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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_df_train.csv b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4106ddcb5e37cf902fae6aca7b7cdaaadf5c068f
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_df_train.csv
@@ -0,0 +1,201 @@
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_eval.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..b76eb1f3a4b0b75cdf850dc12a732aa36a4352a5
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_eval.json
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_scalar_eval.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..024d4b29a30cbc578b140863b42499fa2abbc612
--- /dev/null
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@@ -0,0 +1,9 @@
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\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_scalar_train.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..024d4b29a30cbc578b140863b42499fa2abbc612
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_scalar_train.json
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+}
\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_train.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s0_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..b76eb1f3a4b0b75cdf850dc12a732aa36a4352a5
--- /dev/null
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_df_eval.csv b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3324f6083d56abbef5549cb9e5ae1067ada09e4f
--- /dev/null
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_df_train.csv b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3324f6083d56abbef5549cb9e5ae1067ada09e4f
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_df_train.csv
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_eval.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..837a298248de09574177e5cbc0fff264183145f1
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_eval.json
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_scalar_eval.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..a884e59faf94454a366543c3a6a3a4fec84cd326
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_scalar_eval.json
@@ -0,0 +1,9 @@
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\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_scalar_train.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..a884e59faf94454a366543c3a6a3a4fec84cd326
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_scalar_train.json
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+}
\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_train.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..837a298248de09574177e5cbc0fff264183145f1
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s1_session_metrics_train.json
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_df_eval.csv b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7c65a43b7dd573d64502159d7124caa297c6e57
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_df_eval.csv
@@ -0,0 +1,201 @@
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_df_train.csv b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7c65a43b7dd573d64502159d7124caa297c6e57
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_df_train.csv
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_eval.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a3ae648bd69228508b84a5f7b528f706112b904
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_eval.json
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_scalar_eval.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_scalar_eval.json
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index 0000000000000000000000000000000000000000..c1dc5be3bf1c49c0f91963dd8099142fca929c4e
--- /dev/null
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\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_scalar_train.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_scalar_train.json
new file mode 100644
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\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_train.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s2_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a3ae648bd69228508b84a5f7b528f706112b904
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_df_eval.csv b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7904280ee560c57c29870546bb634760d58b8b0
--- /dev/null
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_df_train.csv b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7904280ee560c57c29870546bb634760d58b8b0
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_df_train.csv
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_eval.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..2083e97387d4cbf981e5e64e0b3bc404db3e5b1f
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_eval.json
@@ -0,0 +1,1426 @@
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_scalar_eval.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fd8da274bef00dd2086ad9c49f2e559913e8ef9
--- /dev/null
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@@ -0,0 +1,9 @@
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\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_scalar_train.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fd8da274bef00dd2086ad9c49f2e559913e8ef9
--- /dev/null
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+}
\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_train.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..2083e97387d4cbf981e5e64e0b3bc404db3e5b1f
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_s3_session_metrics_train.json
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_trial_metrics.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_trial_metrics.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc40f520e490c45b3a148676032bde15925eaaf0
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_trial_metrics.json
@@ -0,0 +1,4667 @@
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diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_trial_metrics_scalar.json b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_trial_metrics_scalar.json
new file mode 100644
index 0000000000000000000000000000000000000000..133c37ffc47a43b54adfc5e0e2ecb0251266fabe
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/info/crossq_atari_spaceinvaders_t0_trial_metrics_scalar.json
@@ -0,0 +1,11 @@
+{
+  "frame": 2000000.0,
+  "total_reward_ma": 360.37200927734375,
+  "strength": 181.35147094726562,
+  "max_strength": 231.9875030517578,
+  "final_strength": 216.37501525878906,
+  "sample_efficiency": 1.4830635564067052e-06,
+  "training_efficiency": 7.967298188304994e-06,
+  "stability": 0.9886480569839478,
+  "consistency": 0.374870240688324
+}
\ No newline at end of file
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0.log b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0.log
new file mode 100644
index 0000000000000000000000000000000000000000..c1e01203cb7543d7db23f87034c6f922b8e46198
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0.log
@@ -0,0 +1,5 @@
+2026-02-21 16:49:46 | INFO | PID:1187 | slm_lab.lib.logger:info | trial_metrics: frame:2.00e+06 | total_reward_ma:360.37 | strength:181.4 | max_strength:232 | final_strength:216.4 | sample_efficiency:1.483e-06 | training_efficiency:7.967e-06 | stability:0.9886 | consistency:0.3749
+2026-02-21 16:49:46 | INFO | PID:1187 | slm_lab.lib.logger:info | Trial 0 done
+2026-02-21 16:49:46 | INFO | PID:1187 | slm_lab.cli.main:run_spec | Output: data/crossq_atari_spaceinvaders_2026_02_21_123410
+2026-02-21 16:49:46 | INFO | PID:1187 | slm_lab.lib.hf:cleanup_models | Cleanup saved 309.3 MB
+2026-02-21 16:49:46 | INFO | PID:1187 | slm_lab.lib.hf:upload | Uploading data/crossq_atari_spaceinvaders_2026_02_21_123410 to SLM-Lab/benchmark-dev/data/crossq_atari_spaceinvaders_2026_02_21_123410...
