Add stream ACT OGB resultsHEAD main

author: Oscar Wan <oscarwan@oriong12.stanford.edu> 2026-06-29 09:33:53 -0700
committer: Oscar Wan <oscarwan@oriong12.stanford.edu> 2026-06-29 09:33:53 -0700
commit: 3f5744ca3803019c9e8e855811b02788a709ab41 (patch)
tree: 9074df69db329ec6a6495b3ab71a94b3760cf532 /runs
parent: 6cb53c3549400f8784982e9cb724b70dbba183b5 (diff)
136 files changed, 6664 insertions, 0 deletions
diff --git a/runs/ogbg-molbace_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..5dbddc8
--- /dev/null
+++ b/runs/ogbg-molbace_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "appnp",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
+  "eval_every": 10,
+  "lr": 0.001,
+  "bs": 128,
+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
+  "q_warmup_epochs": 0,
+  "act_train_mode": "stream",
+  "ema": 0.0,
+  "seed": 0,
+  "num_workers": 0,
+  "max_train_batches": 0,
+  "max_eval_batches": 0,
+  "device": "cuda:0",
+  "metric": "rocauc",
+  "sec": 38.3,
+  "dev": "cuda:0",
+  "ep": 20,
+  "val": {
+    "rocauc": 0.6835164835164835
+  },
+  "val_adaptive": {
+    "rocauc": 0.6549450549450551
+  },
+  "test": {
+    "rocauc": 0.7118761954442705
+  },
+  "test_adaptive": {
+    "rocauc": 0.7328290732046601
+  },
+  "fixed_val_steps": 8.0,
+  "adaptive_val_steps": 2.357615894039735,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.1315789473684212
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..ae5bc4f
--- /dev/null
+++ b/runs/ogbg-molbace_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "arma",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
+  "eval_every": 10,
+  "lr": 0.001,
+  "bs": 128,
+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
+  "q_warmup_epochs": 0,
+  "act_train_mode": "stream",
+  "ema": 0.0,
+  "seed": 0,
+  "num_workers": 0,
+  "max_train_batches": 0,
+  "max_eval_batches": 0,
+  "device": "cuda:0",
+  "metric": "rocauc",
+  "sec": 36.3,
+  "dev": "cuda:0",
+  "ep": 50,
+  "val": {
+    "rocauc": 0.7355311355311356
+  },
+  "val_adaptive": {
+    "rocauc": 0.7347985347985347
+  },
+  "test": {
+    "rocauc": 0.7450878108155102
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+  "test_adaptive": {
+    "rocauc": 0.7645626847504782
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+  "fixed_val_steps": 8.0,
+  "adaptive_val_steps": 4.71523178807947,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 4.375
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..62ad993
--- /dev/null
+++ b/runs/ogbg-molbace_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "cheb",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
+  "eval_every": 10,
+  "lr": 0.001,
+  "bs": 128,
+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
+  "q_warmup_epochs": 0,
+  "act_train_mode": "stream",
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+  "seed": 0,
+  "num_workers": 0,
+  "max_train_batches": 0,
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+  "device": "cuda:0",
+  "metric": "rocauc",
+  "sec": 37.2,
+  "dev": "cuda:0",
+  "ep": 70,
+  "val": {
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+  "val_adaptive": {
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+  "test": {
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+  "adaptive_val_steps": 2.8675496688741724,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.598684210526316
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..2187ffa
--- /dev/null
+++ b/runs/ogbg-molbace_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "film",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
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+  "lr": 0.001,
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+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
+  "q_warmup_epochs": 0,
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+  "sec": 35.3,
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+  "adaptive_steps": 5.256578947368421
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..9f3dced
--- /dev/null
+++ b/runs/ogbg-molbace_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gatv2",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
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+  "compute_layers": 2,
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+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "device": "cuda:0",
+  "metric": "rocauc",
+  "sec": 45.8,
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+  "ep": 40,
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+  "adaptive_steps": 4.006578947368421
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..992eef2
--- /dev/null
+++ b/runs/ogbg-molbace_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gcn",
+  "compute": "rrog-act",
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+  "sec": 33.9,
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..fb8deeb
--- /dev/null
+++ b/runs/ogbg-molbace_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gen",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..e194917
--- /dev/null
+++ b/runs/ogbg-molbace_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gin",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..76f621a
--- /dev/null
+++ b/runs/ogbg-molbace_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gine",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..5023a02
--- /dev/null
+++ b/runs/ogbg-molbace_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphconv",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 4.276315789473684
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..b99cda3
--- /dev/null
+++ b/runs/ogbg-molbace_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..7913df0
--- /dev/null
+++ b/runs/ogbg-molbace_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..639257f
--- /dev/null
+++ b/runs/ogbg-molbace_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "pna",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..53dcf92
--- /dev/null
+++ b/runs/ogbg-molbace_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "resgated",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..67e5a89
--- /dev/null
+++ b/runs/ogbg-molbace_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "sgc",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbace_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..851014a
--- /dev/null
+++ b/runs/ogbg-molbace_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "tag",
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+\ No newline at end of file
diff --git a/runs/ogbg-molbace_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbace_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..1d80a20
--- /dev/null
+++ b/runs/ogbg-molbace_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbace",
+  "tag": "ogbg-molbace_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "transformer",
