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
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2680
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 30.78 | 61.59 | 123.21 |
model-npz/ResNet152_optadam_s100_e2_b64_lr0001_1893.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 59 | 2.73 | 100 | 11.3 | 43 | 37.07 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2958
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 30.26 | 60.54 | 121.11 |
model-npz/ResNet152_optadam_s100_e2_b64_lr00001_1352.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 66 | 2.91 | 100 | 10.79 | 44 | 37.16 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_1823
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 0.37 | 37.44 | 187.26 |
model-npz/ResNet152_optadam_s100_e5_b1_lr001_5497.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 2.94 | 71 | 17.04 | 40 | 36.95 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_3057
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 0.37 | 37.4 | 187.03 |
model-npz/ResNet152_optadam_s100_e5_b1_lr0001_1036.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 3 | 75 | 17.02 | 40 | 37.05 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_2829
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.37 | 37.72 | 188.64 |
model-npz/ResNet152_optadam_s100_e5_b1_lr00001_8413.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 3 | 80 | 17.08 | 40 | 37.07 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_3355
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 0.6 | 30.04 | 150.27 |
model-npz/ResNet152_optadam_s100_e5_b2_lr001_4709.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 2.63 | 74 | 12.39 | 41 | 36.76 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_2048
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 0.59 | 29.79 | 148.98 |
model-npz/ResNet152_optadam_s100_e5_b2_lr0001_2150.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 2.67 | 77 | 12.7 | 41 | 36.67 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1871
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.56 | 28.11 | 140.6 |
model-npz/ResNet152_optadam_s100_e5_b2_lr00001_1430.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 18 | 2.89 | 82 | 13.49 | 42 | 36.92 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1621
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 1.02 | 25.71 | 128.62 |
model-npz/ResNet152_optadam_s100_e5_b4_lr001_2829.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 22 | 2.5 | 82 | 9.9 | 42 | 37.17 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2226
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 1.03 | 25.86 | 129.34 |
model-npz/ResNet152_optadam_s100_e5_b4_lr0001_1109.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 18 | 2.36 | 74 | 9.39 | 42 | 37.13 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_8343
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 1.04 | 26.16 | 130.87 |
model-npz/ResNet152_optadam_s100_e5_b4_lr00001_2173.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 19 | 2.43 | 76 | 9.78 | 42 | 37.31 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2624
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 1.93 | 25.17 | 125.89 |
model-npz/ResNet152_optadam_s100_e5_b8_lr001_2724.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 26 | 2.33 | 85 | 8.56 | 43 | 37.26 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_4973
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 1.89 | 24.62 | 123.14 |
model-npz/ResNet152_optadam_s100_e5_b8_lr0001_5358.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 2.49 | 86 | 8.44 | 43 | 37.29 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_6299
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 1.92 | 25.03 | 125.21 |
model-npz/ResNet152_optadam_s100_e5_b8_lr00001_1108.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 2.38 | 89 | 8.35 | 43 | 37.31 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1861
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 3.5 | 24.52 | 122.65 |
model-npz/ResNet152_optadam_s100_e5_b16_lr001_6388.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 2.51 | 99 | 7.96 | 44 | 37.59 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2314
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 3.47 | 24.32 | 121.63 |
model-npz/ResNet152_optadam_s100_e5_b16_lr0001_2853.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 2.7 | 99 | 8.56 | 44 | 37.34 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_3241
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 3.53 | 24.78 | 123.95 |
model-npz/ResNet152_optadam_s100_e5_b16_lr00001_1436.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 2.47 | 99 | 7.54 | 35 | 27.4 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_5157
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 6.03 | 24.14 | 120.74 |
model-npz/ResNet152_optadam_s100_e5_b32_lr001_3273.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 2.8 | 100 | 8.39 | 36 | 30.18 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1697
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 6.18 | 24.76 | 123.85 |
model-npz/ResNet152_optadam_s100_e5_b32_lr0001_1430.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 2.62 | 100 | 8.3 | 37 | 30.94 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_1359
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 5.99 | 24 | 120.03 |
model-npz/ResNet152_optadam_s100_e5_b32_lr00001_1743.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 2.98 | 100 | 9.8 | 37 | 31.16 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_7560
