Upload folder using huggingface_hub

p5-mae-15m-d131/exports/step_00040000/fsd50k_lora_1ep_s0.json

@@ -0,0 +1,284 @@
+{
+  "export": "/workspace/runs/p5-mae-15m-d131/exports/step_00040000",
+  "fingerprint": "f1b23242ec8f5601",
+  "campaign_id": "phase5",
+  "trial_id": "p5-mae-15m-d131",
+  "target": "fsd50k",
+  "num_classes": 200,
+  "lora_layers_wrapped": 32,
+  "params": {
+    "trainable": 876488,
+    "total": 15158984,
+    "fraction": 0.05781970612278501
+  },
+  "steps_per_epoch": 989,
+  "total_steps": 989,
+  "train_clips": 36796,
+  "train_segments": 47487,
+  "val_clips": 10231,
+  "val_segments": 15513,
+  "train_split": "train",
+  "eval_split": "test",
+  "config": {
+    "rank": 16,
+    "alpha": 32.0,
+    "targets": [
+      "qkv",
+      "proj",
+      "fc1",
+      "fc2"
+    ],
+    "train_norms": true,
+    "epochs": 1.0,
+    "batch_size": 48,
+    "lr": 0.003,
+    "min_lr": 1e-05,
+    "warmup_frac": 0.1,
+    "betas": [
+      0.9,
+      0.95
+    ],
+    "weight_decay": 0.05,
+    "clip_norm": 4.0,
+    "mixup": 0.0,
+    "mixup_prob": 0.9,
+    "freq_mask": 0,
+    "time_mask": 0,
+    "roll_aug": false,
+    "mask_ratio": 0.0,
+    "num_classes": 200,
+    "prior_bias_init": true,
+    "num_workers": 8,
+    "seed": 0,
+    "train_probe_clips": 4096,
+    "train_eval_every": 25,
+    "val_evals": 5,
+    "eval_batch_size": 128
+  },
+  "gpu": "NVIDIA GeForce RTX 4090",
+  "final_val_map": 0.3861398249492049,
+  "lora/map": 0.3861398249492049,
+  "fsd50k/map": 0.3861398249492049,
+  "train_seconds": 23.93,
+  "total_seconds": 32.93,
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "val_map": 0.022475250469287857,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 989,
+      "epoch": 1.0,
+      "loss": 0.023323401123058668,
+      "val_map": 0.3861398249492049,
+      "lr": 0.0,
+      "train_s": 23.92951434443239
+    }
+  ],
+  "per_class_ap": [
+    0.25680994987487793,
+    0.0971757099032402,
+    0.5362106561660767,
+    0.3658115267753601,
+    0.44647452235221863,
+    0.6417517066001892,
+    0.8556394577026367,
+    0.5427014827728271,
+    0.5823351144790649,
+    0.4800824820995331,
+    0.2308141589164734,
+    0.37687188386917114,
+    0.20867614448070526,
+    0.3311745226383209,
+    0.5144516229629517,
+    0.4741208553314209,
+    0.03795246779918671,
+    0.24348898231983185,
+    0.39076682925224304,
+    0.25247520208358765,
+    0.5005587339401245,
+    0.40964391827583313,
+    0.843904435634613,
+    0.08464940637350082,
+    0.23559901118278503,
+    0.45880788564682007,
+    0.36421483755111694,
+    0.3015795350074768,
+    0.7792471051216125,
+    0.33254653215408325,
+    0.675590455532074,
+    0.5671966671943665,
+    0.40456876158714294,
+    0.21114613115787506,
+    0.29556918144226074,
+    0.1927097886800766,
+    0.4181755483150482,
+    0.1843390166759491,
+    0.2905430197715759,
+    0.2378394603729248,
+    0.5548097491264343,
+    0.26775556802749634,
+    0.593946099281311,
+    0.179182767868042,
+    0.46465232968330383,
+    0.1051713153719902,
+    0.22874987125396729,
+    0.2803884744644165,
+    0.7194206118583679,
+    0.42561736702919006,
+    0.3977198004722595,
+    0.5646023154258728,
+    0.5775550007820129,
+    0.15762433409690857,
+    0.15458200871944427,
+    0.025624345988035202,
+    0.258685827255249,
+    0.6808355450630188,
+    0.13041117787361145,
+    0.5131982564926147,
+    0.6042957305908203,
+    0.6262543201446533,
+    0.428829550743103,
+    0.1685415655374527,
+    0.49451425671577454,
+    0.1548914909362793,
+    0.2791929841041565,
+    0.6667209267616272,
+    0.5285017490386963,
+    0.556400716304779,
+    0.47169405221939087,
+    0.20595340430736542,
+    0.6765598058700562,
+    0.3558964729309082,
+    0.3038884103298187,
