diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/command.txt b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/command.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c6100036b0ab99cf0dfd5630badc00a794dec99 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/command.txt @@ -0,0 +1 @@ +python scripts/eval_ctt_generated_rollout.py --checkpoint runs/ctt_residual_base_context_obs_seed1/model.pt --source-index data/cil_charts_rgb_refs/train/index.json --target-index data/cil_charts_rgb_refs/test/index.json --out-dir runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1 --k 8 --pool-size 0 --neighbors 8 --max-target-charts 48 --group-batch-size 1 --device cpu --sim-backend physx_cpu --render-backend cpu --restore-tolerance 1e-5 --delta-scale 1.0 --execution-action-scale 1.0 --execution-action-scale-vector 0.381401261606,0.371117178171,0.354308917074,0.237850081835,0.248271283428,0.232648812617,0.215420039658 --execution-action-transform identity --bootstrap-samples 200 --disable-action-clipping diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/config.yaml b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..dc703177543ea15c68229c254bd585b7c6cfa7a0 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/config.yaml @@ -0,0 +1,22 @@ +bootstrap_samples: 200 +checkpoint: runs/ctt_residual_base_context_obs_seed1/model.pt +delta_scale: 1.0 +device: cpu +disable_action_clipping: True +exclude_self_source: False +execution_action_scale: 1.0 +execution_action_scale_vector: 0.381401261606,0.371117178171,0.354308917074,0.237850081835,0.248271283428,0.232648812617,0.215420039658 +execution_action_transform: identity +group_batch_size: 1 +include_targets_without_positives: False +k: 8 +max_target_charts: 48 +neighbors: 8 +out_dir: runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1 +pool_size: 0 +render_backend: cpu +restore_tolerance: 1e-05 +sim_backend: physx_cpu +skip_metrics: False +source_index: data/cil_charts_rgb_refs/train/index.json +target_index: data/cil_charts_rgb_refs/test/index.json diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/data_hash.txt b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/data_hash.txt new file mode 100644 index 0000000000000000000000000000000000000000..f89d3c89364ad6b600da627fb49e931ffc3f933a --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/data_hash.txt @@ -0,0 +1 @@ +0c38d73dc9bc4ab756e12006671b5d12f1a23358b281e54b3f6a9ae3cbf6e9af diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/eval.log b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/eval.log new file mode 100644 index 0000000000000000000000000000000000000000..356ac036387e17624376bda6da5dc9f32a7fe06b --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/eval.log @@ -0,0 +1,535 @@ +start +importing gymnasium/mani_skill +imported gymnasium/mani_skill +loaded checkpoint=runs/ctt_residual_base_context_obs_seed1/model.pt +loaded charts source=301 target=48 +generated proposals rows=48 total=384 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=PickCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PickCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +rollout complete rows=48 diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/git_hash.txt b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/git_hash.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b137891791fe96927ad78e64b0aad7bded08bdc --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/git_hash.txt @@ -0,0 +1 @@ + diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_candidates.json b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_candidates.json new file mode 100644 index 0000000000000000000000000000000000000000..f8089e98c486f475d2bf3bc17ed92c79021cc899 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_candidates.json @@ -0,0 +1,35270 @@ +{ + "candidates_evaluated": true, + "checkpoint": "runs/ctt_residual_base_context_obs_seed1/model.pt", + "decoder": { + "action_clipping_enabled": false, + "delta_scale": 1.0, + "execution_action_scale": 1.0, + "execution_action_scale_vector": [ + 0.38140127062797546, + 0.37111717462539673, + 0.3543089032173157, + 0.23785008490085602, + 0.24827128648757935, + 0.2326488196849823, + 0.21542003750801086 + ], + "execution_action_transform": "identity", + "lossless": false, + "name": "linear_keyframe_decode", + "source_code": "spline_tangent_code stores start/mid/end residual keyframes" + }, + "exclude_self_source": false, + "k": 8, + 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b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_metrics/metrics_by_task.json new file mode 100644 index 0000000000000000000000000000000000000000..d6d11f2cc3a450f664e87243285fe7349a59ff8b --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_metrics/metrics_by_task.json @@ -0,0 +1,179 @@ +{ + "LiftPegUpright-v1": { + "any_generated_unsafe_known_at_8": 0.0, + "base_safety_label_known": 1.0, + "base_success": 0.0, + "base_unsafe_known": 0.0, + "base_utility": 0.4796089559793472, + "branch_car_at_8": 0.27571220099925997, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.0, + "hidden_chart_oracle_success_at_8": 1.0, + "hidden_chart_oracle_utility_at_8": 