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+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..b46a244
--- /dev/null
+++ b/runs/ogbg-molbbbp_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
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+  "view": "appnp",
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+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..fe7120a
--- /dev/null
+++ b/runs/ogbg-molbbbp_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "arma",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "ep": 70,
+  "val": {
+    "rocauc": 0.9404560390321618
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+  "val_adaptive": {
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+  "test": {
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+  "fixed_val_steps": 8.0,
+  "adaptive_val_steps": 2.0245098039215685,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.1519607843137254
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..ae93dcd
--- /dev/null
+++ b/runs/ogbg-molbbbp_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "cheb",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_steps": 2.1666666666666665
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..f3e24ce
--- /dev/null
+++ b/runs/ogbg-molbbbp_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "film",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_steps": 3.2058823529411766
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..b485203
--- /dev/null
+++ b/runs/ogbg-molbbbp_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gatv2",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_steps": 2.1372549019607843
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..bd80655
--- /dev/null
+++ b/runs/ogbg-molbbbp_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gcn",
+  "compute": "rrog-act",
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+  "halt_target": "loss",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..098535e
--- /dev/null
+++ b/runs/ogbg-molbbbp_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gen",
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+  "adaptive_steps": 3.7892156862745097
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..1c17af9
--- /dev/null
+++ b/runs/ogbg-molbbbp_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gin",
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+  "adaptive_steps": 4.872549019607843
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+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..5a7c602
--- /dev/null
+++ b/runs/ogbg-molbbbp_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gine",
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+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..6e2f49d
--- /dev/null
+++ b/runs/ogbg-molbbbp_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphconv",
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+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..a0534f9
--- /dev/null
+++ b/runs/ogbg-molbbbp_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
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+  "view": "graphsage",
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+  "fixed_steps": 8.0,
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..f221069
--- /dev/null
+++ b/runs/ogbg-molbbbp_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "mf",
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+  "adaptive_steps": 3.5441176470588234
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..a9791f9
--- /dev/null
+++ b/runs/ogbg-molbbbp_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
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+  "tag": "ogbg-molbbbp_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "pna",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..197b41e
--- /dev/null
+++ b/runs/ogbg-molbbbp_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "resgated",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..c0fc97d
--- /dev/null
+++ b/runs/ogbg-molbbbp_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "sgc",
+  "compute": "rrog-act",
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+  "halt_target": "loss",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..c20a688
--- /dev/null
+++ b/runs/ogbg-molbbbp_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "tag",
+  "compute": "rrog-act",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.6176470588235294
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+\ No newline at end of file
diff --git a/runs/ogbg-molbbbp_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molbbbp_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..4016f9f
--- /dev/null
+++ b/runs/ogbg-molbbbp_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molbbbp",
+  "tag": "ogbg-molbbbp_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "transformer",
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+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..fbc1d3b
--- /dev/null
+++ b/runs/ogbg-molclintox_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "appnp",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..22fa6a2
--- /dev/null
+++ b/runs/ogbg-molclintox_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "arma",
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+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..93e0496
--- /dev/null
+++ b/runs/ogbg-molclintox_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "cheb",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..6777e2e
--- /dev/null
+++ b/runs/ogbg-molclintox_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..673fe03
--- /dev/null
+++ b/runs/ogbg-molclintox_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..011ded7
--- /dev/null
+++ b/runs/ogbg-molclintox_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..2a4d418
--- /dev/null
+++ b/runs/ogbg-molclintox_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..9a23f3d
--- /dev/null
+++ b/runs/ogbg-molclintox_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..a0e4e2a
--- /dev/null
+++ b/runs/ogbg-molclintox_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..f19044a
--- /dev/null
+++ b/runs/ogbg-molclintox_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphconv",
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+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..dbcc610
--- /dev/null
+++ b/runs/ogbg-molclintox_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
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+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..9b5ba68
--- /dev/null
+++ b/runs/ogbg-molclintox_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.5675675675675675
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..86c137d
--- /dev/null
+++ b/runs/ogbg-molclintox_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "pna",