+    0.23192954063415527,
+    0.45080792903900146,
+    0.3988146483898163,
+    0.30952373147010803,
+    0.43542686104774475,
+    0.2441040277481079,
+    0.33495813608169556,
+    0.28437814116477966,
+    0.36643004417419434,
+    0.17093537747859955,
+    0.34717854857444763,
+    0.40842437744140625,
+    0.6450591683387756,
+    0.2003302276134491,
+    0.11607600003480911,
+    0.7350584268569946,
+    0.18227629363536835,
+    0.5240997672080994,
+    0.26156994700431824,
+    0.19356487691402435,
+    0.3144744634628296,
+    0.3741360902786255,
+    0.12342321872711182,
+    0.37950053811073303,
+    0.07869795709848404,
+    0.5722806453704834,
+    0.7118571996688843,
+    0.22066664695739746,
+    0.40885046124458313,
+    0.24804867804050446,
+    0.4083211123943329,
+    0.6324588656425476,
+    0.5247567296028137,
+    0.5555833578109741,
+    0.23104174435138702,
+    0.20087459683418274,
+    0.3294066786766052,
+    0.6395897269248962,
+    0.06852158159017563,
+    0.15888890624046326,
+    0.33468568325042725,
+    0.7610511779785156,
+    0.3734697997570038,
+    0.4830629527568817,
+    0.21645960211753845,
+    0.8664469718933105,
+    0.8751571774482727,
+    0.3659977316856384,
+    0.1444617509841919,
+    0.2023295760154724,
+    0.7678764462471008,
+    0.2653846740722656,
+    0.7235323190689087,
+    0.3336145579814911,
+    0.1560317426919937,
+    0.18912406265735626,
+    0.7838781476020813,
+    0.4739767014980316,
+    0.44287699460983276,
+    0.6644648313522339,
+    0.09214100241661072,
+    0.10296466946601868,
+    0.05554381385445595,
+    0.49781203269958496,
+    0.5511995553970337,
+    0.21895147860050201,
+    0.3198224604129791,
+    0.23268595337867737,
+    0.31809550523757935,
+    0.700894832611084,
+    0.582547128200531,
+    0.05046294257044792,
+    0.5764703154563904,
+    0.2232765108346939,
+    0.2781132459640503,
+    0.4950554072856903,
+    0.5020754337310791,
+    0.2411850541830063,
+    0.3825940489768982,
+    0.4553874433040619,
+    0.30101123452186584,
+    0.4890395998954773,
+    0.6620763540267944,
+    0.4749201536178589,
+    0.09006647020578384,
+    0.4413588345050812,
+    0.1366984248161316,
+    0.6273430585861206,
+    0.2543559968471527,
+    0.3683604598045349,
+    0.28665289282798767,
+    0.3957931101322174,
+    0.06397455185651779,
+    0.37491247057914734,
+    0.4218943417072296,
+    0.09157717227935791,
+    0.8752515316009521,
+    0.8830752968788147,
+    0.06605520844459534,
+    0.5509445667266846,
+    0.7815967798233032,
+    0.19196942448616028,
+    0.2595559060573578,
+    0.207984060049057,
+    0.3126911222934723,
+    0.04826131835579872,
+    0.4662254750728607,
+    0.26997798681259155,
+    0.5731738805770874,
+    0.6281453967094421,
+    0.40777406096458435,
+    0.2834843695163727,
+    0.6742706298828125,
+    0.5727631449699402,
+    0.4162925183773041,
+    0.40914252400398254,
+    0.4553481936454773,
+    0.5688613057136536,
+    0.1454440951347351,
+    0.16976605355739594,
+    0.2992176115512848,
+    0.0875486359000206,
+    0.4684307873249054,
+    0.14272472262382507,
+    0.7515833377838135
+  ]
+}

p5-mae-15m-d131/exports/step_00040000/fsd50k_lora_1ep_s1.json

@@ -0,0 +1,284 @@
+{
+  "export": "/workspace/runs/p5-mae-15m-d131/exports/step_00040000",
+  "fingerprint": "f1b23242ec8f5601",
+  "campaign_id": "phase5",
+  "trial_id": "p5-mae-15m-d131",
+  "target": "fsd50k",
+  "num_classes": 200,
+  "lora_layers_wrapped": 32,
+  "params": {
+    "trainable": 876488,
+    "total": 15158984,
+    "fraction": 0.05781970612278501
+  },
+  "steps_per_epoch": 989,
+  "total_steps": 989,
+  "train_clips": 36796,
+  "train_segments": 47487,
+  "val_clips": 10231,
+  "val_segments": 15513,
+  "train_split": "train",
+  "eval_split": "test",