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s0.log b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s0.log
new file mode 100644
index 0000000000000000000000000000000000000000..fd7d85c062b579273db4af431637973895695b20
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s0.log
@@ -0,0 +1,957 @@
+2026-02-21 12:34:15 | INFO | PID:1349 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-02-21 12:34:22 | INFO | PID:1349 | slm_lab.lib.perf:log_perf_setup | Performance setup:
+Platform: GPU NVIDIA RTX A5000 (compute 8.6)
+• GPU cuDNN benchmark: enabled
+• GPU memory management: enabled
+• GPU TF32 acceleration: enabled
+2026-02-21 12:34:22 | INFO | PID:1349 | slm_lab.lib.logger:info | CrossQ:
+algorithm_spec:
+  name: CrossQ
+  action_pdtype: Categorical
+  action_policy: default
+  gamma: 0.99
+  training_start_step: 1000
+  training_frequency: 4
+  training_iter: 3
+  policy_delay: 3
+  log_alpha_max: 0.5
+name: CrossQ
+memory_spec:
+  name: Replay
+  batch_size: 256
+  max_size: 200000
+  use_cer: false
+action_pdtype: Categorical
+training_iter: 3
+training_start_step: 1000
+policy_delay: 3
+entropy_penalty_coef: 0.0
+symlog: False
+log_alpha_min: -5.0
+log_alpha_max: 0.5
+gamma: 0.99
+training_frequency: 4
+to_train: 0
+_train_step: 0
+_is_per: False
+shared: False
+net: (device:cuda:0) TorchArcNet(
+  (body): GraphModule(
+    (body): Sequential(
+      (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
+      (1): ReLU()
+      (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
+      (3): ReLU()
+      (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
+      (5): ReLU()
+      (6): Flatten(start_dim=1, end_dim=-1)
+      (7): Linear(in_features=3136, out_features=512, bias=True)
+      (8): ReLU()
+    )
+  )
+  (tails): Sequential(
+    (0): Linear(in_features=512, out_features=6, bias=True)
+  )
+  (loss_fn): SmoothL1Loss()
+)
+optim: Adam (
+Parameter Group 0
+    amsgrad: False
+    betas: [0.5, 0.999]
+    capturable: False
+    decoupled_weight_decay: False
+    differentiable: False
+    eps: 1e-08
+    foreach: None
+    fused: None
+    lr: 0.001
+    maximize: False
+    weight_decay: 0
+)
+q1_net: (device:cuda:0) TorchArcNet(
+  (body): GraphModule(
+    (body): Sequential(
+      (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
+      (1): ReLU()
+      (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
+      (3): ReLU()
+      (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
+      (5): ReLU()
+      (6): Flatten(start_dim=1, end_dim=-1)
+      (7): Linear(in_features=3136, out_features=512, bias=True)
+      (8): BatchRenorm1d(512, eps=0.001, momentum=0.01, r_max=3.0, d_max=5.0, warmup_steps=10000)
+      (9): ReLU()
+    )
+  )
+  (tails): Sequential(
+    (0): Linear(in_features=512, out_features=6, bias=True)
+  )
+  (loss_fn): SmoothL1Loss()
+)
+q1_optim: Adam (
+Parameter Group 0
+    amsgrad: False
+    betas: [0.5, 0.999]
+    capturable: False
+    decoupled_weight_decay: False
+    differentiable: False
+    eps: 1e-08
+    foreach: None
+    fused: None
+    lr: 0.001
+    maximize: False
+    weight_decay: 0
+)
+q2_net: (device:cuda:0) TorchArcNet(
+  (body): GraphModule(
+    (body): Sequential(
+      (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
+      (1): ReLU()
+      (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
+      (3): ReLU()
+      (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
+      (5): ReLU()
+      (6): Flatten(start_dim=1, end_dim=-1)
+      (7): Linear(in_features=3136, out_features=512, bias=True)
+      (8): BatchRenorm1d(512, eps=0.001, momentum=0.01, r_max=3.0, d_max=5.0, warmup_steps=10000)
+      (9): ReLU()
+    )
+  )
+  (tails): Sequential(
+    (0): Linear(in_features=512, out_features=6, bias=True)
+  )
+  (loss_fn): SmoothL1Loss()
+)
+q2_optim: Adam (
+Parameter Group 0
+    amsgrad: False
+    betas: [0.5, 0.999]
+    capturable: False
+    decoupled_weight_decay: False
+    differentiable: False
+    eps: 1e-08
+    foreach: None
+    fused: None
+    lr: 0.001
+    maximize: False
+    weight_decay: 0
+)
+net_names: ['net', 'q1_net', 'q2_net']
+target_entropy: 1.0750556815368328
+log_alpha: tensor([0.], device='cuda:0', requires_grad=True)
+alpha: tensor([1.], device='cuda:0')
+alpha_optim: Adam (
+Parameter Group 0
+    amsgrad: False
+    betas: [0.5, 0.999]
+    capturable: False
+    decoupled_weight_decay: False
+    differentiable: False
+    eps: 1e-08
+    foreach: None
+    fused: None
+    lr: 0.001
+    maximize: False
+    weight_decay: 0
+)
+2026-02-21 12:35:31 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:158.33     total_reward_ma:158.33  loss:-94.86             fps:135.1
+frame:1.00e+04          wall_t:74               t:625                   epi:nan
+opt_step:1689           lr:0.001                alpha:0.6127
+2026-02-21 12:36:45 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:174.64     total_reward_ma:166.49  loss:-63.18             fps:136.1
+frame:2.00e+04          wall_t:147              t:1250                  epi:nan
+opt_step:3564           lr:0.001                alpha:0.3446
+2026-02-21 12:37:57 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:177.55     total_reward_ma:170.18  loss:-39.73             fps:137
+frame:3.00e+04          wall_t:219              t:1875                  epi:nan
+opt_step:5439           lr:0.001                alpha:0.217
+2026-02-21 12:39:12 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:176.02     total_reward_ma:171.64  loss:-27.48             fps:135.6
+frame:4.00e+04          wall_t:295              t:2500                  epi:nan
+opt_step:7314           lr:0.001                alpha:0.1484
+2026-02-21 12:40:28 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:170.12     total_reward_ma:171.33  loss:-20.12             fps:134.8
+frame:5.00e+04          wall_t:371              t:3125                  epi:nan
+opt_step:9189           lr:0.001                alpha:0.1066
+2026-02-21 12:41:41 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:165.45     total_reward_ma:170.35  loss:-15.45             fps:135.4
+frame:6.00e+04          wall_t:443              t:3750                  epi:nan
