From 162dde258f8771b5aecfaaff81d14e2c7d208edc Mon Sep 17 00:00:00 2001 From: Yury Hayeu Date: Sat, 4 May 2024 15:58:26 +0200 Subject: [PATCH] Fixes --- .../1/templates/0/global/model.yml | 38 +++++------------ .../experiments/1/templates/0/local/model.yml | 38 +++++------------ .../1/templates/2/custom/model.yml | 38 +++++------------ .../experiments/1/templates/2/djsp/model.yml | 38 +++++------------ .../1/templates/2/hierarchical/model.yml | 38 +++++------------ .../experiments/1/templates/2/vpt/model.yml | 38 +++++------------ .../experiments/1/templates/3/gat/model.yml | 38 +++++------------ .../experiments/1/templates/3/gcn/model.yml | 36 ++++------------ .../experiments/1/templates/3/gin/model.yml | 38 +++++------------ .../experiments/1/templates/3/sage/model.yml | 38 +++++------------ .../2/templates/0/global/model.yml | 38 +++++------------ .../experiments/2/templates/0/local/model.yml | 28 +++---------- .../2/templates/2/custom/model.yml | 28 +++---------- .../experiments/2/templates/2/djsp/model.yml | 28 +++---------- .../2/templates/2/hierarchical/model.yml | 38 +++++------------ .../experiments/2/templates/2/vpt/model.yml | 28 +++---------- .../experiments/2/templates/3/gat/model.yml | 37 +++++------------ .../experiments/2/templates/3/gcn/model.yml | 41 ++++++------------- .../experiments/2/templates/3/gin/model.yml | 38 +++++------------ .../experiments/2/templates/3/sage/model.yml | 38 +++++------------ .../experiments/2/templates/4/add/model.yml | 38 +++++------------ .../experiments/2/templates/4/max/model.yml | 38 +++++------------ .../experiments/2/templates/4/mean/model.yml | 38 +++++------------ .../3/templates/0/global/model.yml | 38 +++++------------ .../experiments/3/templates/0/local/model.yml | 37 +++++------------ .../3/templates/2/custom/model.yml | 38 +++++------------ .../experiments/3/templates/2/djsp/model.yml | 38 +++++------------ .../3/templates/2/hierarchical/model.yml | 38 +++++------------ .../experiments/3/templates/2/vpt/model.yml | 39 +++++------------- .../experiments/3/templates/3/gat/model.yml | 38 +++++------------ .../experiments/3/templates/3/gcn/model.yml | 39 ++++-------------- .../experiments/3/templates/3/gin/model.yml | 38 +++++------------ .../experiments/3/templates/3/sage/model.yml | 38 +++++------------ .../experiments/3/templates/4/add/model.yml | 36 +++++----------- .../experiments/3/templates/4/max/model.yml | 25 ++++++----- .../experiments/3/templates/4/mean/model.yml | 38 +++++------------ 36 files changed, 342 insertions(+), 972 deletions(-) diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/0/global/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/0/global/model.yml index 9359134..86673cd 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/0/global/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/0/global/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -77,12 +60,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/0/local/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/0/local/model.yml index acf9e96..06747cd 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/0/local/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/0/local/model.yml @@ -10,19 +10,19 @@ layers: # in_channels: -1 - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -31,26 +31,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -62,19 +45,19 @@ layers: # in_channels: -1 - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -83,12 +66,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/custom/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/custom/model.yml index 9359134..86673cd 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/custom/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/custom/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -77,12 +60,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/djsp/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/djsp/model.yml index 9359134..86673cd 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/djsp/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/djsp/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -77,12 +60,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/hierarchical/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/hierarchical/model.yml index 9359134..86673cd 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/hierarchical/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/hierarchical/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -77,12 +60,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/vpt/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/vpt/model.yml index 9359134..86673cd 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/vpt/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/2/vpt/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -77,12 +60,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gat/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gat/model.yml index dc52892..1f31f83 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gat/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gat/model.yml @@ -8,21 +8,21 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gat' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 v2: True heads: 2 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -31,26 +31,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -59,21 +42,21 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gat' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 v2: True heads: 2 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -82,12 +65,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gcn/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gcn/model.yml index f05a58c..9147871 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gcn/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gcn/model.yml @@ -9,21 +9,21 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gcn' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 # normalize: True improved: True jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -32,26 +32,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'tanh' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'tanh' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'tanh' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -61,9 +44,9 @@ layers: - kind: 'gcn' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 # normalize: True improved: True jk: 'cat' @@ -73,18 +56,17 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'tanh' signature: 'values_hidden -> values_hidden' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'tanh' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actions: 'actions_hidden' actor_value: 'actions_value' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gin/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gin/model.yml index 9359134..86673cd 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gin/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/gin/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -77,12 +60,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/sage/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/sage/model.yml index 920a5fe..6666f0f 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/sage/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/1/templates/3/sage/model.yml @@ -8,20 +8,20 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'sage' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 2 - hidden_channels: 256 + hidden_channels: 64 normalize: True jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -30,26 +30,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -58,20 +41,20 