+  "config": {
+    "rank": 16,
+    "alpha": 32.0,
+    "targets": [
+      "qkv",
+      "proj",
+      "fc1",
+      "fc2"
+    ],
+    "train_norms": true,
+    "epochs": 1.0,
+    "batch_size": 48,
+    "lr": 0.003,
+    "min_lr": 1e-05,
+    "warmup_frac": 0.1,
+    "betas": [
+      0.9,
+      0.95
+    ],
+    "weight_decay": 0.05,
+    "clip_norm": 4.0,
+    "mixup": 0.0,
+    "mixup_prob": 0.9,
+    "freq_mask": 0,
+    "time_mask": 0,
+    "roll_aug": false,
+    "mask_ratio": 0.0,
+    "num_classes": 200,
+    "prior_bias_init": true,
+    "num_workers": 8,
+    "seed": 1,
+    "train_probe_clips": 4096,
+    "train_eval_every": 25,
+    "val_evals": 5,
+    "eval_batch_size": 128
+  },
+  "gpu": "NVIDIA GeForce RTX 4090",
+  "final_val_map": 0.3894634534791112,
+  "lora/map": 0.3894634534791112,
+  "fsd50k/map": 0.3894634534791112,
+  "train_seconds": 24.52,
+  "total_seconds": 33.72,
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "val_map": 0.02233186560915783,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 989,
+      "epoch": 1.0,
+      "loss": 0.023306202863165697,
+      "val_map": 0.3894634534791112,
+      "lr": 0.0,
+      "train_s": 24.52063795097638
+    }
+  ],
+  "per_class_ap": [
+    0.25124335289001465,
+    0.08645329624414444,
+    0.5218135714530945,
+    0.33888813853263855,
+    0.45825478434562683,
+    0.6484904289245605,
+    0.8570923805236816,
+    0.5760295391082764,
+    0.5548572540283203,
+    0.5174098014831543,
+    0.3032286465167999,
+    0.37309861183166504,
+    0.18065328896045685,
+    0.40888404846191406,
+    0.5086308717727661,
+    0.47925153374671936,
+    0.03148803859949112,
+    0.22111372649669647,
+    0.42936453223228455,
+    0.21164962649345398,
+    0.5610662698745728,
+    0.41700980067253113,
+    0.8682270050048828,
+    0.09543923288583755,
+    0.22518271207809448,
+    0.3615342974662781,
+    0.35994207859039307,
+    0.2850973308086395,
+    0.7826710343360901,
+    0.3211223781108856,
+    0.6485413908958435,
+    0.5725330710411072,
+    0.4448225796222687,
+    0.21007999777793884,
+    0.30484744906425476,
+    0.24326151609420776,
+    0.4368332624435425,
+    0.15384992957115173,
+    0.3691961169242859,
+    0.27461960911750793,
+    0.5652273297309875,
+    0.24650897085666656,
+    0.5872750282287598,
+    0.20665410161018372,
+    0.5168331861495972,
+    0.1884612739086151,
+    0.2277853637933731,
+    0.2785894572734833,
+    0.6667753458023071,
+    0.42470577359199524,
+    0.36088332533836365,
+    0.5308070778846741,
+    0.5982879996299744,
+    0.22174839675426483,
+    0.15696300566196442,
+    0.026723049581050873,
+    0.24646000564098358,
+    0.6731954216957092,
+    0.16795702278614044,
+    0.5477712154388428,
+    0.6309290528297424,
+    0.6191468238830566,
+    0.41883385181427,
+    0.21575164794921875,
+    0.44841673970222473,
+    0.1122739315032959,
+    0.2732701301574707,
+    0.6605531573295593,
+    0.48651444911956787,
+    0.5469843149185181,
+    0.46922075748443604,
+    0.21774804592132568,
+    0.6726953387260437,
+    0.29251646995544434,
+    0.21061842143535614,
+    0.2524806261062622,
+    0.4613712430000305,
+    0.45288118720054626,
+    0.2925284504890442,
+    0.42180702090263367,
+    0.24759428203105927,
+    0.2710499167442322,
+    0.26965636014938354,
+    0.24934248626232147,
+    0.300160676240921,
+    0.33580127358436584,
+    0.40274277329444885,
+    0.6238117814064026,
+    0.1949479579925537,
+    0.141066312789917,
+    0.7468685507774353,
+    0.18368427455425262,
+    0.5220368504524231,
+    0.2300780713558197,
+    0.29494765400886536,
+    0.3271646797657013,
+    0.4796645939350128,
+    0.15092073380947113,
+    0.361266165971756,
+    0.07721953094005585,
+    0.5835121870040894,
