quinnlue commited on
Commit
3c4522a
·
verified ·
1 Parent(s): 06764a8

Upload folder using huggingface_hub

Browse files
p5-mae-15m-d195/exports/step_00010000/fsd50k_lora_1ep_s0.json ADDED
@@ -0,0 +1,284 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "export": "/workspace/runs/p5-mae-15m-d195/exports/step_00010000",
3
+ "fingerprint": "3fdeee8bad586aaf",
4
+ "campaign_id": "phase5",
5
+ "trial_id": "p5-mae-15m-d195",
6
+ "target": "fsd50k",
7
+ "num_classes": 200,
8
+ "lora_layers_wrapped": 32,
9
+ "params": {
10
+ "trainable": 876488,
11
+ "total": 15158984,
12
+ "fraction": 0.05781970612278501
13
+ },
14
+ "steps_per_epoch": 989,
15
+ "total_steps": 989,
16
+ "train_clips": 36796,
17
+ "train_segments": 47487,
18
+ "val_clips": 10231,
19
+ "val_segments": 15513,
20
+ "train_split": "train",
21
+ "eval_split": "test",
22
+ "config": {
23
+ "rank": 16,
24
+ "alpha": 32.0,
25
+ "targets": [
26
+ "qkv",
27
+ "proj",
28
+ "fc1",
29
+ "fc2"
30
+ ],
31
+ "train_norms": true,
32
+ "epochs": 1.0,
33
+ "batch_size": 48,
34
+ "lr": 0.003,
35
+ "min_lr": 1e-05,
36
+ "warmup_frac": 0.1,
37
+ "betas": [
38
+ 0.9,
39
+ 0.95
40
+ ],
41
+ "weight_decay": 0.05,
42
+ "clip_norm": 4.0,
43
+ "mixup": 0.0,
44
+ "mixup_prob": 0.9,
45
+ "freq_mask": 0,
46
+ "time_mask": 0,
47
+ "roll_aug": false,
48
+ "mask_ratio": 0.0,
49
+ "num_classes": 200,
50
+ "prior_bias_init": true,
51
+ "num_workers": 8,
52
+ "seed": 0,
53
+ "train_probe_clips": 4096,
54
+ "train_eval_every": 25,
55
+ "val_evals": 5,
56
+ "eval_batch_size": 128
57
+ },
58
+ "gpu": "NVIDIA GeForce RTX 4090",
59
+ "final_val_map": 0.3408305725548416,
60
+ "lora/map": 0.3408305725548416,
61
+ "fsd50k/map": 0.3408305725548416,
62
+ "train_seconds": 23.86,
63
+ "total_seconds": 33.59,
64
+ "history": [
65
+ {
66
+ "step": 0,
67
+ "epoch": 0.0,
68
+ "loss": null,
69
+ "val_map": 0.02160137931583449,
70
+ "lr": 0.0,
71
+ "train_s": 0.0
72
+ },
73
+ {
74
+ "step": 989,
75
+ "epoch": 1.0,
76
+ "loss": 0.02575759067194622,
77
+ "val_map": 0.3408305725548416,
78
+ "lr": 0.0,
79
+ "train_s": 23.858809651923366
80
+ }
81
+ ],
82
+ "per_class_ap": [
83
+ 0.22448945045471191,
84
+ 0.09113798290491104,
85
+ 0.47177937626838684,
86
+ 0.3390958309173584,
87
+ 0.40814247727394104,
88
+ 0.596713662147522,
89
+ 0.8118652701377869,
90
+ 0.5373636484146118,
91
+ 0.5838762521743774,
92
+ 0.5226254463195801,
93
+ 0.16161471605300903,
94
+ 0.3138861358165741,
95
+ 0.13943789899349213,
96
+ 0.3174787163734436,
97
+ 0.48044896125793457,
98
+ 0.45478716492652893,
99
+ 0.027421601116657257,
100
+ 0.23455965518951416,
101
+ 0.42636820673942566,
102
+ 0.21664559841156006,
103
+ 0.39009159803390503,
104
+ 0.3975922763347626,
105
+ 0.6924940943717957,
106
+ 0.09606761485338211,
107
+ 0.16214215755462646,
108
+ 0.2971857488155365,
109
+ 0.3413839042186737,
110
+ 0.22819676995277405,
111
+ 0.6132966876029968,
112
+ 0.2835247814655304,
113
+ 0.6017321944236755,
114
+ 0.508043110370636,
115
+ 0.32118678092956543,
116
+ 0.15698464214801788,
117
+ 0.23045766353607178,
118
+ 0.2184024304151535,
119
+ 0.39508411288261414,
120
+ 0.22712022066116333,
121
+ 0.24316838383674622,
122
+ 0.18732917308807373,
123
+ 0.4461987614631653,
124
+ 0.20012888312339783,
125
+ 0.5333520770072937,
126
+ 0.16480262577533722,
127
+ 0.4048391282558441,
128
+ 0.0813824012875557,
129
+ 0.2061067372560501,
130
+ 0.24759118258953094,
131
+ 0.742773175239563,
132
+ 0.3494322896003723,
133
+ 0.36330685019493103,
134
+ 0.47598206996917725,
135
