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_b1_lr0001_7344
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.12
12.07
120.74
model-npz/EfficientNetB0_optadam_s100_e10_b1_lr00001_2022.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
1.85
30
13.77
38
37.01
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1550
100
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.17
8.71
87.18
model-npz/EfficientNetB0_optadam_s100_e10_b2_lr001_6215.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.24
39
11.9
39
37.31
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1190
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.18
8.91
89.15
model-npz/EfficientNetB0_optadam_s100_e10_b2_lr0001_6923.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
2.2
41
11.71
39
37.6
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_6179
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.17
8.84
88.44
model-npz/EfficientNetB0_optadam_s100_e10_b2_lr00001_9808.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.25
40
12.06
39
38.04
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1193
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.29
7.25
72.58
model-npz/EfficientNetB0_optadam_s100_e10_b4_lr001_1763.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.67
52
10.51
40
37.81
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_2000
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.29
7.19
72.01
model-npz/EfficientNetB0_optadam_s100_e10_b4_lr0001_2570.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.7
54
10.6
40
38
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1040
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.29
7.19
71.97
model-npz/EfficientNetB0_optadam_s100_e10_b4_lr00001_8314.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.78
54
10.78
40
38.11
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_3039
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.52
6.73
67.37
model-npz/EfficientNetB0_optadam_s100_e10_b8_lr001_9436.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.12
70
9.77
40
38.03
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_8696
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.52
6.73
67.35
model-npz/EfficientNetB0_optadam_s100_e10_b8_lr0001_2748.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.05
67
9.64
40
37.88
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1081
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.52
6.78
67.89
model-npz/EfficientNetB0_optadam_s100_e10_b8_lr00001_1707.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.16
67
9.99
41
37.9
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_2970
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.91
6.39
63.92
model-npz/EfficientNetB0_optadam_s100_e10_b16_lr001_2512.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
3.32
85
9.08
41
37.93
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_7189
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.91
6.36
63.65
model-npz/EfficientNetB0_optadam_s100_e10_b16_lr0001_4294.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
3.32
86
8.99
41
37.91
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_1223
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.91
6.37
63.75
model-npz/EfficientNetB0_optadam_s100_e10_b16_lr00001_1544.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
3.51
88
9.38
41
37.88
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_1019
100
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
1.55
6.21
62.21
model-npz/EfficientNetB0_optadam_s100_e10_b32_lr001_4503.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.99
93
8.44
42
37.94
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_1900
100
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
1.55
6.2
62.09
model-npz/EfficientNetB0_optadam_s100_e10_b32_lr0001_2618.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
3.26
93
8.27
41
37.91
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1853
100
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
1.55
6.23
62.38
model-npz/EfficientNetB0_optadam_s100_e10_b32_lr00001_2030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.88
98
8.22
41
37.89
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_1520
100
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
3.02
6.05
60.54
model-npz/EfficientNetB0_optadam_s100_e10_b64_lr001_3349.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
3.57
100
9
42
37.98
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_7363
100
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
3.1
6.2
62.04
model-npz/EfficientNetB0_optadam_s100_e10_b64_lr0001_1391.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
3.16
100
8.01
42
37.98
EfficientNetB0_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_1631
100
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
3.04
6.09
60.95
model-npz/EfficientNetB0_optadam_s100_e10_b64_lr00001_6090.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
3.59
100
9.23
42
38.01
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_8890
1,000
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
0.12
119.94
119.97
model-npz/EfficientNetB0_optadam_s1000_e1_b1_lr001_1697.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
1.85
31
13.83
39
37.87
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_3239
1,000
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
0.12
119.98
120
model-npz/EfficientNetB0_optadam_s1000_e1_b1_lr0001_1560.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
1.8
31
13.53
38
37.41
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2404
1,000
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
0.12
120.17
120.19
model-npz/EfficientNetB0_optadam_s1000_e1_b1_lr00001_3085.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
1.83
31
13.91
38
37.12
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_6147
1,000
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
0.17
87.01
87.04
model-npz/EfficientNetB0_optadam_s1000_e1_b2_lr001_9426.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.24
40
11.98
39
37.24
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1707
1,000
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
0.17
87.9
87.92
model-npz/EfficientNetB0_optadam_s1000_e1_b2_lr0001_1753.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.32
40
12.5
39
37.39
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2350
1,000
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
0.17
88.3
88.33
model-npz/EfficientNetB0_optadam_s1000_e1_b2_lr00001_2816.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.24
41
12.03
39
37.56
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_9833
1,000
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
