vgainullin commited on
Commit
bd7c337
·
verified ·
1 Parent(s): 22562eb
champion.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:18489bcd1cf19053314d270b7be527e567f7bff890ad24781d094987c5d4ee85
3
- size 2073755
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:792a50635a155673dba97278355c291485484a0df3537ac470cd4b4ac97f3135
3
+ size 4246235
gen_005/generation_summary.json CHANGED
@@ -2,7 +2,7 @@
2
  "generation": 5,
3
  "rankings": [
4
  {
5
- "agent_id": "gen5_agent3",
6
  "generation": 5,
7
  "elo": 1200.0,
8
  "wins": 0,
@@ -10,21 +10,21 @@
10
  "draws": 0,
11
  "total_score": 0.0,
12
  "games_played": 0,
13
- "parent_id": "gen4_agent1",
14
  "elite_age": 0,
15
  "hyperparams": {
16
- "lr": 0.003,
17
- "hidden_dim": 512,
18
  "model_variant": "v2",
19
- "loss": 0.7481166508421302,
20
- "avg_score": 17.6511,
21
- "eval_games": 50
22
  },
23
  "avg_score": 0.0,
24
  "win_rate": 0.0
25
  },
26
  {
27
- "agent_id": "gen5_agent9",
28
  "generation": 5,
29
  "elo": 1200.0,
30
  "wins": 0,
@@ -32,15 +32,15 @@
32
  "draws": 0,
33
  "total_score": 0.0,
34
  "games_played": 0,
35
- "parent_id": "gen4_agent1",
36
  "elite_age": 0,
37
  "hyperparams": {
38
- "lr": 0.002833757329143425,
39
- "hidden_dim": 1024,
40
  "model_variant": "v2",
41
- "loss": 0.794839641097933,
42
- "avg_score": 19.9956,
43
- "eval_games": 50
44
  },
45
  "avg_score": 0.0,
46
  "win_rate": 0.0
@@ -54,21 +54,21 @@
54
  "draws": 0,
55
  "total_score": 0.0,
56
  "games_played": 0,
57
- "parent_id": "gen4_agent3",
58
  "elite_age": 0,
59
  "hyperparams": {
60
- "lr": 0.002833757329143425,
61
- "hidden_dim": 128,
62
  "model_variant": "v2",
63
- "loss": 1.2754808881133795,
64
- "avg_score": 21.2089,
65
- "eval_games": 50
66
  },
67
  "avg_score": 0.0,
68
  "win_rate": 0.0
69
  },
70
  {
71
- "agent_id": "gen5_agent4",
72
  "generation": 5,
73
  "elo": 1200.0,
74
  "wins": 0,
@@ -76,87 +76,87 @@
76
  "draws": 0,
77
  "total_score": 0.0,
78
  "games_played": 0,
79
- "parent_id": "gen4_agent3",
80
  "elite_age": 0,
81
  "hyperparams": {
82
- "lr": 0.001824232954654557,
83
- "hidden_dim": 128,
84
  "model_variant": "v2",
85
- "loss": 1.2236634974181653,
86
- "avg_score": 21.9533,
87
- "eval_games": 50
88
  },
89
  "avg_score": 0.0,
90
  "win_rate": 0.0
91
  },
92
  {
93
- "agent_id": "gen4_agent3",
94
- "generation": 4,
95
  "elo": 1200.0,
96
  "wins": 0,
97
  "losses": 0,
98
  "draws": 0,
99
  "total_score": 0.0,
100
  "games_played": 0,
101
- "parent_id": "gen3_agent2",
102
- "elite_age": 1,
103
  "hyperparams": {
104
- "lr": 0.002833757329143425,
105
  "hidden_dim": 128,
106
  "model_variant": "v2",
107
- "loss": 1.1334977892786264,
108
- "avg_score": 22.7067,
109
- "eval_games": 50
110
  },
111
  "avg_score": 0.0,
112
  "win_rate": 0.0
113
  },
114
  {
115
- "agent_id": "gen0_agent7",
116
- "generation": 1,
117
  "elo": 1200.0,
118
  "wins": 0,
119
  "losses": 0,
120
  "draws": 0,
121
  "total_score": 0.0,
122
  "games_played": 0,
123
- "parent_id": null,
124
- "elite_age": 0,
125
  "hyperparams": {
126
- "lr": 0.002833757329143425,
127
- "hidden_dim": 1024,
128
  "model_variant": "v2",
129
- "loss": 1.1292225834727287,
130
- "avg_score": 24.6533,
131
- "eval_games": 50