+ 0.5464910268783569,
136
+ 0.14951534569263458,
137
+ 0.11705998331308365,
138
+ 0.02574196271598339,
139
+ 0.2720278203487396,
140
+ 0.6418649554252625,
141
+ 0.12670589983463287,
142
+ 0.47402524948120117,
143
+ 0.49569377303123474,
144
+ 0.6024549603462219,
145
+ 0.39921924471855164,
146
+ 0.18408626317977905,
147
+ 0.3310069739818573,
148
+ 0.11257033050060272,
149
+ 0.190353661775589,
150
+ 0.6938748955726624,
151
+ 0.5309343338012695,
152
+ 0.46204039454460144,
153
+ 0.4640079438686371,
154
+ 0.1795932799577713,
155
+ 0.6558077335357666,
156
+ 0.1996501237154007,
157
+ 0.2462862879037857,
158
+ 0.24047593772411346,
159
+ 0.35157880187034607,
160
+ 0.3169563114643097,
161
+ 0.2506204843521118,
162
+ 0.47420448064804077,
163
+ 0.21949341893196106,
164
+ 0.18109603226184845,
165
+ 0.18232832849025726,
166
+ 0.3049561381340027,
167
+ 0.16892637312412262,
168
+ 0.200583815574646,
169
+ 0.35890087485313416,
170
+ 0.5394689440727234,
171
+ 0.13527193665504456,
172
+ 0.10407540947198868,
173
+ 0.6850634217262268,
174
+ 0.08675435185432434,
175
+ 0.49033793807029724,
176
+ 0.16586607694625854,
177
+ 0.25783616304397583,
178
+ 0.25119975209236145,
179
+ 0.29159286618232727,
180
+ 0.09786849468946457,
181
+ 0.3468575179576874,
182
+ 0.07015440613031387,
183
+ 0.5309746265411377,
184
+ 0.6826021671295166,
185
+ 0.1592244803905487,
186
+ 0.34724488854408264,
187
+ 0.2061665952205658,
188
+ 0.3513120412826538,
189
+ 0.588301956653595,
190
+ 0.38547056913375854,
191
+ 0.5245685577392578,
192
+ 0.1428079605102539,
193
+ 0.19499167799949646,
194
+ 0.3366677463054657,
195
+ 0.4954289495944977,
196
+ 0.04198339208960533,
197
+ 0.09998863935470581,
198
+ 0.28342002630233765,
199
+ 0.6389241814613342,
200
+ 0.25345832109451294,
201
+ 0.451133131980896,
202
+ 0.19971954822540283,
203
+ 0.848743736743927,
204
+ 0.8562302589416504,
205
+ 0.27578219771385193,
206
+ 0.06604225933551788,
207
+ 0.26410022377967834,
208
+ 0.7497371435165405,
209
+ 0.24474330246448517,
210
+ 0.6685181260108948,
211
+ 0.28657233715057373,
212
+ 0.1078743189573288,
213
+ 0.10576919466257095,
214
+ 0.651537299156189,
215
+ 0.3931513726711273,
216
+ 0.38548678159713745,
217
+ 0.5898393392562866,
218
+ 0.06840343773365021,
219
+ 0.05257388576865196,
220
+ 0.059265200048685074,
221
+ 0.5416556000709534,
222
+ 0.5366246104240417,
223
+ 0.2229716032743454,
224
+ 0.29007259011268616,
225
+ 0.1194474846124649,
226
+ 0.33271482586860657,
227
+ 0.5924388766288757,
228
+ 0.49749237298965454,
229
+ 0.05499124899506569,
230
+ 0.4915856420993805,
231
+ 0.18795205652713776,
232
+ 0.21231144666671753,
233
+ 0.40612509846687317,
234
+ 0.4682689309120178,
235
+ 0.1462802141904831,
236
+ 0.16245177388191223,
237
+ 0.4099023640155792,
238
+ 0.249991774559021,
239
+ 0.49828827381134033,
240
+ 0.6385497450828552,
241
+ 0.45243409276008606,
242
+ 0.06150884926319122,
243
+ 0.3876021206378937,
244
+ 0.1492253690958023,
245
+ 0.6044972538948059,
246
+ 0.2309800386428833,
247
+ 0.30015793442726135,
248
+ 0.2627691328525543,
249
+ 0.3535274565219879,
250
+ 0.07715052366256714,
251
+ 0.2746846377849579,
252
+ 0.3687494397163391,
253
+ 0.09647902846336365,
254
+ 0.8007092475891113,
255
+ 0.8115007877349854,
256
+ 0.03807970508933067,
257
+ 0.4759955406188965,
258
+ 0.7101057767868042,
259
+ 0.18451155722141266,
260
+ 0.2695024907588959,
261
+ 0.16749748587608337,
262
+ 0.2615671455860138,
263
+ 0.052056148648262024,
264
+ 0.45603200793266296,
265
+ 0.12647996842861176,
266
+ 0.48983943462371826,
267