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 12.66 | 25.34 | 126.76 |
model-npz/ResNet152_optadam_s100_e5_b64_lr001_1538.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 59 | 3.76 | 100 | 13.24 | 39 | 31.79 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_8727
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 12.59 | 25.2 | 126.04 |
model-npz/ResNet152_optadam_s100_e5_b64_lr0001_3113.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 59 | 3.52 | 100 | 12.62 | 39 | 32.11 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2791
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 12.6 | 25.2 | 126.07 |
model-npz/ResNet152_optadam_s100_e5_b64_lr00001_6605.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 62 | 3.34 | 100 | 11.42 | 39 | 32.17 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_1184
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.27 | 26.97 | 269.73 |
model-npz/ResNet152_optadam_s100_e10_b1_lr001_2270.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 4.08 | 71 | 23.93 | 36 | 32.45 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_2446
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.26 | 26.8 | 268.1 |
model-npz/ResNet152_optadam_s100_e10_b1_lr0001_5888.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 4.17 | 76 | 24.18 | 36 | 32.84 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_1855
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.26 | 26.45 | 264.61 |
model-npz/ResNet152_optadam_s100_e10_b1_lr00001_2421.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 11 | 4.18 | 54 | 24.45 | 36 | 32.9 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1610
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 0.37 | 18.93 | 189.38 |
model-npz/ResNet152_optadam_s100_e10_b2_lr001_1587.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 4.13 | 80 | 19.64 | 36 | 32.42 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1825
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 0.37 | 18.89 | 188.94 |
model-npz/ResNet152_optadam_s100_e10_b2_lr0001_2662.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 4.26 | 78 | 20.09 | 36 | 32.39 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_3061
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.38 | 19.05 | 190.57 |
model-npz/ResNet152_optadam_s100_e10_b2_lr00001_2970.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 4.2 | 72 | 20.16 | 36 | 32.23 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2392
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 0.6 | 15.09 | 150.93 |
model-npz/ResNet152_optadam_s100_e10_b4_lr001_5878.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 4.19 | 78 | 16.47 | 37 | 32.1 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_2102
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.6 | 15.06 | 150.72 |
model-npz/ResNet152_optadam_s100_e10_b4_lr0001_8867.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 19 | 4.17 | 78 | 16.17 | 37 | 31.97 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_2220
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.6 | 15.2 | 152.06 |
model-npz/ResNet152_optadam_s100_e10_b4_lr00001_7070.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 22 | 4.04 | 84 | 15.65 | 37 | 31.74 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_3701
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 1.07 | 13.93 | 139.42 |
model-npz/ResNet152_optadam_s100_e10_b8_lr001_2354.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 26 | 4 | 85 | 13.57 | 38 | 31.86 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1622
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 1.04 | 13.54 | 135.44 |
model-npz/ResNet152_optadam_s100_e10_b8_lr0001_5920.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 4.07 | 86 | 13.8 | 39 | 32.22 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1796
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 1.04 | 13.56 | 135.73 |
model-npz/ResNet152_optadam_s100_e10_b8_lr00001_2986.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 4.22 | 89 | 14.31 | 38 | 32.47 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_5731
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 1.87 | 13.14 | 131.43 |
model-npz/ResNet152_optadam_s100_e10_b16_lr001_7394.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 4.49 | 99 | 12.77 | 39 | 32.37 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2881
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 1.82 | 12.8 | 128.09 |
model-npz/ResNet152_optadam_s100_e10_b16_lr0001_2719.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 39 | 4.66 | 99 | 12.65 | 39 | 32.58 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_2312
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 1.85 | 12.95 | 129.59 |
model-npz/ResNet152_optadam_s100_e10_b16_lr00001_2269.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 39 | 4.47 | 99 | 12.74 | 39 | 32.48 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2171
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 3.21 | 12.88 | 128.86 |
model-npz/ResNet152_optadam_s100_e10_b32_lr001_1108.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 51 | 4.81 | 100 | 12.23 | 39 | 32.4 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2793
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 3.18 | 12.75 | 127.53 |
model-npz/ResNet152_optadam_s100_e10_b32_lr0001_3044.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 50 | 4.44 | 100 | 12.67 | 38 | 32.46 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2774
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 3.22 | 12.88 | 128.9 |