+    0.7144067287445068,
+    0.23142492771148682,
+    0.41977280378341675,
+    0.2395070195198059,
+    0.40643757581710815,
+    0.6507799625396729,
+    0.5272164940834045,
+    0.5516348481178284,
+    0.23040689527988434,
+    0.24978643655776978,
+    0.3420216143131256,
+    0.6595427989959717,
+    0.14628127217292786,
+    0.1640399992465973,
+    0.30657655000686646,
+    0.737471342086792,
+    0.3572810888290405,
+    0.4862827956676483,
+    0.2718505263328552,
+    0.8673800826072693,
+    0.8760181665420532,
+    0.3511139750480652,
+    0.08020088821649551,
+    0.2604938745498657,
+    0.7805554866790771,
+    0.29627904295921326,
+    0.732421338558197,
+    0.33805879950523376,
+    0.11262942105531693,
+    0.17679576575756073,
+    0.7910831570625305,
+    0.46220043301582336,
+    0.4623101055622101,
+    0.5867577791213989,
+    0.10483336448669434,
+    0.08489292860031128,
+    0.052226435393095016,
+    0.5658934116363525,
+    0.5644920468330383,
+    0.24914605915546417,
+    0.3091452121734619,
+    0.1973947286605835,
+    0.24941010773181915,
+    0.7322738170623779,
+    0.5719164609909058,
+    0.06644441187381744,
+    0.5652766227722168,
+    0.19232939183712006,
+    0.2662885785102844,
+    0.47477275133132935,
+    0.5212418437004089,
+    0.31342822313308716,
+    0.3610386550426483,
+    0.45686882734298706,
+    0.347013384103775,
+    0.5021817684173584,
+    0.6943045258522034,
+    0.4723062217235565,
+    0.08302810788154602,
+    0.4034344255924225,
+    0.14741250872612,
+    0.662470817565918,
+    0.3009205162525177,
+    0.35011225938796997,
+    0.36533042788505554,
+    0.39091169834136963,
+    0.06013338640332222,
+    0.33804383873939514,
+    0.4603709280490875,
+    0.09653609991073608,
+    0.8574508428573608,
+    0.8702770471572876,
+    0.04180517420172691,
+    0.5206948518753052,
+    0.7349156737327576,
+    0.2370339184999466,
+    0.24688783288002014,
+    0.21704867482185364,
+    0.30657586455345154,
+    0.044147197157144547,
+    0.5488054752349854,
+    0.2124474048614502,
+    0.6194069981575012,
+    0.6320005655288696,
+    0.32934895157814026,
+    0.27156105637550354,
+    0.658352255821228,
+    0.5760706663131714,
+    0.36622902750968933,
+    0.45221924781799316,
+    0.4480142295360565,
+    0.5681304931640625,
+    0.13226424157619476,
+    0.2094758003950119,
+    0.3780907988548279,
+    0.1137862429022789,
+    0.472388356924057,
+    0.14697101712226868,
+    0.7559823393821716
+  ]
+}

p5-mae-15m-d131/exports/step_00040000/fsd50k_lora_1ep_s2.json

@@ -0,0 +1,284 @@
+{
+  "export": "/workspace/runs/p5-mae-15m-d131/exports/step_00040000",
+  "fingerprint": "f1b23242ec8f5601",
+  "campaign_id": "phase5",
+  "trial_id": "p5-mae-15m-d131",
+  "target": "fsd50k",
+  "num_classes": 200,
+  "lora_layers_wrapped": 32,
+  "params": {
+    "trainable": 876488,
+    "total": 15158984,
+    "fraction": 0.05781970612278501
+  },
+  "steps_per_epoch": 989,
+  "total_steps": 989,
+  "train_clips": 36796,
+  "train_segments": 47487,
+  "val_clips": 10231,
+  "val_segments": 15513,
+  "train_split": "train",
+  "eval_split": "test",
+  "config": {
+    "rank": 16,
+    "alpha": 32.0,
+    "targets": [
+      "qkv",
+      "proj",
+      "fc1",
+      "fc2"
+    ],
+    "train_norms": true,
+    "epochs": 1.0,
+    "batch_size": 48,
+    "lr": 0.003,
+    "min_lr": 1e-05,
+    "warmup_frac": 0.1,
+    "betas": [
+      0.9,
+      0.95
+    ],
+    "weight_decay": 0.05,
+    "clip_norm": 4.0,
+    "mixup": 0.0,
+    "mixup_prob": 0.9,
+    "freq_mask": 0,
+    "time_mask": 0,
+    "roll_aug": false,
+    "mask_ratio": 0.0,
+    "num_classes": 200,
+    "prior_bias_init": true,
+    "num_workers": 8,
+    "seed": 2,
+    "train_probe_clips": 4096,
+    "train_eval_every": 25,