2.0, + "ncar_to_hidden_chart_oracle_at_8": 1.0061710496708212, + "ncar_to_proposal_oracle_at_8": 0.609724400531596, + "outcome_ptr_at_8": 0.4, + "pairwise_causal_calibration_ece": 0.238429922390122, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.2, + "proposal_oracle_success_gain_over_base_at_8": 0.2, + "proposal_oracle_unsafe_known_at_8": 0.0, + "proposal_oracle_utility_at_8": 0.746368744969368, + "proposal_oracle_utility_gain_over_base_at_8": 0.26675978899002073, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.0, + "selected_success_gain_over_base_at_8": 0.0, + "selected_unsafe_known_at_8": 0.0, + "selected_utility_at_8": 0.47065654397010803, + "selected_utility_gain_over_base_at_8": -0.008952412009239196, + "selector_gap_fraction_to_hidden_at_8": 0.2145824220820292, + "selector_regret_at_8": 0.27571220099925997, + "success_selector_gap_at_8": 0.2, + "success_support_gap_at_8": 0.8, + "success_total_car_to_hidden_at_8": 1.0, + "support_gap_at_8": 1.253631255030632, + "support_gap_fraction_to_hidden_at_8": 0.7915886343643382, + "total_car_to_hidden_at_8": 1.529343456029892 + }, + "PickCube-v1": { + "any_generated_unsafe_known_at_8": 0.0, + "base_safety_label_known": 1.0, + "base_success": 1.0, + "base_unsafe_known": 0.0, + "base_utility": 2.0, + "branch_car_at_8": 0.42483918368816376, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.0, + "hidden_chart_oracle_success_at_8": 1.0, + "hidden_chart_oracle_utility_at_8": 2.0, + "ncar_to_proposal_oracle_at_8": 0.2914308848915223, + "outcome_ptr_at_8": 0.0, + "pairwise_causal_calibration_ece": 0.5872235594375051, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.0, + "proposal_oracle_success_gain_over_base_at_8": -1.0, + "proposal_oracle_unsafe_known_at_8": 0.0, + "proposal_oracle_utility_at_8": 0.5422300696372986, + "proposal_oracle_utility_gain_over_base_at_8": -1.4577699303627014, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.0, + "selected_success_gain_over_base_at_8": -1.0, + "selected_unsafe_known_at_8": 0.0, + "selected_utility_at_8": 0.11739088594913483, + "selected_utility_gain_over_base_at_8": -1.8826091140508652, + "selector_regret_at_8": 0.42483918368816376, + "success_selector_gap_at_8": 0.0, + "success_support_gap_at_8": 1.0, + "success_total_car_to_hidden_at_8": 1.0, + "support_gap_at_8": 1.4577699303627014, + "total_car_to_hidden_at_8": 1.8826091140508652 + }, + "PullCube-v1": { + "any_generated_unsafe_known_at_8": 0.64, + "base_safety_label_known": 1.0, + "base_success": 0.36, + "base_unsafe_known": 0.0, + "base_utility": 0.8032506120204925, + "branch_car_at_8": 0.08737508155405521, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.515, + "hidden_chart_oracle_success_at_8": 0.52, + "hidden_chart_oracle_utility_at_8": 1.1467878860235214, + "ncar_to_hidden_chart_oracle_at_8": 0.9185687369573401, + "ncar_to_proposal_oracle_at_8": 0.3306076470778776, + "outcome_ptr_at_8": 0.32, + "pairwise_causal_calibration_ece": 0.19063219949188942, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.16, + "proposal_oracle_success_gain_over_base_at_8": -0.2, + "proposal_oracle_unsafe_known_at_8": 0.52, + "proposal_oracle_utility_at_8": 0.4362139014899731, + "proposal_oracle_utility_gain_over_base_at_8": -0.3670367105305195, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.12, + "selected_success_gain_over_base_at_8": -0.24, + "selected_unsafe_known_at_8": 0.48, + "selected_utility_at_8": 0.34883881993591787, + "selected_utility_gain_over_base_at_8": -0.4544117920845747, + "selector_gap_fraction_to_hidden_at_8": 0.3274577969540007, + "selector_regret_at_8": 0.08737508155405521, + "success_selector_gap_at_8": 0.04, + "success_support_gap_at_8": 0.36, + "success_total_car_to_hidden_at_8": 0.4, + "support_gap_at_8": 0.7140141661465168, + "support_gap_fraction_to_hidden_at_8": 0.7773188967552883, + "total_car_to_hidden_at_8": 0.7984041070193052 + }, + "PushCube-v1": { + "any_generated_unsafe_known_at_8": 0.0, + "base_safety_label_known": 1.0, + "base_success": 0.8333333333333334, + "base_unsafe_known": 0.0, + "base_utility": 1.6734557673335075, + "branch_car_at_8": 0.6080377548933029, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.0, + "hidden_chart_oracle_success_at_8": 0.8333333333333334, + "hidden_chart_oracle_utility_at_8": 1.7015800600250561, + "ncar_to_hidden_chart_oracle_at_8": 0.4668433247048637, + "ncar_to_proposal_oracle_at_8": 0.31211399775786897, + "outcome_ptr_at_8": 0.16666666666666666, + "pairwise_causal_calibration_ece": 0.21780097224558256, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.6666666666666666, + "proposal_oracle_success_gain_over_base_at_8": -0.16666666666666666, + "proposal_oracle_unsafe_known_at_8": 0.0, + "proposal_oracle_utility_at_8": 1.3810340563456218, + "proposal_oracle_utility_gain_over_base_at_8": -0.2924217109878858, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.3333333333333333, + "selected_success_gain_over_base_at_8": -0.5, + "selected_unsafe_known_at_8": 0.0, + "selected_utility_at_8": 0.7729963014523188, + "selected_utility_gain_over_base_at_8": -0.9004594658811887, + "selector_gap_fraction_to_hidden_at_8": 0.966843327091031, + "selector_regret_at_8": 