l2 lin

README.md

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+
+---
+      tags:
+      - unity-ml-agents
+      - ml-agents
+      - deep-reinforcement-learning
+      - reinforcement-learning
+      - ML-Agents-SoccerTwos
+      library_name: ml-agents
+---
+    
+  # **poca** Agent playing **SoccerTwos**
+  This is a trained model of a **poca** agent playing **SoccerTwos** using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
+  
+  ## Usage (with ML-Agents)
+  The Documentation: https://github.com/huggingface/ml-agents#get-started
+  We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
+
+
+  ### Resume the training
+  ```
+  mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
+  ```
+  ### Watch your Agent play
+  You can watch your agent **playing directly in your browser:**.
+  
+  1. Go to https://huggingface.co/spaces/unity/ML-Agents-SoccerTwos
+  2. Step 1: Write your model_id: dfm794/poca-SoccerTwos-2-l
+  3. Step 2: Select your *.nn /*.onnx file
+  4. Click on Watch the agent play 👀
+  

SoccerTwos.onnx

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SoccerTwos/checkpoint.pt

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config.json

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+{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "linear", "beta_schedule": "linear", "epsilon_schedule": "linear"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 50000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": false, "force": true, "train_model": false, "inference": false, "results_dir": "results-l2-linear"}, "torch_settings": {"device": null}, "debug": false}

configuration.yaml

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+default_settings: null
+behaviors:
+  SoccerTwos:
+    trainer_type: poca
+    hyperparameters:
+      batch_size: 2048
+      buffer_size: 20480
+      learning_rate: 0.0003
+      beta: 0.005
+      epsilon: 0.2
+      lambd: 0.95
+      num_epoch: 3
+      learning_rate_schedule: linear
+      beta_schedule: linear
+      epsilon_schedule: linear
+    checkpoint_interval: 500000
+    network_settings:
+      normalize: false
+      hidden_units: 512
+      num_layers: 2
+      vis_encode_type: simple
+      memory: null
+      goal_conditioning_type: hyper
+      deterministic: false
+    reward_signals:
+      extrinsic:
+        gamma: 0.99
+        strength: 1.0
+        network_settings:
+          normalize: false
+          hidden_units: 128
+          num_layers: 2
+          vis_encode_type: simple
+          memory: null
+          goal_conditioning_type: hyper
+          deterministic: false
+    init_path: null
+    keep_checkpoints: 5
+    even_checkpoints: false
+    max_steps: 50000000
+    time_horizon: 1000
+    summary_freq: 10000
+    threaded: false
+    self_play:
+      save_steps: 50000
+      team_change: 200000
+      swap_steps: 2000
+      window: 10
+      play_against_latest_model_ratio: 0.5
+      initial_elo: 1200.0
+    behavioral_cloning: null
+env_settings:
+  env_path: ./training-envs-executables/SoccerTwos/SoccerTwos.x86_64
+  env_args: null
+  base_port: 5005
+  num_envs: 1
+  num_areas: 1
+  seed: -1
+  max_lifetime_restarts: 10
+  restarts_rate_limit_n: 1
+  restarts_rate_limit_period_s: 60
+engine_settings:
+  width: 84
+  height: 84
+  quality_level: 5
+  time_scale: 20
+  target_frame_rate: -1
+  capture_frame_rate: 60
+  no_graphics: true
+environment_parameters: null
+checkpoint_settings:
+  run_id: SoccerTwos
+  initialize_from: null
+  load_model: false
+  resume: false
+  force: true
+  train_model: false
+  inference: false
+  results_dir: results-l2-linear
+torch_settings:
+  device: null
+debug: false