+    "val_evals": 5,
+    "eval_batch_size": 128
+  },
+  "gpu": "NVIDIA GeForce RTX 4090",
+  "final_val_map": 0.38830385616980495,
+  "lora/map": 0.38830385616980495,
+  "fsd50k/map": 0.38830385616980495,
+  "train_seconds": 24.11,
+  "total_seconds": 33.07,
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "val_map": 0.02168603423051536,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 989,
+      "epoch": 1.0,
+      "loss": 0.023550587525131506,
+      "val_map": 0.38830385616980495,
+      "lr": 0.0,
+      "train_s": 24.108741654083133
+    }
+  ],
+  "per_class_ap": [
+    0.25202739238739014,
+    0.17466796934604645,
+    0.550471305847168,
+    0.3467211425304413,
+    0.46111077070236206,
+    0.6292680501937866,
+    0.836385190486908,
+    0.5585620403289795,
+    0.6023959517478943,
+    0.4808495342731476,
+    0.30715906620025635,
+    0.38769200444221497,
+    0.17189836502075195,
+    0.44367069005966187,
+    0.5085980296134949,
+    0.4894905984401703,
+    0.04551725089550018,
+    0.2465062290430069,
+    0.4562309980392456,
+    0.23627068102359772,
+    0.5166566371917725,
+    0.3959124684333801,
+    0.8586187958717346,
+    0.1258496791124344,
+    0.23539744317531586,
+    0.4143998622894287,
+    0.38313716650009155,
+    0.3068198561668396,
+    0.7654201984405518,
+    0.32470962405204773,
+    0.6954589486122131,
+    0.5664967894554138,
+    0.4611605107784271,
+    0.16606390476226807,
+    0.3631546199321747,
+    0.22389447689056396,
+    0.42359355092048645,
+    0.20872466266155243,
+    0.38807213306427,
+    0.2503674328327179,
+    0.556196928024292,
+    0.17695221304893494,
+    0.6156777143478394,
+    0.17224587500095367,
+    0.47825887799263,
+    0.11054529994726181,
+    0.24135926365852356,
+    0.31213563680648804,
+    0.7658893465995789,
+    0.4143317937850952,
+    0.301190048456192,
+    0.5334627032279968,
+    0.5606200695037842,
+    0.11239024996757507,
+    0.21148650348186493,
+    0.028980528935790062,
+    0.21910794079303741,
+    0.6841407418251038,
+    0.12257856130599976,
+    0.5127536654472351,
+    0.5778084397315979,
+    0.6313066482543945,
+    0.4427897334098816,
+    0.13408151268959045,
+    0.49202585220336914,
+    0.12676146626472473,
+    0.224668949842453,
+    0.6716817617416382,
+    0.512208104133606,
+    0.5182145237922668,
+    0.4500483572483063,
+    0.2135809361934662,
+    0.6912334561347961,
+    0.2839055061340332,
+    0.27587825059890747,
+    0.22548051178455353,
+    0.4464087188243866,
+    0.4005950391292572,
+    0.27345168590545654,
+    0.44397807121276855,
+    0.22746531665325165,
+    0.33753225207328796,
+    0.31707438826560974,
+    0.3374231159687042,
+    0.3154838979244232,
+    0.25352752208709717,
+    0.40072962641716003,
+    0.602300763130188,
+    0.2361026406288147,
+    0.10750501602888107,
+    0.7333280444145203,
+    0.09270332753658295,
+    0.545792281627655,
+    0.2203679233789444,
+    0.3435760736465454,
+    0.3619891107082367,
+    0.49304014444351196,
+    0.13291648030281067,
+    0.37791475653648376,
+    0.08095495402812958,
+    0.572324275970459,
+    0.7063193321228027,
+    0.22110992670059204,
+    0.4068193733692169,
+    0.2578192353248596,
+    0.34777042269706726,
+    0.6539056301116943,
+    0.5259605050086975,
+    0.5407907366752625,
+    0.2726813852787018,
+    0.19224920868873596,
+    0.3352855145931244,
+    0.6166723966598511,
+    0.10281747579574585,
+    0.18129698932170868,
+    0.327802836894989,
+    0.7138245701789856,
+    0.4231870174407959,
+    0.5122500658035278,
+    0.2537550926208496,
+    0.870862603187561,
+    0.8798378705978394,
+    0.35843905806541443,
+    0.08868375420570374,
+    0.2407846450805664,
+    0.7749274969100952,
+    0.3230975866317749,