0.6080377548933029, + "success_selector_gap_at_8": 0.3333333333333333, + "success_support_gap_at_8": 0.3333333333333333, + "success_total_car_to_hidden_at_8": 0.5, + "support_gap_at_8": 0.6189659436543783, + "support_gap_fraction_to_hidden_at_8": 0.0, + "total_car_to_hidden_at_8": 0.9285837585727373 + }, + "StackCube-v1": { + "any_generated_unsafe_known_at_8": 0.0, + "base_safety_label_known": 1.0, + "base_success": 0.09090909090909091, + "base_unsafe_known": 0.0, + "base_utility": 0.5003613992170854, + "branch_car_at_8": 0.44663686508482153, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.0, + "hidden_chart_oracle_success_at_8": 1.0, + "hidden_chart_oracle_utility_at_8": 2.0, + "ncar_to_hidden_chart_oracle_at_8": 1.0574157315373272, + "ncar_to_proposal_oracle_at_8": 2.161977831364605, + "outcome_ptr_at_8": 0.8181818181818182, + "pairwise_causal_calibration_ece": 0.2145498532394649, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.2727272727272727, + "proposal_oracle_success_gain_over_base_at_8": 0.18181818181818182, + "proposal_oracle_unsafe_known_at_8": 0.0, + "proposal_oracle_utility_at_8": 0.7163115712729368, + "proposal_oracle_utility_gain_over_base_at_8": 0.21595017205585132, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.0, + "selected_success_gain_over_base_at_8": -0.09090909090909091, + "selected_unsafe_known_at_8": 0.0, + "selected_utility_at_8": 0.26967470618811523, + "selected_utility_gain_over_base_at_8": -0.23068669302897019, + "selector_gap_fraction_to_hidden_at_8": 0.2595030610999397, + "selector_regret_at_8": 0.44663686508482153, + "success_selector_gap_at_8": 0.2727272727272727, + "success_support_gap_at_8": 0.7272727272727273, + "success_total_car_to_hidden_at_8": 1.0, + "support_gap_at_8": 1.2836884287270633, + "support_gap_fraction_to_hidden_at_8": 0.7979126772384945, + "total_car_to_hidden_at_8": 1.7303252938118847 + } +} diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_metrics/report.md b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_metrics/report.md new file mode 100644 index 0000000000000000000000000000000000000000..7049fc4da841b554900490a78c506f3473766aa8 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_metrics/report.md @@ -0,0 +1,40 @@ +# Metric Evaluation (measured) + +K: `8` + +| Metric | N | Micro mean | 95% CI | Task macro | Seed macro | +| --- | ---: | ---: | ---: | ---: | ---: | +| any_generated_unsafe_known_at_8 | 48 | 0.3333 | [0.2083, 0.4792] | 0.1280 | 0.2687 | +| base_safety_label_known | 48 | 1.0000 | [1.0000, 1.0000] | 1.0000 | 1.0000 | +| base_success | 48 | 0.3333 | [0.2083, 0.4583] | 0.4568 | 0.3083 | +| base_unsafe_known | 48 | 0.0000 | [0.0000, 0.0000] | 0.0000 | 0.0000 | +| base_utility | 48 | 0.8338 | [0.5920, 1.0708] | 1.0913 | 0.8028 | +| branch_car_at_8 | 48 | 0.2614 | [0.0951, 0.4223] | 0.3685 | 0.2765 | +| generated_safety_label_coverage_at_8 | 48 | 1.0000 | [1.0000, 1.0000] | 1.0000 | 1.0000 | +| generated_unsafe_rate_known_at_8 | 48 | 0.2682 | [0.1693, 0.4036] | 0.1030 | 0.2062 | +| hidden_chart_oracle_success_at_8 | 48 | 0.7292 | [0.6042, 0.8333] | 0.8707 | 0.7854 | +| hidden_chart_oracle_utility_at_8 | 48 | 1.5183 | [1.2906, 1.7056] | 1.7697 | 1.6191 | +| ncar_to_hidden_chart_oracle_at_8 | 35 | 0.9449 | [0.7809, 1.1019] | 0.8622 | 0.9734 | +| ncar_to_proposal_oracle_at_8 | 38 | 0.7986 | [0.4660, 1.1924] | 0.7412 | 0.8758 | +| outcome_ptr_at_8 | 48 | 0.4167 | [0.2708, 0.5417] | 0.3410 | 0.4229 | +| pairwise_causal_calibration_ece | 48 | 0.2128 | [0.1735, 0.2483] | 0.2897 | 0.2182 | +| proposal_oracle_safety_label_known_at_8 | 48 | 1.0000 | [1.0000, 1.0000] | 1.0000 | 1.0000 | +| proposal_oracle_success_at_8 | 48 | 0.2500 | [0.1250, 0.3542] | 0.2599 | 0.2562 | +| proposal_oracle_success_gain_over_base_at_8 | 48 | -0.0833 | [-0.2083, 0.0417] | -0.1970 | -0.0521 | +| proposal_oracle_unsafe_known_at_8 | 48 | 0.2708 | [0.1667, 0.3958] | 0.1040 | 0.2062 | +| proposal_oracle_utility_at_8 | 48 | 0.6530 | [0.4276, 0.8692] | 0.7644 | 0.6721 | +| proposal_oracle_utility_gain_over_base_at_8 | 48 | -0.1808 | [-0.3962, 0.0050] | -0.3269 | -0.1307 | +| selected_safety_label_known_at_8 | 48 | 1.0000 | [1.0000, 1.0000] | 1.0000 | 1.0000 | +| selected_success_at_8 | 48 | 0.1042 | [0.0208, 0.1875] | 0.0907 | 0.1000 | +| selected_success_gain_over_base_at_8 | 48 | -0.2292 | [-0.3333, -0.1042] | -0.3662 | -0.2083 | +| selected_unsafe_known_at_8 | 48 | 0.2500 | [0.1458, 0.3750] | 0.0960 | 0.1812 | +| selected_utility_at_8 | 48 | 0.3916 | [0.2352, 0.5472] | 0.3959 | 0.3956 | +| selected_utility_gain_over_base_at_8 | 48 | -0.4422 | [-0.6700, -0.2227] | -0.6954 | -0.4072 | +| selector_gap_fraction_to_hidden_at_8 | 35 | 0.3285 | [0.1780, 0.5014] | 0.4421 | 0.3119 | +| selector_regret_at_8 | 48 | 0.2614 | [0.0951, 0.4223] | 0.3685 | 0.2765 | +| success_selector_gap_at_8 | 48 | 0.1458 | [0.0417, 0.2500] | 0.1692 | 0.1562 | +| success_support_gap_at_8 | 48 | 0.5000 | [0.3542, 0.6250] | 0.6441 | 0.5542 | +| success_total_car_to_hidden_at_8 | 48 | 0.6250 | [0.4792, 0.7292] | 0.7800 | 0.6854 | +| support_gap_at_8 | 48 | 0.9044 | [0.6546, 1.1028] | 1.0656 | 0.9926 | +| support_gap_fraction_to_hidden_at_8 | 35 | 0.7408 | [0.5811, 0.9126] | 0.5917 | 0.7579 | +| total_car_to_hidden_at_8 | 48 | 1.1270 | [0.8684, 1.3169] | 1.3739 | 1.2237 | diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_metrics/table.tex b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_metrics/table.tex new file mode 100644 index 0000000000000000000000000000000000000000..936f80a049c671b9137c2b73c12af66b4cfdf3bb --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/measured_metrics/table.tex @@ -0,0 +1,41 @@ +% Auto-generated by scripts/eval_metrics.py +\begin{tabular}{lrrrr} +\toprule +Metric & N & Micro mean & CI low & CI high \\ +\midrule +any\_generated\_unsafe\_known\_at\_8 & 48 & 0.3333 & 0.2083 & 0.4792 \\ +base\_safety\_label\_known & 48 & 1.0000 & 1.0000 & 1.0000 \\ +base\_success & 48 & 0.3333 & 0.2083 & 0.4583 \\ +base\_unsafe\_known & 48 & 0.0000 & 0.0000 & 0.0000 \\ +base\_utility & 48 & 0.8338 & 0.5920 & 1.0708 \\ +branch\_car\_at\_8 & 48 & 0.2614 & 0.0951 & 0.4223 \\ +generated\_safety\_label\_coverage\_at\_8 & 48 & 1.0000 & 1.0000 & 1.0000 \\ +generated\_unsafe\_rate\_known\_at\_8 & 48 & 0.2682 & 0.1693 & 0.4036 \\ +hidden\_chart\_oracle\_success\_at\_8 & 48 & 0.7292 & 0.6042 & 0.8333 \\ +hidden\_chart\_oracle\_utility\_at\_8 & 48 & 1.5183 & 1.2906 & 1.7056 \\ +ncar\_to\_hidden\_chart\_oracle\_at\_8 & 35 & 0.9449 & 0.7809 & 1.1019 \\ +ncar\_to\_proposal\_oracle\_at\_8 & 38 & 0.7986 & 0.4660 & 1.1924 \\ +outcome\_ptr\_at\_8 & 48 & 0.4167 & 0.2708 & 0.5417 \\ +pairwise\_causal\_calibration\_ece & 48 & 0.2128 & 0.1735 & 0.2483 \\ +proposal\_oracle\_safety\_label\_known\_at\_8 & 48 & 1.0000 & 1.0000 & 1.0000 \\ +proposal\_oracle\_success\_at\_8 & 48 & 0.2500 & 0.1250 & 0.3542 \\ +proposal\_oracle\_success\_gain\_over\_base\_at\_8 & 48 & -0.0833 & -0.2083 & 0.0417 \\ +proposal\_oracle\_unsafe\_known\_at\_8 & 48 & 0.2708 & 0.1667 & 0.3958 \\ +proposal\_oracle\_utility\_at\_8 & 48 & 0.6530 & 0.4276 & 0.8692 \\ +proposal\_oracle\_utility\_gain\_over\_base\_at\_8 & 48 & -0.1808 & -0.3962 & 0.0050 \\ +selected\_safety\_label\_known\_at\_8 & 48 & 1.0000 & 1.0000 & 1.0000 \\ +selected\_success\_at\_8 & 48 & 0.1042 & 0.0208 & 0.1875 \\ +selected\_success\_gain\_over\_base\_at\_8 & 48 & -0.2292 & -0.3333 & -0.1042 \\ +selected\_unsafe\_known\_at\_8 & 48 & 0.2500 & 0.1458 & 0.3750 \\ +selected\_utility\_at\_8 & 48 & 0.3916 & 0.2352 & 0.5472 \\ +selected\_utility\_gain\_over\_base\_at\_8 & 48 & -0.4422 & -0.6700 & -0.2227 \\ +selector\_gap\_fraction\_to\_hidden\_at\_8 & 35 & 0.3285 & 0.1780 & 0.5014 \\ +selector\_regret\_at\_8 & 48 & 0.2614 & 0.0951 & 0.4223 \\ +success\_selector\_gap\_at\_8 & 48 & 0.1458 & 0.0417 & 0.2500 \\ +success\_support\_gap\_at\_8 & 48 & 0.5000 & 0.3542 & 0.6250 \\ +success\_total\_car\_to\_hidden\_at\_8 & 48 & 0.6250 & 0.4792 & 0.7292 \\ +support\_gap\_at\_8 & 48 & 0.9044 & 0.6546 & 1.1028 \\ +support\_gap\_fraction\_to\_hidden\_at\_8 & 35 & 0.7408 & 0.5811 & 0.9126 \\ +total\_car\_to\_hidden\_at\_8 & 48 & 1.1270 & 0.8684 & 1.3169 \\ +\bottomrule +\end{tabular} diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/metrics.json b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/metrics.json new file mode 100644 index 0000000000000000000000000000000000000000..4bcbc90fb426c7daa05dc2e929f5d3173f267187 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/metrics.json @@ -0,0 +1,2813 @@ +{ + "checkpoint": "runs/ctt_residual_base_context_obs_seed1/model.pt", + "k": 8, + "measured_metric_summary": { + "any_generated_unsafe_known_at_8": { + "macro_by_seed": { + "ci": { + "confidence": 0.95, + "high": 0.36875, + "low": 0.1375, + "mean": 0.26875, + "n": 40, + "num_samples": 200 + }, + "mean": 0.26875, + "per_seed": { + "1073161778": 0.0, + "1113371261": 0.0, + "1151410346": 0.0, + "1261930456": 0.0, + "1324133122": 0.0, + "1324642411": 0.0, + "1375492786": 1.0, + "141984615": 1.0, + "1461069713": 1.0, + "1480856810": 0.0, + "1509980664": 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"selected_utility_gain_over_base_at_8": -0.5585568100214005, + "selector_gap_fraction_to_hidden_at_8": 0.8506872930430188, + "selector_regret_at_8": 0.023376444975535076, + "success_selector_gap_at_8": 0.0, + "success_support_gap_at_8": 0.6666666666666666, + "success_total_car_to_hidden_at_8": 0.6666666666666666, + "support_gap_at_8": 1.1875135501225789, + "support_gap_fraction_to_hidden_at_8": 0.4568807953323259, + "total_car_to_hidden_at_8": 1.2060499787330627 + }, + "767747424": { + "any_generated_unsafe_known_at_8": 0.75, + "base_safety_label_known": 1.0, + "base_success": 0.5, + "base_unsafe_known": 0.0, + "base_utility": 1.0747087560594082, + "branch_car_at_8": 0.4677690644748509, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.75, + "hidden_chart_oracle_success_at_8": 0.25, + "hidden_chart_oracle_utility_at_8": 0.6737305596470833, + "ncar_to_hidden_chart_oracle_at_8": 0.7008801051561266, + "ncar_to_proposal_oracle_at_8": 0.27306559340142716, + "outcome_ptr_at_8": 0.25, + "pairwise_causal_calibration_ece": 0.21186127613271044, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.25, + "proposal_oracle_success_gain_over_base_at_8": -0.25, + "proposal_oracle_unsafe_known_at_8": 0.75, + "proposal_oracle_utility_at_8": 