+  "compute": "rrog-act",
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+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "seed": 0,
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+  "device": "cuda:1",
+  "metric": "rocauc",
+  "sec": 43.0,
+  "dev": "cuda:1",
+  "ep": 40,
+  "val": {
+    "rocauc": 0.874143110410716
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+  "val_adaptive": {
+    "rocauc": 0.8983059194326799
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+  "test": {
+    "rocauc": 0.8539203419872797
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+  "test_adaptive": {
+    "rocauc": 0.8613908872901679
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+  "fixed_val_steps": 8.0,
+  "adaptive_val_steps": 2.5337837837837838,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.675675675675676
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..dd54b34
--- /dev/null
+++ b/runs/ogbg-molclintox_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "resgated",
+  "compute": "rrog-act",
+  "T": 1,
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+  "compute_layers": 2,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "sec": 33.7,
+  "dev": "cuda:1",
+  "ep": 40,
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+  "val_adaptive": {
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+  "adaptive_val_steps": 2.1554054054054053,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.2567567567567566
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..360e0bc
--- /dev/null
+++ b/runs/ogbg-molclintox_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "sgc",
+  "compute": "rrog-act",
+  "T": 1,
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+  "hidden": 128,
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+  "compute_layers": 2,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "sec": 32.9,
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+  "ep": 80,
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+  "adaptive_val_steps": 2.310810810810811,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.25
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..b488b39
--- /dev/null
+++ b/runs/ogbg-molclintox_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "tag",
+  "compute": "rrog-act",
+  "T": 1,
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+  "hidden": 128,
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+  "compute_layers": 2,
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+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "sec": 35.5,
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+  "ep": 30,
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+  "val_adaptive": {
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+  "adaptive_val_steps": 2.47972972972973,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.5945945945945947
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molclintox_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molclintox_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..4389deb
--- /dev/null
+++ b/runs/ogbg-molclintox_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molclintox",
+  "tag": "ogbg-molclintox_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "transformer",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
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+  "lr": 0.001,
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+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "max_train_batches": 0,
+  "max_eval_batches": 0,
+  "device": "cuda:1",
+  "metric": "rocauc",
+  "sec": 41.0,
+  "dev": "cuda:1",
+  "ep": 30,
+  "val": {
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+  "val_adaptive": {
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+  "adaptive_val_steps": 2.310810810810811,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.2567567567567566
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..0885895
--- /dev/null
+++ b/runs/ogbg-molesol_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "appnp",
+  "compute": "rrog-act",
+  "T": 1,
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+  "hidden": 128,
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+  "compute_layers": 2,
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+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "device": "cuda:1",
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+  "dev": "cuda:1",
+  "ep": 70,
+  "val": {
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+  "val_adaptive": {
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+  "adaptive_val_steps": 2.743362831858407,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.814159292035398
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..818213d
--- /dev/null
+++ b/runs/ogbg-molesol_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "arma",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_val_steps": 2.4867256637168142,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.575221238938053
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..826de97
--- /dev/null
+++ b/runs/ogbg-molesol_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "cheb",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_steps": 2.601769911504425
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..5af1876
--- /dev/null
+++ b/runs/ogbg-molesol_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "film",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_steps": 3.6106194690265485
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..896ce8b
--- /dev/null
+++ b/runs/ogbg-molesol_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gatv2",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "device": "cuda:1",
+  "metric": "rmse",
+  "sec": 30.2,
+  "dev": "cuda:1",
+  "ep": 90,
+  "val": {
+    "rmse": 0.9842343926429749
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+  "val_adaptive": {
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+  "test": {
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+    "rmse": 0.8805939555168152
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+  "adaptive_val_steps": 2.5929203539823007,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.4867256637168142
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..37245f5
--- /dev/null
+++ b/runs/ogbg-molesol_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gcn",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_val_steps": 2.7876106194690267,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.7168141592920354
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..610ce8f
--- /dev/null
+++ b/runs/ogbg-molesol_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gen",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "sec": 25.3,