0.29
72.75
72.77
model-npz/EfficientNetB0_optadam_s1000_e1_b4_lr001_3110.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.61
53
10.04
40
37.63
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_2701
1,000
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
0.29
73.91
73.93
model-npz/EfficientNetB0_optadam_s1000_e1_b4_lr0001_2341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.63
53
10.41
40
37.8
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1745
1,000
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
0.29
72.37
72.4
model-npz/EfficientNetB0_optadam_s1000_e1_b4_lr00001_2220.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.57
53
10.17
40
37.76
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_7819
1,000
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
0.52
64.73
64.75
model-npz/EfficientNetB0_optadam_s1000_e1_b8_lr001_2551.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.01
68
9.39
40
37.8
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2961
1,000
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
0.52
64.86
64.89
model-npz/EfficientNetB0_optadam_s1000_e1_b8_lr0001_8798.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.89
69
8.94
40
37.7
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2312
1,000
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
0.51
64.59
64.62
model-npz/EfficientNetB0_optadam_s1000_e1_b8_lr00001_2677.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.03
69
9.56
40
37.58
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1670
1,000
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
1.01
63.78
63.8
model-npz/EfficientNetB0_optadam_s1000_e1_b16_lr001_2303.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
3.25
82
8.76
41
37.61
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_2302
1,000
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
1
62.98
63.01
model-npz/EfficientNetB0_optadam_s1000_e1_b16_lr0001_3020.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
3.18
86
9.01
40
37.48
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2098
1,000
224
224
3
10
adam
1
16
0.0001
2.15.1
12.2
1
63.44
63.49
model-npz/EfficientNetB0_optadam_s1000_e1_b16_lr00001_8141.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
3.27
86
8.62
41
37.48
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1969
1,000
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
1.92
61.41
61.43
model-npz/EfficientNetB0_optadam_s1000_e1_b32_lr001_2352.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
3.38
97
8.91
41
37.58
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2581
1,000
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
1.92
61.53
61.56
model-npz/EfficientNetB0_optadam_s1000_e1_b32_lr0001_1138.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
3.36
97
8.55
41
37.52
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1930
1,000
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
1.92
61.51
61.53
model-npz/EfficientNetB0_optadam_s1000_e1_b32_lr00001_3253.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
3.54
98
8.84
41
37.36
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_9265
1,000
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
3.86
61.85
61.89
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr001_2436.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
2.91
100
7.47
41
37.45
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_2983
1,000
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
3.83
61.25
61.27
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr0001_1518.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
3.95
100
10.08
41
37.33
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1849
1,000
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
3.81
60.98
61.01
model-npz/EfficientNetB0_optadam_s1000_e1_b64_lr00001_2549.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
3.6
100
9.1
41
37.46
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2092
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.09
93.88
187.79
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr001_1516.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.42
31
18.14
39
37.09
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_7660
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.09
93.22
186.48
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr0001_6426.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.44
31
18.29
38
36.98
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1592
1,000
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.09
92.36
184.75
model-npz/EfficientNetB0_optadam_s1000_e2_b1_lr00001_2695.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
2.49
31
18.56
38
37.05
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1919
1,000
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.12
59.99
120.03
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr001_1337.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.48
41
18.29
40
37.51
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1611
1,000
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.12
59.57
119.18
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr0001_2798.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.48
40
17.95
40
38.43
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1141
1,000
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.12
60.48
121
model-npz/EfficientNetB0_optadam_s1000_e2_b2_lr00001_1484.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.4
41
18.17
40
38.79
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_1478
1,000
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
0.18
45.55
91.13
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr001_2813.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.32
62
16.91
41
38.94
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1926
1,000
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
0.18
45.71
91.46
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr0001_3035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.41
56
17.19
41
39.12
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1283
1,000
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
0.18
45.31
90.65
model-npz/EfficientNetB0_optadam_s1000_e2_b4_lr00001_2512.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.36
55
17.1
42
39.1
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1838
1,000
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
0.31
39.17
78.37
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr001_1291.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
5.23
69
16.29
42
39.14
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2811
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.3