0.5825987188145518, + "proposal_oracle_utility_gain_over_base_at_8": -0.49211003724485636, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.0, + "selected_success_gain_over_base_at_8": -0.5, + "selected_unsafe_known_at_8": 0.75, + "selected_utility_at_8": 0.11482965433970094, + "selected_utility_gain_over_base_at_8": -0.9598791017197073, + "selector_gap_fraction_to_hidden_at_8": 0.45301742188642, + "selector_regret_at_8": 0.4677690644748509, + "success_selector_gap_at_8": 0.25, + "success_support_gap_at_8": 0.0, + "success_total_car_to_hidden_at_8": 0.25, + "support_gap_at_8": 0.1008116127923131, + "support_gap_fraction_to_hidden_at_8": 0.5865290868312131, + "total_car_to_hidden_at_8": 0.5589009053073823 + } +} diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/metrics_by_task.json b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/metrics_by_task.json new file mode 100644 index 0000000000000000000000000000000000000000..d6d11f2cc3a450f664e87243285fe7349a59ff8b --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/metrics_by_task.json @@ -0,0 +1,179 @@ +{ + "LiftPegUpright-v1": { + "any_generated_unsafe_known_at_8": 0.0, + "base_safety_label_known": 1.0, + "base_success": 0.0, + "base_unsafe_known": 0.0, + "base_utility": 0.4796089559793472, + "branch_car_at_8": 0.27571220099925997, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.0, + "hidden_chart_oracle_success_at_8": 1.0, + "hidden_chart_oracle_utility_at_8": 2.0, + "ncar_to_hidden_chart_oracle_at_8": 1.0061710496708212, + "ncar_to_proposal_oracle_at_8": 0.609724400531596, + "outcome_ptr_at_8": 0.4, + "pairwise_causal_calibration_ece": 0.238429922390122, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.2, + "proposal_oracle_success_gain_over_base_at_8": 0.2, + "proposal_oracle_unsafe_known_at_8": 0.0, + "proposal_oracle_utility_at_8": 0.746368744969368, + "proposal_oracle_utility_gain_over_base_at_8": 0.26675978899002073, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.0, + "selected_success_gain_over_base_at_8": 0.0, + "selected_unsafe_known_at_8": 0.0, + "selected_utility_at_8": 0.47065654397010803, + "selected_utility_gain_over_base_at_8": -0.008952412009239196, + "selector_gap_fraction_to_hidden_at_8": 0.2145824220820292, + "selector_regret_at_8": 0.27571220099925997, + "success_selector_gap_at_8": 0.2, + "success_support_gap_at_8": 0.8, + "success_total_car_to_hidden_at_8": 1.0, + "support_gap_at_8": 1.253631255030632, + "support_gap_fraction_to_hidden_at_8": 0.7915886343643382, + "total_car_to_hidden_at_8": 1.529343456029892 + }, + "PickCube-v1": { + "any_generated_unsafe_known_at_8": 0.0, + "base_safety_label_known": 1.0, + "base_success": 1.0, + "base_unsafe_known": 0.0, + "base_utility": 2.0, + "branch_car_at_8": 0.42483918368816376, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.0, + "hidden_chart_oracle_success_at_8": 1.0, + "hidden_chart_oracle_utility_at_8": 2.0, + "ncar_to_proposal_oracle_at_8": 0.2914308848915223, + "outcome_ptr_at_8": 0.0, + "pairwise_causal_calibration_ece": 0.5872235594375051, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.0, + "proposal_oracle_success_gain_over_base_at_8": -1.0, + "proposal_oracle_unsafe_known_at_8": 0.0, + "proposal_oracle_utility_at_8": 0.5422300696372986, + "proposal_oracle_utility_gain_over_base_at_8": -1.4577699303627014, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.0, + "selected_success_gain_over_base_at_8": -1.0, + "selected_unsafe_known_at_8": 0.0, + "selected_utility_at_8": 0.11739088594913483, + "selected_utility_gain_over_base_at_8": -1.8826091140508652, + "selector_regret_at_8": 0.42483918368816376, + "success_selector_gap_at_8": 0.0, + "success_support_gap_at_8": 1.0, + "success_total_car_to_hidden_at_8": 1.0, + "support_gap_at_8": 1.4577699303627014, + "total_car_to_hidden_at_8": 1.8826091140508652 + }, + "PullCube-v1": { + "any_generated_unsafe_known_at_8": 0.64, + "base_safety_label_known": 1.0, + "base_success": 0.36, + "base_unsafe_known": 0.0, + "base_utility": 0.8032506120204925, + "branch_car_at_8": 0.08737508155405521, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.515, + "hidden_chart_oracle_success_at_8": 0.52, + "hidden_chart_oracle_utility_at_8": 1.1467878860235214, + "ncar_to_hidden_chart_oracle_at_8": 0.9185687369573401, + "ncar_to_proposal_oracle_at_8": 0.3306076470778776, + "outcome_ptr_at_8": 0.32, + "pairwise_causal_calibration_ece": 0.19063219949188942, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.16, + "proposal_oracle_success_gain_over_base_at_8": -0.2, + "proposal_oracle_unsafe_known_at_8": 0.52, + "proposal_oracle_utility_at_8": 0.4362139014899731, + "proposal_oracle_utility_gain_over_base_at_8": -0.3670367105305195, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.12, + "selected_success_gain_over_base_at_8": -0.24, + "selected_unsafe_known_at_8": 0.48, + "selected_utility_at_8": 0.34883881993591787, + "selected_utility_gain_over_base_at_8": -0.4544117920845747, + "selector_gap_fraction_to_hidden_at_8": 0.3274577969540007, + "selector_regret_at_8": 0.08737508155405521, + "success_selector_gap_at_8": 0.04, + "success_support_gap_at_8": 0.36, + "success_total_car_to_hidden_at_8": 0.4, + "support_gap_at_8": 