132
  },
133
  "avg_score": 0.0,
134
  "win_rate": 0.0
135
  },
136
  {
137
- "agent_id": "gen4_agent1",
138
- "generation": 4,
139
  "elo": 1200.0,
140
  "wins": 0,
141
  "losses": 0,
142
  "draws": 0,
143
  "total_score": 0.0,
144
  "games_played": 0,
145
- "parent_id": "gen2_agent8",
146
- "elite_age": 1,
147
  "hyperparams": {
148
- "lr": 0.002833757329143425,
149
  "hidden_dim": 128,
150
  "model_variant": "v2",
151
- "loss": 1.0064632881432771,
152
- "avg_score": 26.9022,
153
- "eval_games": 50
154
  },
155
  "avg_score": 0.0,
156
  "win_rate": 0.0
157
  },
158
  {
159
- "agent_id": "gen5_agent8",
160
  "generation": 5,
161
  "elo": 1200.0,
162
  "wins": 0,
@@ -164,21 +164,21 @@
164
  "draws": 0,
165
  "total_score": 0.0,
166
  "games_played": 0,
167
- "parent_id": "gen3_agent3",
168
  "elite_age": 0,
169
  "hyperparams": {
170
- "lr": 0.003,
171
  "hidden_dim": 128,
172
  "model_variant": "v2",
173
- "loss": 0.9908675035834312,
174
- "avg_score": 27.1889,
175
- "eval_games": 50
176
  },
177
  "avg_score": 0.0,
178
  "win_rate": 0.0
179
  },
180
  {
181
- "agent_id": "gen5_agent2",
182
  "generation": 5,
183
  "elo": 1200.0,
184
  "wins": 0,
@@ -186,21 +186,21 @@
186
  "draws": 0,
187
  "total_score": 0.0,
188
  "games_played": 0,
189
- "parent_id": "gen0_agent7",
190
  "elite_age": 0,
191
  "hyperparams": {
192
- "lr": 0.002833757329143425,
193
- "hidden_dim": 1024,
194
  "model_variant": "v2",
195
- "loss": 0.7451938410103321,
196
- "avg_score": 27.9578,
197
- "eval_games": 50
198
  },
199
  "avg_score": 0.0,
200
  "win_rate": 0.0
201
  },
202
  {
203
- "agent_id": "gen5_agent6",
204
  "generation": 5,
205
  "elo": 1200.0,
206
  "wins": 0,
@@ -208,21 +208,21 @@
208
  "draws": 0,
209
  "total_score": 0.0,
210
  "games_played": 0,
211
- "parent_id": "gen3_agent6",
212
  "elite_age": 0,
213
  "hyperparams": {
214
- "lr": 0.0010021208776990567,
215
- "hidden_dim": 512,
216
  "model_variant": "v2",
217
- "loss": 0.7255143321678043,
218
- "avg_score": 28.1711,
219
- "eval_games": 50
220
  },
221
  "avg_score": 0.0,
222
  "win_rate": 0.0
223
  },
224
  {
225
- "agent_id": "gen5_agent1",
226
  "generation": 5,
227
  "elo": 1200.0,
228
  "wins": 0,
@@ -230,21 +230,21 @@
230
  "draws": 0,
231
  "total_score": 0.0,
232
  "games_played": 0,
233
- "parent_id": "gen3_agent6",
234
  "elite_age": 0,
235
  "hyperparams": {
236
- "lr": 0.0013534392669956592,
237
- "hidden_dim": 512,
238
  "model_variant": "v2",
239
- "loss": 0.7253463640809059,
240
- "avg_score": 28.8778,
241
- "eval_games": 50
242
  },
243
  "avg_score": 0.0,
244
  "win_rate": 0.0
245
  },
246
  {
247
- "agent_id": "gen5_agent5",
248
  "generation": 5,
249
  "elo": 1200.0,
250
  "wins": 0,
@@ -252,20 +252,20 @@
252
  "draws": 0,
253
  "total_score": 0.0,
254
  "games_played": 0,
255
- "parent_id": "gen0_agent7",
256
  "elite_age": 0,
257
  "hyperparams": {
258
- "lr": 0.002833757329143425,
259
- "hidden_dim": 1024,
260
  "model_variant": "v2",
261
- "loss": 0.7484181172400713,
262
- "avg_score": 29.5111,
263
- "eval_games": 50
264
  },
265
  "avg_score": 0.0,
266
  "win_rate": 0.0
267
  }
268
  ],
269
- "best_agent": "gen5_agent3",
270
- "best_avg_score": 17.6511
271
  }
 