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+  "adaptive_val_steps": 2.690265486725664,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.6106194690265485
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..12913d5
--- /dev/null
+++ b/runs/ogbg-molesol_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gin",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_val_steps": 2.8849557522123894,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.982300884955752
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..6ea7888
--- /dev/null
+++ b/runs/ogbg-molesol_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gine",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
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+  "lam_q": 0.1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "device": "cuda:1",
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+  "adaptive_val_steps": 2.5132743362831858,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.8849557522123894
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..e0dd2ba
--- /dev/null
+++ b/runs/ogbg-molesol_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphconv",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.743362831858407
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..eb74c8c
--- /dev/null
+++ b/runs/ogbg-molesol_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphsage",
+  "compute": "rrog-act",
+  "T": 1,
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+  "adaptive_steps": 2.398230088495575
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..05d9465
--- /dev/null
+++ b/runs/ogbg-molesol_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "mf",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..a4f70e0
--- /dev/null
+++ b/runs/ogbg-molesol_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "pna",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..27c5012
--- /dev/null
+++ b/runs/ogbg-molesol_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "resgated",
+  "compute": "rrog-act",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.230088495575221
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..868b5df
--- /dev/null
+++ b/runs/ogbg-molesol_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "sgc",
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+  "halt_min_steps": 2,
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+  "adaptive_val_steps": 3.4070796460176993,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.2831858407079646
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..0e155a1
--- /dev/null
+++ b/runs/ogbg-molesol_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "tag",
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+  "halt_target": "loss",
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+  "adaptive_steps": 2.353982300884956
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molesol_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molesol_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..1c215f6
--- /dev/null
+++ b/runs/ogbg-molesol_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molesol",
+  "tag": "ogbg-molesol_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "transformer",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..8fdd38b
--- /dev/null
+++ b/runs/ogbg-molhiv_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "appnp",
+  "compute": "rrog-act",
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+  "adaptive_steps": 2.102358375881352
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..b541793
--- /dev/null
+++ b/runs/ogbg-molhiv_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "arma",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.085825431558473
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..1ef9c3e
--- /dev/null
+++ b/runs/ogbg-molhiv_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "cheb",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..8c45ebb
--- /dev/null
+++ b/runs/ogbg-molhiv_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "film",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..cfc5f77
--- /dev/null
+++ b/runs/ogbg-molhiv_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
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+  "view": "gatv2",
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+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..12d5541
--- /dev/null
+++ b/runs/ogbg-molhiv_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.1412594213469487
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..3cadcd3
--- /dev/null
+++ b/runs/ogbg-molhiv_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gen",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "val": {
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+  "val_adaptive": {
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+  "adaptive_val_steps": 2.1043034281546316,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.178215414539266
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..6456e52
--- /dev/null
+++ b/runs/ogbg-molhiv_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gin",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.1835643082907854
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..b9f1b79
--- /dev/null
+++ b/runs/ogbg-molhiv_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gine",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..fe8fbdd
--- /dev/null
+++ b/runs/ogbg-molhiv_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphconv",
+  "compute": "rrog-act",
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+  "adaptive_steps": 2.2287867736445417
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..44b1b4e
--- /dev/null
+++ b/runs/ogbg-molhiv_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphsage",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
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+  "compute_layers": 2,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..996bd57
--- /dev/null
+++ b/runs/ogbg-molhiv_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "mf",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
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+  "fixed_steps": 8.0,
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..6c7fb03
--- /dev/null
+++ b/runs/ogbg-molhiv_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "pna",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..52afe84
--- /dev/null
+++ b/runs/ogbg-molhiv_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "resgated",
+  "compute": "rrog-act",
+  "T": 1,
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..f332c6f
--- /dev/null
+++ b/runs/ogbg-molhiv_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "sgc",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..5a4ca43
--- /dev/null