0.7140141661465168, + "support_gap_fraction_to_hidden_at_8": 0.7773188967552883, + "total_car_to_hidden_at_8": 0.7984041070193052 + }, + "PushCube-v1": { + "any_generated_unsafe_known_at_8": 0.0, + "base_safety_label_known": 1.0, + "base_success": 0.8333333333333334, + "base_unsafe_known": 0.0, + "base_utility": 1.6734557673335075, + "branch_car_at_8": 0.6080377548933029, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.0, + "hidden_chart_oracle_success_at_8": 0.8333333333333334, + "hidden_chart_oracle_utility_at_8": 1.7015800600250561, + "ncar_to_hidden_chart_oracle_at_8": 0.4668433247048637, + "ncar_to_proposal_oracle_at_8": 0.31211399775786897, + "outcome_ptr_at_8": 0.16666666666666666, + "pairwise_causal_calibration_ece": 0.21780097224558256, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.6666666666666666, + "proposal_oracle_success_gain_over_base_at_8": -0.16666666666666666, + "proposal_oracle_unsafe_known_at_8": 0.0, + "proposal_oracle_utility_at_8": 1.3810340563456218, + "proposal_oracle_utility_gain_over_base_at_8": -0.2924217109878858, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.3333333333333333, + "selected_success_gain_over_base_at_8": -0.5, + "selected_unsafe_known_at_8": 0.0, + "selected_utility_at_8": 0.7729963014523188, + "selected_utility_gain_over_base_at_8": -0.9004594658811887, + "selector_gap_fraction_to_hidden_at_8": 0.966843327091031, + "selector_regret_at_8": 0.6080377548933029, + "success_selector_gap_at_8": 0.3333333333333333, + "success_support_gap_at_8": 0.3333333333333333, + "success_total_car_to_hidden_at_8": 0.5, + "support_gap_at_8": 0.6189659436543783, + "support_gap_fraction_to_hidden_at_8": 0.0, + "total_car_to_hidden_at_8": 0.9285837585727373 + }, + "StackCube-v1": { + "any_generated_unsafe_known_at_8": 0.0, + "base_safety_label_known": 1.0, + "base_success": 0.09090909090909091, + "base_unsafe_known": 0.0, + "base_utility": 0.5003613992170854, + "branch_car_at_8": 0.44663686508482153, + "generated_safety_label_coverage_at_8": 1.0, + "generated_unsafe_rate_known_at_8": 0.0, + "hidden_chart_oracle_success_at_8": 1.0, + "hidden_chart_oracle_utility_at_8": 2.0, + "ncar_to_hidden_chart_oracle_at_8": 1.0574157315373272, + "ncar_to_proposal_oracle_at_8": 2.161977831364605, + "outcome_ptr_at_8": 0.8181818181818182, + "pairwise_causal_calibration_ece": 0.2145498532394649, + "proposal_oracle_safety_label_known_at_8": 1.0, + "proposal_oracle_success_at_8": 0.2727272727272727, + "proposal_oracle_success_gain_over_base_at_8": 0.18181818181818182, + "proposal_oracle_unsafe_known_at_8": 0.0, + "proposal_oracle_utility_at_8": 0.7163115712729368, + "proposal_oracle_utility_gain_over_base_at_8": 0.21595017205585132, + "selected_safety_label_known_at_8": 1.0, + "selected_success_at_8": 0.0, + "selected_success_gain_over_base_at_8": -0.09090909090909091, + "selected_unsafe_known_at_8": 0.0, + "selected_utility_at_8": 0.26967470618811523, + "selected_utility_gain_over_base_at_8": -0.23068669302897019, + "selector_gap_fraction_to_hidden_at_8": 0.2595030610999397, + "selector_regret_at_8": 0.44663686508482153, + "success_selector_gap_at_8": 0.2727272727272727, + "success_support_gap_at_8": 0.7272727272727273, + "success_total_car_to_hidden_at_8": 1.0, + "support_gap_at_8": 1.2836884287270633, + "support_gap_fraction_to_hidden_at_8": 0.7979126772384945, + "total_car_to_hidden_at_8": 1.7303252938118847 + } +} diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/report.md b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/report.md new file mode 100644 index 0000000000000000000000000000000000000000..4d3d78052edd19f411d56096823b6d1fa4315563 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/report.md @@ -0,0 +1,13 @@ +# CTT Generated Measured Rollout + +Rows: `48` +K: `8` +Checkpoint: `runs/ctt_residual_base_context_obs_seed1/model.pt` + +| Metric | Mean | +| --- | ---: | +| OutcomePTR@K | 0.4167 | +| SelectorRegret@K | 0.2614 | +| SupportGap@K | 0.8653 | + +These are measured simulator rollouts of decoded CTT candidates, not PPTC proxies. diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/run.log b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/run.log new file mode 100644 index 0000000000000000000000000000000000000000..356ac036387e17624376bda6da5dc9f32a7fe06b --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/run.log @@ -0,0 +1,535 @@ +start +importing gymnasium/mani_skill +imported gymnasium/mani_skill +loaded checkpoint=runs/ctt_residual_base_context_obs_seed1/model.pt +loaded charts source=301 target=48 +generated proposals rows=48 total=384 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-5799584ed40e211c50a5 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-715db95b13ebc6c977c8 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-7b229b60d7f64fb624cf candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-99f263cb3f383b1f6243 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=LiftPegUpright-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=LiftPegUpright-v1 chart=ms-ec2e4afb34b439731136 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=LiftPegUpright-v1 +env init sequential task=PickCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PickCube-v1 