+opt_step:11064          lr:0.001                alpha:0.07911
+2026-02-21 12:42:52 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:171.65     total_reward_ma:170.54  loss:-11.95             fps:136.2
+frame:7.00e+04          wall_t:514              t:4375                  epi:nan
+opt_step:12939          lr:0.001                alpha:0.06039
+2026-02-21 12:44:05 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:177.30     total_reward_ma:171.38  loss:-10.02             fps:136.1
+frame:8.00e+04          wall_t:588              t:5000                  epi:nan
+opt_step:14814          lr:0.001                alpha:0.04767
+2026-02-21 12:45:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:184.85     total_reward_ma:172.88  loss:-8.427             fps:136.2
+frame:9.00e+04          wall_t:661              t:5625                  epi:nan
+opt_step:16689          lr:0.001                alpha:0.03885
+2026-02-21 12:46:33 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:199.20     total_reward_ma:175.51  loss:-8.043             fps:136.1
+frame:1.00e+05          wall_t:735              t:6250                  epi:nan
+opt_step:18564          lr:0.001                alpha:0.03318
+2026-02-21 12:47:47 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:219.15     total_reward_ma:179.48  loss:-7.422             fps:136
+frame:1.10e+05          wall_t:809              t:6875                  epi:nan
+opt_step:20439          lr:0.001                alpha:0.02969
+2026-02-21 12:49:00 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:233.65     total_reward_ma:183.99  loss:-7.824             fps:136.1
+frame:1.20e+05          wall_t:882              t:7500                  epi:nan
+opt_step:22314          lr:0.001                alpha:0.02744
+2026-02-21 12:50:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:248.00     total_reward_ma:188.92  loss:-7.347             fps:135.3
+frame:1.30e+05          wall_t:961              t:8125                  epi:nan
+opt_step:24189          lr:0.001                alpha:0.02644
+2026-02-21 12:51:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:254.95     total_reward_ma:193.63  loss:-8.192             fps:133
+frame:1.40e+05          wall_t:1053             t:8750                  epi:nan
+opt_step:26064          lr:0.001                alpha:0.02583
+2026-02-21 12:53:22 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+frame:1.50e+05          wall_t:1144             t:9375                  epi:nan
+opt_step:27939          lr:0.001                alpha:0.02601
+2026-02-21 12:54:56 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:286.45     total_reward_ma:204.46  loss:-8.236             fps:129.2
+frame:1.60e+05          wall_t:1238             t:10000                 epi:nan
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+2026-02-21 12:56:18 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+frame:1.70e+05          wall_t:1320             t:10625                 epi:nan
+opt_step:31689          lr:0.001                alpha:0.02791
+2026-02-21 12:57:43 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+frame:1.80e+05          wall_t:1405             t:11250                 epi:nan
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+2026-02-21 12:59:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 13:00:49 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+frame:2.00e+05          wall_t:1591             t:12500                 epi:nan
+opt_step:37314          lr:0.001                alpha:0.03074
+2026-02-21 13:02:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:333.65     total_reward_ma:231.69  loss:-9.901             fps:124.9
+frame:2.10e+05          wall_t:1681             t:13125                 epi:nan
+opt_step:39189          lr:0.001                alpha:0.03333
+2026-02-21 13:03:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
+total_reward:353.15     total_reward_ma:237.21  loss:-10.04             fps:124.1
+frame:2.20e+05          wall_t:1773             t:13750                 epi:nan
+opt_step:41064          lr:0.001                alpha:0.03308
+2026-02-21 13:05:23 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 13:06:47 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 13:29:27 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 13:30:42 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 13:32:00 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 13:33:13 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:21:30 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+frame:8.10e+05          wall_t:6432             t:50625                 epi:nan
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+2026-02-21 14:22:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:24:12 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:25:33 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:26:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:28:10 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:29:29 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:30:46 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:32:01 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:33:16 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:34:33 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:35:51 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:37:07 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:38:22 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:39:42 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:41:00 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:42:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:43:32 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:44:49 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:46:09 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:47:24 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:48:38 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:49:53 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:51:09 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:52:24 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:53:37 