+ 0.5860862731933594,
268
+ 0.45929378271102905,
269
+ 0.25271862745285034,
270
+ 0.6366581320762634,
271
+ 0.5780013799667358,
272
+ 0.29925230145454407,
273
+ 0.30605366826057434,
274
+ 0.405872642993927,
275
+ 0.5447837710380554,
276
+ 0.11151038110256195,
277
+ 0.18056191504001617,
278
+ 0.3312152624130249,
279
+ 0.10850833356380463,
280
+ 0.34125253558158875,
281
+ 0.15740175545215607,
282
+ 0.7138248682022095
283
+ ]
284
+ }
p5-mae-15m-d195/exports/step_00010000/fsd50k_lora_1ep_s1.json ADDED
@@ -0,0 +1,284 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "export": "/workspace/runs/p5-mae-15m-d195/exports/step_00010000",
3
+ "fingerprint": "3fdeee8bad586aaf",
4
+ "campaign_id": "phase5",
5
+ "trial_id": "p5-mae-15m-d195",
6
+ "target": "fsd50k",
7
+ "num_classes": 200,
8
+ "lora_layers_wrapped": 32,
9
+ "params": {
10
+ "trainable": 876488,
11
+ "total": 15158984,
12
+ "fraction": 0.05781970612278501
13
+ },
14
+ "steps_per_epoch": 989,
15
+ "total_steps": 989,
16
+ "train_clips": 36796,
17
+ "train_segments": 47487,
18
+ "val_clips": 10231,
19
+ "val_segments": 15513,
20
+ "train_split": "train",
21
+ "eval_split": "test",
22
+ "config": {
23
+ "rank": 16,
24
+ "alpha": 32.0,
25
+ "targets": [
26
+ "qkv",
27
+ "proj",
28
+ "fc1",
29
+ "fc2"
30
+ ],
31
+ "train_norms": true,
32
+ "epochs": 1.0,
33
+ "batch_size": 48,
34
+ "lr": 0.003,
35
+ "min_lr": 1e-05,
36
+ "warmup_frac": 0.1,
37
+ "betas": [
38
+ 0.9,
39
+ 0.95
40
+ ],
41
+ "weight_decay": 0.05,
42
+ "clip_norm": 4.0,
43
+ "mixup": 0.0,
44
+ "mixup_prob": 0.9,
45
+ "freq_mask": 0,
46
+ "time_mask": 0,
47
+ "roll_aug": false,
48
+ "mask_ratio": 0.0,
49
+ "num_classes": 200,
50
+ "prior_bias_init": true,
51
+ "num_workers": 8,
52
+ "seed": 1,
53
+ "train_probe_clips": 4096,
54
+ "train_eval_every": 25,
55
+ "val_evals": 5,
56
+ "eval_batch_size": 128
57
+ },
58
+ "gpu": "NVIDIA GeForce RTX 4090",
59
+ "final_val_map": 0.3371544367261231,
60
+ "lora/map": 0.3371544367261231,
61
+ "fsd50k/map": 0.3371544367261231,
62
+ "train_seconds": 23.94,
63
+ "total_seconds": 32.81,
64
+ "history": [
65
+ {
66
+ "step": 0,
67
+ "epoch": 0.0,
68
+ "loss": null,
69
+ "val_map": 0.02100918424781412,
70
+ "lr": 0.0,
71
+ "train_s": 0.0
72
+ },
73
+ {
74
+ "step": 989,
75
+ "epoch": 1.0,
76
+ "loss": 0.025544195949950242,
77
+ "val_map": 0.3371544367261231,
78
+ "lr": 0.0,
79
+ "train_s": 23.942350881756283
80
+ }
81
+ ],
82
+ "per_class_ap": [
83
+ 0.26119813323020935,
84
+ 0.10490035265684128,
85
+ 0.5020728707313538,
86
+ 0.3292373716831207,
87
+ 0.4001680612564087,
88
+ 0.6044171452522278,
89
+ 0.8169263005256653,
90
+ 0.5079072117805481,
91
+ 0.5865377187728882,
92
+ 0.5290980339050293,
93
+ 0.16017451882362366,
94
+ 0.31116750836372375,
95
+ 0.1514633148908615,
96
+ 0.2825380563735962,
97
+ 0.4681352972984314,
98
+ 0.4300067722797394,
99
+ 0.021017011255025864,
100
+ 0.1854039579629898,
101
+ 0.4147889316082001,
102
+ 0.16289262473583221,
103
+ 0.45443281531333923,
104
+ 0.4170372486114502,
105
+ 0.7459583878517151,
106
+ 0.07337268441915512,
107
+ 0.19220153987407684,
108
+ 0.26401129364967346,
109
+ 0.3132230043411255,
110
+ 0.25322654843330383,
111
+ 0.6670510768890381,
112
+ 0.2654479146003723,
113
+ 0.6324541568756104,
114
+ 0.4506414234638214,
115
+ 0.3105376064777374,
116
+ 0.21109794080257416,
117
+ 0.25154373049736023,
118
+ 0.16847367584705353,
119
+ 0.38155248761177063,
120
+ 0.1435486525297165,
121
+ 0.22570540010929108,
122
+ 0.26625800132751465,
123
