From dcdfb42cbc918dd8cf39f8bed4dfd3679587e291 Mon Sep 17 00:00:00 2001
From: Alex Lee <alexleegk@gmail.com>
Date: Wed, 23 Jan 2019 12:41:01 -0800
Subject: [PATCH] Update hparams json files.

---
 .../bair/ours_deterministic_l1/model_hparams.json  | 14 --------------
 .../bair/ours_deterministic_l2/model_hparams.json  | 14 --------------
 hparams/bair/ours_gan/model_hparams.json           | 13 -------------
 hparams/bair/ours_savp/model_hparams.json          | 12 ------------
 hparams/bair/ours_vae_l1/model_hparams.json        | 12 ------------
 hparams/bair/ours_vae_l2/model_hparams.json        | 12 ------------
 hparams/bair/sna_l1/model_hparams.json             | 12 ------------
 hparams/bair/sna_l2/model_hparams.json             | 12 ------------
 hparams/bair/sv2p_time_variant/model_hparams.json  | 12 ------------
 .../ours_deterministic_l1/model_hparams.json       |  3 +--
 .../ours_deterministic_l2/model_hparams.json       |  3 +--
 .../bair_action_free/ours_gan/model_hparams.json   |  7 ++++---
 .../bair_action_free/ours_savp/model_hparams.json  |  8 +++++---
 .../ours_vae_l2/model_hparams.json                 | 12 ------------
 .../sv2p_time_invariant/model_hparams.json         |  2 +-
 .../kth/ours_deterministic_l1/model_hparams.json   |  3 +--
 .../kth/ours_deterministic_l2/model_hparams.json   |  3 +--
 hparams/kth/ours_gan/model_hparams.json            |  6 ++++--
 hparams/kth/ours_savp/model_hparams.json           | 11 +++++++----
 hparams/kth/ours_vae_l1/model_hparams.json         |  3 ++-
 hparams/kth/sv2p_time_invariant/model_hparams.json | 12 ------------
 hparams/kth/sv2p_time_variant/model_hparams.json   | 12 ------------
 22 files changed, 27 insertions(+), 171 deletions(-)
 delete mode 100644 hparams/bair/ours_deterministic_l1/model_hparams.json
 delete mode 100644 hparams/bair/ours_deterministic_l2/model_hparams.json
 delete mode 100644 hparams/bair/ours_gan/model_hparams.json
 delete mode 100644 hparams/bair/ours_savp/model_hparams.json
 delete mode 100644 hparams/bair/ours_vae_l1/model_hparams.json
 delete mode 100644 hparams/bair/ours_vae_l2/model_hparams.json
 delete mode 100644 hparams/bair/sna_l1/model_hparams.json
 delete mode 100644 hparams/bair/sna_l2/model_hparams.json
 delete mode 100644 hparams/bair/sv2p_time_variant/model_hparams.json
 delete mode 100644 hparams/bair_action_free/ours_vae_l2/model_hparams.json
 delete mode 100644 hparams/kth/sv2p_time_invariant/model_hparams.json
 delete mode 100644 hparams/kth/sv2p_time_variant/model_hparams.json

diff --git a/hparams/bair/ours_deterministic_l1/model_hparams.json b/hparams/bair/ours_deterministic_l1/model_hparams.json
deleted file mode 100644
index 25fb9307..00000000
--- a/hparams/bair/ours_deterministic_l1/model_hparams.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 1.0,
-    "l2_weight": 0.0,
-    "kl_weight": 0.0,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0001,
-    "nz": 0,
-    "e_net": "none"
-}
\ No newline at end of file
diff --git a/hparams/bair/ours_deterministic_l2/model_hparams.json b/hparams/bair/ours_deterministic_l2/model_hparams.json
deleted file mode 100644
index 6d6145e5..00000000
--- a/hparams/bair/ours_deterministic_l2/model_hparams.json
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 0.0,
-    "l2_weight": 1.0,
