67.39
model-npz/DenseNet169_optsgd_s10_e2_b1_lr001_1133.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.03
76
5.38
33
31.73
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3288
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
3.37
33.74
67.52
model-npz/DenseNet169_optsgd_s10_e2_b1_lr0001_2045.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.91
78
4.95
33
31.37
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1429
10
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
3.38
33.86
67.76
model-npz/DenseNet169_optsgd_s10_e2_b1_lr00001_2692.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.09
78
5.32
33
31.51