Nablaaa commited on
Commit
ce0f3cd
·
verified ·
1 Parent(s): f03c98b

Longer trained agent

Browse files
SnowballTarget/SnowballTarget-149984.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d4077a522c941b20db55809b5914b213b0bfd25e3ddbf37cfb78b9a9168fdd2d
3
  size 650646
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bfd95c6aed079c6731cb9b167a427ddd6e99a4df1970b13339739f0fc36660f0
3
  size 650646
SnowballTarget/SnowballTarget-149984.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3289b77832848b0ef7431e1a959b58c24385d5caf38a1705e43c798b95e71734
3
  size 3849883
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8b7e2aaae342201ac33f948e7d578f706af1189f347518e171f31893cad18d4b
3
  size 3849883
SnowballTarget/SnowballTarget-199984.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0adad92ba1a720e27752f59151df1978ca8478e888c945a7a02f60efd2a6f96f
3
  size 650646
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:00a7a60000a637ecf38ff1b3b06754b1c96d92093070a43b94871fe52dbc2fb6
3
  size 650646
SnowballTarget/SnowballTarget-199984.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:095b087dea3f26540a76a82a56376920b1412d447adb8c278b310ff888f19494
3
  size 3849883
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:543dcbeb01e6cdbaacc3efe7f08dd9a803689711812c8efdbe10b2f2e0c40a46
3
  size 3849883
SnowballTarget/SnowballTarget-249944.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5495685b97e443f87c9a08922be4073d14fcbc7ae6b3a5996cc31f616ee06ba5
3
+ size 650646
SnowballTarget/SnowballTarget-249944.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b16da0918861dd8bd9fb1603d4ef093cba0e2b4d114754d3a73918bf33b2a83e
3
+ size 3849883
SnowballTarget/SnowballTarget-299968.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:24631fb6e3e38b64547c020a0231445ff786eecbf04f2ab2f8343bb5b4d2692e
3
+ size 650646
SnowballTarget/SnowballTarget-299968.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c7d07c7d5e2ca3474b1ab1cf36cc803f725831aefb37437aa4f96b8ca3d51233
3
+ size 3849883
SnowballTarget/SnowballTarget-349992.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8963dc5eb83f1f993403931f3c5bd11bbd5299b110e82bd2faf505a1714f2cee
3
+ size 650646
SnowballTarget/SnowballTarget-349992.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4463844144791c0a904750242955e42014919e2d8f9491ec62d4f4db20925b8c
3
+ size 3849883
SnowballTarget/SnowballTarget-399992.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:64e48fb18e000c8f6e6acfbe379364bc2d43aca7ca3017b64196e182b9be0dd7
3
+ size 650646
SnowballTarget/SnowballTarget-399992.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e0f220337cffba1fa61336038e29892f9e37cce8e8d1b4eb24ffb5a09934c08
3
+ size 3849883
SnowballTarget/SnowballTarget-449952.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d50a3eb5a9308338729c2e6d926975ad550f24e3042e1d54c539a969a21fb847
3
+ size 650646
SnowballTarget/SnowballTarget-449952.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:66696a5d437264016c1702d60eddb1b7d1b9895e0dfe2c2c4783e62d20c81bdb
3
+ size 3849883
SnowballTarget/SnowballTarget-49936.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ec42000cc02d4acc14c2cfd8dda86b1804d898acdf95a6a7fe7893cf0dab27b5
3
  size 650646
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:728022f972a7140f93b04e047b19d7d8d1339690ce57d86606a191628acccc55
3
  size 650646
SnowballTarget/SnowballTarget-49936.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:013275b33227a973cbce214f39409b0504e2352cb7e0f9880a0fc74f23171d09
3
  size 3849808
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6b3255fe3d8071a8a948dce6cd0b843168b3c61572e1d10a0e01ade327e5bbcc
3
  size 3849808
SnowballTarget/SnowballTarget-499976.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d2328f903229b478496e8b08a0753682931b11e12583d82bdc6c8bff0ede2c16
3
+ size 650646
SnowballTarget/SnowballTarget-499976.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0cda30ff4a11f3b59508af6d6be56e26cb89da5f4e10e17f4366beb292f0e741
3
+ size 3849883
SnowballTarget/SnowballTarget-99960.onnx CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a3764db3c265f7a36cbb73b45411a8221c5d2106268eb456ef01e9a725ce169b
3
  size 650646
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee07749d84b637ceeb7d02cd082f7caa6fdb9458a48f6c2fe7d25f4862160199
3
  size 650646
SnowballTarget/SnowballTarget-99960.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:aee2d5380cc917a3b05bd5e31470fc2422907421133feb1a124df40a0455708f
3
  size 3849808
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:94aacceefed5085aa4ed93537c28343dc04024c290889d4cb993eaf39cfc6ff6
3
  size 3849808
SnowballTarget/checkpoint.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6e13aff550d61e756d95a6707d0c9cc6925d7ac85464d13aee8d5fbe1ab1a6ac
3
  size 3849058
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf67a98209ffa1db3d5f19aa95911d991cbf7b6cf0959f2488a73c71247a793a
3
  size 3849058
SnowballTarget/events.out.tfevents.1731659828.2768e6f224c9.20216.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91a209758501e4dd9924d9c7fa75441603493d3f95fd5b8dae84f36c17497fce
3
+ size 51263
config.json CHANGED
@@ -1 +1 @@
1
- {"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": true, "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": "SnowballTarget2", "initialize_from": null, "load_model": false, "resume": false, "force": true, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
 