-    "kl_weight": 0.0,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0001,
-    "nz": 0,
-    "e_net": "none"
-}
\ No newline at end of file
diff --git a/hparams/bair/ours_gan/model_hparams.json b/hparams/bair/ours_gan/model_hparams.json
deleted file mode 100644
index 8631fa25..00000000
--- a/hparams/bair/ours_gan/model_hparams.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
-    "batch_size": 16,
-    "lr": 0.0002,
-    "beta1": 0.5,
-    "beta2": 0.999,
-    "l1_weight": 100.0,
-    "l2_weight": 0.0,
-    "kl_weight": 0.0,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 1.0,
-    "state_weight": 0.001,
-    "e_net": "none"
-}
\ No newline at end of file
diff --git a/hparams/bair/ours_savp/model_hparams.json b/hparams/bair/ours_savp/model_hparams.json
deleted file mode 100644
index 5295839d..00000000
--- a/hparams/bair/ours_savp/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 16,
-    "lr": 0.0002,
-    "beta1": 0.5,
-    "beta2": 0.999,
-    "l1_weight": 100.0,
-    "l2_weight": 0.0,
-    "kl_weight": 0.1,
-    "video_sn_vae_gan_weight": 1.0,
-    "video_sn_gan_weight": 1.0,
-    "state_weight": 0.001
-}
\ No newline at end of file
diff --git a/hparams/bair/ours_vae_l1/model_hparams.json b/hparams/bair/ours_vae_l1/model_hparams.json
deleted file mode 100644
index 0536e4f4..00000000
--- a/hparams/bair/ours_vae_l1/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 1.0,
-    "l2_weight": 0.0,
-    "kl_weight": 0.001,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0001
-}
\ No newline at end of file
diff --git a/hparams/bair/ours_vae_l2/model_hparams.json b/hparams/bair/ours_vae_l2/model_hparams.json
deleted file mode 100644
index 1b4fd290..00000000
--- a/hparams/bair/ours_vae_l2/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 0.0,
-    "l2_weight": 1.0,
-    "kl_weight": 0.001,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0001
-}
\ No newline at end of file
diff --git a/hparams/bair/sna_l1/model_hparams.json b/hparams/bair/sna_l1/model_hparams.json
deleted file mode 100644
index f32b4e7b..00000000
--- a/hparams/bair/sna_l1/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 1.0,
-    "l2_weight": 0.0,
-    "kl_weight": 0.0,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0001
-}
\ No newline at end of file
diff --git a/hparams/bair/sna_l2/model_hparams.json b/hparams/bair/sna_l2/model_hparams.json
deleted file mode 100644
index 992882e5..00000000
--- a/hparams/bair/sna_l2/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 0.0,
-    "l2_weight": 1.0,
-    "kl_weight": 0.0,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0001
-}
\ No newline at end of file
diff --git a/hparams/bair/sv2p_time_variant/model_hparams.json b/hparams/bair/sv2p_time_variant/model_hparams.json
deleted file mode 100644
index 9a10efc2..00000000
--- a/hparams/bair/sv2p_time_variant/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 0.0,
-    "l2_weight": 1.0,
-    "kl_weight": 0.008,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0001
-}
\ No newline at end of file
diff --git a/hparams/bair_action_free/ours_deterministic_l1/model_hparams.json b/hparams/bair_action_free/ours_deterministic_l1/model_hparams.json
index a499cd54..4a1b23ed 100644
--- a/hparams/bair_action_free/ours_deterministic_l1/model_hparams.json
+++ b/hparams/bair_action_free/ours_deterministic_l1/model_hparams.json
