First Push - SnowballTarget
Browse files- SnowballTarget.onnx +1 -1
- SnowballTarget/SnowballTarget-149984.onnx +1 -1
- SnowballTarget/SnowballTarget-149984.pt +1 -1
- SnowballTarget/SnowballTarget-199984.onnx +1 -1
- SnowballTarget/SnowballTarget-199984.pt +1 -1
- SnowballTarget/SnowballTarget-200112.onnx +1 -1
- SnowballTarget/SnowballTarget-200112.pt +1 -1
- SnowballTarget/SnowballTarget-49936.onnx +1 -1
- SnowballTarget/SnowballTarget-49936.pt +1 -1
- SnowballTarget/SnowballTarget-99960.onnx +1 -1
- SnowballTarget/SnowballTarget-99960.pt +1 -1
- SnowballTarget/checkpoint.pt +1 -1
- SnowballTarget/events.out.tfevents.1774516993.93bd6bb4963f.30321.0 +3 -0
- config.json +1 -1
- configuration.yaml +1 -1
- run_logs/Player-0.log +5 -8
- run_logs/timers.json +98 -98
- run_logs/training_status.json +12 -12
SnowballTarget.onnx
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SnowballTarget/SnowballTarget-149984.onnx
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SnowballTarget/SnowballTarget-199984.pt
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SnowballTarget/SnowballTarget-200112.onnx
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SnowballTarget/SnowballTarget-200112.pt
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SnowballTarget/SnowballTarget-49936.onnx
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SnowballTarget/SnowballTarget-49936.pt
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SnowballTarget/SnowballTarget-99960.onnx
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SnowballTarget/SnowballTarget-99960.pt
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SnowballTarget/checkpoint.pt
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SnowballTarget/events.out.tfevents.1774516993.93bd6bb4963f.30321.0
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config.json
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@@ -1 +1 @@
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-
{"default_settings": null, "behaviors": {"SnowballTarget": {"trainer_type": "ppo", "hyperparameters": {"batch_size": 128, "buffer_size": 2048, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "shared_critic": false, "learning_rate_schedule": "linear", "beta_schedule": "linear", "epsilon_schedule": "linear"}, "checkpoint_interval": 50000, "network_settings": {"normalize": false, "hidden_units": 256, "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": 10, "even_checkpoints": false, "max_steps": 200000, "time_horizon": 64, "summary_freq": 10000, "threaded": false, "self_play": null, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/linux/SnowballTarget/SnowballTarget", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "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, "no_graphics_monitor": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SnowballTarget1", "initialize_from": null, "load_model": false, "resume": false, "force":
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+
{"default_settings": null, "behaviors": {"SnowballTarget": {"trainer_type": "ppo", "hyperparameters": {"batch_size": 128, "buffer_size": 2048, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "shared_critic": false, "learning_rate_schedule": "linear", "beta_schedule": "linear", "epsilon_schedule": "linear"}, "checkpoint_interval": 50000, "network_settings": {"normalize": false, "hidden_units": 256, "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": 10, "even_checkpoints": false, "max_steps": 200000, "time_horizon": 64, "summary_freq": 10000, "threaded": false, "self_play": null, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/linux/SnowballTarget/SnowballTarget", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "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, "no_graphics_monitor": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SnowballTarget1", "initialize_from": null, "load_model": false, "resume": false, "force": true, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
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configuration.yaml
CHANGED
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@@ -70,7 +70,7 @@ checkpoint_settings:
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| 70 |
initialize_from: null
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load_model: false
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resume: false
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-
force:
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train_model: false
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inference: false
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results_dir: results
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initialize_from: null
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load_model: false
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resume: false
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+
force: true
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train_model: false
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inference: false
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results_dir: results
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run_logs/Player-0.log
CHANGED
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@@ -2,9 +2,6 @@ Mono path[0] = '/content/ml-agents/training-envs-executables/linux/SnowballTarge
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Mono config path = '/content/ml-agents/training-envs-executables/linux/SnowballTarget/SnowballTarget_Data/MonoBleedingEdge/etc'
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Preloaded 'lib_burst_generated.so'
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Preloaded 'libgrpc_csharp_ext.x64.so'
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-
PlayerPrefs - Creating folder: /root/.config/unity3d/Hugging Face
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-
PlayerPrefs - Creating folder: /root/.config/unity3d/Hugging Face/SnowballTarget
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-
Unable to load player prefs
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| 8 |
Initialize engine version: 2021.3.14f1 (eee1884e7226)
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| 9 |
[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/linux/SnowballTarget/SnowballTarget_Data/UnitySubsystems
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Forcing GfxDevice: Null
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@@ -34,7 +31,7 @@ ALSA lib pcm.c:2664:(snd_pcm_open_noupdate) Unknown PCM default
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FMOD failed to initialize the output device.: "Error initializing output device. " (60)
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FMOD initialized on nosound output
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Begin MonoManager ReloadAssembly
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-
- Completed reload, in 0.