2
  "generation": 5,
3
  "rankings": [
4
  {
5
+ "agent_id": "gen5_agent0",
6
  "generation": 5,
7
  "elo": 1200.0,
8
  "wins": 0,
 
10
  "draws": 0,
11
  "total_score": 0.0,
12
  "games_played": 0,
13
+ "parent_id": "gen3_agent3",
14
  "elite_age": 0,
15
  "hyperparams": {
16
+ "lr": 0.0024487107879298162,
17
+ "hidden_dim": 256,
18
  "model_variant": "v2",
19
+ "loss": 0.7233831414394081,
20
+ "avg_score": 15.914,
21
+ "eval_games": 1000
22
  },
23
  "avg_score": 0.0,
24
  "win_rate": 0.0
25
  },
26
  {
27
+ "agent_id": "gen5_agent5",
28
  "generation": 5,
29
  "elo": 1200.0,
30
  "wins": 0,
 
32
  "draws": 0,
33
  "total_score": 0.0,
34
  "games_played": 0,
35
+ "parent_id": "gen3_agent3",
36
  "elite_age": 0,
37
  "hyperparams": {
38
+ "lr": 0.0022978887618172582,
39
+ "hidden_dim": 512,
40
  "model_variant": "v2",
41
+ "loss": 0.8221855071932077,
42
+ "avg_score": 17.0348,
43
+ "eval_games": 1000
44
  },
45
  "avg_score": 0.0,
46
  "win_rate": 0.0
 
54
  "draws": 0,
55
  "total_score": 0.0,
56
  "games_played": 0,
57
+ "parent_id": "gen4_agent0",
58
  "elite_age": 0,
59
  "hyperparams": {
60
+ "lr": 0.0014792672478784563,
61
+ "hidden_dim": 256,
62
  "model_variant": "v2",
63
+ "loss": 0.6292402737215161,
64
+ "avg_score": 18.0073,
65
+ "eval_games": 1000
66
  },
67
  "avg_score": 0.0,
68
  "win_rate": 0.0
69
  },
70
  {
71
+ "agent_id": "gen5_agent8",
72
  "generation": 5,
73
  "elo": 1200.0,
74
  "wins": 0,
 