@@ -9,6 +9,5 @@
     "video_sn_vae_gan_weight": 0.0,
     "video_sn_gan_weight": 0.0,
     "state_weight": 0.0,
-    "nz": 0,
-    "e_net": "none"
+    "nz": 0
 }
\ No newline at end of file
diff --git a/hparams/bair_action_free/ours_deterministic_l2/model_hparams.json b/hparams/bair_action_free/ours_deterministic_l2/model_hparams.json
index b961c647..31e7152a 100644
--- a/hparams/bair_action_free/ours_deterministic_l2/model_hparams.json
+++ b/hparams/bair_action_free/ours_deterministic_l2/model_hparams.json
@@ -9,6 +9,5 @@
     "video_sn_vae_gan_weight": 0.0,
     "video_sn_gan_weight": 0.0,
     "state_weight": 0.0,
-    "nz": 0,
-    "e_net": "none"
+    "nz": 0
 }
\ No newline at end of file
diff --git a/hparams/bair_action_free/ours_gan/model_hparams.json b/hparams/bair_action_free/ours_gan/model_hparams.json
index 9874d3ee..38837822 100644
--- a/hparams/bair_action_free/ours_gan/model_hparams.json
+++ b/hparams/bair_action_free/ours_gan/model_hparams.json
@@ -7,7 +7,8 @@
     "l2_weight": 0.0,
     "kl_weight": 0.0,
     "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 1.0,
-    "state_weight": 0.0,
-    "e_net": "none"
+    "video_sn_gan_weight": 0.1,
+    "vae_gan_feature_cdist_weight": 0.0,
+    "gan_feature_cdist_weight": 10.0,
+    "state_weight": 0.0
 }
\ No newline at end of file
diff --git a/hparams/bair_action_free/ours_savp/model_hparams.json b/hparams/bair_action_free/ours_savp/model_hparams.json
index 95c70ceb..a6eea83a 100644
--- a/hparams/bair_action_free/ours_savp/model_hparams.json
+++ b/hparams/bair_action_free/ours_savp/model_hparams.json
@@ -5,8 +5,10 @@
     "beta2": 0.999,
     "l1_weight": 100.0,
     "l2_weight": 0.0,
-    "kl_weight": 0.1,
-    "video_sn_vae_gan_weight": 1.0,
-    "video_sn_gan_weight": 1.0,
+    "kl_weight": 1.0,
+    "video_sn_vae_gan_weight": 0.1,
+    "video_sn_gan_weight": 0.1,
+    "vae_gan_feature_cdist_weight": 10.0,
+    "gan_feature_cdist_weight": 0.0,
     "state_weight": 0.0
 }
\ No newline at end of file
diff --git a/hparams/bair_action_free/ours_vae_l2/model_hparams.json b/hparams/bair_action_free/ours_vae_l2/model_hparams.json
deleted file mode 100644
index 4fddf0ee..00000000
--- a/hparams/bair_action_free/ours_vae_l2/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 32,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 0.0,
-    "l2_weight": 1.0,
-    "kl_weight": 0.001,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0
-}
\ No newline at end of file
diff --git a/hparams/bair_action_free/sv2p_time_invariant/model_hparams.json b/hparams/bair_action_free/sv2p_time_invariant/model_hparams.json
index 329acdf7..4fddf0ee 100644
--- a/hparams/bair_action_free/sv2p_time_invariant/model_hparams.json
+++ b/hparams/bair_action_free/sv2p_time_invariant/model_hparams.json
@@ -5,7 +5,7 @@
     "beta2": 0.999,
     "l1_weight": 0.0,
     "l2_weight": 1.0,
-    "kl_weight": 0.008,
+    "kl_weight": 0.001,
     "video_sn_vae_gan_weight": 0.0,
     "video_sn_gan_weight": 0.0,
     "state_weight": 0.0
diff --git a/hparams/kth/ours_deterministic_l1/model_hparams.json b/hparams/kth/ours_deterministic_l1/model_hparams.json
index a499cd54..4a1b23ed 100644
--- a/hparams/kth/ours_deterministic_l1/model_hparams.json
+++ b/hparams/kth/ours_deterministic_l1/model_hparams.json
@@ -9,6 +9,5 @@
     "video_sn_vae_gan_weight": 0.0,