1
+ {"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": 1000000, "time_horizon": 64, "summary_freq": 10000, "threaded": true, "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": "SnowballTarget3", "initialize_from": null, "load_model": false, "resume": false, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
configuration.yaml CHANGED
@@ -38,7 +38,7 @@ behaviors:
38
  init_path: null
39
  keep_checkpoints: 10
40
  even_checkpoints: false
41
- max_steps: 200000
42
  time_horizon: 64
43
  summary_freq: 10000
44
  threaded: true
@@ -66,11 +66,11 @@ engine_settings:
66
  no_graphics_monitor: false
67
  environment_parameters: null
68
  checkpoint_settings:
69
- run_id: SnowballTarget2
70
  initialize_from: null
71
  load_model: false
72
  resume: false
73
- force: true
74
  train_model: false
75
  inference: false
76
  results_dir: results
 
38
  init_path: null
39
  keep_checkpoints: 10
40
  even_checkpoints: false
41
+ max_steps: 1000000
42
  time_horizon: 64
43
  summary_freq: 10000
44
  threaded: true
 
66
  no_graphics_monitor: false
67
  environment_parameters: null
68
  checkpoint_settings:
69
+ run_id: SnowballTarget3
70
  initialize_from: null
71
  load_model: false
72
  resume: false
73
+ force: false
74
  train_model: false
75
  inference: false
76
  results_dir: results
run_logs/Player-0.log CHANGED
@@ -31,7 +31,7 @@ ALSA lib pcm.c:2664:(snd_pcm_open_noupdate) Unknown PCM default
31
  FMOD failed to initialize the output device.: "Error initializing output device. " (60)
32
  FMOD initialized on nosound output
33
  Begin MonoManager ReloadAssembly
34
- - Completed reload, in 0.100 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)
@@ -42,7 +42,7 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
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: 0.598904 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.
@@ -50,7 +50,7 @@ Memory Statistics:
50
  [ALLOC_TEMP_TLS] TLS Allocator
51
  StackAllocators :
52
  [ALLOC_TEMP_MAIN]
53
- Peak usage frame count: [8.0 KB-16.0 KB]: 5368 frames, [16.0 KB-32.0 KB]: 91 frames, [2.0 MB-4.0 MB]: 1 frames
54
  Initial Block Size 4.0 MB
55
  Current Block Size 4.0 MB
56
  Peak Allocated Bytes 2.0 MB
@@ -166,22 +166,22 @@ Memory Statistics:
166
  Peak Allocated Bytes 0 B
167
  Overflow Count 0
168
  [ALLOC_DEFAULT] Dual Thread Allocator
169
- Peak main deferred allocation count 36
170
  [ALLOC_BUCKET]
171
  Large Block size 4.0 MB
172
  Used Block count 1
173
  Peak Allocated bytes 1.0 MB
174
  [ALLOC_DEFAULT_MAIN]
175
- Peak usage frame count: [4.0 MB-8.0 MB]: 5460 frames
176
  Requested Block Size 16.0 MB
177
  Peak Block count 1
178
- Peak Allocated memory 6.6 MB
179
  Peak Large allocation bytes 0 B
180
  [ALLOC_DEFAULT_THREAD]
181
- Peak usage frame count: [16.0 MB-32.0 MB]: 5460 frames
182
  Requested Block Size 16.0 MB
183
  Peak Block count 1
184
- Peak Allocated memory 17.8 MB
185
  Peak Large allocation bytes 16.0 MB
186
  [ALLOC_TEMP_JOB_1_FRAME]
187
  Initial Block Size 2.0 MB
@@ -210,13 +210,13 @@ Memory Statistics:
210
  Used Block count 1
211
  Peak Allocated bytes 1.0 MB
212
  [ALLOC_GFX_MAIN]
213
- Peak usage frame count: [32.0 KB-64.0 KB]: 4718 frames, [64.0 KB-128.0 KB]: 742 frames
214
  Requested Block Size 16.0 MB
215
  Peak Block count 1
216
  Peak Allocated memory 66.4 KB
217
  Peak Large allocation bytes 0 B
218
  [ALLOC_GFX_THREAD]
219
- Peak usage frame count: [32.0 KB-64.0 KB]: 5460 frames
220
  Requested Block Size 16.0 MB
221
  Peak Block count 1
222
  Peak Allocated memory 39.6 KB
@@ -228,13 +228,13 @@ Memory Statistics:
228
  Used Block count 1
229
  Peak Allocated bytes 1.0 MB
230
  [ALLOC_CACHEOBJECTS_MAIN]
231
- Peak usage frame count: [0.5 MB-1.0 MB]: 5460 frames
232
  Requested Block Size 4.0 MB
233
  Peak Block count 1
234
  Peak Allocated memory 0.6 MB
235
  Peak Large allocation bytes 0 B
236
  [ALLOC_CACHEOBJECTS_THREAD]
237
- Peak usage frame count: [0.5 MB-1.0 MB]: 5459 frames, [2.0 MB-4.0 MB]: 1 frames
238
  Requested Block Size 4.0 MB
239
  Peak Block count 1
240
  Peak Allocated memory 2.2 MB
@@ -246,13 +246,13 @@ Memory Statistics:
246
  Used Block count 1
247
  Peak Allocated bytes 1.0 MB
248
  [ALLOC_TYPETREE_MAIN]
249
- Peak usage frame count: [0-1.0 KB]: 5460 frames
250
  Requested Block Size 2.0 MB
251
  Peak Block count 1
252
  Peak Allocated memory 1.0 KB
253
  Peak Large allocation bytes 0 B
254
  [ALLOC_TYPETREE_THREAD]
255
- Peak usage frame count: [1.0 KB-2.0 KB]: 5460 frames
256
  Requested Block Size 2.0 MB
257
  Peak Block count 1
258
  Peak Allocated memory 1.7 KB
 
31
  FMOD failed to initialize the output device.: "Error initializing output device. " (60)
32
  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)
 
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: 0.711357 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.
 
