From 8713821e223b66fa255fe6211697673df8434f84 Mon Sep 17 00:00:00 2001
From: allierc
Date: Wed, 12 Jun 2024 18:16:41 -0400
Subject: [PATCH] update tracking
---
.gitignore | 1 +
GNN_particles_Ntype.py | 2 +-
config/arbitrary_3_tracking.yaml | 55 +++++++++++++
hall_of_fame_2024-06-12_131801.203.csv | 4 -
hall_of_fame_2024-06-12_131801.203.csv.bkup | 4 -
hall_of_fame_2024-06-12_131801.203.pkl | Bin 2730 -> 0 bytes
hall_of_fame_2024-06-12_132058.813.csv | 6 --
hall_of_fame_2024-06-12_132058.813.csv.bkup | 6 --
hall_of_fame_2024-06-12_132058.813.pkl | Bin 87052 -> 0 bytes
hall_of_fame_2024-06-12_132813.045.csv | 9 --
hall_of_fame_2024-06-12_132813.045.csv.bkup | 9 --
hall_of_fame_2024-06-12_132813.045.pkl | Bin 2730 -> 0 bytes
hall_of_fame_2024-06-12_133248.406.csv | 7 --
hall_of_fame_2024-06-12_133248.406.csv.bkup | 7 --
hall_of_fame_2024-06-12_133248.406.pkl | Bin 2730 -> 0 bytes
hall_of_fame_2024-06-12_133530.033.csv | 0
hall_of_fame_2024-06-12_133530.033.csv.bkup | 10 ---
hall_of_fame_2024-06-12_133530.033.pkl | Bin 2730 -> 0 bytes
hall_of_fame_2024-06-12_133828.466.pkl | Bin 2749 -> 0 bytes
hall_of_fame_2024-06-12_133901.030.csv | 7 --
hall_of_fame_2024-06-12_133901.030.csv.bkup | 0
hall_of_fame_2024-06-12_133901.030.pkl | Bin 2763 -> 0 bytes
hall_of_fame_2024-06-12_134405.912.csv | 8 --
hall_of_fame_2024-06-12_134405.912.csv.bkup | 8 --
hall_of_fame_2024-06-12_134405.912.pkl | Bin 2763 -> 0 bytes
hall_of_fame_2024-06-12_134611.221.csv | 7 --
hall_of_fame_2024-06-12_134611.221.csv.bkup | 7 --
hall_of_fame_2024-06-12_134611.221.pkl | Bin 2763 -> 0 bytes
hall_of_fame_2024-06-12_134928.940.csv | 0
hall_of_fame_2024-06-12_134928.940.csv.bkup | 7 --
hall_of_fame_2024-06-12_134928.940.pkl | Bin 2763 -> 0 bytes
hall_of_fame_2024-06-12_135115.739.csv | 10 ---
hall_of_fame_2024-06-12_135115.739.csv.bkup | 10 ---
hall_of_fame_2024-06-12_135115.739.pkl | Bin 147319 -> 0 bytes
src/ParticleGraph/models/graph_trainer.py | 87 +++++++++++++-------
src/ParticleGraph/utils.py | 4 +-
36 files changed, 116 insertions(+), 159 deletions(-)
create mode 100644 config/arbitrary_3_tracking.yaml
delete mode 100644 hall_of_fame_2024-06-12_131801.203.csv
delete mode 100644 hall_of_fame_2024-06-12_131801.203.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_131801.203.pkl
delete mode 100644 hall_of_fame_2024-06-12_132058.813.csv
delete mode 100644 hall_of_fame_2024-06-12_132058.813.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_132058.813.pkl
delete mode 100644 hall_of_fame_2024-06-12_132813.045.csv
delete mode 100644 hall_of_fame_2024-06-12_132813.045.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_132813.045.pkl
delete mode 100644 hall_of_fame_2024-06-12_133248.406.csv
delete mode 100644 hall_of_fame_2024-06-12_133248.406.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_133248.406.pkl
delete mode 100644 hall_of_fame_2024-06-12_133530.033.csv
delete mode 100644 hall_of_fame_2024-06-12_133530.033.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_133530.033.pkl
delete mode 100644 hall_of_fame_2024-06-12_133828.466.pkl
delete mode 100644 hall_of_fame_2024-06-12_133901.030.csv
delete mode 100644 hall_of_fame_2024-06-12_133901.030.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_133901.030.pkl
delete mode 100644 hall_of_fame_2024-06-12_134405.912.csv
delete mode 100644 hall_of_fame_2024-06-12_134405.912.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_134405.912.pkl
delete mode 100644 hall_of_fame_2024-06-12_134611.221.csv
delete mode 100644 hall_of_fame_2024-06-12_134611.221.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_134611.221.pkl