+ 0.475888192653656,
124
+ 0.18573060631752014,
125
+ 0.5194259285926819,
126
+ 0.18300236761569977,
127
+ 0.4468398988246918,
128
+ 0.08601417392492294,
129
+ 0.17663973569869995,
130
+ 0.2250143438577652,
131
+ 0.7135522961616516,
132
+ 0.3822733163833618,
133
+ 0.3482121229171753,
134
+ 0.4793531596660614,
135
+ 0.5158560276031494,
136
+ 0.12668806314468384,
137
+ 0.11275100708007812,
138
+ 0.03413666784763336,
139
+ 0.20329226553440094,
140
+ 0.6119186282157898,
141
+ 0.10612308979034424,
142
+ 0.4903492331504822,
143
+ 0.5092040300369263,
144
+ 0.5886253714561462,
145
+ 0.40955406427383423,
146
+ 0.18889100849628448,
147
+ 0.42620909214019775,
148
+ 0.12233046442270279,
149
+ 0.18434956669807434,
150
+ 0.6477616429328918,
151
+ 0.45772960782051086,
152
+ 0.46514108777046204,
153
+ 0.4606111943721771,
154
+ 0.18189622461795807,
155
+ 0.6453269720077515,
156
+ 0.19815848767757416,
157
+ 0.2156500220298767,
158
+ 0.2366383671760559,
159
+ 0.366341233253479,
160
+ 0.30323585867881775,
161
+ 0.24824249744415283,
162
+ 0.355934202671051,
163
+ 0.25885117053985596,
164
+ 0.17155566811561584,
165
+ 0.20078571140766144,
166
+ 0.22913087904453278,
167
+ 0.21799248456954956,
168
+ 0.2474326640367508,
169
+ 0.3387574553489685,
170
+ 0.3854841887950897,
171
+ 0.11970174312591553,
172
+ 0.10154800862073898,
173
+ 0.7094246745109558,
174
+ 0.06419786810874939,
175
+ 0.47968074679374695,
176
+ 0.22760111093521118,
177
+ 0.269625723361969,
178
+ 0.2937461733818054,
179
+ 0.29812997579574585,
180
+ 0.08628387004137039,
181
+ 0.32374483346939087,
182
+ 0.08182866126298904,
183
+ 0.5337737202644348,
184
+ 0.6898019313812256,
185
+ 0.15295618772506714,
186
+ 0.3848724365234375,
187
+ 0.17725680768489838,
188
+ 0.3013182580471039,
189
+ 0.6256861090660095,
190
+ 0.40616291761398315,
191
+ 0.5011402368545532,
192
+ 0.13519088923931122,
193
+ 0.18602389097213745,
194
+ 0.3338770866394043,
195
+ 0.49503806233406067,
196
+ 0.045513637363910675,
197
+ 0.10524044930934906,
198
+ 0.2545210123062134,
199
+ 0.6842835545539856,
200
+ 0.3411232531070709,
201
+ 0.4396619200706482,
202
+ 0.2416091412305832,
203
+ 0.8442538976669312,
204
+ 0.8516819477081299,
205
+ 0.2419484704732895,
206
+ 0.0779164656996727,
207
+ 0.14280173182487488,
208
+ 0.725169837474823,
209
+ 0.12581782042980194,
210
+ 0.6946685910224915,
211
+ 0.28594061732292175,
212
+ 0.12064122408628464,
213
+ 0.07702329754829407,
214
+ 0.6858054995536804,
215
+ 0.3066233992576599,
216
+ 0.42218631505966187,
217
+ 0.5202942490577698,
218
+ 0.040550753474235535,
219
+ 0.04999629035592079,
220
+ 0.051765069365501404,
221
+ 0.5513879060745239,
222
+ 0.54696124792099,
223
+ 0.19594797492027283,
224
+ 0.3738895356655121,
225
+ 0.20271733403205872,
226
+ 0.20533451437950134,
227
+ 0.600445568561554,
228
+ 0.498917818069458,
229
+ 0.035198651254177094,
230
+ 0.43335583806037903,
231
+ 0.16200071573257446,
232
+ 0.27816152572631836,
233
+ 0.4446829557418823,
234
+ 0.4513494074344635,
235
+ 0.2159518152475357,
236
+ 0.1959279477596283,
237
+ 0.3712155520915985,
238
+ 0.2893384099006653,
239
+ 0.4653569161891937,
240
+ 0.6356717944145203,
241
+ 0.45992860198020935,
242
+ 0.08410782366991043,
243
+ 0.335269570350647,
244
+ 0.14702531695365906,
245
+ 0.5897708535194397,
246
+ 0.2838340103626251,
247
+ 0.28474316000938416,
248
+ 0.35957399010658264,
249
+ 0.33730438351631165,
250
+ 0.057041238993406296,
251
+ 0.24977944791316986,
252
+ 0.3838045299053192,
253
+ 0.08422376960515976,
254
+ 0.7680796384811401,
255