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:54:52 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:56:08 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 14:57:22 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:34:15 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:37:49 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:41:31 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:46:22 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:49:56 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:52:19 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:54:42 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:57:06 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:58:18 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 15:59:30 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 16:00:43 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+frame:1.96e+06          wall_t:14963            t:122500                epi:nan
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+2026-02-21 16:46:35 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+2026-02-21 16:47:33 | INFO | PID:1349 | slm_lab.agent:log_summary | Trial 0 session 0 crossq_atari_spaceinvaders_t0_s0 [train]
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+frame:2.00e+06          wall_t:15195            t:125000                epi:nan
+opt_step:374814         lr:0.001                alpha:0.01701
+2026-02-21 16:47:34 | INFO | PID:1349 | slm_lab.lib.logger:info | Session 0 done
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s1.log b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s1.log
new file mode 100644
index 0000000000000000000000000000000000000000..81d4793c4c17babbde2cdc404343a56fcb6919e6
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s1.log
@@ -0,0 +1,802 @@
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+2026-02-21 12:35:32 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 12:36:46 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 15:24:26 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 15:25:46 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 15:26:59 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 15:32:00 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 16:45:52 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 16:47:46 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 16:48:44 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
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+2026-02-21 16:49:41 | INFO | PID:1350 | slm_lab.agent:log_summary | Trial 0 session 1 crossq_atari_spaceinvaders_t0_s1 [train]
+total_reward:418.10     total_reward_ma:390.95  loss:-5.746             fps:130.5
+frame:2.00e+06          wall_t:15323            t:125000                epi:nan
+opt_step:374814         lr:0.001                alpha:0.01803
+2026-02-21 16:49:42 | INFO | PID:1350 | slm_lab.lib.logger:info | Session 1 done
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s2.log b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s2.log
new file mode 100644
index 0000000000000000000000000000000000000000..34752d1e54d93f27580c70d7ec6c9433be0ad41c
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s2.log
@@ -0,0 +1,802 @@
+2026-02-21 12:34:15 | INFO | PID:1351 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-02-21 12:35:30 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:176.67     total_reward_ma:176.67  loss:-73.71             fps:138.9
+frame:1.00e+04          wall_t:72               t:625                   epi:nan
+opt_step:1689           lr:0.001                alpha:0.7635
+2026-02-21 12:36:42 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:225.95     total_reward_ma:201.31  loss:-104               fps:138.9
+frame:2.00e+04          wall_t:144              t:1250                  epi:nan
+opt_step:3564           lr:0.001                alpha:0.9648
+2026-02-21 12:37:55 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:221.43     total_reward_ma:208.02  loss:-76.29             fps:138.2
+frame:3.00e+04          wall_t:217              t:1875                  epi:nan
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+2026-02-21 12:39:11 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:204.83     total_reward_ma:207.22  loss:-108.8             fps:136.5
+frame:4.00e+04          wall_t:293              t:2500                  epi:nan
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+2026-02-21 12:40:23 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 12:41:37 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 12:42:52 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 12:44:07 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 12:45:21 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 12:46:36 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 12:47:51 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 12:49:03 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:00:55 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:02:07 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:273.50     total_reward_ma:185.03  loss:-3.628             fps:137.8
+frame:2.30e+05          wall_t:1669             t:14375                 epi:nan
+opt_step:42939          lr:0.001                alpha:1.649
+2026-02-21 13:03:17 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:188.57  loss:-4.336             fps:138
+frame:2.40e+05          wall_t:1739             t:15000                 epi:nan
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+2026-02-21 13:04:27 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:191.83  loss:-3.725             fps:138.2
+frame:2.50e+05          wall_t:1809             t:15625                 epi:nan
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+2026-02-21 13:05:38 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:194.83  loss:-3.957             fps:138.3
+frame:2.60e+05          wall_t:1880             t:16250                 epi:nan
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+2026-02-21 13:06:49 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:08:01 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+frame:2.80e+05          wall_t:2023             t:17500                 epi:nan