50
  [ALLOC_TEMP_TLS] TLS Allocator
51
  StackAllocators :
52
  [ALLOC_TEMP_MAIN]
53
+ Peak usage frame count: [8.0 KB-16.0 KB]: 14734 frames, [16.0 KB-32.0 KB]: 249 frames, [2.0 MB-4.0 MB]: 1 frames
54
  Initial Block Size 4.0 MB
55
  Current Block Size 4.0 MB
56
  Peak Allocated Bytes 2.0 MB
 
166
  Peak Allocated Bytes 0 B
167
  Overflow Count 0
168
  [ALLOC_DEFAULT] Dual Thread Allocator
169
+ Peak main deferred allocation count 40
170
  [ALLOC_BUCKET]
171
  Large Block size 4.0 MB
172
  Used Block count 1
173
  Peak Allocated bytes 1.0 MB
174
  [ALLOC_DEFAULT_MAIN]
175
+ Peak usage frame count: [4.0 MB-8.0 MB]: 10822 frames, [8.0 MB-16.0 MB]: 4162 frames
176
  Requested Block Size 16.0 MB
177
  Peak Block count 1
178
+ Peak Allocated memory 10.0 MB
179
  Peak Large allocation bytes 0 B
180
  [ALLOC_DEFAULT_THREAD]
181
+ Peak usage frame count: [16.0 MB-32.0 MB]: 14984 frames
182
  Requested Block Size 16.0 MB
183
  Peak Block count 1
184
+ Peak Allocated memory 17.6 MB
185
  Peak Large allocation bytes 16.0 MB
186
  [ALLOC_TEMP_JOB_1_FRAME]
187
  Initial Block Size 2.0 MB
 
210
  Used Block count 1
211
  Peak Allocated bytes 1.0 MB
212
  [ALLOC_GFX_MAIN]
213
+ Peak usage frame count: [32.0 KB-64.0 KB]: 14376 frames, [64.0 KB-128.0 KB]: 608 frames
214
  Requested Block Size 16.0 MB
215
  Peak Block count 1
216
  Peak Allocated memory 66.4 KB
217
  Peak Large allocation bytes 0 B
218
  [ALLOC_GFX_THREAD]
219
+ Peak usage frame count: [32.0 KB-64.0 KB]: 14984 frames
220
  Requested Block Size 16.0 MB
221
  Peak Block count 1
222
  Peak Allocated memory 39.6 KB
 
228
  Used Block count 1
229
  Peak Allocated bytes 1.0 MB
230
  [ALLOC_CACHEOBJECTS_MAIN]
231
+ Peak usage frame count: [0.5 MB-1.0 MB]: 14984 frames
232
  Requested Block Size 4.0 MB
233
  Peak Block count 1
234
  Peak Allocated memory 0.6 MB
235
  Peak Large allocation bytes 0 B
236
  [ALLOC_CACHEOBJECTS_THREAD]
237
+ Peak usage frame count: [0.5 MB-1.0 MB]: 14983 frames, [2.0 MB-4.0 MB]: 1 frames
238
  Requested Block Size 4.0 MB
239
  Peak Block count 1
240
  Peak Allocated memory 2.2 MB
 