+ 0.7761465311050415,
256
+ 0.04817825183272362,
257
+ 0.47520580887794495,
258
+ 0.6846118569374084,
259
+ 0.20302018523216248,
260
+ 0.2431686669588089,
261
+ 0.19164210557937622,
262
+ 0.2631188929080963,
263
+ 0.03952625021338463,
264
+ 0.39330634474754333,
265
+ 0.20661361515522003,
266
+ 0.5411177277565002,
267
+ 0.580091655254364,
268
+ 0.3329254984855652,
269
+ 0.20832297205924988,
270
+ 0.6227994561195374,
271
+ 0.5457998514175415,
272
+ 0.24191176891326904,
273
+ 0.3649437427520752,
274
+ 0.3871036767959595,
275
+ 0.5427823662757874,
276
+ 0.1181725412607193,
277
+ 0.18958595395088196,
278
+ 0.3222760558128357,
279
+ 0.11438032239675522,
280
+ 0.37552130222320557,
281
+ 0.16640396416187286,
282
+ 0.7155507206916809
283
+ ]
284
+ }
p5-mae-15m-d195/exports/step_00010000/fsd50k_lora_1ep_s2.json ADDED
@@ -0,0 +1,284 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "export": "/workspace/runs/p5-mae-15m-d195/exports/step_00010000",
3
+ "fingerprint": "3fdeee8bad586aaf",
4
+ "campaign_id": "phase5",
5
+ "trial_id": "p5-mae-15m-d195",
6
+ "target": "fsd50k",
7
+ "num_classes": 200,
8
+ "lora_layers_wrapped": 32,
9
+ "params": {
10
+ "trainable": 876488,
11
+ "total": 15158984,
12
+ "fraction": 0.05781970612278501
13
+ },
14
+ "steps_per_epoch": 989,
15
+ "total_steps": 989,
16
+ "train_clips": 36796,
17
+ "train_segments": 47487,
18
+ "val_clips": 10231,
19
+ "val_segments": 15513,
20
+ "train_split": "train",
21
+ "eval_split": "test",
22
+ "config": {
23
+ "rank": 16,
24
+ "alpha": 32.0,
25
+ "targets": [
26
+ "qkv",
27
+ "proj",
28
+ "fc1",
29
+ "fc2"
30
+ ],
31
+ "train_norms": true,
32
+ "epochs": 1.0,
33
+ "batch_size": 48,
34
+ "lr": 0.003,
35
+ "min_lr": 1e-05,
36
+ "warmup_frac": 0.1,
37
+ "betas": [
38
+ 0.9,
39
+ 0.95
40
+ ],
41
+ "weight_decay": 0.05,
42
+ "clip_norm": 4.0,
43
+ "mixup": 0.0,
44
+ "mixup_prob": 0.9,
45
+ "freq_mask": 0,
46
+ "time_mask": 0,
47
+ "roll_aug": false,
48
+ "mask_ratio": 0.0,
49
+ "num_classes": 200,
50
+ "prior_bias_init": true,
51
+ "num_workers": 8,
52
+ "seed": 2,
53
+ "train_probe_clips": 4096,
54
+ "train_eval_every": 25,
55
+ "val_evals": 5,
56
+ "eval_batch_size": 128
57
+ },
58
+ "gpu": "NVIDIA GeForce RTX 4090",
59
+ "final_val_map": 0.3394352037226781,
60
+ "lora/map": 0.3394352037226781,
61
+ "fsd50k/map": 0.3394352037226781,
62
+ "train_seconds": 24.14,
63
+ "total_seconds": 33.14,
64
+ "history": [
65
+ {
66
+ "step": 0,
67
+ "epoch": 0.0,
68
+ "loss": null,
69
+ "val_map": 0.021025698386365546,
70
+ "lr": 0.0,
71
+ "train_s": 0.0
72
+ },
73
+ {
74
+ "step": 989,
75
+ "epoch": 1.0,
76
+ "loss": 0.025991946146458104,
77
+ "val_map": 0.3394352037226781,
78
+ "lr": 0.0,
79
+ "train_s": 24.142147648497485
80
+ }
81
+ ],
82
+ "per_class_ap": [
83
+ 0.2217160165309906,
84
+ 0.09475071728229523,
85
+ 0.5171826481819153,
86
+ 0.31958523392677307,
87
+ 0.40693628787994385,
88
+ 0.5849973559379578,
89
+ 0.8269587159156799,
90
+ 0.5267419219017029,
91
+ 0.5237028002738953,
92
+ 0.502975344657898,
93
+ 0.1311609148979187,
94
+ 0.32746031880378723,
95
+ 0.15093456208705902,
96
+ 0.36920952796936035,
97
+ 0.47592693567276,
98
+ 0.44615092873573303,
99
+ 0.03700190410017967,
100
+ 0.11606636643409729,
101
+ 0.502311110496521,
102
+ 0.16417574882507324,
103
+ 0.4431910812854767,
104
+ 0.39318880438804626,
105
+ 0.7773746848106384,
106
+ 0.10478125512599945,
107
+ 0.18896153569221497,
108
+ 0.34922030568122864,
109
+ 0.27719756960868835,
110
+ 0.19799678027629852,
111
+ 0.5774657726287842,