     "video_sn_gan_weight": 0.0,
     "state_weight": 0.0,
-    "nz": 0,
-    "e_net": "none"
+    "nz": 0
 }
\ No newline at end of file
diff --git a/hparams/kth/ours_deterministic_l2/model_hparams.json b/hparams/kth/ours_deterministic_l2/model_hparams.json
index b961c647..31e7152a 100644
--- a/hparams/kth/ours_deterministic_l2/model_hparams.json
+++ b/hparams/kth/ours_deterministic_l2/model_hparams.json
@@ -9,6 +9,5 @@
     "video_sn_vae_gan_weight": 0.0,
     "video_sn_gan_weight": 0.0,
     "state_weight": 0.0,
-    "nz": 0,
-    "e_net": "none"
+    "nz": 0
 }
\ No newline at end of file
diff --git a/hparams/kth/ours_gan/model_hparams.json b/hparams/kth/ours_gan/model_hparams.json
index 9874d3ee..3d14b63e 100644
--- a/hparams/kth/ours_gan/model_hparams.json
+++ b/hparams/kth/ours_gan/model_hparams.json
@@ -7,7 +7,9 @@
     "l2_weight": 0.0,
     "kl_weight": 0.0,
     "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 1.0,
+    "video_sn_gan_weight": 0.1,
+    "vae_gan_feature_cdist_weight": 0.0,
+    "gan_feature_cdist_weight": 10.0,
     "state_weight": 0.0,
-    "e_net": "none"
+    "nz": 32
 }
\ No newline at end of file
diff --git a/hparams/kth/ours_savp/model_hparams.json b/hparams/kth/ours_savp/model_hparams.json
index 7638a1ca..5eaa29c8 100644
--- a/hparams/kth/ours_savp/model_hparams.json
+++ b/hparams/kth/ours_savp/model_hparams.json
@@ -5,8 +5,11 @@
     "beta2": 0.999,
     "l1_weight": 100.0,
     "l2_weight": 0.0,
-    "kl_weight": 0.001,
-    "video_sn_vae_gan_weight": 1.0,
-    "video_sn_gan_weight": 1.0,
-    "state_weight": 0.0
+    "kl_weight": 0.01,
+    "video_sn_vae_gan_weight": 0.1,
+    "video_sn_gan_weight": 0.1,
+    "vae_gan_feature_cdist_weight": 10.0,
+    "gan_feature_cdist_weight": 0.0,
+    "state_weight": 0.0,
+    "nz": 32
 }
\ No newline at end of file
diff --git a/hparams/kth/ours_vae_l1/model_hparams.json b/hparams/kth/ours_vae_l1/model_hparams.json
index efef6a00..dee3ce9f 100644
--- a/hparams/kth/ours_vae_l1/model_hparams.json
+++ b/hparams/kth/ours_vae_l1/model_hparams.json
@@ -8,5 +8,6 @@
     "kl_weight": 1e-05,
     "video_sn_vae_gan_weight": 0.0,
     "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0
+    "state_weight": 0.0,
+    "nz": 32
 }
\ No newline at end of file
diff --git a/hparams/kth/sv2p_time_invariant/model_hparams.json b/hparams/kth/sv2p_time_invariant/model_hparams.json
deleted file mode 100644
index f1273998..00000000
--- a/hparams/kth/sv2p_time_invariant/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 16,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 0.0,
-    "l2_weight": 1.0,
-    "kl_weight": 0.008,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0
-}
\ No newline at end of file
diff --git a/hparams/kth/sv2p_time_variant/model_hparams.json b/hparams/kth/sv2p_time_variant/model_hparams.json
deleted file mode 100644
index f1273998..00000000
--- a/hparams/kth/sv2p_time_variant/model_hparams.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "batch_size": 16,
-    "lr": 0.001,
-    "beta1": 0.9,
-    "beta2": 0.999,
-    "l1_weight": 0.0,
-    "l2_weight": 1.0,
-    "kl_weight": 0.008,
-    "video_sn_vae_gan_weight": 0.0,
-    "video_sn_gan_weight": 0.0,
-    "state_weight": 0.0
-}
\ No newline at end of file
-- 
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