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+2026-02-21 13:09:14 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:10:29 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:11:43 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:12:59 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:14:13 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:15:27 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:16:40 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:17:54 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:19:08 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:20:23 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:21:38 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:22:53 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:24:08 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:25:24 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:26:38 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:224.55  loss:-3.884             fps:136.9
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+2026-02-21 13:27:53 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:225.58  loss:-3.614             fps:136.9
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+2026-02-21 13:29:08 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:30:21 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:31:35 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:32:49 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:34:05 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:35:19 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:36:32 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:37:48 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:39:04 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:40:22 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:41:38 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:42:54 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:44:08 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:45:22 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:46:40 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:47:58 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:49:20 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:50:41 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:52:00 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:53:20 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:54:39 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:55:58 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:57:19 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 13:58:40 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:00:01 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:04:03 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:12:11 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:13:34 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:14:52 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:16:10 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:245.87  loss:-3.667             fps:132.5
+frame:8.10e+05          wall_t:6112             t:50625                 epi:nan
+opt_step:151689         lr:0.001                alpha:1.649
+2026-02-21 14:17:32 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:246.17  loss:-3.78              fps:132.4
+frame:8.20e+05          wall_t:6194             t:51250                 epi:nan
+opt_step:153564         lr:0.001                alpha:1.649
+2026-02-21 14:18:51 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:246.45  loss:-3.77              fps:132.3
+frame:8.30e+05          wall_t:6273             t:51875                 epi:nan
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+2026-02-21 14:20:08 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:246.73  loss:-3.803             fps:132.3
+frame:8.40e+05          wall_t:6350             t:52500                 epi:nan
+opt_step:157314         lr:0.001                alpha:1.649
+2026-02-21 14:21:28 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:247.01  loss:-4.039             fps:132.2
+frame:8.50e+05          wall_t:6430             t:53125                 epi:nan
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+2026-02-21 14:22:49 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+frame:8.60e+05          wall_t:6511             t:53750                 epi:nan
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+2026-02-21 14:24:08 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:247.54  loss:-3.805             fps:132
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+2026-02-21 14:25:25 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+frame:8.80e+05          wall_t:6667             t:55000                 epi:nan
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+2026-02-21 14:26:45 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:28:02 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:29:18 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:30:33 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+frame:9.20e+05          wall_t:6976             t:57500                 epi:nan
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+2026-02-21 14:31:50 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:33:02 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:34:15 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:35:31 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:36:46 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:37:58 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:39:18 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:250.26  loss:-3.881             fps:132
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+2026-02-21 14:40:34 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:41:48 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:43:00 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:251.83  loss:-3.87              fps:132.1