112
+ 0.2453724443912506,
113
+ 0.6567551493644714,
114
+ 0.4032003581523895,
115
+ 0.30888304114341736,
116
+ 0.18812276422977448,
117
+ 0.29120469093322754,
118
+ 0.21437790989875793,
119
+ 0.38859161734580994,
120
+ 0.14624832570552826,
121
+ 0.20893578231334686,
122
+ 0.21373219788074493,
123
+ 0.45013636350631714,
124
+ 0.1546858549118042,
125
+ 0.51419997215271,
126
+ 0.18401949107646942,
127
+ 0.4658053517341614,
128
+ 0.11148729175329208,
129
+ 0.16798754036426544,
130
+ 0.21394874155521393,
131
+ 0.7388660311698914,
132
+ 0.38037535548210144,
133
+ 0.33135437965393066,
134
+ 0.47000253200531006,
135
+ 0.5322602987289429,
136
+ 0.14054283499717712,
137
+ 0.1431368589401245,
138
+ 0.013867664150893688,
139
+ 0.1979663223028183,
140
+ 0.6392752528190613,
141
+ 0.10872969031333923,
142
+ 0.4749855399131775,
143
+ 0.4647633731365204,
144
+ 0.5976861119270325,
145
+ 0.40178677439689636,
146
+ 0.1884796917438507,
147
+ 0.43773213028907776,
148
+ 0.12201443314552307,
149
+ 0.2044786810874939,
150
+ 0.6267498135566711,
151
+ 0.5097755789756775,
152
+ 0.4918888211250305,
153
+ 0.4704377353191376,
154
+ 0.1878652125597,
155
+ 0.6536293625831604,
156
+ 0.23703837394714355,
157
+ 0.316619873046875,
158
+ 0.2255021333694458,
159
+ 0.3752487301826477,
160
+ 0.32742008566856384,
161
+ 0.2606406807899475,
162
+ 0.34982192516326904,
163
+ 0.24625787138938904,
164
+ 0.1908854842185974,
165
+ 0.22311607003211975,
166
+ 0.2825224995613098,
167
+ 0.19605652987957,
168
+ 0.25239473581314087,
169
+ 0.37838709354400635,
170
+ 0.5423924922943115,
171
+ 0.16647958755493164,
172
+ 0.08724858611822128,
173
+ 0.6907718181610107,
174
+ 0.07345078140497208,
175
+ 0.45930424332618713,
176
+ 0.1733870506286621,
177
+ 0.23820407688617706,
178
+ 0.2906266152858734,
179
+ 0.3646082282066345,
180
+ 0.10726016014814377,
181
+ 0.37676429748535156,
182
+ 0.08292766660451889,
183
+ 0.5247183442115784,
184
+ 0.6897327899932861,
185
+ 0.15716087818145752,
186
+ 0.36133885383605957,
187
+ 0.21291080117225647,
188
+ 0.2659495770931244,
189
+ 0.6259918808937073,
190
+ 0.424736887216568,
191
+ 0.4863533079624176,
192
+ 0.15613389015197754,
193
+ 0.2087276726961136,
194
+ 0.3234660029411316,
195
+ 0.4944086968898773,
196
+ 0.03852355480194092,
197
+ 0.09488644450902939,
198
+ 0.2707504332065582,
199
+ 0.6889920830726624,
200
+ 0.3964913785457611,
201
+ 0.44603973627090454,
202
+ 0.1913577765226364,
203
+ 0.8455581068992615,
204
+ 0.852944016456604,
205
+ 0.2323504239320755,
206
+ 0.13125307857990265,
207
+ 0.20264984667301178,
208
+ 0.7380678057670593,
209
+ 0.22290028631687164,
210
+ 0.6803652048110962,
211
+ 0.3211354911327362,
212
+ 0.11883022636175156,
213
+ 0.0755847841501236,
214
+ 0.7003865838050842,
215
+ 0.4247424602508545,
216
+ 0.3885479271411896,
217
+ 0.571121335029602,
218
+ 0.05388937518000603,
219
+ 0.04299025610089302,
220
+ 0.06669653952121735,
221
+ 0.5463738441467285,
222
+ 0.543054461479187,
223
+ 0.15361541509628296,
224
+ 0.2702294588088989,
225
+ 0.14763818681240082,
226
+ 0.24498553574085236,
227
+ 0.6401264071464539,
228
+ 0.5078874230384827,
229
+ 0.039104197174310684,
230
+ 0.5191230177879333,
231
+ 0.1588210165500641,
232
+ 0.19716954231262207,
233
+ 0.44369828701019287,
234
+ 0.45235225558280945,
235
+ 0.2306237369775772,
236
+ 0.26753097772598267,
237
+ 0.3596072494983673,
238
+ 0.22685427963733673,
239
+ 0.5253859162330627,
240
+ 0.5792202949523926,
241
+ 0.4346071183681488,
242
+ 0.05992063134908676,
243
+ 0.3342624306678772,