246
  Used Block count 1
247
  Peak Allocated bytes 1.0 MB
248
  [ALLOC_TYPETREE_MAIN]
249
+ Peak usage frame count: [0-1.0 KB]: 14984 frames
250
  Requested Block Size 2.0 MB
251
  Peak Block count 1
252
  Peak Allocated memory 1.0 KB
253
  Peak Large allocation bytes 0 B
254
  [ALLOC_TYPETREE_THREAD]
255
+ Peak usage frame count: [1.0 KB-2.0 KB]: 14984 frames
256
  Requested Block Size 2.0 MB
257
  Peak Block count 1
258
  Peak Allocated memory 1.7 KB
run_logs/timers.json CHANGED
@@ -2,213 +2,213 @@
2
  "name": "root",
3
  "gauges": {
4
  "SnowballTarget.Policy.Entropy.mean": {
5
- "value": 1.0531104803085327,
6
- "min": 1.0515899658203125,
7
- "max": 2.864750623703003,
8
- "count": 20
9
  },
10
  "SnowballTarget.Policy.Entropy.sum": {
11
- "value": 10055.0986328125,
12
- "min": 10055.0986328125,
13
- "max": 29306.3984375,
14
- "count": 20
15
  },
16
  "SnowballTarget.Step.mean": {
17
- "value": 199984.0,
18
  "min": 9952.0,
19
- "max": 199984.0,
20
- "count": 20
21
  },
22
  "SnowballTarget.Step.sum": {
23
- "value": 199984.0,
24
  "min": 9952.0,
25
- "max": 199984.0,
26
- "count": 20
27
  },
28
  "SnowballTarget.Policy.ExtrinsicValueEstimate.mean": {
29
- "value": 12.895304679870605,
30
- "min": 0.3762494921684265,
31
- "max": 12.895304679870605,
32
- "count": 20
33
  },
34
  "SnowballTarget.Policy.ExtrinsicValueEstimate.sum": {
35
- "value": 2514.58447265625,
36
- "min": 72.99240112304688,
37
- "max": 2612.8486328125,
38
- "count": 20
39
  },
40
  "SnowballTarget.Environment.EpisodeLength.mean": {
41
  "value": 199.0,
42
  "min": 199.0,
43
  "max": 199.0,
44
- "count": 20
45
  },
46
  "SnowballTarget.Environment.EpisodeLength.sum": {
47
- "value": 8756.0,
48
  "min": 8756.0,
49
  "max": 10945.0,
50
- "count": 20
51
  },
52
  "SnowballTarget.Losses.PolicyLoss.mean": {
53
- "value": 0.0748114301495929,
54
- "min": 0.06069616162183629,
55
- "max": 0.07670052113997586,
56
- "count": 20
57
  },
58
  "SnowballTarget.Losses.PolicyLoss.sum": {
59
- "value": 0.2992457205983716,
60
- "min": 0.25766538139706585,
61
- "max": 0.364691838142736,
62
- "count": 20
63
  },
64
  "SnowballTarget.Losses.ValueLoss.mean": {
65
- "value": 0.1843809053374856,
66
- "min": 0.14226837355447203,
67
- "max": 0.2635548769989434,
68
- "count": 20
69
  },
70
  "SnowballTarget.Losses.ValueLoss.sum": {
71
- "value": 0.7375236213499424,
72
- "min": 0.5690734942178881,
73
- "max": 1.3162286325412638,
74
- "count": 20
75
  },
76
  "SnowballTarget.Policy.LearningRate.mean": {
77
- "value": 8.082097306000005e-06,
78
- "min": 8.082097306000005e-06,
79
- "max": 0.000291882002706,
80
- "count": 20
81
  },
82
  "SnowballTarget.Policy.LearningRate.sum": {
83
- "value": 3.232838922400002e-05,
84
- "min": 3.232838922400002e-05,
85
- "max": 0.00138516003828,
86
- "count": 20
87
  },
88
  "SnowballTarget.Policy.Epsilon.mean": {
89
- "value": 0.10269400000000001,
90
- "min": 0.10269400000000001,
91
- "max": 0.19729400000000002,
92
- "count": 20
93
  },
94
  "SnowballTarget.Policy.Epsilon.sum": {
95
- "value": 0.41077600000000003,
96
- "min": 0.41077600000000003,
97
- "max": 0.96172,
98
- "count": 20
99
  },
100
  "SnowballTarget.Policy.Beta.mean": {
101
- "value": 0.0001444306000000001,
102
- "min": 0.0001444306000000001,
103
- "max": 0.0048649706,
104
- "count": 20
105
  },
106
  "SnowballTarget.Policy.Beta.sum": {
107
- "value": 0.0005777224000000004,
108
- "min": 0.0005777224000000004,
109
- "max": 0.023089828,
110
- "count": 20
111
  },
112
  "SnowballTarget.Environment.CumulativeReward.mean": {
113
- "value": 24.90909090909091,
114
- "min": 3.8181818181818183,
115
- "max": 25.836363636363636,
116
- "count": 20
117
  },
118
  "SnowballTarget.Environment.CumulativeReward.sum": {
119
- "value": 1096.0,
120
- "min": 168.0,
121
- "max": 1421.0,
122
- "count": 20
123
  },
124
  "SnowballTarget.Policy.ExtrinsicReward.mean": {
125
- "value": 24.90909090909091,
126
- "min": 3.8181818181818183,
127
- "max": 25.836363636363636,
128
- "count": 20
129
  },
130
  "SnowballTarget.Policy.ExtrinsicReward.sum": {
131
- "value": 1096.0,
132
- "min": 168.0,
133
- "max": 1421.0,
134
- "count": 20
135
  },
136
  "SnowballTarget.IsTraining.mean": {
137
  "value": 1.0,
138
  "min": 1.0,
139
  "max": 1.0,
140
- "count": 20
141
  },
142
  "SnowballTarget.IsTraining.sum": {
143
  "value": 1.0,
144
  "min": 1.0,
145
  "max": 1.0,
146
- "count": 20
147
  }
148
  },
149
  "metadata": {
150
  "timer_format_version": "0.1.0",
151
- "start_time_seconds": "1731658729",
152
  "python_version": "3.10.12 (main, Sep 11 2024, 15:47:36) [GCC 11.4.0]",
153
- "command_line_arguments": "/usr/local/bin/mlagents-learn ./config/ppo/SnowballTarget.yaml --env=./training-envs-executables/linux/SnowballTarget/SnowballTarget --run-id=SnowballTarget2 --no-graphics --force",
154
  "mlagents_version": "1.2.0.dev0",
155
  "mlagents_envs_version": "1.2.0.dev0",
156
  "communication_protocol_version": "1.5.0",
157
  "pytorch_version": "2.5.0+cu121",
158
  "numpy_version": "1.23.5",
159
- "end_time_seconds": "1731659178"
160
  },
161
- "total": 449.0562200210002,
162
  "count": 1,
163
- "self": 0.39342205999992075,
164
  "children": {
165
  "run_training.setup": {
166
- "total": 0.055959089000225504,
167
  "count": 1,
168
- "self": 0.055959089000225504
169
  },
170
  "TrainerController.start_learning": {
171
- "total": 448.606838872,
172
  "count": 1,
173
- "self": 0.5366459120032232,
174
  "children": {
175
  "TrainerController._reset_env": {
176
- "total": 2.056270374000178,
177
  "count": 1,
178
- "self": 2.056270374000178
179
  },
180
  "TrainerController.advance": {
181
- "total": 445.92497908999667,
182
- "count": 18200,
183
- "self": 0.2633672639753968,
184
  "children": {
185
  "env_step": {
186
- "total": 445.66161182602127,
187
- "count": 18200,
188
- "self": 271.6532638969966,
189
  "children": {
190
  "SubprocessEnvManager._take_step": {
191
- "total": 173.7485385520472,
192
- "count": 18200,
193
- "self": 1.4044748550645636,
194
  "children": {
195
  "TorchPolicy.evaluate": {
196
- "total": 172.34406369698263,
197
- "count": 18200,
198
- "self": 172.34406369698263
199
  }
200
  }
201
  },
202
  "workers": {
203
- "total": 0.2598093769775005,
204
- "count": 18200,
205
  "self": 0.0,
206
  "children": {
207
  "worker_root": {
208
- "total": 447.5599846289806,
209
- "count": 18200,
210
  "is_parallel": true,
211
- "self": 238.45577563399002,
212
  "children": {
213
  "run_training.setup": {
214
  "total": 0.0,
@@ -217,48 +217,48 @@
217
  "self": 0.0,
218
  "children": {
219
  "steps_from_proto": {
220
- "total": 0.0022691120002491516,
221
  "count": 1,
222
  "is_parallel": true,
223
- "self": 0.0007232300013129134,
224
  "children": {
225
  "_process_rank_one_or_two_observation": {
226
- "total": 0.0015458819989362382,
227
  "count": 10,
228
  "is_parallel": true,
229
- "self": 0.0015458819989362382
230
  }
231
  }
232
  },
233
  "UnityEnvironment.step": {
234
- "total": 0.0354464930001086,
235
  "count": 1,
236
  "is_parallel": true,
237
- "self": 0.0006147270000838034,
238
  "children": {
239
  "UnityEnvironment._generate_step_input": {
240
- "total": 0.0003884669999933976,
241
  "count": 1,
242
  "is_parallel": true,
243
- "self": 0.0003884669999933976
244
  },
245
  "communicator.exchange": {
246
- "total": 0.032559694000156014,
247
  "count": 1,
248
  "is_parallel": true,
249
- "self": 0.032559694000156014
250
  },
251
  "steps_from_proto": {
252
- "total": 0.0018836049998753879,
253
  "count": 1,
254
  "is_parallel": true,
255
- "self": 0.0003584909991332097,
256
  "children": {
257
  "_process_rank_one_or_two_observation": {
258
- "total": 0.0015251140007421782,
259
  "count": 10,
260
  "is_parallel": true,
261
- "self": 0.0015251140007421782
262
  }
263
  }
264
  }
@@ -267,34 +267,34 @@
267
  }
268
  },
269
  "UnityEnvironment.step": {
270
- "total": 209.10420899499059,
271
- "count": 18199,
272
  "is_parallel": true,
273
- "self": 9.693483582916997,
274
  "children": {
275
  "UnityEnvironment._generate_step_input": {
276
- "total": 5.035387233001529,
277
- "count": 18199,
278
  "is_parallel": true,
279
- "self": 5.035387233001529
280
  },
281
  "communicator.exchange": {
282
- "total": 162.81739321303758,
283
- "count": 18199,
284
  "is_parallel": true,
285
- "self": 162.81739321303758
286
  },
287
  "steps_from_proto": {
288
- "total": 31.557944966034484,
289
- "count": 18199,
290
  "is_parallel": true,
291
- "self": 5.869603582032141,
292
  "children": {
293
  "_process_rank_one_or_two_observation": {
294
- "total": 25.688341384002342,
295
- "count": 181990,
296
  "is_parallel": true,
297
- "self": 25.688341384002342
298
  }
299
  }
300
  }
@@ -309,9 +309,9 @@
309
  }
310
  },
311
  "trainer_threads": {
312
- "total": 3.700799970829394e-05,
313
  "count": 1,
314
- "self": 3.700799970829394e-05,
315
  "children": {
316
  "thread_root": {
317
  "total": 0.0,
@@ -320,36 +320,36 @@
320
  "self": 0.0,
321
  "children": {
322
  "trainer_advance": {
323
- "total": 440.2358200241797,
324
- "count": 693915,
325
  "is_parallel": true,
326
- "self": 14.564972983992902,
327
  "children": {
328
  "process_trajectory": {
329
- "total": 241.96448296518702,
330
- "count": 693915,
331
  "is_parallel": true,
332
- "self": 241.3043989621874,
333
  "children": {
334
  "RLTrainer._checkpoint": {
335
- "total": 0.6600840029996107,
336
- "count": 4,
337
  "is_parallel": true,
338
- "self": 0.6600840029996107
339
  }
340
  }
341
  },
342
  "_update_policy": {
343
- "total": 183.70636407499978,
344
- "count": 90,
345
  "is_parallel": true,
346
- "self": 57.93966929200724,
347
  "children": {
348
  "TorchPPOOptimizer.update": {
349
- "total": 125.76669478299254,
350
- "count": 4587,
351
  "is_parallel": true,
352
- "self": 125.76669478299254
353
  }
354
  }
355
  }
@@ -360,14 +360,14 @@
360
  }
361
  },
362
  "TrainerController._save_models": {
363
- "total": 0.08890648800024792,
364
  "count": 1,
365
- "self": 0.0011352550000083284,
366
  "children": {
367
  "RLTrainer._checkpoint": {
368
- "total": 0.08777123300023959,
369
  "count": 1,
370
- "self": 0.08777123300023959
371
  }
372
  }
373
  }
 