+    0.7219465970993042,
+    0.34434226155281067,
+    0.12430351972579956,
+    0.17348188161849976,
+    0.7568104267120361,
+    0.5163673162460327,
+    0.469889760017395,
+    0.637536346912384,
+    0.09205342829227448,
+    0.08725779503583908,
+    0.06164243072271347,
+    0.585742712020874,
+    0.543795108795166,
+    0.19628506898880005,
+    0.2852400243282318,
+    0.22878031432628632,
+    0.40922439098358154,
+    0.7573243975639343,
+    0.5462950468063354,
+    0.04603724926710129,
+    0.5612765550613403,
+    0.1706104278564453,
+    0.31587842106819153,
+    0.48777928948402405,
+    0.517867922782898,
+    0.3368295133113861,
+    0.27618375420570374,
+    0.4475966989994049,
+    0.3382795751094818,
+    0.5056167244911194,
+    0.6517770290374756,
+    0.4646458625793457,
+    0.07185138761997223,
+    0.39396822452545166,
+    0.1799331158399582,
+    0.6643195748329163,
+    0.19953563809394836,
+    0.30569928884506226,
+    0.3187559247016907,
+    0.30288389325141907,
+    0.06331872195005417,
+    0.35645297169685364,
+    0.44346386194229126,
+    0.10125245153903961,
+    0.8378357887268066,
+    0.8423147201538086,
+    0.03854668512940407,
+    0.583817183971405,
+    0.7742074131965637,
+    0.23101595044136047,
+    0.2448880821466446,
+    0.19767674803733826,
+    0.31661510467529297,
+    0.053762663155794144,
+    0.4668136239051819,
+    0.18756578862667084,
+    0.5936748385429382,
+    0.6236546039581299,
+    0.43396440148353577,
+    0.265097439289093,
+    0.6655389070510864,
+    0.5516760349273682,
+    0.39213114976882935,
+    0.4633840322494507,
+    0.47202637791633606,
+    0.5643339157104492,
+    0.12518832087516785,
+    0.1820685714483261,
+    0.3878677785396576,
+    0.1094706803560257,
+    0.468102365732193,
+    0.13371150195598602,
+    0.7488715052604675
+  ]
+}

p5-mae-15m-d131/exports/step_00040000/lora_1ep_s0.json

@@ -0,0 +1,260 @@
+{
+  "meta": {
+    "export": "/workspace/runs/p5-mae-15m-d131/exports/step_00040000",
+    "fingerprint": "f1b23242ec8f5601",
+    "campaign_id": "phase5",
+    "trial_id": "p5-mae-15m-d131",
+    "lora_layers_wrapped": 32,
+    "params": {
+      "trainable": 1002383,
+      "total": 15284879,
+      "fraction": 0.0655800415561026
+    },
+    "steps_per_epoch": 428,
+    "total_steps": 428,
+    "train_clips": 20550,
+    "val_clips": 18886,
+    "config": {
+      "rank": 16,
+      "alpha": 32.0,
+      "targets": [
+        "qkv",
+        "proj",
+        "fc1",
+        "fc2"
+      ],
+      "train_norms": true,
+      "epochs": 1.0,
+      "batch_size": 48,
+      "lr": 0.003,
+      "min_lr": 1e-05,
+      "warmup_frac": 0.1,
+      "betas": [
+        0.9,
+        0.95
+      ],
+      "weight_decay": 0.05,
+      "clip_norm": 4.0,
+      "mixup": 0.0,
+      "mixup_prob": 0.9,
+      "freq_mask": 0,
+      "time_mask": 0,
+      "roll_aug": false,
+      "mask_ratio": 0.0,
+      "num_classes": 527,
+      "prior_bias_init": true,
+      "num_workers": 8,
+      "seed": 0,
+      "train_probe_clips": 4096,
+      "train_eval_every": 25,
+      "val_evals": 5,
+      "eval_batch_size": 128
+    },
+    "gpu": "NVIDIA GeForce RTX 4090"
+  },
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "train_map": 0.006735008502417939,
+      "val_map": 0.005770288722808747,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 25,
+      "epoch": 0.0584,
+      "loss": 0.02353,
+      "train_map": 0.029018835189789392,
+      "val_map": null,
+      "lr": 0.0017857142857142857,
+      "train_s": 0.7
+    },
+    {
+      "step": 50,
+      "epoch": 0.1168,
+      "loss": 0.02293,
+      "train_map": 0.056034751141450914,
+      "val_map": null,
+      "lr": 0.002996832162669313,
+      "train_s": 1.2
+    },
+    {
+      "step": 75,
+      "epoch": 0.1752,