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'sage' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 2 - hidden_channels: 256 + hidden_channels: 64 normalize: True jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -80,12 +63,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/0/global/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/0/global/model.yml index 0cee2c2..94eb0c4 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/0/global/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/0/global/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -80,12 +63,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/0/local/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/0/local/model.yml index 80f5b19..80f025a 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/0/local/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/0/local/model.yml @@ -10,19 +10,19 @@ layers: # in_channels: -1 - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -31,26 +31,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -93,5 +76,4 @@ layers: - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/custom/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/custom/model.yml index 5fccd08..8811d63 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/custom/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/custom/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -87,5 +70,4 @@ layers: - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/djsp/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/djsp/model.yml index 5fccd08..8811d63 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/djsp/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/djsp/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -87,5 +70,4 @@ layers: - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/hierarchical/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/hierarchical/model.yml index 5fccd08..8e764e2 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/hierarchical/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/hierarchical/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -80,12 +63,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/vpt/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/vpt/model.yml index 5fccd08..8811d63 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/vpt/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/2/vpt/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -87,5 +70,4 @@ layers: - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gat/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gat/model.yml index fc6875a..1ac4bf6 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gat/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gat/model.yml @@ -8,21 +8,21 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gat' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 v2: True heads: 2 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -31,26 +31,10 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -59,21 +43,21 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gat' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 v2: True heads: 2 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -85,12 +69,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gcn/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gcn/model.yml index 7c48d88..4e3832c 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gcn/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gcn/model.yml @@ -9,21 +9,21 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gcn' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 # normalize: True improved: True jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -32,26 +32,10 @@ layers: - kind: 'linear' parameters: - dim: 128 - activation: 'tanh' + dim: 64 + activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'tanh' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'tanh' - signature: 'actions_hidden -> actions_value' - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -61,9 +45,9 @@ layers: - kind: 'gcn' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 # normalize: True improved: True jk: 'cat' @@ -76,18 +60,17 @@ layers: - kind: 'linear' parameters: - dim: 128 - activation: 'tanh' + dim: 64 + activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'linear' parameters: - dim: 128 - activation: 'tanh' + dim: 64 + activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' actions: 'actions_hidden' - actor_value: 'actions_value' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gin/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gin/model.yml index 5fccd08..8e764e2 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gin/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/gin/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -80,12 +63,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/sage/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/sage/model.yml index 5a14559..9884338 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/sage/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/3/sage/model.yml @@ -8,20 +8,20 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'sage' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 2 - hidden_channels: 128 + hidden_channels: 64 normalize: True jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -30,26 +30,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -58,20 +41,20 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'sage' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 2 - hidden_channels: 256 + hidden_channels: 64 normalize: True jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -83,12 +66,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/add/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/add/model.yml index c7fe5ac..7bbae51 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/add/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/add/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -80,12 +63,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/max/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/max/model.yml index 32ee56f..dc382ae 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/max/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/max/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -80,12 +63,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/mean/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/mean/model.yml index 5fccd08..8e764e2 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/mean/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/2/templates/4/mean/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 128 + out_channels: 64 num_layers: 3 - hidden_channels: 128 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -28,26 +28,9 @@ layers: - kind: 'linear' parameters: - dim: 128 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 128 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -56,19 +39,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -80,12 +63,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/0/global/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/0/global/model.yml index 5ba3e83..cd2bd30 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/0/global/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/0/global/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -31,26 +31,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -59,19 +42,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -83,12 +66,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/0/local/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/0/local/model.yml index 6f137c2..cb784c0 