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ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
| 39 |
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
| 40 |
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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|
@@ -45,7 +42,7 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
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|
| 45 |
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
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| 46 |
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
| 47 |
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
| 48 |
-
UnloadTime: 0.
|
| 49 |
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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requesting resize 84 x 84
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Setting up 1 worker threads for Enlighten.
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@@ -178,13 +175,13 @@ Memory Statistics:
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Peak usage frame count: [4.0 MB-8.0 MB]: 5458 frames
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Requested Block Size 16.0 MB
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Peak Block count 1
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-
Peak Allocated memory
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Peak Large allocation bytes 0 B
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[ALLOC_DEFAULT_THREAD]
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Peak usage frame count: [16.0 MB-32.0 MB]: 5458 frames
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Requested Block Size 16.0 MB
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Peak Block count 1
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-
Peak Allocated memory 17.
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Peak Large allocation bytes 16.0 MB
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[ALLOC_TEMP_JOB_1_FRAME]
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Initial Block Size 2.0 MB
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@@ -213,7 +210,7 @@ Memory Statistics:
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Used Block count 1
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Peak Allocated bytes 1.0 MB
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[ALLOC_GFX_MAIN]
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-
Peak usage frame count: [32.0 KB-64.0 KB]:
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Requested Block Size 16.0 MB
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Peak Block count 1
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Peak Allocated memory 66.4 KB
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Mono config path = '/content/ml-agents/training-envs-executables/linux/SnowballTarget/SnowballTarget_Data/MonoBleedingEdge/etc'
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Preloaded 'lib_burst_generated.so'
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Preloaded 'libgrpc_csharp_ext.x64.so'
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Initialize engine version: 2021.3.14f1 (eee1884e7226)
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[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/linux/SnowballTarget/SnowballTarget_Data/UnitySubsystems
|
| 7 |
Forcing GfxDevice: Null
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FMOD failed to initialize the output device.: "Error initializing output device. " (60)
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FMOD initialized on nosound output
|
| 33 |
Begin MonoManager ReloadAssembly
|
| 34 |
+
- Completed reload, in 0.090 seconds
|
| 35 |
ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
| 36 |
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
| 37 |
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
|
|
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| 42 |
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
| 43 |
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
| 44 |
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
| 45 |
+
UnloadTime: 0.696018 ms
|
| 46 |
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
| 47 |
requesting resize 84 x 84
|
| 48 |
Setting up 1 worker threads for Enlighten.
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|
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| 175 |
Peak usage frame count: [4.0 MB-8.0 MB]: 5458 frames
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Requested Block Size 16.0 MB
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Peak Block count 1
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+
Peak Allocated memory 7.1 MB
|
| 179 |
Peak Large allocation bytes 0 B
|
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[ALLOC_DEFAULT_THREAD]
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Peak usage frame count: [16.0 MB-32.0 MB]: 5458 frames
|
| 182 |
Requested Block Size 16.0 MB
|
| 183 |
Peak Block count 1
|
| 184 |
+
Peak Allocated memory 17.3 MB
|
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Peak Large allocation bytes 16.0 MB
|
| 186 |
[ALLOC_TEMP_JOB_1_FRAME]
|
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Initial Block Size 2.0 MB
|
|
|
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Used Block count 1
|
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Peak Allocated bytes 1.0 MB
|
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[ALLOC_GFX_MAIN]
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+
Peak usage frame count: [32.0 KB-64.0 KB]: 4965 frames, [64.0 KB-128.0 KB]: 493 frames
|
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Requested Block Size 16.0 MB
|
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Peak Block count 1
|
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Peak Allocated memory 66.4 KB
|
run_logs/timers.json
CHANGED
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@@ -2,15 +2,15 @@
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"name": "root",
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"gauges": {
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"SnowballTarget.Policy.Entropy.mean": {
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-
"value": 0.