run_logs/Player-0.log

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+      Peak Large allocation bytes 0 B
+    [ALLOC_DEFAULT_THREAD]
+      Peak usage frame count: [16.0 MB-32.0 MB]: 941223 frames
+      Requested Block Size 16.0 MB
+      Peak Block count 1
+      Peak Allocated memory 17.4 MB
+      Peak Large allocation bytes 16.0 MB
+[ALLOC_TEMP_JOB_1_FRAME]
+  Initial Block Size 2.0 MB
+  Used Block Count 1
+  Overflow Count (too large) 0
+  Overflow Count (full) 0
+[ALLOC_TEMP_JOB_2_FRAMES]
+  Initial Block Size 2.0 MB
+  Used Block Count 1
+  Overflow Count (too large) 0
+  Overflow Count (full) 0
+[ALLOC_TEMP_JOB_4_FRAMES (JobTemp)]
+  Initial Block Size 2.0 MB
+  Used Block Count 2
+  Overflow Count (too large) 0
+  Overflow Count (full) 0
+[ALLOC_TEMP_JOB_ASYNC (Background)]
+  Initial Block Size 1.0 MB
+  Used Block Count 3
+  Overflow Count (too large) 0
+  Overflow Count (full) 0
+[ALLOC_GFX] Dual Thread Allocator
+  Peak main deferred allocation count 0
+    [ALLOC_BUCKET]
+      Large Block size 4.0 MB
+      Used Block count 1
+      Peak Allocated bytes 1.0 MB
+    [ALLOC_GFX_MAIN]
+      Peak usage frame count: [32.0 KB-64.0 KB]: 941222 frames, [64.0 KB-128.0 KB]: 1 frames
+      Requested Block Size 16.0 MB
+      Peak Block count 1
+      Peak Allocated memory 65.6 KB
+      Peak Large allocation bytes 0 B
+    [ALLOC_GFX_THREAD]
+      Peak usage frame count: [128.0 KB-256.0 KB]: 941223 frames
+      Requested Block Size 16.0 MB
+      Peak Block count 1
+      Peak Allocated memory 173.5 KB
+      Peak Large allocation bytes 0 B
+[ALLOC_CACHEOBJECTS] Dual Thread Allocator
+  Peak main deferred allocation count 0
+    [ALLOC_BUCKET]
+      Large Block size 4.0 MB
+      Used Block count 1
+      Peak Allocated bytes 1.0 MB
+    [ALLOC_CACHEOBJECTS_MAIN]
+      Peak usage frame count: [0.5 MB-1.0 MB]: 941223 frames
+      Requested Block Size 4.0 MB
+      Peak Block count 1
+      Peak Allocated memory 0.6 MB
+      Peak Large allocation bytes 0 B
+    [ALLOC_CACHEOBJECTS_THREAD]
+      Peak usage frame count: [0.5 MB-1.0 MB]: 941222 frames, [4.0 MB-8.0 MB]: 1 frames
+      Requested Block Size 4.0 MB
+      Peak Block count 2
+      Peak Allocated memory 4.4 MB
+      Peak Large allocation bytes 0 B
+[ALLOC_TYPETREE] Dual Thread Allocator
+  Peak main deferred allocation count 0
+    [ALLOC_BUCKET]
+      Large Block size 4.0 MB
+      Used Block count 1
+      Peak Allocated bytes 1.0 MB
+    [ALLOC_TYPETREE_MAIN]
+      Peak usage frame count: [0-1.0 KB]: 941223 frames
+      Requested Block Size 2.0 MB
+      Peak Block count 1
+      Peak Allocated memory 1.0 KB
+      Peak Large allocation bytes 0 B
+    [ALLOC_TYPETREE_THREAD]
+      Peak usage frame count: [1.0 KB-2.0 KB]: 941222 frames, [2.0 KB-4.0 KB]: 1 frames
+      Requested Block Size 2.0 MB
+      Peak Block count 1
+      Peak Allocated memory 2.2 KB
+      Peak Large allocation bytes 0 B

run_logs/Player-1.log

@@ -0,0 +1,43 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Begin MonoManager ReloadAssembly
+- Completed reload, in  0.083 seconds
+ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+UnloadTime: 0.757952 ms
+Registered Communicator in Agent.
+ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+requesting resize 84 x 84
+Setting up 12 worker threads for Enlighten.