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/0/local/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/0/local/model.yml @@ -10,19 +10,19 @@ layers: # in_channels: -1 - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -35,26 +35,10 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -66,19 +50,19 @@ layers: # in_channels: -1 - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -90,12 +74,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/custom/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/custom/model.yml index 2dee7da..1d03ec9 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/custom/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/custom/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -32,26 +32,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -60,19 +43,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -84,12 +67,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/djsp/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/djsp/model.yml index 2dee7da..1d03ec9 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/djsp/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/djsp/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -32,26 +32,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -60,19 +43,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -84,12 +67,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/hierarchical/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/hierarchical/model.yml index 2dee7da..1d03ec9 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/hierarchical/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/hierarchical/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -32,26 +32,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -60,19 +43,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -84,12 +67,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/vpt/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/vpt/model.yml index 2dee7da..c73534b 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/vpt/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/2/vpt/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'mask' @@ -32,26 +32,10 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' + # Critic @@ -60,19 +44,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -84,12 +68,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gat/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gat/model.yml index 5c82d64..3f2e649 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gat/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gat/model.yml @@ -8,21 +8,21 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gat' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 v2: True heads: 2 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -34,26 +34,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -62,21 +45,21 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gat' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 v2: True heads: 2 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -88,12 +71,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gcn/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gcn/model.yml index fa37b63..829a6e3 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gcn/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gcn/model.yml @@ -9,21 +9,21 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gcn' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 # normalize: True improved: True jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -35,26 +35,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -64,9 +47,9 @@ layers: - kind: 'gcn' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 # normalize: True improved: True jk: 'cat' @@ -79,18 +62,12 @@ layers: - kind: 'linear' parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'values_hidden -> values_hidden' - - kind: 'linear' - parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actions: 'actions_hidden' actor_value: 'actions_value' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gin/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gin/model.yml index 5ba3e83..cd2bd30 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gin/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/gin/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -31,26 +31,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -59,19 +42,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -83,12 +66,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/sage/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/sage/model.yml index c528706..c782706 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/sage/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/3/sage/model.yml @@ -8,20 +8,20 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'sage' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 2 - hidden_channels: 256 + hidden_channels: 64 normalize: True jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -33,26 +33,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -61,20 +44,20 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'sage' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 2 - hidden_channels: 256 + hidden_channels: 64 normalize: True jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' # - kind: 'mask' @@ -87,12 +70,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/add/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/add/model.yml index 2535fcd..6ff2b10 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/add/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/add/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -31,26 +31,10 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -59,19 +43,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -83,7 +67,7 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/max/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/max/model.yml index d222ece..f2f391a 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/max/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/max/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -31,18 +31,18 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_value' @@ -59,19 +59,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -83,12 +83,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden' diff --git a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/mean/model.yml b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/mean/model.yml index 5ba3e83..cd2bd30 100644 --- a/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/mean/model.yml +++ b/diploma_thesis/configuration/experiments/jsp/GRAPH-NN/experiments/3/templates/4/mean/model.yml @@ -7,19 +7,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -31,26 +31,9 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'actions_hidden -> actions_hidden' - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_hidden' - - - kind: 'linear' - parameters: - dim: 256 - activation: 'leaky_relu' - signature: 'actions_hidden -> actions_value' - - - kind: 'linear' - parameters: - dim: 1 - activation: 'none' - signature: 'actions_value -> actions_value' # Critic @@ -59,19 +42,19 @@ layers: layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' - kind: 'gin' parameters: in_channels: -1 - out_channels: 256 + out_channels: 64 num_layers: 3 - hidden_channels: 256 + hidden_channels: 64 jk: 'cat' - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'x -> x' @@ -83,12 +66,11 @@ layers: - kind: 'linear' parameters: - dim: 256 + dim: 64 activation: 'leaky_relu' signature: 'values_hidden -> values_hidden' - kind: 'output' parameters: value: 'values_hidden' - actor_value: 'actions_value' actions: 'actions_hidden'