244
+ 0.1918790489435196,
245
+ 0.6092542409896851,
246
+ 0.20670819282531738,
247
+ 0.26533225178718567,
248
+ 0.29541483521461487,
249
+ 0.3271982967853546,
250
+ 0.06307592988014221,
251
+ 0.28126177191734314,
252
+ 0.3624563217163086,
253
+ 0.0820782408118248,
254
+ 0.7977005243301392,
255
+ 0.8003160953521729,
256
+ 0.04194661229848862,
257
+ 0.41065242886543274,
258
+ 0.7020975947380066,
259
+ 0.17645463347434998,
260
+ 0.25800564885139465,
261
+ 0.18506909906864166,
262
+ 0.29360315203666687,
263
+ 0.04894373193383217,
264
+ 0.4895661473274231,
265
+ 0.05369612202048302,
266
+ 0.4721637964248657,
267
+ 0.5828901529312134,
268
+ 0.3490910530090332,
269
+ 0.2298133671283722,
270
+ 0.6265347599983215,
271
+ 0.5332721471786499,
272
+ 0.2739473879337311,
273
+ 0.3861905336380005,
274
+ 0.35912707448005676,
275
+ 0.5375075340270996,
276
+ 0.1009671688079834,
277
+ 0.14640037715435028,
278
+ 0.33200448751449585,
279
+ 0.12038449943065643,
280
+ 0.3459876477718353,
281
+ 0.12016395479440689,
282
+ 0.6900012493133545
283
+ ]
284
+ }
p5-mae-15m-d195/exports/step_00010000/lora_1ep_s2.json ADDED
@@ -0,0 +1,260 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "meta": {
3
+ "export": "/workspace/runs/p5-mae-15m-d195/exports/step_00010000",
4
+ "fingerprint": "3fdeee8bad586aaf",
5
+ "campaign_id": "phase5",
6
+ "trial_id": "p5-mae-15m-d195",
7
+ "lora_layers_wrapped": 32,
8
+ "params": {
9
+ "trainable": 1002383,
10
+ "total": 15284879,
11
+ "fraction": 0.0655800415561026
12
+ },
13
+ "steps_per_epoch": 428,
14
+ "total_steps": 428,
15
+ "train_clips": 20550,
16
+ "val_clips": 18886,
17
+ "config": {
18
+ "rank": 16,
19
+ "alpha": 32.0,
20
+ "targets": [
21
+ "qkv",
22
+ "proj",
23
+ "fc1",
24
+ "fc2"
25
+ ],
26
+ "train_norms": true,
27
+ "epochs": 1.0,
28
+ "batch_size": 48,
29
+ "lr": 0.003,
30
+ "min_lr": 1e-05,
31
+ "warmup_frac": 0.1,
32
+ "betas": [
33
+ 0.9,
34
+ 0.95
35
+ ],
36
+ "weight_decay": 0.05,
37
+ "clip_norm": 4.0,
38
+ "mixup": 0.0,
39
+ "mixup_prob": 0.9,
40
+ "freq_mask": 0,
41
+ "time_mask": 0,
42
+ "roll_aug": false,
43
+ "mask_ratio": 0.0,
44
+ "num_classes": 527,
45
+ "prior_bias_init": true,
46
+ "num_workers": 8,
47
+ "seed": 2,
48
+ "train_probe_clips": 4096,
49
+ "train_eval_every": 25,
50
+ "val_evals": 5,
51
+ "eval_batch_size": 128
52
+ },
53
+ "gpu": "NVIDIA GeForce RTX 4090"
54
+ },
55
+ "history": [
56
+ {
57
+ "step": 0,
58
+ "epoch": 0.0,
59
+ "loss": null,
60
+ "train_map": 0.0069730050692403695,
61
+ "val_map": 0.006232169362896633,
62
+ "lr": 0.0,
63
+ "train_s": 0.0
64
+ },
65
+ {
66
+ "step": 25,
67
+ "epoch": 0.0584,
68
+ "loss": 0.02433,
69
+ "train_map": 0.027639698847311864,
70
+ "val_map": null,
71
+ "lr": 0.0017857142857142857,
72
+ "train_s": 0.6
73
+ },
74
+ {
75
+ "step": 50,
76
+ "epoch": 0.1168,
77
+ "loss": 0.02349,
78
+ "train_map": 0.04191565381113857,
79
+ "val_map": null,
80
+ "lr": 0.002996832162669313,
81
+ "train_s": 1.2
82
+ },
83
+ {
84
+ "step": 75,
85
+ "epoch": 0.1752,
86
+ "loss": 0.02241,
87
+ "train_map": 0.04918249142581537,
88
+ "val_map": null,
89
+ "lr": 0.0029464015850084926,
90
+ "train_s": 1.8
91
+ },
92
+ {
93
+ "step": 100,
94
+ "epoch": 0.2336,
95
+ "loss": 0.02158,
96
+ "train_map": 0.07306833035468108,
97
+ "val_map": null,
98
+ "lr": 0.0028365019165406584,
99
+ "train_s": 2.5
100
+ },
101
+ {
102
+ "step": 107,
103
+ "epoch": 0.25,
104
+ "loss": 0.02208,
105
+ "train_map": 0.0784944564102313,
106
+ "val_map": 0.04772822616844521,
107