+++ b/runs/ogbg-molhiv_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "tag",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
+  "eval_every": 10,
+  "lr": 0.001,
+  "bs": 128,
+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
+  "q_warmup_epochs": 0,
+  "act_train_mode": "stream",
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+  "seed": 0,
+  "num_workers": 0,
+  "max_train_batches": 0,
+  "max_eval_batches": 0,
+  "device": "cuda:0",
+  "metric": "rocauc",
+  "sec": 1109.5,
+  "dev": "cuda:0",
+  "ep": 80,
+  "val": {
+    "rocauc": 0.7567852243778168
+  },
+  "val_adaptive": {
+    "rocauc": 0.7644706545169508
+  },
+  "test": {
+    "rocauc": 0.7480619556190734
+  },
+  "test_adaptive": {
+    "rocauc": 0.7477104617702157
+  },
+  "fixed_val_steps": 8.0,
+  "adaptive_val_steps": 2.138098711402869,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.225869195234622
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molhiv_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molhiv_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..a054aac
--- /dev/null
+++ b/runs/ogbg-molhiv_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molhiv",
+  "tag": "ogbg-molhiv_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "transformer",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
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+  "lr": 0.001,
+  "bs": 128,
+  "lam_q": 0.1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "seed": 0,
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+  "max_eval_batches": 0,
+  "device": "cuda:0",
+  "metric": "rocauc",
+  "sec": 1172.8,
+  "dev": "cuda:0",
+  "ep": 60,
+  "val": {
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+  "val_adaptive": {
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+  "test": {
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+  "test_adaptive": {
+    "rocauc": 0.7396338283860252
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+  "fixed_val_steps": 8.0,
+  "adaptive_val_steps": 2.1475808412351083,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.215171407731583
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..2966335
--- /dev/null
+++ b/runs/ogbg-mollipo_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "appnp",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
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+  "lr": 0.001,
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+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "seed": 0,
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+  "max_eval_batches": 0,
+  "device": "cuda:1",
+  "metric": "rmse",
+  "sec": 102.5,
+  "dev": "cuda:1",
+  "ep": 70,
+  "val": {
+    "rmse": 1.1389226913452148
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+  "val_adaptive": {
+    "rmse": 0.8501057624816895
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+  "test": {
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+    "rmse": 0.8331995606422424
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+  "adaptive_val_steps": 2.3333333333333335,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.2404761904761905
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..926cb7f
--- /dev/null
+++ b/runs/ogbg-mollipo_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "arma",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
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+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "seed": 0,
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+  "device": "cuda:1",
+  "metric": "rmse",
+  "sec": 102.6,
+  "dev": "cuda:1",
+  "ep": 10,
+  "val": {
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+  "val_adaptive": {
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+  "adaptive_val_steps": 6.180952380952381,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 6.019047619047619
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..45d681b
--- /dev/null
+++ b/runs/ogbg-mollipo_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "cheb",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
+  "epochs": 100,
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+  "lr": 0.001,
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+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "max_eval_batches": 0,
+  "device": "cuda:1",
+  "metric": "rmse",
+  "sec": 101.8,
+  "dev": "cuda:1",
+  "ep": 90,
+  "val": {
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+  "val_adaptive": {
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+  "test": {
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+  "adaptive_val_steps": 2.0476190476190474,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.033333333333333
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..9388427
--- /dev/null
+++ b/runs/ogbg-mollipo_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "film",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
+  "hidden": 128,
+  "agg_layers": 5,
+  "compute_layers": 2,
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+  "lam_q": 0.1,
+  "halt_max_steps": 8,
+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "device": "cuda:1",
+  "metric": "rmse",
+  "sec": 95.0,
+  "dev": "cuda:1",
+  "ep": 70,
+  "val": {
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+  "val_adaptive": {
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+  "adaptive_val_steps": 3.2738095238095237,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.211904761904762
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..a77b001
--- /dev/null
+++ b/runs/ogbg-mollipo_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gatv2",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "adaptive_val_steps": 2.4,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.2928571428571427
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..9a246e2
--- /dev/null
+++ b/runs/ogbg-mollipo_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gcn",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_steps": 2.4785714285714286
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..995ad42
--- /dev/null
+++ b/runs/ogbg-mollipo_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gen",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_steps": 4.252380952380952
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..1b9fab2
--- /dev/null
+++ b/runs/ogbg-mollipo_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gin",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
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+  "device": "cuda:1",
+  "metric": "rmse",
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+  "val": {
+    "rmse": 0.8872742652893066
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+  "adaptive_val_steps": 2.7214285714285715,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.5404761904761903
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..ac12e4d