model-npz/ResNet152_optadam_s100_e10_b32_lr00001_2117.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 4.57 | 100 | 12.13 | 39 | 32.41 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_2135
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 6.58 | 13.17 | 131.76 |
model-npz/ResNet152_optadam_s100_e10_b64_lr001_2159.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 53 | 4.97 | 100 | 15.48 | 41 | 32.93 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_2881
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 6.52 | 13.06 | 130.68 |
model-npz/ResNet152_optadam_s100_e10_b64_lr0001_1479.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 62 | 5.64 | 100 | 16.67 | 42 | 33.3 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2320
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 6.56 | 13.14 | 131.45 |
model-npz/ResNet152_optadam_s100_e10_b64_lr00001_3146.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 5.66 | 100 | 16.3 | 41 | 33.45 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_3139
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 0.26 | 264.8 | 264.83 |
model-npz/ResNet152_optadam_s1000_e1_b1_lr001_7737.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 4.17 | 76 | 24.24 | 36 | 33.15 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_2938
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 0.26 | 267.39 | 267.42 |
model-npz/ResNet152_optadam_s1000_e1_b1_lr0001_1369.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 4.23 | 78 | 24.5 | 36 | 32.62 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_5091
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.27 | 269.3 | 269.33 |
model-npz/ResNet152_optadam_s1000_e1_b1_lr00001_2249.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 4.13 | 58 | 24.04 | 36 | 32.62 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_2519
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 0.37 | 187.48 | 187.51 |
model-npz/ResNet152_optadam_s1000_e1_b2_lr001_2936.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 4.32 | 80 | 20.36 | 36 | 32.3 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_2686
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 0.37 | 187.27 | 187.3 |
model-npz/ResNet152_optadam_s1000_e1_b2_lr0001_9697.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 18 | 4.24 | 80 | 20.19 | 36 | 32.17 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3347
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.37 | 186.02 | 186.04 |
model-npz/ResNet152_optadam_s1000_e1_b2_lr00001_1197.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 4.26 | 81 | 19.97 | 37 | 32.33 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_2052
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 0.59 | 148.74 | 148.77 |
model-npz/ResNet152_optadam_s1000_e1_b4_lr001_4667.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 4.15 | 82 | 16.25 | 37 | 32.11 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_1379
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 0.6 | 150.54 | 150.56 |
model-npz/ResNet152_optadam_s1000_e1_b4_lr0001_2754.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 18 | 4.1 | 71 | 16.04 | 37 | 32.14 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2471
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.59 | 147.28 | 147.31 |
model-npz/ResNet152_optadam_s1000_e1_b4_lr00001_4541.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 4.15 | 78 | 16.21 | 37 | 32.21 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_9458
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 1.05 | 131.79 | 131.81 |
model-npz/ResNet152_optadam_s1000_e1_b8_lr001_3111.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 4.02 | 87 | 13.37 | 39 | 31.96 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_9898
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 1.04 | 130.22 | 130.26 |
model-npz/ResNet152_optadam_s1000_e1_b8_lr0001_3207.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 3.96 | 86 | 12.87 | 38 | 32.28 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3214
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 1.04 | 130.48 | 130.51 |
model-npz/ResNet152_optadam_s1000_e1_b8_lr00001_2055.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 4.06 | 86 | 13.49 | 39 | 32.08 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1131
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 16 | 0.01 |
2.15.1
| 12.2 | 2 | 126.39 | 126.42 |
model-npz/ResNet152_optadam_s1000_e1_b16_lr001_1473.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 4.59 | 99 | 12.62 | 39 | 32.23 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_2476
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 16 | 0.001 |
2.15.1
| 12.2 | 2.04 | 128.87 | 128.91 |
model-npz/ResNet152_optadam_s1000_e1_b16_lr0001_1107.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 4.43 | 99 | 12.31 | 38 | 31.71 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_6612
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 16 | 0.0001 |
2.15.1
| 12.2 | 2.04 | 129.03 | 129.06 |
model-npz/ResNet152_optadam_s1000_e1_b16_lr00001_2039.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 4.52 | 99 | 13.41 | 38 | 31.85 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_8741
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 32 | 0.01 |
2.15.1
| 12.2 | 3.95 | 126.41 | 126.45 |
model-npz/ResNet152_optadam_s1000_e1_b32_lr001_1664.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 4.89 | 100 | 12.78 | 39 | 31.82 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_6533
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 32 | 0.001 |