2
  "name": "root",
3
  "gauges": {
4
  "SnowballTarget.Policy.Entropy.mean": {
5
+ "value": 0.8140169382095337,
6
+ "min": 0.8097283244132996,
7
+ "max": 2.858764410018921,
8
+ "count": 54
9
  },
10
  "SnowballTarget.Policy.Entropy.sum": {
11
+ "value": 8354.255859375,
12
+ "min": 7731.2861328125,
13
+ "max": 29245.16015625,
14
+ "count": 54
15
  },
16
  "SnowballTarget.Step.mean": {
17
+ "value": 539960.0,
18
  "min": 9952.0,
19
+ "max": 539960.0,
20
+ "count": 54
21
  },
22
  "SnowballTarget.Step.sum": {
23
+ "value": 539960.0,
24
  "min": 9952.0,
25
+ "max": 539960.0,
26
+ "count": 54
27
  },
28
  "SnowballTarget.Policy.ExtrinsicValueEstimate.mean": {
29
+ "value": 13.846375465393066,
30
+ "min": 0.37345069646835327,
31
+ "max": 13.900613784790039,
32
+ "count": 54
33
  },
34
  "SnowballTarget.Policy.ExtrinsicValueEstimate.sum": {
35
+ "value": 2824.66064453125,
36
+ "min": 72.44943237304688,
37
+ "max": 2831.68505859375,
38
+ "count": 54
39
  },
40
  "SnowballTarget.Environment.EpisodeLength.mean": {
41
  "value": 199.0,
42
  "min": 199.0,
43
  "max": 199.0,
44
+ "count": 54
45
  },
46
  "SnowballTarget.Environment.EpisodeLength.sum": {
47
+ "value": 10945.0,
48
  "min": 8756.0,
49
  "max": 10945.0,
50
+ "count": 54
51
  },
52
  "SnowballTarget.Losses.PolicyLoss.mean": {
53
+ "value": 0.06835144121729422,
54
+ "min": 0.05989573233811968,
55
+ "max": 0.07579183326675311,
56
+ "count": 54
57
  },
58
  "SnowballTarget.Losses.PolicyLoss.sum": {
59
+ "value": 0.3417572060864711,
60
+ "min": 0.2395829293524787,
61
+ "max": 0.3735196143962265,
62
+ "count": 54
63
  },
64
  "SnowballTarget.Losses.ValueLoss.mean": {
65
+ "value": 0.16497854584572363,
66
+ "min": 0.1240604159059277,
67
+ "max": 0.28862007277853347,
68
+ "count": 54
69
  },
70
  "SnowballTarget.Losses.ValueLoss.sum": {
71
+ "value": 0.8248927292286181,
72
+ "min": 0.4962416636237108,
73
+ "max": 1.4431003638926674,
74
+ "count": 54
75
  },
76
  "SnowballTarget.Policy.LearningRate.mean": {
77
+ "value": 0.00013964645345120003,
78
+ "min": 0.00013964645345120003,
79
+ "max": 0.0002983764005411999,
80
+ "count": 54
81
  },
82
  "SnowballTarget.Policy.LearningRate.sum": {
83
+ "value": 0.0006982322672560001,
84
+ "min": 0.0005704658098448,
85
+ "max": 0.001477032007656,
86
+ "count": 54
87
  },
88
  "SnowballTarget.Policy.Epsilon.mean": {
89
+ "value": 0.14654880000000003,
90
+ "min": 0.14654880000000003,
91
+ "max": 0.1994588,
92
+ "count": 54
93
  },
94
  "SnowballTarget.Policy.Epsilon.sum": {
95
+ "value": 0.7327440000000002,
96
+ "min": 0.5901552000000001,
97
+ "max": 0.992344,
98
+ "count": 54
99
  },
100
  "SnowballTarget.Policy.Beta.mean": {
101
+ "value": 0.00233278512,
102
+ "min": 0.00233278512,
103
+ "max": 0.00497299412,
104
+ "count": 54
105
  },
106
  "SnowballTarget.Policy.Beta.sum": {
107
+ "value": 0.0116639256,
108
+ "min": 0.00952874448,
109
+ "max": 0.0246179656,
110
+ "count": 54
111
  },
112
  "SnowballTarget.Environment.CumulativeReward.mean": {
113
+ "value": 27.29090909090909,
114
+ "min": 3.7954545454545454,
115
+ "max": 27.613636363636363,
116
+ "count": 54
117
  },
118
  "SnowballTarget.Environment.CumulativeReward.sum": {
119
+ "value": 1501.0,
120
+ "min": 167.0,
121
+ "max": 1507.0,
122
+ "count": 54
123
  },
124
  "SnowballTarget.Policy.ExtrinsicReward.mean": {
125
+ "value": 27.29090909090909,
126
+ "min": 3.7954545454545454,
127
+ "max": 27.613636363636363,
128
+ "count": 54
129
  },
130
  "SnowballTarget.Policy.ExtrinsicReward.sum": {
131
+ "value": 1501.0,
132
+ "min": 167.0,
133
+ "max": 1507.0,
134
+ "count": 54
135
  },
136
  "SnowballTarget.IsTraining.mean": {
137
  "value": 1.0,
138
  "min": 1.0,
139
  "max": 1.0,
140
+ "count": 54
141
  },
142
  "SnowballTarget.IsTraining.sum": {
143
  "value": 1.0,
144
  "min": 1.0,
145
  "max": 1.0,
146
+ "count": 54
147
  }
148
  },
149
  "metadata": {
150
  "timer_format_version": "0.1.0",
151
+ "start_time_seconds": "1731659827",
152
  "python_version": "3.10.12 (main, Sep 11 2024, 15:47:36) [GCC 11.4.0]",
153
+ "command_line_arguments": "/usr/local/bin/mlagents-learn ./config/ppo/SnowballTarget3.yaml --env=./training-envs-executables/linux/SnowballTarget/SnowballTarget --run-id=SnowballTarget3 --no-graphics",
154
  "mlagents_version": "1.2.0.dev0",
155
  "mlagents_envs_version": "1.2.0.dev0",
156
  "communication_protocol_version": "1.5.0",
157
  "pytorch_version": "2.5.0+cu121",
158
  "numpy_version": "1.23.5",
159
+ "end_time_seconds": "1731661039"
160
  },
161
+ "total": 1211.559063652,
162
  "count": 1,
163
+ "self": 0.5863407859997096,
164
  "children": {
165
  "run_training.setup": {
166
+ "total": 0.05506386800061591,
167
  "count": 1,
168
+ "self": 0.05506386800061591
169
  },
170
  "TrainerController.start_learning": {
171
+ "total": 1210.9176589979998,
172
  "count": 1,
173
+ "self": 1.4887348180291156,
174
  "children": {
175
  "TrainerController._reset_env": {
176
+ "total": 2.69649940599993,
177
  "count": 1,
178
+ "self": 2.69649940599993
179
  },
180
  "TrainerController.advance": {
181
+ "total": 1206.7314791489707,
182
+ "count": 49947,
183
+ "self": 0.6823276700042697,
184
  "children": {
185
  "env_step": {
186
+ "total": 1206.0491514789665,
187
+ "count": 49947,
188
+ "self": 737.1471806450636,
189
  "children": {
190
  "SubprocessEnvManager._take_step": {
191
+ "total": 468.1690363379348,
192
+ "count": 49947,
193
+ "self": 3.8320324700207493,
194
  "children": {
195
  "TorchPolicy.evaluate": {
196
+ "total": 464.33700386791406,
197
+ "count": 49947,
198
+ "self": 464.33700386791406
199
  }
200
  }
201
  },
202
  "workers": {
203
+ "total": 0.7329344959680384,
204
+ "count": 49946,
205
  "self": 0.0,
206
  "children": {
207
  "worker_root": {
208
+ "total": 1208.074729278087,
209
+ "count": 49946,
210
  "is_parallel": true,
211
+ "self": 640.0176559572346,
212
  "children": {
213
  "run_training.setup": {
214
  "total": 0.0,
 