+      "loss": 0.02253,
+      "train_map": 0.07593185758037914,
+      "val_map": null,
+      "lr": 0.0029464015850084926,
+      "train_s": 1.8
+    },
+    {
+      "step": 100,
+      "epoch": 0.2336,
+      "loss": 0.02169,
+      "train_map": 0.08663212330976547,
+      "val_map": null,
+      "lr": 0.0028365019165406584,
+      "train_s": 2.4
+    },
+    {
+      "step": 107,
+      "epoch": 0.25,
+      "loss": 0.02167,
+      "train_map": 0.09157179803428447,
+      "val_map": 0.06147507686553209,
+      "lr": 0.002795633084492174,
+      "train_s": 2.6
+    },
+    {
+      "step": 125,
+      "epoch": 0.2921,
+      "loss": 0.0208,
+      "train_map": 0.09879499070427647,
+      "val_map": null,
+      "lr": 0.0026716673782849554,
+      "train_s": 3.0
+    },
+    {
+      "step": 150,
+      "epoch": 0.3505,
+      "loss": 0.02029,
+      "train_map": 0.1138976350500897,
+      "val_map": null,
+      "lr": 0.002458698684369641,
+      "train_s": 3.6
+    },
+    {
+      "step": 175,
+      "epoch": 0.4089,
+      "loss": 0.02015,
+      "train_map": 0.13228270413921314,
+      "val_map": null,
+      "lr": 0.0022063824593754194,
+      "train_s": 4.2
+    },
+    {
+      "step": 200,
+      "epoch": 0.4673,
+      "loss": 0.01992,
+      "train_map": 0.14935516663058263,
+      "val_map": null,
+      "lr": 0.0019251287213377403,
+      "train_s": 4.8
+    },
+    {
+      "step": 214,
+      "epoch": 0.5,
+      "loss": 0.01924,
+      "train_map": 0.1619921555049873,
+      "val_map": 0.09994390278619907,
+      "lr": 0.0017592766878384548,
+      "train_s": 5.2
+    },
+    {
+      "step": 225,
+      "epoch": 0.5257,
+      "loss": 0.01947,
+      "train_map": 0.15973982295159259,
+      "val_map": null,
+      "lr": 0.0016265413870700269,
+      "train_s": 5.4
+    },
+    {
+      "step": 250,
+      "epoch": 0.5841,
+      "loss": 0.01934,
+      "train_map": 0.17656947687034985,
+      "val_map": null,
+      "lr": 0.0013229395198229876,
+      "train_s": 6.0
+    },
+    {
+      "step": 275,
+      "epoch": 0.6425,
+      "loss": 0.01919,
+      "train_map": 0.19340735260906153,
+      "val_map": null,
+      "lr": 0.0010268490715591258,
+      "train_s": 6.6
+    },
+    {
+      "step": 300,
+      "epoch": 0.7009,
+      "loss": 0.01876,
+      "train_map": 0.20726251004500565,
+      "val_map": null,
+      "lr": 0.000750486089449494,
+      "train_s": 7.1
+    },
+    {
+      "step": 321,
+      "epoch": 0.75,
+      "loss": 0.01806,
+      "train_map": 0.21370753363495873,
+      "val_map": 0.130612306568093,
+      "lr": 0.000541962785848462,
+      "train_s": 7.6
+    },
+    {
+      "step": 325,
+      "epoch": 0.7593,
+      "loss": 0.01848,
+      "train_map": 0.21679889505103486,
+      "val_map": null,
+      "lr": 0.0005052527083673369,
+      "train_s": 7.7
+    },
+    {
+      "step": 350,
+      "epoch": 0.8178,
+      "loss": 0.01791,
+      "train_map": 0.2245621782050696,
+      "val_map": null,
+      "lr": 0.00030126672363088163,
+      "train_s": 8.3
+    },
+    {
+      "step": 375,
+      "epoch": 0.8762,
+      "loss": 0.0174,
+      "train_map": 0.23291879061934675,
+      "val_map": null,
+      "lr": 0.00014694415279957929,
+      "train_s": 8.9
+    },
+    {
+      "step": 400,
+      "epoch": 0.9346,
+      "loss": 0.01707,
+      "train_map": 0.23780500212157643,
+      "val_map": null,
+      "lr": 4.865200911511649e-05,
+      "train_s": 9.4
+    },
+    {
+      "step": 425,
+      "epoch": 0.993,
+      "loss": 0.01771,
+      "train_map": 0.23784616059734992,
+      "val_map": null,
+      "lr": 1.0445612398966596e-05,
+      "train_s": 10.0
+    },
+    {
+      "step": 428,
+      "epoch": 1.0,
+      "loss": 0.01777,
+      "train_map": 0.23835410517189773,