2.15.1
| 12.2 | 3.98 | 127.37 | 127.4 |
model-npz/ResNet152_optadam_s1000_e1_b32_lr0001_1273.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 52 | 4.87 | 100 | 12.82 | 39 | 32.3 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1028
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 32 | 0.0001 |
2.15.1
| 12.2 | 3.92 | 125.41 | 125.44 |
model-npz/ResNet152_optadam_s1000_e1_b32_lr00001_3062.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 50 | 4.66 | 100 | 12.16 | 39 | 32.33 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_4488
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 8.19 | 131.06 | 131.09 |
model-npz/ResNet152_optadam_s1000_e1_b64_lr001_1919.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 61 | 5.55 | 100 | 16.13 | 41 | 32.74 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_2116
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 8.23 | 131.79 | 131.82 |
model-npz/ResNet152_optadam_s1000_e1_b64_lr0001_1559.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 67 | 5.68 | 100 | 15.89 | 41 | 33.05 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2850
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 8.26 | 132.18 | 132.21 |
model-npz/ResNet152_optadam_s1000_e1_b64_lr00001_1894.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 56 | 5.15 | 100 | 15.8 | 41 | 33.16 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2038
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.21 | 216.31 | 432.65 |
model-npz/ResNet152_optadam_s1000_e2_b1_lr001_2886.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 5.23 | 68 | 30.47 | 37 | 34.09 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_9290
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.21 | 210.94 | 421.92 |
model-npz/ResNet152_optadam_s1000_e2_b1_lr0001_2684.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 5.37 | 81 | 31.17 | 37 | 33.99 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_1437
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.21 | 214.57 | 429.18 |
model-npz/ResNet152_optadam_s1000_e2_b1_lr00001_1532.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 5.25 | 62 | 30.87 | 37 | 34.03 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_6212
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.27 | 135.24 | 270.51 |
model-npz/ResNet152_optadam_s1000_e2_b2_lr001_6159.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 5.91 | 71 | 27.83 | 38 | 33.85 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1619
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.27 | 134.54 | 269.12 |
model-npz/ResNet152_optadam_s1000_e2_b2_lr0001_2787.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 6.01 | 78 | 28.49 | 38 | 33.99 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1806
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.26 | 132.99 | 266.02 |
model-npz/ResNet152_optadam_s1000_e2_b2_lr00001_1193.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 6.08 | 72 | 28.67 | 39 | 34.34 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_1022
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 0.38 | 95.75 | 191.54 |
model-npz/ResNet152_optadam_s1000_e2_b4_lr001_1500.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 6.53 | 79 | 25.32 | 40 | 34.11 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_6319
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 0.37 | 92.53 | 185.09 |
model-npz/ResNet152_optadam_s1000_e2_b4_lr0001_2246.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 22 | 6.67 | 86 | 25.95 | 40 | 34.57 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_3195
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 0.6 | 75.79 | 151.61 |
model-npz/ResNet152_optadam_s1000_e2_b8_lr001_8887.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 28 | 7.01 | 100 | 23.38 | 42 | 31.59 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1927
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 0.61 | 76.33 | 152.7 |
model-npz/ResNet152_optadam_s1000_e2_b8_lr0001_1211.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 6.76 | 86 | 21.99 | 42 | 34.34 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1285
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.61 | 76.65 | 153.33 |
model-npz/ResNet152_optadam_s1000_e2_b8_lr00001_1731.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 6.79 | 87 | 21.96 | 42 | 34.54 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_3323
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 16 | 0.01 |
2.15.1
| 12.2 | 1.13 | 71.12 | 142.27 |
model-npz/ResNet152_optadam_s1000_e2_b16_lr001_8820.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 7.74 | 99 | 20.37 | 44 | 34.71 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2753
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 16 | 0.001 |
2.15.1
| 12.2 | 1.16 | 73 | 146.04 |
model-npz/ResNet152_optadam_s1000_e2_b16_lr0001_5308.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 7.43 | 99 | 19.61 | 42 | 34.5 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1268
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 16 | 0.0001 |
2.15.1
| 12.2 | 1.16 | 73.18 | 146.4 |
model-npz/ResNet152_optadam_s1000_e2_b16_lr00001_7663.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 39 | 7.63 | 99 | 20.36 | 42 | 34.24 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1716
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 32 | 0.01 |
2.15.1
| 12.2 | 2.16 | 69.19 | 138.42 |
model-npz/ResNet152_optadam_s1000_e2_b32_lr001_2257.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 52 | 8.11 | 100 | 18.85 | 44 | 34.4 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_3018
