|
Apr 2018
|
ResNet50
Google Cloud TPU
source
|
8:52:33
|
$58.53 |
93.11% |
GCP n1-standard-2, Cloud TPU |
TensorFlow v1.8rc1 |
|
Apr 2018
|
ResNet50
Intel(R) Corporation
source
|
3:25:55
|
N/A |
93.02% |
128 nodes with Xeon Platinum 8124M / 144 GB / 36 Cores (Amazon EC2 [c5.18xlarge]) |
Intel(R) Optimized Caffe |
|
Apr 2018
|
AmoebaNet-D N6F256
Google
source
|
1:58:24
|
N/A |
93.17% |
1/16 of a TPUv2 Pod |
TensorFlow 1.8.0-rc1 |
|
Oct 2017
|
ResNet152
Stanford DAWN
source
|
10 days, 3:59:59
|
$1112.64 |
93.00% |
8 K80 / 488 GB / 32 CPU (Amazon EC2 [p2.8xlarge]) |
MXNet 0.11.0 |
|
Apr 2018
|
AmoebaNet-D N6F256
Google Cloud TPU
source
|
7:28:30
|
$49.30 |
93.11% |
GCP n1-standard-2, Cloud TPU |
TensorFlow 1.8.0-rc0 |
|
Apr 2018
|
ResNet56
Intel(R) Corporation
source
|
3:31:47
|
N/A |
93.11% |
128 nodes with Xeon Platinum 8124M / 144 GB / 36 Cores (Amazon EC2 [c5.18xlarge]) |
Intel(R) Optimized Caffe |
|
Oct 2017
|
ResNet152
Stanford DAWN
source
|
13 days, 10:41:37
|
$2323.39 |
93.38% |
4 M60 / 488 GB / 64 CPU (Amazon EC2 [g3.16xlarge]) |
TensorFlow v1.3 |
|
Apr 2018
|
ResNet50
Intel(R) Corporation
source
|
6:09:50
|
N/A |
93.05% |
64 nodes with Xeon Platinum 8124M / 144 GB / 36 Cores (Amazon EC2 [c5.18xlarge]) |
Intel(R) Optimized Caffe |
|
Apr 2018
|
AmoebaNet-D N6F256
Google
source
|
1:06:32
|
N/A |
93.03% |
1/4 of a TPUv2 Pod |
TensorFlow 1.8.0-rc1 |
|
Apr 2018
|
ResNet50
Google
source
|
0:30:43
|
N/A |
93.03% |
Half of a TPUv2 Pod |
TensorFlow 1.8.0-rc1 |
|
Dec 2017
|
ResNet152
ppwwyyxx
source
|
1 day, 20:28:27
|
N/A |
93.94% |
8 P100 / 512 GB / 40 CPU (NVIDIA DGX-1) |
tensorpack 0.8.0 |
|
Apr 2018
|
Resnet 50
fast.ai + students team: Jeremy Howard, Andrew Shaw, Brett Koonce, Sylvain Gugger
source
|
2:57:28
|
$72.40 |
93.05% |
8 * V100 (AWS p3.16xlarge) |
fastai / pytorch |
|
Jan 2018
|
ResNet50
DIUX
source
|
14:37:59
|
$358.22 |
93.07% |
p3.16xlarge |
tensorflow 1.5, tensorpack 0.8.1 |
|
Mar 2018
|
ResNet50
Google Cloud TPU
source
|
12:26:39
|
$82.07 |
93.15% |
GCP n1-standard-2, Cloud TPU |
TensorFlow v1.7rc1 |