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"min": 0.
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"max": 2.
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"count": 20
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},
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"SnowballTarget.Policy.Entropy.sum": {
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-
"value":
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-
"min":
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-
"max":
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"count": 20
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},
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"SnowballTarget.Step.mean": {
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@@ -26,39 +26,39 @@
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"count": 20
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},
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| 28 |
"SnowballTarget.Policy.ExtrinsicValueEstimate.mean": {
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-
"value":
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-
"min": 0.
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-
"max":
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"count": 20
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},
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"SnowballTarget.Policy.ExtrinsicValueEstimate.sum": {
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-
"value":
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-
"min":
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-
"max":
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"count": 20
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},
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| 40 |
"SnowballTarget.Losses.PolicyLoss.mean": {
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| 41 |
-
"value": 0.
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| 42 |
-
"min": 0.
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| 43 |
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"max": 0.
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"count": 20
|
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},
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"SnowballTarget.Losses.PolicyLoss.sum": {
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| 47 |
-
"value": 0.
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-
"min": 0.
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| 49 |
-
"max": 0.
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"count": 20
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},
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"SnowballTarget.Losses.ValueLoss.mean": {
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| 53 |
-
"value": 0.
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| 54 |
-
"min": 0.
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| 55 |
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"max": 0.
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"count": 20
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},
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| 58 |
"SnowballTarget.Losses.ValueLoss.sum": {
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| 59 |
-
"value": 0.
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| 60 |
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"min": 0.
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-
"max": 1.
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"count": 20
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},
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"SnowballTarget.Policy.LearningRate.mean": {
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@@ -110,27 +110,27 @@
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"count": 20
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| 111 |
},
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| 112 |
"SnowballTarget.Environment.CumulativeReward.mean": {
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-
"value":
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| 114 |
-
"min":
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-
"max":
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"count": 20
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},
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"SnowballTarget.Environment.CumulativeReward.sum": {
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"value":
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-
"min":
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-
"max":
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"count": 20
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"SnowballTarget.Policy.ExtrinsicReward.mean": {
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"value":
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-
"min":
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-
"max":
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"count": 20
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},
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"SnowballTarget.Policy.ExtrinsicReward.sum": {
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-
"value":
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-
"min":
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| 133 |
-
"max":
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"count": 20
|
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},
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"SnowballTarget.IsTraining.mean": {
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@@ -148,67 +148,67 @@
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},
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| 149 |
"metadata": {
|
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"self": 0.5189596280006299
|
| 323 |
}
|
| 324 |
}
|
| 325 |
},
|
| 326 |
"_update_policy": {
|
| 327 |
+
"total": 138.3958690150016,
|
| 328 |
"count": 90,
|
| 329 |
+
"self": 66.3936062779585,
|
| 330 |
"children": {
|
| 331 |
"TorchPPOOptimizer.update": {
|
| 332 |
+
"total": 72.00226273704311,
|
| 333 |
"count": 4587,
|
| 334 |
+
"self": 72.00226273704311
|
| 335 |
}
|
| 336 |
}
|
| 337 |
}
|
|
|
|
| 340 |
}
|
| 341 |
},
|
| 342 |
"trainer_threads": {
|
| 343 |
+
"total": 1.3170001693652011e-06,
|
| 344 |
"count": 1,
|
| 345 |
+
"self": 1.3170001693652011e-06
|
| 346 |
},
|
| 347 |
"TrainerController._save_models": {
|
| 348 |
+
"total": 0.11116263099938806,
|
| 349 |
"count": 1,
|
| 350 |
+
"self": 0.0012555889989016578,
|
| 351 |
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|
| 352 |
"RLTrainer._checkpoint": {
|
| 353 |
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"total": 0.1099070420004864,
|
| 354 |
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|
| 355 |
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"self": 0.1099070420004864
|
| 356 |
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|
| 357 |
}
|
| 358 |
}
|
run_logs/training_status.json
CHANGED
|
@@ -4,8 +4,8 @@
|
|
| 4 |
{
|
| 5 |
"steps": 49936,
|
| 6 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-49936.onnx",
|
| 7 |
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"reward":
|
| 8 |
-
"creation_time":
|
| 9 |
"auxillary_file_paths": [
|
| 10 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-49936.pt"
|
| 11 |
]
|
|
@@ -13,8 +13,8 @@
|
|
| 13 |
{
|
| 14 |
"steps": 99960,
|
| 15 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-99960.onnx",
|
| 16 |
-
"reward": 22.