38.16
76.35
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr0001_4354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
5.36
69
16.65
42
39.08
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2581
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.3
38.11
76.26
model-npz/EfficientNetB0_optadam_s1000_e2_b8_lr00001_1275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
5.37
70
16.73
42
39.21
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2413
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.56
35.61
71.25
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr001_1617.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
6.16
87
16.29
42
38.95
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2115
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.56
35.49
71.01
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr0001_2181.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
5.81
87
15.38
42
38.81
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_7800
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.56
35.56
71.15
model-npz/EfficientNetB0_optadam_s1000_e2_b16_lr00001_2168.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
6.05
89
15.9
43
39.05
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1831
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
1.07
34.39
68.82
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr001_2265.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
6.38
99
15.99
43
39.17
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_3217
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
1.07
34.3
68.64
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr0001_1528.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
6.01
100
15.25
43
39.14
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2947
1,000
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
1.07
34.35
68.72
model-npz/EfficientNetB0_optadam_s1000_e2_b32_lr00001_2341.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
6.17
99
15.49
44
39.2
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1753
1,000
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
2.1
33.64
67.31
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr001_2200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
6.24
100
15.18
44
39.31
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_4729
1,000
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
2.11
33.77
67.58
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr0001_1874.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
6.43
100
15.73
44
39.42
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2516
1,000
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
2.1
33.65
67.32
model-npz/EfficientNetB0_optadam_s1000_e2_b64_lr00001_2283.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
6.49
100
15.67
44
39.29
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_5961
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.12
29.37
146.9
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr0001_2018.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
7.1
56
27.68
43
39.37
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1010
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.11
28.8
144.03
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr00001_1582.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
7.24
58
28.22
44
41.1
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1931
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.17
21.91
109.59
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr001_2653.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
9.61
72
29.48
45
41.77
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_5872
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.17
22.02
110.14
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr0001_1101.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.68
72
29.87
46
42.36
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2206
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.17
21.68
108.44
model-npz/EfficientNetB0_optadam_s1000_e5_b8_lr00001_1267.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
9.88
70
30.6
47
42.86
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_2328
1,000
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.3
19.24
96.22
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr001_1698.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
11.5
88
30.54
47
42.97
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_8992
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.3
19.11
95.57
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr0001_1737.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
11.38
87
30.16
48
43.29
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_5326
1,000
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.07
76.86
384.35
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr001_2843.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
5
3.01
33
22.7
36
34.01
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_3277
1,000
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.07
75.27
376.41
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr0001_1563.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
3.14
34
23.49
33
32.76
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_9907
1,000
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.07
75.53
377.73
model-npz/EfficientNetB0_optadam_s1000_e5_b1_lr00001_6939.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
3.11
31
23.15
33
32.67
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2465
1,000
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.09
43.82
219.16
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr001_3173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
4.89
40
25.23
36
33.93
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2663
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.09
44.98
224.92
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr0001_1206.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
4.73
41
25.33
36
34.16
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1334
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.09
43.83
219.21
model-npz/EfficientNetB0_optadam_s1000_e5_b2_lr00001_8530.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
4.9
46
25.43
37
34.92
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_1278
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.11
28.56
142.85
model-npz/EfficientNetB0_optadam_s1000_e5_b4_lr001_7881.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
7.23
55
28.19
38
35.57
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2406