chart=ms-a9ac13384fe5afc835f1 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PickCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-06babf453b22ba8f2407 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-0e1ff8d16372796dac97 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-223b0a8319beb051a1ee candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-34726202b475d29cdf38 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-4cc40587ec490257b1d2 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-62f8c18a15c566ec4b00 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6661b157c41ad4d6ab85 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-6b789356d65b3312fbae candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7923b8196b397863cf4f candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7df455efd413d77e6ce3 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-7e295b5859c07c90487f candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8577816da2917a2bb63d candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-8e56b0eaa2604db6749e candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-972c5be72d0b24be7cd5 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-9757fc494e79b5543bb6 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-a8731059713697ce5e2a candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-ac94b48febe523da15a5 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b49043f15f4846de5b13 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b7d7021b782f73816083 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8c3ec3ea915c5d35b3e candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-b8fc1568ce66c45c8d8b candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-da555a03dd382d93e119 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f5dd1c43ebc4c0cfc3f1 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-f9740a08a98cb251b761 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PullCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PullCube-v1 chart=ms-fa8b4ba41ecac8030271 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PullCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-05f34a90fa7355262b8e candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-2413d1155c87f0442485 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-54346a8f79bd9dca1dfe candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-64f98d163b6bff29332b candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-c2ae2b78ab7891e74c80 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=PushCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=PushCube-v1 chart=ms-d4c37ed44fb338c1d551 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=PushCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-146ff6c3f22b3a49af3a candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-15fc8cc6f74cf589056f candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-36bc1364d2439099e9ed candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-420280f15a522ce21c72 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-4aed1197d0906ae51c34 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-55e78c04643bd06fd5f8 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-77536801924a2a78688e candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-9dd1ff4c297a81b13071 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d7254aa722729aa1a031 candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-d776afa14e6322cadedd candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +env init sequential task=StackCube-v1 batch=1 sim=physx_cpu render=cpu +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=0 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=1 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=2 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=3 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=4 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=5 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=6 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=7 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +execute sequential task=StackCube-v1 chart=ms-e887dbfa0133af46829d candidate=8 shape=(1, 1, 16, 7) clip_actions=False execution_action_scale=1.0 execution_action_transform=identity +batch done sequential task=StackCube-v1 +rollout complete rows=48 diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/source_data_hash.txt b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/source_data_hash.