+ "lr": 0.002795633084492174,
108
+ "train_s": 2.6
109
+ },
110
+ {
111
+ "step": 125,
112
+ "epoch": 0.2921,
113
+ "loss": 0.02178,
114
+ "train_map": 0.07868090063418337,
115
+ "val_map": null,
116
+ "lr": 0.0026716673782849554,
117
+ "train_s": 3.0
118
+ },
119
+ {
120
+ "step": 150,
121
+ "epoch": 0.3505,
122
+ "loss": 0.02158,
123
+ "train_map": 0.09106729477573278,
124
+ "val_map": null,
125
+ "lr": 0.002458698684369641,
126
+ "train_s": 3.6
127
+ },
128
+ {
129
+ "step": 175,
130
+ "epoch": 0.4089,
131
+ "loss": 0.02105,
132
+ "train_map": 0.09723564366716361,
133
+ "val_map": null,
134
+ "lr": 0.0022063824593754194,
135
+ "train_s": 4.2
136
+ },
137
+ {
138
+ "step": 200,
139
+ "epoch": 0.4673,
140
+ "loss": 0.02011,
141
+ "train_map": 0.10842655160273487,
142
+ "val_map": null,
143
+ "lr": 0.0019251287213377403,
144
+ "train_s": 4.8
145
+ },
146
+ {
147
+ "step": 214,
148
+ "epoch": 0.5,
149
+ "loss": 0.01996,
150
+ "train_map": 0.11568820428154458,
151
+ "val_map": 0.0705146910746421,
152
+ "lr": 0.0017592766878384548,
153
+ "train_s": 5.2
154
+ },
155
+ {
156
+ "step": 225,
157
+ "epoch": 0.5257,
158
+ "loss": 0.02003,
159
+ "train_map": 0.11979344077417149,
160
+ "val_map": null,
161
+ "lr": 0.0016265413870700269,
162
+ "train_s": 5.4
163
+ },
164
+ {
165
+ "step": 250,
166
+ "epoch": 0.5841,
167
+ "loss": 0.01984,
168
+ "train_map": 0.13123076179098386,
169
+ "val_map": null,
170
+ "lr": 0.0013229395198229876,
171
+ "train_s": 6.0
172
+ },
173
+ {
174
+ "step": 275,
175
+ "epoch": 0.6425,
176
+ "loss": 0.01989,
177
+ "train_map": 0.14282503843385252,
178
+ "val_map": null,
179
+ "lr": 0.0010268490715591258,
180
+ "train_s": 6.6
181
+ },
182
+ {
183
+ "step": 300,
184
+ "epoch": 0.7009,
185
+ "loss": 0.01931,
186
+ "train_map": 0.15654299685120074,
187
+ "val_map": null,
188
+ "lr": 0.000750486089449494,
189
+ "train_s": 7.2
190
+ },
191
+ {
192
+ "step": 321,
193
+ "epoch": 0.75,
194
+ "loss": 0.01912,
195
+ "train_map": 0.16638754006825118,
196
+ "val_map": 0.10080536736610153,
197
+ "lr": 0.000541962785848462,
198
+ "train_s": 7.7
199
+ },
200
+ {
201
+ "step": 325,
202
+ "epoch": 0.7593,
203
+ "loss": 0.01888,
204
+ "train_map": 0.16760383749140367,
205
+ "val_map": null,
206
+ "lr": 0.0005052527083673369,
207
+ "train_s": 7.8
208
+ },
209
+ {
210
+ "step": 350,
211
+ "epoch": 0.8178,
212
+ "loss": 0.01897,
213
+ "train_map": 0.17462546368477694,
214
+ "val_map": null,
215
+ "lr": 0.00030126672363088163,
216
+ "train_s": 8.4
217
+ },
218
+ {
219
+ "step": 375,
220
+ "epoch": 0.8762,
221
+ "loss": 0.01892,
222
+ "train_map": 0.18167302238293684,
223
+ "val_map": null,
224
+ "lr": 0.00014694415279957929,
225
+ "train_s": 9.0
226
+ },
227
+ {
228
+ "step": 400,
229
+ "epoch": 0.9346,
230
+ "loss": 0.01853,
231
+ "train_map": 0.18443764130579593,
232
+ "val_map": null,
233
+ "lr": 4.865200911511649e-05,
234
+ "train_s": 9.6
235
+ },
236
+ {
237
+ "step": 425,
238
+ "epoch": 0.993,
239
+ "loss": 0.01871,
240
+ "train_map": 0.18523189374572638,
241
+ "val_map": null,
242
+ "lr": 1.0445612398966596e-05,
243
+ "train_s": 10.1
244
+ },
245
+ {
246
+ "step": 428,
247
+ "epoch": 1.0,
248
+ "loss": 0.01907,
249
+ "train_map": 0.18546799362939295,
250
+ "val_map": 0.11140239240771312,
251
+ "lr": 1e-05,
252
+ "train_s": 10.2
253
+ }
254
+ ],
255
+ "final_train_map": 0.18546799362939295,
256
+ "final_val_map": 0.11140239240771312,
257
+ "lora/map": 0.11140239240771312,
258
+ "train_seconds": 10.2,
259
+ "wall_seconds": 60.5
260
+ }