217
  "self": 0.0,
218
  "children": {
219
  "steps_from_proto": {
220
+ "total": 0.0031243229996107402,
221
  "count": 1,
222
  "is_parallel": true,
223
+ "self": 0.000868049997734488,
224
  "children": {
225
  "_process_rank_one_or_two_observation": {
226
+ "total": 0.0022562730018762522,
227
  "count": 10,
228
  "is_parallel": true,
229
+ "self": 0.0022562730018762522
230
  }
231
  }
232
  },
233
  "UnityEnvironment.step": {
234
+ "total": 0.062033584999880986,
235
  "count": 1,
236
  "is_parallel": true,
237
+ "self": 0.0006183189998409944,
238
  "children": {
239
  "UnityEnvironment._generate_step_input": {
240
+ "total": 0.0003636130004451843,
241
  "count": 1,
242
  "is_parallel": true,
243
+ "self": 0.0003636130004451843
244
  },
245
  "communicator.exchange": {
246
+ "total": 0.059257386999888695,
247
  "count": 1,
248
  "is_parallel": true,
249
+ "self": 0.059257386999888695
250
  },
251
  "steps_from_proto": {
252
+ "total": 0.0017942659997061128,
253
  "count": 1,
254
  "is_parallel": true,
255
+ "self": 0.000363535997166764,
256
  "children": {
257
  "_process_rank_one_or_two_observation": {
258
+ "total": 0.0014307300025393488,
259
  "count": 10,
260
  "is_parallel": true,
261
+ "self": 0.0014307300025393488
262
  }
263
  }
264
  }
 
