From 9054cf9b0c327a5077fd0793abe178f400da3315 Mon Sep 17 00:00:00 2001
From: tingchunw <tingchunw@nvidia.com>
Date: Mon, 4 Dec 2017 16:52:46 -0800
Subject: first commit

---
 scripts/test_1024p.sh           | 3 +++
 scripts/test_1024p_feat.sh      | 5 +++++
 scripts/test_512p.sh            | 3 +++
 scripts/test_512p_feat.sh       | 5 +++++
 scripts/train_1024p_12G.sh      | 4 ++++
 scripts/train_1024p_24G.sh      | 4 ++++
 scripts/train_1024p_feat_12G.sh | 6 ++++++
 scripts/train_1024p_feat_24G.sh | 6 ++++++
 scripts/train_512p.sh           | 2 ++
 scripts/train_512p_feat.sh      | 2 ++
 scripts/train_512p_multigpu.sh  | 2 ++
 11 files changed, 42 insertions(+)
 create mode 100755 scripts/test_1024p.sh
 create mode 100755 scripts/test_1024p_feat.sh
 create mode 100755 scripts/test_512p.sh
 create mode 100755 scripts/test_512p_feat.sh
 create mode 100755 scripts/train_1024p_12G.sh
 create mode 100755 scripts/train_1024p_24G.sh
 create mode 100755 scripts/train_1024p_feat_12G.sh
 create mode 100755 scripts/train_1024p_feat_24G.sh
 create mode 100755 scripts/train_512p.sh
 create mode 100755 scripts/train_512p_feat.sh
 create mode 100755 scripts/train_512p_multigpu.sh

(limited to 'scripts')

diff --git a/scripts/test_1024p.sh b/scripts/test_1024p.sh
new file mode 100755
index 0000000..99c1e24
--- /dev/null
+++ b/scripts/test_1024p.sh
@@ -0,0 +1,3 @@
+################################ Testing ################################
+# labels only
+python test.py --name label2city_1024p --netG local --ngf 32 --resize_or_crop none
\ No newline at end of file
diff --git a/scripts/test_1024p_feat.sh b/scripts/test_1024p_feat.sh
new file mode 100755
index 0000000..2f4ba17
--- /dev/null
+++ b/scripts/test_1024p_feat.sh
@@ -0,0 +1,5 @@
+################################ Testing ################################
+# first precompute and cluster all features
+python encode_features.py --name label2city_1024p_feat --netG local --ngf 32 --resize_or_crop none;
+# use instance-wise features
+python test.py --name label2city_1024p_feat ---netG local --ngf 32 --resize_or_crop none --instance_feat
\ No newline at end of file
diff --git a/scripts/test_512p.sh b/scripts/test_512p.sh
new file mode 100755
index 0000000..3131043
--- /dev/null
+++ b/scripts/test_512p.sh
@@ -0,0 +1,3 @@
+################################ Testing ################################
+# labels only
+python test.py --name label2city_512p
\ No newline at end of file
diff --git a/scripts/test_512p_feat.sh b/scripts/test_512p_feat.sh
new file mode 100755
index 0000000..8f25e9c
--- /dev/null
+++ b/scripts/test_512p_feat.sh
@@ -0,0 +1,5 @@
+################################ Testing ################################
+# first precompute and cluster all features
+python encode_features.py --name label2city_512p_feat;
+# use instance-wise features
+python test.py --name label2city_512p_feat --instance_feat
\ No newline at end of file
diff --git a/scripts/train_1024p_12G.sh b/scripts/train_1024p_12G.sh
new file mode 100755
index 0000000..d5ea7d7
--- /dev/null
+++ b/scripts/train_1024p_12G.sh
@@ -0,0 +1,4 @@
+############## To train images at 2048 x 1024 resolution after training 1024 x 512 resolution models #############
+##### Using GPUs with 12G memory (not tested)
+# Using labels only
+python train.py --name label2city_1024p --netG local --ngf 32 --num_D 3 --load_pretrain checkpoints/label2city_512p/ --niter_fix_global 20 --resize_or_crop crop --fineSize 1024
\ No newline at end of file
diff --git a/scripts/train_1024p_24G.sh b/scripts/train_1024p_24G.sh
new file mode 100755
index 0000000..88e58f7
--- /dev/null
+++ b/scripts/train_1024p_24G.sh
@@ -0,0 +1,4 @@
+############## To train images at 2048 x 1024 resolution after training 1024 x 512 resolution models #############
+######## Using GPUs with 24G memory
+# Using labels only
+python train.py --name label2city_1024p --netG local --ngf 32 --num_D 3 --load_pretrain checkpoints/label2city_512p/ --niter 50 --niter_decay 50 --niter_fix_global 10 --resize_or_crop none
\ No newline at end of file
diff --git a/scripts/train_1024p_feat_12G.sh b/scripts/train_1024p_feat_12G.sh
new file mode 100755
index 0000000..f8e3d61
--- /dev/null
+++ b/scripts/train_1024p_feat_12G.sh
@@ -0,0 +1,6 @@
+############## To train images at 2048 x 1024 resolution after training 1024 x 512 resolution models #############
+##### Using GPUs with 12G memory (not tested)
+# First precompute feature maps and save them
+python precompute_feature_maps.py --name label2city_512p_feat;
+# Adding instances and encoded features
+python train.py --name label2city_1024p_feat --netG local --ngf 32 --num_D 3 --load_pretrain checkpoints/label2city_512p_feat/ --niter_fix_global 20 --resize_or_crop crop --fineSize 896 --instance_feat --load_features
\ No newline at end of file
diff --git a/scripts/train_1024p_feat_24G.sh b/scripts/train_1024p_feat_24G.sh
new file mode 100755
index 0000000..399d720
--- /dev/null
+++ b/scripts/train_1024p_feat_24G.sh
@@ -0,0 +1,6 @@
+############## To train images at 2048 x 1024 resolution after training 1024 x 512 resolution models #############
+######## Using GPUs with 24G memory
+# First precompute feature maps and save them
+python precompute_feature_maps.py --name label2city_512p_feat;
+# Adding instances and encoded features
+python train.py --name label2city_1024p_feat --netG local --ngf 32 --num_D 3 --load_pretrain checkpoints/label2city_512p_feat/ --niter 50 --niter_decay 50 --niter_fix_global 10 --resize_or_crop none --instance_feat --load_features
\ No newline at end of file
diff --git a/scripts/train_512p.sh b/scripts/train_512p.sh
new file mode 100755
index 0000000..222c348
--- /dev/null
+++ b/scripts/train_512p.sh
@@ -0,0 +1,2 @@
+### Using labels only
+python train.py --name label2city_512p
\ No newline at end of file
diff --git a/scripts/train_512p_feat.sh b/scripts/train_512p_feat.sh
new file mode 100755
index 0000000..9d4859c
--- /dev/null
+++ b/scripts/train_512p_feat.sh
@@ -0,0 +1,2 @@
+### Adding instances and encoded features
+python train.py --name label2city_512p_feat --instance_feat
\ No newline at end of file
diff --git a/scripts/train_512p_multigpu.sh b/scripts/train_512p_multigpu.sh
new file mode 100755
index 0000000..16f0a1a
--- /dev/null
+++ b/scripts/train_512p_multigpu.sh
@@ -0,0 +1,2 @@
+######## Multi-GPU training example #######
+python train.py --name label2city_512p --batchSize 8 --gpu_ids 0,1,2,3,4,5,6,7
\ No newline at end of file
-- 
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