76
  "draws": 0,
77
  "total_score": 0.0,
78
  "games_played": 0,
79
+ "parent_id": "gen3_agent7",
80
  "elite_age": 0,
81
  "hyperparams": {
82
+ "lr": 0.0020402365885556434,
83
+ "hidden_dim": 1024,
84
  "model_variant": "v2",
85
+ "loss": 0.8367911789938808,
86
+ "avg_score": 18.3663,
87
+ "eval_games": 1000
88
  },
89
  "avg_score": 0.0,
90
  "win_rate": 0.0
91
  },
92
  {
93
+ "agent_id": "gen3_agent7",
94
+ "generation": 3,
95
  "elo": 1200.0,
96
  "wins": 0,
97
  "losses": 0,
98
  "draws": 0,
99
  "total_score": 0.0,
100
  "games_played": 0,
101
+ "parent_id": "gen2_agent1",
102
+ "elite_age": 2,
103
  "hyperparams": {
104
+ "lr": 0.0020402365885556434,
105
  "hidden_dim": 128,
106
  "model_variant": "v2",
107
+ "loss": 0.8225815189629793,
108
+ "avg_score": 25.6758,
109
+ "eval_games": 1000
110
  },
111
  "avg_score": 0.0,
112
  "win_rate": 0.0
113
  },
114
  {
115
+ "agent_id": "gen4_agent6",
116
+ "generation": 4,
117
  "elo": 1200.0,
118
  "wins": 0,
119
  "losses": 0,
120
  "draws": 0,
121
  "total_score": 0.0,
122
  "games_played": 0,
123
+ "parent_id": "gen3_agent0",
124
+ "elite_age": 1,
125
  "hyperparams": {
126
+ "lr": 0.0016049199593890606,
127
+ "hidden_dim": 128,
128
  "model_variant": "v2",
129
+ "loss": 0.6983524206280708,
130
+ "avg_score": 28.7119,
131
+ "eval_games": 1000
132
  },
133
  "avg_score": 0.0,
134
  "win_rate": 0.0
135
  },
136
  {
137
+ "agent_id": "gen5_agent6",
138
+ "generation": 5,
139
  "elo": 1200.0,
140
  "wins": 0,
141
  "losses": 0,
142
  "draws": 0,
143
  "total_score": 0.0,
144
  "games_played": 0,
145
+ "parent_id": "gen4_agent0",
146
+ "elite_age": 0,
147
  "hyperparams": {
148
+ "lr": 0.0022978887618172582,
149
  "hidden_dim": 128,
150
  "model_variant": "v2",
151
+ "loss": 0.7945224025100469,
152
+ "avg_score": 28.8817,
153
+ "eval_games": 1000
154
  },
155
  "avg_score": 0.0,
156
  "win_rate": 0.0
157
  },
158
  {
159
+ "agent_id": "gen5_agent1",
160
  "generation": 5,
161
  "elo": 1200.0,
162
  "wins": 0,
 
164
  "draws": 0,
165
  "total_score": 0.0,
166
  "games_played": 0,
167
+ "parent_id": "gen4_agent8",
168
  "elite_age": 0,
169
  "hyperparams": {
170
+ "lr": 0.0019416998008824746,
171
  "hidden_dim": 128,
172
  "model_variant": "v2",
173
+ "loss": 0.8222691288217903,
174
+ "avg_score": 29.2979,
175
+ "eval_games": 1000
176
  },
177
  "avg_score": 0.0,
178
  "win_rate": 0.0
179
  },
180
  {
181
+ "agent_id": "gen5_agent4",
182
  "generation": 5,
183
  "elo": 1200.0,
184
  "wins": 0,
 
186
  "draws": 0,
187
  "total_score": 0.0,
188
  "games_played": 0,
189
+ "parent_id": "gen4_agent3",
190
  "elite_age": 0,
191
  "hyperparams": {
192
+ "lr": 0.0016049199593890606,
193
+ "hidden_dim": 128,
194
  "model_variant": "v2",
195
+ "loss": 0.8396832536533475,
196
+ "avg_score": 29.361,
197
+ "eval_games": 1000
198
  },
199
  "avg_score": 0.0,
200
  "win_rate": 0.0
201
  },
202
  {
203
+ "agent_id": "gen5_agent2",
204
  "generation": 5,
205
  "elo": 1200.0,
206
  "wins": 0,
 
208
  "draws": 0,
209
  "total_score": 0.0,
210
  "games_played": 0,
211
+ "parent_id": "gen4_agent3",
212
  "elite_age": 0,
213
  "hyperparams": {
214
+ "lr": 0.0016049199593890606,
215
+ "hidden_dim": 128,
216
  "model_variant": "v2",
217
+ "loss": 0.8258218028768897,
218
+ "avg_score": 29.4514,
219
+ "eval_games": 1000
220
  },
221
  "avg_score": 0.0,
222
  "win_rate": 0.0
223
  },
224
  {
225
+ "agent_id": "gen5_agent3",
226
  "generation": 5,
227
  "elo": 1200.0,
228
  "wins": 0,
 