run_logs/Player-10.log

@@ -0,0 +1,43 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Begin MonoManager ReloadAssembly
+- Completed reload, in  0.100 seconds
+ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+UnloadTime: 0.684850 ms
+Registered Communicator in Agent.
+ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+requesting resize 84 x 84
+Setting up 12 worker threads for Enlighten.

run_logs/Player-11.log

@@ -0,0 +1,39 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Caught fatal signal - signo:11 code:1 errno:0 addr:0x13
+Obtained 25 stack frames.
+#0  0x007fe7602bd420 in funlockfile
+#1  0x007fe761172df8 in std::_Rb_tree<void const*, void const*, std::_Identity<void const*>, std::less<void const*>, std::allocator<void const*> >::_M_erase(std::_Rb_tree_node<void const*>*)
+#2  0x007fe760e3d21e in operator delete[](void*, std::nothrow_t const&)
+#3  0x007fe760e376dd in operator delete[](void*, std::nothrow_t const&)
+#4  0x007fe760e31955 in operator new(unsigned long)
+#5  0x007fe760e31631 in operator delete(void*)
+#6  0x007fe761ffab15 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#7  0x007fe76209d36b in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#8  0x007fe76209d6be in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#9  0x007fe76209d838 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#10 0x007fe76209d9d4 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#11 0x007fe762022358 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#12 0x007fe7620176fe in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#13 0x007fe7615324d8 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#14 0x007fe7615315a9 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#15 0x007fe7615348d3 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#16 0x007fe7612b40b7 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#17 0x007fe7612b3935 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#18 0x007fe7612a09f7 in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#19 0x007fe7612a0fab in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#20 0x007fe760e49651 in operator delete[](void*, std::nothrow_t const&)
+#21 0x007fe761095cc5 in int* std::_V2::__rotate<int*>(int*, int*, int*, std::random_access_iterator_tag)
+#22 0x007fe7612c382a in PlayerMain(int, char**)
+#23 0x007fe7600db083 in __libc_start_main
+#24 0x00000000201029 in (Unknown)

run_logs/Player-12.log

@@ -0,0 +1,39 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Caught fatal signal - signo:11 code:1 errno:0 addr:0x13
+Obtained 25 stack frames.
+#0  0x007fb12141a420 in funlockfile
+#1  0x007fb1222cfdf8 in std::_Rb_tree<void const*, void const*, std::_Identity<void const*>, std::less<void const*>, std::allocator<void const*> >::_M_erase(std::_Rb_tree_node<void const*>*)
+#2  0x007fb121f9a21e in operator delete[](void*, std::nothrow_t const&)
+#3  0x007fb121f946dd in operator delete[](void*, std::nothrow_t const&)
+#4  0x007fb121f8e955 in operator new(unsigned long)
+#5  0x007fb121f8e631 in operator delete(void*)
+#6  0x007fb123157b15 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#7  0x007fb1231fa36b in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#8  0x007fb1231fa6be in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#9  0x007fb1231fa838 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#10 0x007fb1231fa9d4 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#11 0x007fb12317f358 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#12 0x007fb1231746fe in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#13 0x007fb12268f4d8 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#14 0x007fb12268e5a9 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#15 0x007fb1226918d3 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#16 0x007fb1224110b7 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#17 0x007fb122410935 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#18 0x007fb1223fd9f7 in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#19 0x007fb1223fdfab in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#20 0x007fb121fa6651 in operator delete[](void*, std::nothrow_t const&)
+#21 0x007fb1221f2cc5 in int* std::_V2::__rotate<int*>(int*, int*, int*, std::random_access_iterator_tag)
+#22 0x007fb12242082a in PlayerMain(int, char**)
+#23 0x007fb121238083 in __libc_start_main
+#24 0x00000000201029 in (Unknown)

run_logs/Player-13.log

@@ -0,0 +1,43 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Begin MonoManager ReloadAssembly
+- Completed reload, in  0.116 seconds
+ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+UnloadTime: 0.753578 ms
+Registered Communicator in Agent.
+ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+requesting resize 84 x 84
+Setting up 12 worker threads for Enlighten.