|
| 17 |
-
"creation_time":
|
| 18 |
"auxillary_file_paths": [
|
| 19 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-99960.pt"
|
| 20 |
]
|
|
@@ -22,8 +22,8 @@
|
|
| 22 |
{
|
| 23 |
"steps": 149984,
|
| 24 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-149984.onnx",
|
| 25 |
-
"reward":
|
| 26 |
-
"creation_time":
|
| 27 |
"auxillary_file_paths": [
|
| 28 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-149984.pt"
|
| 29 |
]
|
|
@@ -31,8 +31,8 @@
|
|
| 31 |
{
|
| 32 |
"steps": 199984,
|
| 33 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-199984.onnx",
|
| 34 |
-
"reward":
|
| 35 |
-
"creation_time":
|
| 36 |
"auxillary_file_paths": [
|
| 37 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-199984.pt"
|
| 38 |
]
|
|
@@ -40,8 +40,8 @@
|
|
| 40 |
{
|
| 41 |
"steps": 200112,
|
| 42 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-200112.onnx",
|
| 43 |
-
"reward":
|
| 44 |
-
"creation_time":
|
| 45 |
"auxillary_file_paths": [
|
| 46 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-200112.pt"
|
| 47 |
]
|
|
@@ -50,8 +50,8 @@
|
|
| 50 |
"final_checkpoint": {
|
| 51 |
"steps": 200112,
|
| 52 |
"file_path": "results/SnowballTarget1/SnowballTarget.onnx",
|
| 53 |
-
"reward":
|
| 54 |
-
"creation_time":
|
| 55 |
"auxillary_file_paths": [
|
| 56 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-200112.pt"
|
| 57 |
]
|
|
|
|
| 4 |
{
|
| 5 |
"steps": 49936,
|
| 6 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-49936.onnx",
|
| 7 |
+
"reward": 15.727272727272727,
|
| 8 |
+
"creation_time": 1774517156.249616,
|
| 9 |
"auxillary_file_paths": [
|
| 10 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-49936.pt"
|
| 11 |
]
|
|
|
|
| 13 |
{
|
| 14 |
"steps": 99960,
|
| 15 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-99960.onnx",
|
| 16 |
+
"reward": 22.454545454545453,
|
| 17 |
+
"creation_time": 1774517319.344353,
|
| 18 |
"auxillary_file_paths": [
|
| 19 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-99960.pt"
|
| 20 |
]
|
|
|
|
| 22 |
{
|
| 23 |
"steps": 149984,
|
| 24 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-149984.onnx",
|
| 25 |
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"reward": 25.363636363636363,
|
| 26 |
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"creation_time": 1774517486.635206,
|
| 27 |
"auxillary_file_paths": [
|
| 28 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-149984.pt"
|
| 29 |
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|
|
|
|
| 31 |
{
|
| 32 |
"steps": 199984,
|
| 33 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-199984.onnx",
|
| 34 |
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"reward": 25.181818181818183,
|
| 35 |
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"creation_time": 1774517651.4590328,
|
| 36 |
"auxillary_file_paths": [
|
| 37 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-199984.pt"
|
| 38 |
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|
|
|
|
| 40 |
{
|
| 41 |
"steps": 200112,
|
| 42 |
"file_path": "results/SnowballTarget1/SnowballTarget/SnowballTarget-200112.onnx",
|
| 43 |
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"reward": 25.181818181818183,
|
| 44 |
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"creation_time": 1774517651.5890005,
|
| 45 |
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|
| 46 |
"results/SnowballTarget1/SnowballTarget/SnowballTarget-200112.pt"
|
| 47 |
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|
|
|
|
| 50 |
"final_checkpoint": {
|
| 51 |
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|
| 52 |
"file_path": "results/SnowballTarget1/SnowballTarget.onnx",
|
| 53 |
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"reward": 25.181818181818183,
|
| 54 |
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"creation_time": 1774517651.5890005,
|
| 55 |
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| 56 |
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| 57 |
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