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+2026-02-21 14:44:16 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:45:32 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:46:52 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:48:06 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:49:18 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:50:30 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:51:44 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:52:58 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:54:10 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:55:23 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:56:37 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:57:48 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 14:59:04 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:22:56 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:24:10 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:25:27 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:26:40 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:27:50 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:270.00  loss:-3.941             fps:133.5
+frame:1.39e+06          wall_t:10412            t:86875                 epi:nan
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+2026-02-21 15:29:03 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:30:16 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:31:32 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:32:45 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:33:58 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:35:11 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:36:22 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:37:35 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:38:50 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:40:03 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:41:16 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:42:29 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:43:41 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:44:52 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:46:07 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:47:24 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:48:44 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:50:01 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:51:16 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:52:35 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:53:53 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:55:08 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:56:24 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:57:37 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 15:58:49 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 16:00:01 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 16:01:12 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 16:02:24 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 16:03:36 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 16:05:59 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 16:07:13 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 16:08:30 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+2026-02-21 16:39:23 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+frame:1.97e+06          wall_t:14705            t:123125                epi:nan
+opt_step:369189         lr:0.001                alpha:1.649
+2026-02-21 16:40:41 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+frame:1.98e+06          wall_t:14783            t:123750                epi:nan
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+2026-02-21 16:41:56 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
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+frame:1.99e+06          wall_t:14858            t:124375                epi:nan
+opt_step:372939         lr:0.001                alpha:1.649
+2026-02-21 16:43:14 | INFO | PID:1351 | slm_lab.agent:log_summary | Trial 0 session 2 crossq_atari_spaceinvaders_t0_s2 [train]
+total_reward:270.00     total_reward_ma:270.00  loss:-3.672             fps:133.9
+frame:2.00e+06          wall_t:14936            t:125000                epi:nan
+opt_step:374814         lr:0.001                alpha:1.649
+2026-02-21 16:43:15 | INFO | PID:1351 | slm_lab.lib.logger:info | Session 2 done
diff --git a/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s3.log b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s3.log
new file mode 100644
index 0000000000000000000000000000000000000000..014a9ee5281600a781132e014cd5011203317a09
--- /dev/null
+++ b/data/crossq_atari_spaceinvaders_2026_02_21_123410/log/crossq_atari_spaceinvaders_t0_s3.log
@@ -0,0 +1,802 @@
+2026-02-21 12:34:15 | INFO | PID:1352 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-02-21 12:35:30 | INFO | PID:1352 | slm_lab.agent:log_summary | Trial 0 session 3 crossq_atari_spaceinvaders_t0_s3 [train]
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+frame:1.00e+04          wall_t:72               t:625                   epi:nan
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+2026-02-21 12:36:41 | INFO | PID:1352 | slm_lab.agent:log_summary | Trial 0 session 3 crossq_atari_spaceinvaders_t0_s3 [train]
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+frame:2.00e+04          wall_t:143              t:1250                  epi:nan
+opt_step:3564           lr:0.001                alpha:0.3497
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+2026-02-21 12:39:10 | INFO | PID:1352 | slm_lab.agent:log_summary | Trial 0 session 3 crossq_atari_spaceinvaders_t0_s3 [train]
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+2026-02-21 13:39:04 | INFO | PID:1352 | slm_lab.agent:log_summary | Trial 0 session 3 crossq_atari_spaceinvaders_t0_s3 [train]
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+2026-02-21 13:58:32 | INFO | PID:1352 | slm_lab.agent:log_summary | Trial 0 session 3 crossq_atari_spaceinvaders_t0_s3 [train]
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+2026-02-21 14:06:39 | INFO | PID:1352 | slm_lab.agent:log_summary | Trial 0 session 3 crossq_atari_spaceinvaders_t0_s3 [train]
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