267
  }
268
  },
269
  "UnityEnvironment.step": {
270
+ "total": 568.0570733208524,
271
+ "count": 49945,
272
  "is_parallel": true,
273
+ "self": 26.529494731926206,
274
  "children": {
275
  "UnityEnvironment._generate_step_input": {
276
+ "total": 13.714483265988747,
277
+ "count": 49945,
278
  "is_parallel": true,
279
+ "self": 13.714483265988747
280
  },
281
  "communicator.exchange": {
282
+ "total": 442.40394648782694,
283
+ "count": 49945,
284
  "is_parallel": true,
285
+ "self": 442.40394648782694
286
  },
287
  "steps_from_proto": {
288
+ "total": 85.4091488351105,
289
+ "count": 49945,
290
  "is_parallel": true,
291
+ "self": 15.943040161207136,
292
  "children": {
293
  "_process_rank_one_or_two_observation": {
294
+ "total": 69.46610867390336,
295
+ "count": 499450,
296
  "is_parallel": true,
297
+ "self": 69.46610867390336
298
  }
299
  }
300
  }
 
309
  }
310
  },
311
  "trainer_threads": {
312
+ "total": 4.186000023764791e-05,
313
  "count": 1,
314
+ "self": 4.186000023764791e-05,
315
  "children": {
316
  "thread_root": {
317
  "total": 0.0,
 
320
  "self": 0.0,
321
  "children": {
322
  "trainer_advance": {
323
+ "total": 1191.8636701597643,
324
+ "count": 1856394,
325
  "is_parallel": true,
326
+ "self": 40.378412104681956,
327
  "children": {
328
  "process_trajectory": {
329
+ "total": 650.2180409470811,
330
+ "count": 1856394,
331
  "is_parallel": true,
332
+ "self": 648.546378143079,
333
  "children": {
334
  "RLTrainer._checkpoint": {
335
+ "total": 1.6716628040021533,
336
+ "count": 10,
337
  "is_parallel": true,
338
+ "self": 1.6716628040021533
339
  }
340
  }
341
  },
342
  "_update_policy": {
343
+ "total": 501.2672171080012,
344
+ "count": 249,
345
  "is_parallel": true,
346
+ "self": 154.72115953702723,
347
  "children": {
348
  "TorchPPOOptimizer.update": {
349
+ "total": 346.54605757097397,
350
+ "count": 12696,
351
  "is_parallel": true,
352
+ "self": 346.54605757097397
353
  }
354
  }
355
  }
 