delete mode 100644 hall_of_fame_2024-06-12_134928.940.csv
delete mode 100644 hall_of_fame_2024-06-12_134928.940.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_134928.940.pkl
delete mode 100644 hall_of_fame_2024-06-12_135115.739.csv
delete mode 100644 hall_of_fame_2024-06-12_135115.739.csv.bkup
delete mode 100644 hall_of_fame_2024-06-12_135115.739.pkl
diff --git a/.gitignore b/.gitignore
index 17789bc5..ffa7d224 100644
--- a/.gitignore
+++ b/.gitignore
@@ -24,6 +24,7 @@ archive/*/*
*.ijm
*.svg
*.npz
+*.csv
# Byte-compiled / optimized / DLL files
__pycache__/
diff --git a/GNN_particles_Ntype.py b/GNN_particles_Ntype.py
index 7fbc8feb..4f802426 100644
--- a/GNN_particles_Ntype.py
+++ b/GNN_particles_Ntype.py
@@ -45,7 +45,7 @@
# config_list = ['boids_64_256']
# config_list = ['boids_16_256_test_cell_division_c']
# config_list = ['boids_16_256_division_death_model_2']
- config_list = ['arbitrary_3_no_tracking']
+ config_list = ['arbitrary_3_tracking']
# config_list = ['arbitrary_64']
seed_list = np.arange(10)
diff --git a/config/arbitrary_3_tracking.yaml b/config/arbitrary_3_tracking.yaml
new file mode 100644
index 00000000..90862302
--- /dev/null
+++ b/config/arbitrary_3_tracking.yaml
@@ -0,0 +1,55 @@
+description: 'attraction-repulsion with 3 types particles'
+dataset: 'arbitrary_3'
+
+simulation:
+ params: [[1.6233, 1.0413, 1.6012, 1.5615], [1.7667, 1.8308, 1.0855, 1.9055], [1.7226, 1.7850, 1.0584, 1.8579]]
+ min_radius: 0
+ max_radius: 0.075
+ n_particles: 4800
+ n_particle_types: 3
+ n_interactions: 3
+ n_frames: 250
+ sigma: 0.005
+ delta_t: 0.1
+ dpos_init: 0
+ boundary: 'periodic'
+
+graph_model:
+ particle_model_name: 'PDE_A'
+ mesh_model_name: ''
+ prediction: 'first_derivative'
+ input_size: 5
+ output_size: 3
+ hidden_dim: 128
+ n_mp_layers: 5
+ aggr_type: 'mean'
+ embedding_dim: 2
+ update_type: 'none'
+
+plotting:
+ colormap: 'tab10'
+ arrow_length: 2
+
+training:
+ n_epochs: 10
+ has_no_tracking: True
+ batch_size: 1
+ small_init_batch_size: True
+ n_runs: 2
+ sparsity: 'replace_embedding_function'
+ cluster_method: 'distance_plot'
+ data_augmentation: True
+ data_augmentation_loop: 10
+ fix_cluster_embedding: True
+ learning_rate_start: 1.0E-4
+ learning_rate_end: 5.0E-5
+ learning_rate_embedding_start: 1.0E-4
+ learning_rate_embedding_end: 1.0E-4
+ device: 'auto'
+ coeff_loss1: 1
+ coeff_loss2: 1
+
+
+
+
+
diff --git a/hall_of_fame_2024-06-12_131801.203.csv b/hall_of_fame_2024-06-12_131801.203.csv
deleted file mode 100644
index b2004075..00000000
--- a/hall_of_fame_2024-06-12_131801.203.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-Complexity,Loss,Equation
-1,2.0800021e-10,"5.4415034e-7"
-3,1.4013397e-10,"-0.00031639574 * x0"
-5,1.01693605e-10,"(-0.0015618574 + x2) * x0"
diff --git a/hall_of_fame_2024-06-12_131801.203.csv.bkup b/hall_of_fame_2024-06-12_131801.203.csv.bkup
deleted file mode 100644
index b2004075..00000000
--- a/hall_of_fame_2024-06-12_131801.203.csv.bkup
+++ /dev/null
@@ -1,4 +0,0 @@
-Complexity,Loss,Equation
-1,2.0800021e-10,"5.4415034e-7"
-3,1.4013397e-10,"-0.00031639574 * x0"
-5,1.01693605e-10,"(-0.0015618574 + x2) * x0"
diff --git a/hall_of_fame_2024-06-12_131801.203.pkl b/hall_of_fame_2024-06-12_131801.203.pkl
deleted file mode 100644
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diff --git a/hall_of_fame_2024-06-12_134928.940.csv.bkup b/hall_of_fame_2024-06-12_134928.940.csv.bkup
deleted file mode 100644
index df607f81..00000000
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