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 32 | 0.001 |
2.15.1
| 12.2 | 2.22 | 71.02 | 142.08 |
model-npz/ResNet152_optadam_s1000_e2_b32_lr0001_1276.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 50 | 7.86 | 100 | 18.81 | 44 | 34.59 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1739
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 32 | 0.0001 |
2.15.1
| 12.2 | 2.18 | 69.73 | 139.5 |
model-npz/ResNet152_optadam_s1000_e2_b32_lr00001_1416.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 51 | 7.91 | 100 | 19.26 | 42 | 34.84 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_4182
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.01 |
2.15.1
| 12.2 | 4.47 | 71.54 | 143.11 |
model-npz/ResNet152_optadam_s1000_e2_b64_lr001_2894.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 57 | 8.79 | 100 | 22.04 | 45 | 35.21 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2854
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 4.46 | 71.42 | 142.87 |
model-npz/ResNet152_optadam_s1000_e2_b64_lr0001_2127.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 58 | 8.69 | 100 | 21.36 | 45 | 35.73 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_4895
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 4.5 | 72.01 | 144.06 |
model-npz/ResNet152_optadam_s1000_e2_b64_lr00001_2719.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 8.61 | 100 | 21.53 | 46 | 35.72 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_1166
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 2.24 | 35.96 | 179.83 |
model-npz/ResNet152_optadam_s1000_e5_b64_lr001_3233.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 59 | 15.46 | 100 | 34.97 | 53 | 36.71 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_2777
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 2.25 | 36.06 | 180.37 |
model-npz/ResNet152_optadam_s1000_e5_b64_lr0001_2271.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 58 | 15.87 | 100 | 35.74 | 55 | 41.19 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2462
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 2.26 | 36.17 | 180.9 |
model-npz/ResNet152_optadam_s1000_e5_b64_lr00001_1142.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 15.37 | 100 | 34.18 | 53 | 41.95 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_3209
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.39 | 97.7 | 195.45 |
model-npz/ResNet152_optadam_s1000_e2_b4_lr00001_3197.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 6.02 | 81 | 23.14 | 41 | 33.35 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_7507
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 16.33 | 32.69 | 65.41 |
model-npz/ResNet152_optsgd_s10_e2_b8_lr001_2618.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.78 | 81 | 3.78 | 36 | 32.9 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_3055
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 16.58 | 33.19 | 66.41 |
model-npz/ResNet152_optsgd_s10_e2_b8_lr0001_2132.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 22 | 0.97 | 83 | 3.7 | 33 | 30.68 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_4559
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 16.47 | 32.96 | 65.96 |
model-npz/ResNet152_optsgd_s10_e2_b8_lr00001_2459.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 24 | 0.95 | 82 | 4.58 | 32 | 29.97 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_1504
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 1.39 | 13.9 | 69.55 |
model-npz/ResNet152_optsgd_s10_e5_b1_lr001_2444.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 0.86 | 80 | 5.08 | 31 | 29.85 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_7187
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 1.4 | 14.08 | 70.46 |
model-npz/ResNet152_optsgd_s10_e5_b1_lr0001_7226.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.81 | 79 | 4.93 | 31 | 29.18 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_8877
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 1.4 | 14 | 70.04 |
model-npz/ResNet152_optsgd_s10_e5_b1_lr00001_2825.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.82 | 68 | 4.73 | 31 | 29.13 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_1795
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 2.62 | 13.13 | 65.71 |
model-npz/ResNet152_optsgd_s10_e5_b2_lr001_2255.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 0.78 | 72 | 3.9 | 31 | 29.06 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2409
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 2.69 | 13.5 | 67.54 |
model-npz/ResNet152_optsgd_s10_e5_b2_lr0001_1097.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.66 | 72 | 3.56 | 31 | 29.08 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_2195
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 2.68 | 13.44 | 67.27 |
model-npz/ResNet152_optsgd_s10_e5_b2_lr00001_5387.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.73 | 69 | 3.59 | 31 | 29.11 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_2349
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 4.49 | 13.48 | 67.47 |
model-npz/ResNet152_optsgd_s10_e5_b4_lr001_1529.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 18 | 0.89 | 78 | 4.1 | 31 | 28.86 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_3687
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 4.59 | 13.79 | 69 |
model-npz/ResNet152_optsgd_s10_e5_b4_lr0001_1474.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 1.03 | 81 | 4.6 | 32 | 29.06 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.