360
  }
361
  },
362
  "TrainerController._save_models": {
363
+ "total": 0.0009037649997480912,
364
  "count": 1,
365
+ "self": 2.32619995585992e-05,
366
  "children": {
367
  "RLTrainer._checkpoint": {
368
+ "total": 0.000880503000189492,
369
  "count": 1,
370
+ "self": 0.000880503000189492
371
  }
372
  }
373
  }
run_logs/training_status.json CHANGED
@@ -3,59 +3,95 @@
3
  "checkpoints": [
4
  {
5
  "steps": 49936,
6
- "file_path": "results/SnowballTarget2/SnowballTarget/SnowballTarget-49936.onnx",
7
- "reward": 13.181818181818182,
8
- "creation_time": 1731658843.591523,
9
  "auxillary_file_paths": [
10
- "results/SnowballTarget2/SnowballTarget/SnowballTarget-49936.pt"
11
  ]
12
  },
13
  {
14
  "steps": 99960,
15
- "file_path": "results/SnowballTarget2/SnowballTarget/SnowballTarget-99960.onnx",
16
- "reward": 21.636363636363637,
17
- "creation_time": 1731658955.6826005,
18
  "auxillary_file_paths": [
19
- "results/SnowballTarget2/SnowballTarget/SnowballTarget-99960.pt"
20
  ]
21
  },
22
  {
23
  "steps": 149984,
24
- "file_path": "results/SnowballTarget2/SnowballTarget/SnowballTarget-149984.onnx",
25
- "reward": 25.09090909090909,
26
- "creation_time": 1731659067.8287396,
27
  "auxillary_file_paths": [
28
- "results/SnowballTarget2/SnowballTarget/SnowballTarget-149984.pt"
29
  ]
30
  },
31
  {
32
  "steps": 199984,
33
- "file_path": "results/SnowballTarget2/SnowballTarget/SnowballTarget-199984.onnx",
34
- "reward": 25.09090909090909,
35
- "creation_time": 1731659178.1987424,
36
  "auxillary_file_paths": [
37
- "results/SnowballTarget2/SnowballTarget/SnowballTarget-199984.pt"
38
  ]
39
  },
40
  {
41
- "steps": 200112,
42
- "file_path": "results/SnowballTarget2/SnowballTarget/SnowballTarget-200112.onnx",
43
- "reward": 25.09090909090909,
44
- "creation_time": 1731659178.326331,
45
  "auxillary_file_paths": [
46
- "results/SnowballTarget2/SnowballTarget/SnowballTarget-200112.pt"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
47
  ]
48
  }
49
- ],
50
- "final_checkpoint": {
51
- "steps": 200112,
52
- "file_path": "results/SnowballTarget2/SnowballTarget.onnx",
53
- "reward": 25.09090909090909,
54
- "creation_time": 1731659178.326331,
55
- "auxillary_file_paths": [
56
- "results/SnowballTarget2/SnowballTarget/SnowballTarget-200112.pt"
57
- ]
58
- }
59
  },
60
  "metadata": {
61
  "stats_format_version": "0.3.0",
 
3
  "checkpoints": [
4
  {
5
  "steps": 49936,
6
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-49936.onnx",
7
+ "reward": 15.909090909090908,
8
+ "creation_time": 1731659940.6960835,
9
  "auxillary_file_paths": [
10
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-49936.pt"
11
  ]
12
  },
13
  {
14
  "steps": 99960,
15
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-99960.onnx",
16
+ "reward": 22.727272727272727,
17
+ "creation_time": 1731660050.0319004,
18
  "auxillary_file_paths": [
19
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-99960.pt"
20
  ]
21
  },
22
  {
23
  "steps": 149984,
24
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-149984.onnx",
25
+ "reward": 25.454545454545453,
26
+ "creation_time": 1731660160.4481957,
27
  "auxillary_file_paths": [
28
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-149984.pt"
29
  ]
30
  },
31
  {
32
  "steps": 199984,
33
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-199984.onnx",
34
+ "reward": 25.727272727272727,
35
+ "creation_time": 1731660272.0411003,
36
  "auxillary_file_paths": [
37
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-199984.pt"
38
  ]
39
  },
40
  {
41
+ "steps": 249944,
42
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-249944.onnx",
43
+ "reward": 25.545454545454547,
44
+ "creation_time": 1731660383.4888308,
45
  "auxillary_file_paths": [
46
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-249944.pt"
47
+ ]
48
+ },
49
+ {
50
+ "steps": 299968,
51
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-299968.onnx",
52
+ "reward": 26.727272727272727,
53
+ "creation_time": 1731660493.5284529,
54
+ "auxillary_file_paths": [
55
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-299968.pt"
56
+ ]
57
+ },
58
+ {
59
+ "steps": 349992,
60
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-349992.onnx",
61
+ "reward": 27.454545454545453,
62
+ "creation_time": 1731660605.708579,
63
+ "auxillary_file_paths": [
64
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-349992.pt"
65
+ ]
66
+ },
67
+ {
68
+ "steps": 399992,
69
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-399992.onnx",
70
+ "reward": 26.545454545454547,
71
+ "creation_time": 1731660714.2973912,
72
+ "auxillary_file_paths": [
73
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-399992.pt"
74
+ ]
75
+ },
76
+ {
77
+ "steps": 449952,
78
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-449952.onnx",
79
+ "reward": 27.09090909090909,
80
+ "creation_time": 1731660824.1089575,
81
+ "auxillary_file_paths": [
82
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-449952.pt"
83
+ ]
84
+ },
85
+ {
86
+ "steps": 499976,
87
+ "file_path": "results/SnowballTarget3/SnowballTarget/SnowballTarget-499976.onnx",
88
+ "reward": 28.0,
89
+ "creation_time": 1731660932.8653169,
90
+ "auxillary_file_paths": [
91
+ "results/SnowballTarget3/SnowballTarget/SnowballTarget-499976.pt"
92
  ]
93
  }
94
+ ]
 
 
 
 
 
 
 
 
 
95
  },
96
  "metadata": {
97
  "stats_format_version": "0.3.0",