--- /dev/null
+++ b/runs/ogbg-mollipo_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gine",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.395238095238095
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..a7f11fb
--- /dev/null
+++ b/runs/ogbg-mollipo_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphconv",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "adaptive_val_steps": 2.2,
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+  "adaptive_steps": 2.123809523809524
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..41d7bdf
--- /dev/null
+++ b/runs/ogbg-mollipo_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphsage",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..057addc
--- /dev/null
+++ b/runs/ogbg-mollipo_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "mf",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..d6ee79c
--- /dev/null
+++ b/runs/ogbg-mollipo_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "pna",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..63ca690
--- /dev/null
+++ b/runs/ogbg-mollipo_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "resgated",
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+  "adaptive_steps": 2.1166666666666667
+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..3480ed6
--- /dev/null
+++ b/runs/ogbg-mollipo_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "sgc",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..58ef508
--- /dev/null
+++ b/runs/ogbg-mollipo_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "tag",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-mollipo_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-mollipo_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..68661c7
--- /dev/null
+++ b/runs/ogbg-mollipo_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-mollipo",
+  "tag": "ogbg-mollipo_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "transformer",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..9ade287
--- /dev/null
+++ b/runs/ogbg-molsider_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 7.27972027972028
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..d17eca1
--- /dev/null
+++ b/runs/ogbg-molsider_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
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+  "adaptive_steps": 7.895104895104895
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..c6089dd
--- /dev/null
+++ b/runs/ogbg-molsider_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..581bd15
--- /dev/null
+++ b/runs/ogbg-molsider_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "film",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..e6631f1
--- /dev/null
+++ b/runs/ogbg-molsider_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gatv2",
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+\ No newline at end of file
diff --git a/runs/ogbg-molsider_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..2fb3f9d
--- /dev/null
+++ b/runs/ogbg-molsider_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+\ No newline at end of file
diff --git a/runs/ogbg-molsider_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..ca6ed4d
--- /dev/null
+++ b/runs/ogbg-molsider_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+\ No newline at end of file
diff --git a/runs/ogbg-molsider_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..997d805
--- /dev/null
+++ b/runs/ogbg-molsider_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gin",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..916957b
--- /dev/null
+++ b/runs/ogbg-molsider_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 7.958041958041958
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..7ef209d
--- /dev/null
+++ b/runs/ogbg-molsider_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphconv",
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+  "halt_min_steps": 2,
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+  "adaptive_val_steps": 7.965034965034965,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 7.916083916083916
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..d25e223
--- /dev/null
+++ b/runs/ogbg-molsider_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 7.923076923076923
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..b283c1b
--- /dev/null
+++ b/runs/ogbg-molsider_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "mf",
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+  "adaptive_steps": 7.8671328671328675
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..780196c
--- /dev/null
+++ b/runs/ogbg-molsider_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "pna",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
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+  "fixed_steps": 8.0,
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..abb91ed
--- /dev/null
+++ b/runs/ogbg-molsider_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "resgated",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "adaptive_steps": 7.951048951048951
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..5d4ff80
--- /dev/null
+++ b/runs/ogbg-molsider_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "sgc",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 7.881118881118881
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..49d5a4e
--- /dev/null
+++ b/runs/ogbg-molsider_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "tag",
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+  "adaptive_steps": 7.909090909090909
+}
+\ No newline at end of file
diff --git a/runs/ogbg-molsider_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-molsider_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..dde9320
--- /dev/null
+++ b/runs/ogbg-molsider_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-molsider",
+  "tag": "ogbg-molsider_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "transformer",
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+  "adaptive_steps": 7.951048951048951
+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..0059379
--- /dev/null
+++ b/runs/ogbg-moltox21_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_appnp_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "appnp",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..5724d7f
--- /dev/null
+++ b/runs/ogbg-moltox21_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_arma_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "arma",
+  "compute": "rrog-act",
+  "T": 1,
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+  "hidden": 128,
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+  "lam_q": 0.1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
+  "halt_exploration_prob": 0.1,
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+  "device": "cuda:1",
+  "metric": "rocauc",