run_logs/Player-14.log

@@ -0,0 +1,39 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Caught fatal signal - signo:11 code:1 errno:0 addr:0x13
+Obtained 25 stack frames.
+#0  0x007f0070e58420 in funlockfile
+#1  0x007f0071d0ddf8 in std::_Rb_tree<void const*, void const*, std::_Identity<void const*>, std::less<void const*>, std::allocator<void const*> >::_M_erase(std::_Rb_tree_node<void const*>*)
+#2  0x007f00719d821e in operator delete[](void*, std::nothrow_t const&)
+#3  0x007f00719d26dd in operator delete[](void*, std::nothrow_t const&)
+#4  0x007f00719cc955 in operator new(unsigned long)
+#5  0x007f00719cc631 in operator delete(void*)
+#6  0x007f0072b95b15 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#7  0x007f0072c3836b in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#8  0x007f0072c386be in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#9  0x007f0072c38838 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#10 0x007f0072c389d4 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#11 0x007f0072bbd358 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#12 0x007f0072bb26fe in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#13 0x007f00720cd4d8 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#14 0x007f00720cc5a9 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#15 0x007f00720cf8d3 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#16 0x007f0071e4f0b7 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#17 0x007f0071e4e935 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#18 0x007f0071e3b9f7 in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#19 0x007f0071e3bfab in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#20 0x007f00719e4651 in operator delete[](void*, std::nothrow_t const&)
+#21 0x007f0071c30cc5 in int* std::_V2::__rotate<int*>(int*, int*, int*, std::random_access_iterator_tag)
+#22 0x007f0071e5e82a in PlayerMain(int, char**)
+#23 0x007f0070c76083 in __libc_start_main
+#24 0x00000000201029 in (Unknown)

run_logs/Player-15.log

@@ -0,0 +1,39 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Caught fatal signal - signo:11 code:1 errno:0 addr:0x13
+Obtained 25 stack frames.
+#0  0x007f7530e32420 in funlockfile
+#1  0x007f7531ce7df8 in std::_Rb_tree<void const*, void const*, std::_Identity<void const*>, std::less<void const*>, std::allocator<void const*> >::_M_erase(std::_Rb_tree_node<void const*>*)
+#2  0x007f75319b221e in operator delete[](void*, std::nothrow_t const&)
+#3  0x007f75319ac6dd in operator delete[](void*, std::nothrow_t const&)
+#4  0x007f75319a6955 in operator new(unsigned long)
+#5  0x007f75319a6631 in operator delete(void*)
+#6  0x007f7532b6fb15 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#7  0x007f7532c1236b in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#8  0x007f7532c126be in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#9  0x007f7532c12838 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#10 0x007f7532c129d4 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#11 0x007f7532b97358 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#12 0x007f7532b8c6fe in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#13 0x007f75320a74d8 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#14 0x007f75320a65a9 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#15 0x007f75320a98d3 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#16 0x007f7531e290b7 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#17 0x007f7531e28935 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#18 0x007f7531e159f7 in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#19 0x007f7531e15fab in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#20 0x007f75319be651 in operator delete[](void*, std::nothrow_t const&)
+#21 0x007f7531c0acc5 in int* std::_V2::__rotate<int*>(int*, int*, int*, std::random_access_iterator_tag)
+#22 0x007f7531e3882a in PlayerMain(int, char**)
+#23 0x007f7530c50083 in __libc_start_main
+#24 0x00000000201029 in (Unknown)

run_logs/Player-2.log

@@ -0,0 +1,43 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Begin MonoManager ReloadAssembly
+- Completed reload, in  0.102 seconds
+ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+UnloadTime: 0.684580 ms
+Registered Communicator in Agent.
+ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+requesting resize 84 x 84
+Setting up 12 worker threads for Enlighten.

run_logs/Player-3.log

@@ -0,0 +1,43 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Begin MonoManager ReloadAssembly
+- Completed reload, in  0.129 seconds
+ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+WARNING: Shader Unsupported: 'Standard' - All subshaders removed
+WARNING: Shader Did you use #pragma only_renderers and omit this platform?
+WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
+UnloadTime: 0.626835 ms
+Registered Communicator in Agent.
+ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+requesting resize 84 x 84
+Setting up 12 worker threads for Enlighten.

