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Update main.py #96

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ff90c14
Add licence
Nov 16, 2017
90e3b93
Add PNASNet
Dec 11, 2017
a345a47
Add MobileNetV2
Jan 26, 2018
3105772
Update MobileNetV2 accuracy
Jan 26, 2018
ca94b3c
Fix typo (#29)
Jan 29, 2018
9499fb5
Update to v0.4
Apr 25, 2018
1e9e0fe
Add torch.no_grad to test
May 3, 2018
0437256
Remove Variable
May 7, 2018
b49ef5d
Minor fix
May 17, 2018
2444ccd
Add ShuffleNetV2
Nov 2, 2018
ba12c48
Update ShuffleNetV2
Nov 5, 2018
607cc0a
Bump version
kuangliu May 27, 2019
56d4dc2
Update README.md
kuangliu May 27, 2019
d36f301
Add EfficientNetB0
kuangliu May 30, 2019
d9aa249
Update main.py
bhr724 Nov 17, 2019
3a68289
Update main.py
bhr724 Nov 17, 2019
05f1e22
Automation enabled
Abhi2114 Nov 19, 2019
ac5a0ab
Removed data files
Abhi2114 Nov 19, 2019
ae4f095
remove data
Abhi2114 Nov 19, 2019
11db294
changes
Abhi2114 Nov 19, 2019
6b33aa9
Automation enabled
Abhi2114 Nov 19, 2019
c5cdf5d
changes
Nov 20, 2019
90681e5
Parallel implementation complete
Abhi2114 Nov 23, 2019
236195e
Parallel implementation complete
Abhi2114 Nov 23, 2019
fa922f7
merge errros
Abhi2114 Nov 23, 2019
969082d
Delete utils.cpython-36.pyc
bhr724 Nov 23, 2019
32571f2
Delete utils.cpython-36.pyc.orig
bhr724 Nov 23, 2019
53447b4
Update info.txt
bhr724 Nov 23, 2019
a6c29d2
Update info.txt
bhr724 Nov 23, 2019
85d1e27
Update main.py
bhr724 Nov 23, 2019
112d70e
fix merge conflict
Nov 24, 2019
914b9ae
add pbs select file for vgpu
Nov 24, 2019
a229ca4
Update test.py
bhr724 Nov 24, 2019
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3 changes: 3 additions & 0 deletions .gitignore
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/data
/data/*
*.txt
1 change: 1 addition & 0 deletions STDIN.e7618254
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-bash: line 1: /var/spool/pbs/mom_priv/jobs/7618254.pbs02.SC: No such file or directory
16 changes: 16 additions & 0 deletions STDIN.o7618254
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+------------------------------------------+
| PALMETTO CLUSTER PBS RESOURCES REQUESTED |
+------------------------------------------+

mem=128gb,ncpus=8,walltime=00:03:00


+-------------------------------------+
| PALMETTO CLUSTER PBS RESOURCES USED |
+-------------------------------------+

cpupercent=0,cput=00:00:00,mem=0kb,ncpus=8,vmem=0kb,walltime=00:00:00


43 changes: 43 additions & 0 deletions ShuffleNetV2_CIFAR10_10.txt
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Step: 341ms | Tot: 16s476ms | Loss: 1.857 | Acc: 28.912% (14456/50000) 391/391
Step: 15ms | Tot: 1s618ms | Loss: 1.610 | Acc: 40.040% (4004/10000) 100/100
Step: 44ms | Tot: 16s645ms | Loss: 1.481 | Acc: 45.200% (22600/50000) 391/391
Step: 16ms | Tot: 1s595ms | Loss: 1.347 | Acc: 50.600% (5060/10000) 100/100
Step: 42ms | Tot: 16s486ms | Loss: 1.275 | Acc: 53.754% (26877/50000) 391/391
Step: 15ms | Tot: 1s648ms | Loss: 1.206 | Acc: 56.500% (5650/10000) 100/100
Step: 40ms | Tot: 16s424ms | Loss: 1.110 | Acc: 59.984% (29992/50000) 391/391
Step: 15ms | Tot: 1s607ms | Loss: 1.076 | Acc: 61.740% (6174/10000) 100/100
Step: 43ms | Tot: 16s600ms | Loss: 0.979 | Acc: 65.034% (32517/50000) 391/391
Step: 15ms | Tot: 1s610ms | Loss: 0.864 | Acc: 69.380% (6938/10000) 100/100
Step: 40ms | Tot: 15s994ms | Loss: 0.871 | Acc: 69.306% (34653/50000) 391/391
Step: 16ms | Tot: 1s682ms | Loss: 0.853 | Acc: 70.590% (7059/10000) 100/100
Step: 41ms | Tot: 16s609ms | Loss: 0.781 | Acc: 72.490% (36245/50000) 391/391
Step: 15ms | Tot: 1s599ms | Loss: 0.741 | Acc: 74.130% (7413/10000) 100/100
Step: 39ms | Tot: 16s475ms | Loss: 0.725 | Acc: 74.726% (37363/50000) 391/391
Step: 15ms | Tot: 1s644ms | Loss: 0.741 | Acc: 74.220% (7422/10000) 100/100
Step: 41ms | Tot: 16s508ms | Loss: 0.668 | Acc: 76.736% (38368/50000) 391/391
Step: 16ms | Tot: 1s685ms | Loss: 0.670 | Acc: 76.990% (7699/10000) 100/100
Step: 42ms | Tot: 16s539ms | Loss: 0.629 | Acc: 78.240% (39120/50000) 391/391
Step: 16ms | Tot: 1s649ms | Loss: 0.608 | Acc: 79.190% (7919/10000) 100/100