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ef49748c0932e9ccb1c83a065667e7a4032f7db --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/source_data_hash.txt @@ -0,0 +1 @@ +67f7b4a692f7c7e71da24378dc71e3399c5d35afc14c494869eba6087b765c42 diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/source_index.json b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/source_index.json new file mode 100644 index 0000000000000000000000000000000000000000..21f76a4f847a39cd7631c9675f06c81edf567240 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/source_index.json @@ -0,0 +1,4179 @@ +{ + "audience": "train_retrieval", + "base_candidate_types": [ + "policy", + "policy_residual", + "anchor", + "base", + "expert" + ], + "candidate_type_counts": { + "expert": 2044, + "near_miss": 4088, + "no_op": 2044, + "random_negative": 20440, + "wrong_direction": 2044, + "wrong_gripper": 2044 + }, + "content_hash": "67f7b4a692f7c7e71da24378dc71e3399c5d35afc14c494869eba6087b765c42", + "dataset": "/scratch/knguy52/dovla/experiments/six_task_h16_collection", + "deployment_candidate_excludes_expert": true, + "deployment_clean": true, + "embedding_content_hash": "00859bfac7590abb24a3e7cc4c26fbb17122ba52d9f63369b8bb71a6ad1bc302", + "epsilon": 0.05, + "format": "cil_charts_npz", + "group_hashes": [ + "001fcaa1974d30d8f6edbd3e9117a10a084af107360ce1b7899dba37d093d073", + "00526cba701d9c5d7399d0436d2718fe144013e2e0277c3e00f247c3f2b026e2", + "007da68284552fa257c5929a32c040913c93b9f31569bc4a9e0e5f469972c3f5", + "0081224c84c2faa89c82c842265c41240c850ffc35d5400b57531935df3d704d", + "00bbd346a4f8658a96b2167b8ed3b4a4275cd535f5b46ff6a2ba6fe55ab5af22", + 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b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/split_hash.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c0148defc082a565e8f22f83d8680e331b609cf --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/split_hash.txt @@ -0,0 +1 @@ +84151df9e88c219b76751677558cc5bbbc19082bf358cea7330158e9e403e25f diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/table.tex b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/table.tex new file mode 100644 index 0000000000000000000000000000000000000000..936f80a049c671b9137c2b73c12af66b4cfdf3bb --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/table.tex @@ -0,0 +1,41 @@ +% Auto-generated by scripts/eval_metrics.py +\begin{tabular}{lrrrr} +\toprule +Metric & N & Micro mean & CI low & CI high \\ +\midrule +any\_generated\_unsafe\_known\_at\_8 & 48 & 0.3333 & 0.2083 & 0.4792 \\ +base\_safety\_label\_known & 48 & 1.0000 & 1.0000 & 1.0000 \\ +base\_success & 48 & 0.3333 & 0.2083 & 0.4583 \\ +base\_unsafe\_known & 48 & 0.0000 & 0.0000 & 0.0000 \\ +base\_utility & 48 & 0.8338 & 0.5920 & 1.0708 \\ +branch\_car\_at\_8 & 48 & 0.2614 & 0.0951 & 0.4223 \\ +generated\_safety\_label\_coverage\_at\_8 & 48 & 1.0000 & 1.0000 & 1.0000 \\ +generated\_unsafe\_rate\_known\_at\_8 & 48 & 0.2682 & 0.1693 & 0.4036 \\ +hidden\_chart\_oracle\_success\_at\_8 & 48 & 0.7292 & 0.6042 & 0.8333 \\ +hidden\_chart\_oracle\_utility\_at\_8 & 48 & 1.5183 & 1.2906 & 1.7056 \\ +ncar\_to\_hidden\_chart\_oracle\_at\_8 & 35 & 0.9449 & 0.7809 & 1.1019 \\ +ncar\_to\_proposal\_oracle\_at\_8 & 38 & 0.7986 & 0.4660 & 1.1924 \\ +outcome\_ptr\_at\_8 & 48 & 0.4167 & 0.2708 & 0.5417 \\ +pairwise\_causal\_calibration\_ece & 48 & 0.2128 & 0.1735 & 0.2483 \\ +proposal\_oracle\_safety\_label\_known\_at\_8 & 48 & 1.0000 & 1.0000 & 1.0000 \\ +proposal\_oracle\_success\_at\_8 & 48 & 0.2500 & 0.1250 & 0.3542 \\ +proposal\_oracle\_success\_gain\_over\_base\_at\_8 & 48 & -0.0833 & -0.2083 & 0.0417 \\ +proposal\_oracle\_unsafe\_known\_at\_8 & 48 & 0.2708 & 0.1667 & 0.3958 \\ +proposal\_oracle\_utility\_at\_8 & 48 & 0.6530 & 0.4276 & 0.8692 \\ +proposal\_oracle\_utility\_gain\_over\_base\_at\_8 & 48 & -0.1808 & -0.3962 & 0.0050 \\ +selected\_safety\_label\_known\_at\_8 & 48 & 1.0000 & 1.0000 & 1.0000 \\ +selected\_success\_at\_8 & 48 & 0.1042 & 0.0208 & 0.1875 \\ +selected\_success\_gain\_over\_base\_at\_8 & 48 & -0.2292 & -0.3333 & -0.1042 \\ +selected\_unsafe\_known\_at\_8 & 48 & 0.2500 & 0.1458 & 0.3750 \\ +selected\_utility\_at\_8 & 48 & 0.3916 & 0.2352 & 0.5472 \\ +selected\_utility\_gain\_over\_base\_at\_8 & 48 & -0.4422 & -0.6700 & -0.2227 \\ +selector\_gap\_fraction\_to\_hidden\_at\_8 & 35 & 0.3285 & 0.1780 & 0.5014 \\ +selector\_regret\_at\_8 & 48 & 0.2614 & 0.0951 & 0.4223 \\ +success\_selector\_gap\_at\_8 & 48 & 0.1458 & 0.0417 & 0.2500 \\ +success\_support\_gap\_at\_8 & 48 & 0.5000 & 0.3542 & 0.6250 \\ +success\_total\_car\_to\_hidden\_at\_8 & 48 & 0.6250 & 0.4792 & 0.7292 \\ +support\_gap\_at\_8 & 48 & 0.9044 & 0.6546 & 1.1028 \\ +support\_gap\_fraction\_to\_hidden\_at\_8 & 35 & 0.7408 & 0.5811 & 0.9126 \\ +total\_car\_to\_hidden\_at\_8 & 48 & 1.1270 & 0.8684 & 1.3169 \\ +\bottomrule +\end{tabular} diff --git a/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/target_index.json b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/target_index.json new file mode 100644 index 0000000000000000000000000000000000000000..2415c78bcf485abf5d0c32c7b24c0da883a49988 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/target_index.json @@ -0,0 +1,911 @@ +{ + "audience": "evaluator_only", + "base_candidate_types": [ + "policy", + "policy_residual", + "anchor", + "base", + "expert" + ], + 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b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/train.log new file mode 100644 index 0000000000000000000000000000000000000000..f80506e3931298edd31aa8c8d641eee350eb1581 --- /dev/null +++ b/workspace/runs/ctt_residual_base_context_obs_rollout_test_perdim_trainmax_seed1/train.log @@ -0,0 +1 @@ +CTT checkpoint trained separately; rollout used checkpoint=runs/ctt_residual_base_context_obs_seed1/model.pt