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.3
19.17
95.88
model-npz/EfficientNetB0_optadam_s1000_e5_b16_lr00001_8870.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
11.44
88
30.46
42
36.44
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_1461
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.56
17.84
89.23
model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr001_2800.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
12.4
98
30.66
42
37.43
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2779
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.56
17.86
89.36
model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr0001_1698.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
12.04
98
30.34
43
37.75
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1886
1,000
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.56
17.93
89.7
model-npz/EfficientNetB0_optadam_s1000_e5_b32_lr00001_1945.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
12.07
99
30.45
43
38.06
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_2297
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
1.08
17.35
86.78
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr001_2098.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
12.59
100
29.72
43
37.98
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1702
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
1.09
17.46
87.36
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr0001_7761.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
12.81
100
30.72
44
38.07
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1505
1,000
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
1.07
17.21
86.1
model-npz/EfficientNetB0_optadam_s1000_e5_b64_lr00001_1777.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
13.16
100
30.96
44
38.17
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1189
1,000
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.09
23.64
236.45
model-npz/EfficientNetB0_optadam_s1000_e10_b4_lr00001_1989.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
8.99
55
35.28
40
35.91
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_3002
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.13
16.49
164.93
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr001_4261.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
13.45
73
41.54
43
38.37
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_7686
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.13
16.35
163.59
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr0001_2712.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
13.37
71
41.11
43
39.58
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_3008
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.13
16.26
162.65
model-npz/EfficientNetB0_optadam_s1000_e10_b8_lr00001_2773.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
13.44
70
41.51
44
40.15
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_1026
1,000
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.21
13.63
136.32
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr001_2279.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
16.27
87
43.52
45
40.6
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1815
1,000
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.21
13.53
135.41
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr0001_1427.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
16.72
89
44.35
47
41.4
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_2348
1,000
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.21
13.63
136.34
model-npz/EfficientNetB0_optadam_s1000_e10_b16_lr00001_1989.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
16.24
88
43.25
47
41.97
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_2464
1,000
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.38
12.23
122.33
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr001_1092.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
18.51
100
46.03
48
41.94
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2580
1,000
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.39
12.41
124.19
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr0001_2890.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
18.05
99
44.94
49
42.1
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3737
1,000
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.38
12.26
122.63
model-npz/EfficientNetB0_optadam_s1000_e10_b32_lr00001_2811.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
18.5
100
46.11
49
42.89
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_3102
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.74
11.83
118.37
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr001_1200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
19.7
100
45.26
49
42.93
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_2596
1,000
224
224
3
10
adam
10
64
0.001
2.15.1
12.2
0.74
11.84
118.42
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr0001_2624.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
19.29
100
45.53
49
42.72
EfficientNetB0_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2957
1,000
224
224
3
10
adam
10
64
0.0001
2.15.1
12.2
0.74
11.86
118.66
model-npz/EfficientNetB0_optadam_s1000_e10_b64_lr00001_1312.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
19.77
100
46.34
50
43.16
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_8958
1
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
35.59
35.61
35.63
model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr001_1646.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
7
0.09
46
42
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_1783
1
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
33.17
33.2
33.22
model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr0001_2005.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
0
0
1
0.01
39
37.26
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_2736
1
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
33.85
33.88
33.9
model-npz/EfficientNetB0_optsgd_s1_e1_b1_lr00001_6069.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.02
7
0.09
36
34.78
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_2575
1
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
16.6
16.61
33.26
model-npz/EfficientNetB0_optsgd_s1_e2_b1_lr001_1275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.04
7
0.15
34
33.47
EfficientNetB0_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_1161
1
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
17.2
17.21
34.45
model-npz/EfficientNetB0_optsgd_s1_e2_b1_lr0001_1619.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
2
0.04
7
0.16
33
32.57