run_logs/Player-4.log

@@ -0,0 +1,41 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+FMOD failed to get number of drivers ... : "An error occured that wasn't supposed to.  Contact support. " (33)
+Forced to initialize FMOD to to the device driver's system output rate 48000, this may impact performance and/or give inconsistent experiences compared to selected sample rate 48000
+Caught fatal signal - signo:11 code:1 errno:0 addr:0x13
+Obtained 25 stack frames.
+#0  0x007f9240b71420 in funlockfile
+#1  0x007f9241a26df8 in std::_Rb_tree<void const*, void const*, std::_Identity<void const*>, std::less<void const*>, std::allocator<void const*> >::_M_erase(std::_Rb_tree_node<void const*>*)
+#2  0x007f92416f121e in operator delete[](void*, std::nothrow_t const&)
+#3  0x007f92416eb6dd in operator delete[](void*, std::nothrow_t const&)
+#4  0x007f92416e5955 in operator new(unsigned long)
+#5  0x007f92416e5631 in operator delete(void*)
+#6  0x007f92428aeb15 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#7  0x007f924295136b in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#8  0x007f92429516be in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#9  0x007f9242951838 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#10 0x007f92429519d4 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#11 0x007f92428d6358 in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#12 0x007f92428cb6fe in std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > >::operator=(std::vector<std::pair<int, unsigned int>, std::allocator<std::pair<int, unsigned int> > > const&)
+#13 0x007f9241de64d8 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#14 0x007f9241de55c1 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#15 0x007f9241de88d3 in std::pair<std::_Rb_tree_iterator<int>, bool> std::_Rb_tree<int, int, std::_Identity<int>, std::less<int>, std::allocator<int> >::_M_insert_unique<int const&>(int const&)
+#16 0x007f9241b680b7 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#17 0x007f9241b67935 in std::_Rb_tree<int, std::pair<int const, int>, std::_Select1st<std::pair<int const, int> >, std::less<int>, std::allocator<std::pair<int const, int> > >::_M_erase(std::_Rb_tree_node<std::pair<int const, int> >*)
+#18 0x007f9241b549f7 in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#19 0x007f9241b54fab in void std::vector<unsigned int, std::allocator<unsigned int> >::_M_assign_aux<__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > > >(__gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, __gnu_cxx::__normal_iterator<unsigned int*, std::vector<unsigned int, std::allocator<unsigned int> > >, std::forward_iterator_tag)
+#20 0x007f92416fd651 in operator delete[](void*, std::nothrow_t const&)
+#21 0x007f9241949cc5 in int* std::_V2::__rotate<int*>(int*, int*, int*, std::random_access_iterator_tag)
+#22 0x007f9241b7782a in PlayerMain(int, char**)
+#23 0x007f924098f083 in __libc_start_main
+#24 0x00000000201029 in (Unknown)

run_logs/Player-5.log

@@ -0,0 +1,43 @@
+Mono path[0] = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
+Mono config path = '/home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
+Preloaded 'lib_burst_generated.so'
+Preloaded 'libgrpc_csharp_ext.x64.so'
+Initialize engine version: 2021.3.14f1 (eee1884e7226)
+[Subsystems] Discovering subsystems at path /home/dfm/dev/huggingface/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
+Forcing GfxDevice: Null
+GfxDevice: creating device client; threaded=0; jobified=0
+NullGfxDevice:
+    Version:  NULL 1.0 [1.0]
+    Renderer: Null Device
+    Vendor:   Unity Technologies
+Begin MonoManager ReloadAssembly
+- Completed reload, in  0.088 seconds
+ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
+ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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run_logs/Player-6.log

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run_logs/Player-7.log

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run_logs/Player-8.log

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run_logs/Player-9.log

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run_logs/timers.json

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run_logs/training_status.json

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