Training + Testing time = 3.1768731474876404 minutes Step: 326ms | Tot: 16s544ms | Loss: 1.907 | Acc: 26.338% (13169/50000) 391/391
Step: 15ms | Tot: 1s698ms | Loss: 1.607 | Acc: 39.590% (3959/10000) 100/100
Step: 45ms | Tot: 17s104ms | Loss: 1.517 | Acc: 43.326% (21663/50000) 391/391
Step: 16ms | Tot: 1s632ms | Loss: 1.371 | Acc: 49.700% (4970/10000) 100/100
Step: 46ms | Tot: 16s215ms | Loss: 1.266 | Acc: 53.868% (26934/50000) 391/391
Step: 15ms | Tot: 1s582ms | Loss: 1.124 | Acc: 58.550% (5855/10000) 100/100
Step: 41ms | Tot: 16s507ms | Loss: 1.104 | Acc: 60.212% (30106/50000) 391/391
Step: 15ms | Tot: 1s670ms | Loss: 1.000 | Acc: 63.820% (6382/10000) 100/100
Step: 43ms | Tot: 16s659ms | Loss: 0.971 | Acc: 65.162% (32581/50000) 391/391
Step: 16ms | Tot: 1s616ms | Loss: 0.885 | Acc: 68.550% (6855/10000) 100/100
Step: 45ms | Tot: 16s553ms | Loss: 0.874 | Acc: 68.936% (34468/50000) 391/391
Step: 15ms | Tot: 1s659ms | Loss: 0.832 | Acc: 70.740% (7074/10000) 100/100
Step: 41ms | Tot: 16s562ms | Loss: 0.783 | Acc: 72.348% (36174/50000) 391/391
Step: 15ms | Tot: 1s626ms | Loss: 0.742 | Acc: 74.290% (7429/10000) 100/100
Step: 44ms | Tot: 16s624ms | Loss: 0.716 | Acc: 74.918% (37459/50000) 391/391
Step: 16ms | Tot: 1s638ms | Loss: 0.672 | Acc: 76.660% (7666/10000) 100/100
Step: 40ms | Tot: 16s626ms | Loss: 0.664 | Acc: 76.846% (38423/50000) 391/391
Step: 15ms | Tot: 1s677ms | Loss: 0.683 | Acc: 76.600% (7660/10000) 100/100
Step: 42ms | Tot: 16s802ms | Loss: 0.619 | Acc: 78.452% (39226/50000) 391/391
Step: 15ms | Tot: 1s637ms | Loss: 0.602 | Acc: 79.460% (7946/10000) 100/100

Training + Testing time = 3.2073554515838625 minutes
Binary file added __pycache__/utils.cpython-36.pyc
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2 changes: 2 additions & 0 deletions gpu_run.e7622656
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/home/rbhanda/.conda/envs/roshan/lib/python3.6/site-packages/torch/nn/functional.py:1332: UserWarning: nn.functional.sigmoid is deprecated. Use torch.sigmoid instead.
warnings.warn("nn.functional.sigmoid is deprecated. Use torch.sigmoid instead.")
44 changes: 44 additions & 0 deletions gpu_run.o7622656
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13 changes: 13 additions & 0 deletions gpu_run.pbs
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#!/bin/sh

#PBS -N gpu_run
#PBS -l select=1:ncpus=8:mem=128gb:ngpus=1:gpu_model=v100,walltime=48:00:00

module add anaconda3/5.1.0
module add cuda-toolkit/9.0.176
module add cuDNN/9.0v7.3.0
source activate roshan

cd /home/rbhanda/roshan/pytorch-cifar/
python main.py --lr=0.01

3 changes: 3 additions & 0 deletions info.txt
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ShuffleNetV2 CIFAR10 128 100 1
DPN92 CIFAR10 128 100 1
SENet18 CIFAR10 128 100 1
7 changes: 7 additions & 0 deletions info.txt.orig
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<<<<<<< HEAD
ShuffleNetV2 CIFAR10 128 100 40
=======
ShuffleNetV2 CIFAR10 128 100 1
DPN92 CIFAR10 128 100 1
SENet18 CIFAR10 128 100 1
>>>>>>> c5cdf5d90f46ce0a5e4d3d4ef31740f46740d28b
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