+  "sec": 186.4,
+  "dev": "cuda:1",
+  "ep": 70,
+  "val": {
+    "rocauc": 0.7574890736647663
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+  "val_adaptive": {
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+  },
+  "test": {
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+  "test_adaptive": {
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+  },
+  "fixed_val_steps": 8.0,
+  "adaptive_val_steps": 2.859514687100894,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 2.868622448979592
+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..2e092fd
--- /dev/null
+++ b/runs/ogbg-moltox21_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_cheb_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "cheb",
+  "compute": "rrog-act",
+  "T": 1,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "device": "cuda:1",
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+  "sec": 185.5,
+  "dev": "cuda:1",
+  "ep": 60,
+  "val": {
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+  "val_adaptive": {
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+  "adaptive_val_steps": 2.9233716475095783,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.014030612244898
+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..689f7e9
--- /dev/null
+++ b/runs/ogbg-moltox21_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_film_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "film",
+  "compute": "rrog-act",
+  "T": 1,
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+  "agg_layers": 5,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "device": "cuda:1",
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+  "sec": 176.1,
+  "dev": "cuda:1",
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+  "val": {
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+  "adaptive_val_steps": 3.7701149425287355,
+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.55484693877551
+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..1cce6dc
--- /dev/null
+++ b/runs/ogbg-moltox21_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_gatv2_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gatv2",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
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+  "agg_layers": 5,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
+  "halt_loss_threshold": 0.2,
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+  "metric": "rocauc",
+  "sec": 203.5,
+  "dev": "cuda:1",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 4.042091836734694
+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..29b4288
--- /dev/null
+++ b/runs/ogbg-moltox21_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_gcn_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gcn",
+  "compute": "rrog-act",
+  "T": 1,
+  "n_sup": 3,
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+  "compute_layers": 2,
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "device": "cuda:1",
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+  "sec": 162.5,
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.2589285714285716
+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..5cbc62c
--- /dev/null
+++ b/runs/ogbg-moltox21_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_gen_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gen",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
+  "halt_target": "loss",
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+  "device": "cuda:1",
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+  "dev": "cuda:1",
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+  "fixed_steps": 8.0,
+  "adaptive_steps": 3.433673469387755
+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..aead826
--- /dev/null
+++ b/runs/ogbg-moltox21_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_gin_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gin",
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+  "halt_target": "loss",
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+  "adaptive_steps": 4.165816326530612
+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..31febfa
--- /dev/null
+++ b/runs/ogbg-moltox21_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_gine_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "gine",
+  "compute": "rrog-act",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..c4a5898
--- /dev/null
+++ b/runs/ogbg-moltox21_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_graphconv_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "graphconv",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..ecf7fe3
--- /dev/null
+++ b/runs/ogbg-moltox21_graphsage_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..6a5891d
--- /dev/null
+++ b/runs/ogbg-moltox21_mf_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..617451b
--- /dev/null
+++ b/runs/ogbg-moltox21_pna_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..0b95cc6
--- /dev/null
+++ b/runs/ogbg-moltox21_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_resgated_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "resgated",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..1fbd5a4
--- /dev/null
+++ b/runs/ogbg-moltox21_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
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+  "tag": "ogbg-moltox21_sgc_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
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+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..7a13be9
--- /dev/null
+++ b/runs/ogbg-moltox21_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_tag_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "tag",
+  "compute": "rrog-act",
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+  "halt_target": "loss",
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+}
+\ No newline at end of file
diff --git a/runs/ogbg-moltox21_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json b/runs/ogbg-moltox21_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
new file mode 100644
index 0000000..fd0a552
--- /dev/null
+++ b/runs/ogbg-moltox21_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0.json
@@ -0,0 +1,49 @@
+{
+  "dataset": "ogbg-moltox21",
+  "tag": "ogbg-moltox21_transformer_rrog-act_T1_ns3_stream_hm8_hmin2_loss0.2_lq0.1_hex0.1_qw0_h128_e100_s0",
+  "view": "transformer",
+  "compute": "rrog-act",
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+  "halt_min_steps": 2,
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+}
+\ No newline at end of file
author	Oscar Wan <oscarwan@oriong12.stanford.edu>	2026-06-29 09:33:53 -0700
committer	Oscar Wan <oscarwan@oriong12.stanford.edu>	2026-06-29 09:33:53 -0700
commit	3f5744ca3803019c9e8e855811b02788a709ab41 (patch)
tree	9074df69db329ec6a6495b3ab71a94b3760cf532 /runs
parent	6cb53c3549400f8784982e9cb724b70dbba183b5 (diff)