230
  "draws": 0,
231
  "total_score": 0.0,
232
  "games_played": 0,
233
+ "parent_id": "gen4_agent6",
234
  "elite_age": 0,
235
  "hyperparams": {
236
+ "lr": 0.0016049199593890606,
237
+ "hidden_dim": 128,
238
  "model_variant": "v2",
239
+ "loss": 0.7620039547979832,
240
+ "avg_score": 29.6673,
241
+ "eval_games": 1000
242
  },
243
  "avg_score": 0.0,
244
  "win_rate": 0.0
245
  },
246
  {
247
+ "agent_id": "gen5_agent9",
248
  "generation": 5,
249
  "elo": 1200.0,
250
  "wins": 0,
 
252
  "draws": 0,
253
  "total_score": 0.0,
254
  "games_played": 0,
255
+ "parent_id": "gen4_agent8",
256
  "elite_age": 0,
257
  "hyperparams": {
258
+ "lr": 0.001437683947952627,
259
+ "hidden_dim": 128,
260
  "model_variant": "v2",
261
+ "loss": 0.8026472351327538,
262
+ "avg_score": 29.6997,
263
+ "eval_games": 1000
264
  },
265
  "avg_score": 0.0,
266
  "win_rate": 0.0
267
  }
268
  ],
269
+ "best_agent": "gen5_agent0",
270
+ "best_avg_score": 15.914
271
  }
hall_of_fame.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ddd1676cfe625d6a1a43b35b02fa01c388091d491882cf0062a3fd55e57d1b35
3
- size 2073811
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:95c52f68ef1abc9ec2306faf428f45f0887d4d1fa2bbc3eff4629be885dc94cb
3
+ size 4246291
loss_history.json CHANGED
@@ -93,7 +93,8 @@
93
  ],
94
  "gen3_agent7": [
95
  0.7488526267185808,
96
- 0.8791705662757159
 
97
  ],
98
  "gen3_agent8": [
99
  0.8341037735715509
@@ -120,7 +121,8 @@
120
  0.7841317969933153
121
  ],
122
  "gen4_agent6": [
123
- 0.9744551758468151
 
124
  ],
125
  "gen4_agent7": [
126
  0.7799696416780353
@@ -130,5 +132,35 @@
130
  ],
131
  "gen4_agent9": [
132
  0.9854047453403473
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
133
  ]
134
  }
 
93
  ],
94
  "gen3_agent7": [
95
  0.7488526267185808,
96
+ 0.8791705662757159,
97
+ 0.8225815189629793
98
  ],
99
  "gen3_agent8": [
100
  0.8341037735715509
 
121
  0.7841317969933153
122
  ],
123
  "gen4_agent6": [
124
+ 0.9744551758468151,
125
+ 0.6983524206280708
126
  ],
127
  "gen4_agent7": [
128
  0.7799696416780353
 
132
  ],
133
  "gen4_agent9": [
134
  0.9854047453403473
135
+ ],
136
+ "gen5_agent0": [
137
+ 0.7233831414394081
138
+ ],
139
+ "gen5_agent1": [
140
+ 0.8222691288217903
141
+ ],
142
+ "gen5_agent2": [
143
+ 0.8258218028768897
144
+ ],
145
+ "gen5_agent3": [
146
+ 0.7620039547979832
147
+ ],
148
+ "gen5_agent4": [
149
+ 0.8396832536533475
150
+ ],
151
+ "gen5_agent5": [
152
+ 0.8221855071932077
153
+ ],
154
+ "gen5_agent6": [
155
+ 0.7945224025100469
156
+ ],
157
+ "gen5_agent7": [
158
+ 0.6292402737215161
159
+ ],
160
+ "gen5_agent8": [
161
+ 0.8367911789938808
162
+ ],
163
+ "gen5_agent9": [
164
+ 0.8026472351327538
165
  ]
166
  }