+      "val_map": 0.14589168229962096,
+      "lr": 1e-05,
+      "train_s": 10.1
+    }
+  ],
+  "final_train_map": 0.23835410517189773,
+  "final_val_map": 0.14589168229962096,
+  "lora/map": 0.14589168229962096,
+  "train_seconds": 10.1,
+  "wall_seconds": 61.5
+}

p5-mae-15m-d131/exports/step_00040000/lora_1ep_s1.json

@@ -0,0 +1,260 @@
+{
+  "meta": {
+    "export": "/workspace/runs/p5-mae-15m-d131/exports/step_00040000",
+    "fingerprint": "f1b23242ec8f5601",
+    "campaign_id": "phase5",
+    "trial_id": "p5-mae-15m-d131",
+    "lora_layers_wrapped": 32,
+    "params": {
+      "trainable": 1002383,
+      "total": 15284879,
+      "fraction": 0.0655800415561026
+    },
+    "steps_per_epoch": 428,
+    "total_steps": 428,
+    "train_clips": 20550,
+    "val_clips": 18886,
+    "config": {
+      "rank": 16,
+      "alpha": 32.0,
+      "targets": [
+        "qkv",
+        "proj",
+        "fc1",
+        "fc2"
+      ],
+      "train_norms": true,
+      "epochs": 1.0,
+      "batch_size": 48,
+      "lr": 0.003,
+      "min_lr": 1e-05,
+      "warmup_frac": 0.1,
+      "betas": [
+        0.9,
+        0.95
+      ],
+      "weight_decay": 0.05,
+      "clip_norm": 4.0,
+      "mixup": 0.0,
+      "mixup_prob": 0.9,
+      "freq_mask": 0,
+      "time_mask": 0,
+      "roll_aug": false,
+      "mask_ratio": 0.0,
+      "num_classes": 527,
+      "prior_bias_init": true,
+      "num_workers": 8,
+      "seed": 1,
+      "train_probe_clips": 4096,
+      "train_eval_every": 25,
+      "val_evals": 5,
+      "eval_batch_size": 128
+    },
+    "gpu": "NVIDIA GeForce RTX 4090"
+  },
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "train_map": 0.006481850774034476,
+      "val_map": 0.0058123897699253945,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 25,
+      "epoch": 0.0584,
+      "loss": 0.0245,
+      "train_map": 0.036172089105086715,
+      "val_map": null,
+      "lr": 0.0017857142857142857,
+      "train_s": 0.6
+    },
+    {
+      "step": 50,
+      "epoch": 0.1168,
+      "loss": 0.02289,
+      "train_map": 0.05671455155182418,
+      "val_map": null,
+      "lr": 0.002996832162669313,
+      "train_s": 1.3
+    },
+    {
+      "step": 75,
+      "epoch": 0.1752,
+      "loss": 0.02189,
+      "train_map": 0.07450216201481284,
+      "val_map": null,
+      "lr": 0.0029464015850084926,
+      "train_s": 1.9
+    },
+    {
+      "step": 100,
+      "epoch": 0.2336,
+      "loss": 0.02157,
+      "train_map": 0.0791278298011145,
+      "val_map": null,
+      "lr": 0.0028365019165406584,
+      "train_s": 2.5
+    },
+    {
+      "step": 107,
+      "epoch": 0.25,
+      "loss": 0.02185,
+      "train_map": 0.09432549659358037,
+      "val_map": 0.06076292439842812,
+      "lr": 0.002795633084492174,
+      "train_s": 2.6
+    },
+    {
+      "step": 125,
+      "epoch": 0.2921,
+      "loss": 0.02063,
+      "train_map": 0.09717436261546658,
+      "val_map": null,
+      "lr": 0.0026716673782849554,
+      "train_s": 3.1
+    },
+    {
+      "step": 150,
+      "epoch": 0.3505,
+      "loss": 0.02075,
+      "train_map": 0.11098967896919323,
+      "val_map": null,
+      "lr": 0.002458698684369641,
+      "train_s": 3.7
+    },
+    {
+      "step": 175,
+      "epoch": 0.4089,
+      "loss": 0.01994,
+      "train_map": 0.12432891728428937,
+      "val_map": null,
+      "lr": 0.0022063824593754194,
+      "train_s": 4.3
+    },
+    {
+      "step": 200,
+      "epoch": 0.4673,
+      "loss": 0.02033,
+      "train_map": 0.13331043523554276,
+      "val_map": null,
+      "lr": 0.0019251287213377403,
+      "train_s": 4.8
+    },
+    {
+      "step": 214,
+      "epoch": 0.5,
+      "loss": 0.01953,
+      "train_map": 0.15225617017816095,
+      "val_map": 0.0933940169804392,
+      "lr": 0.0017592766878384548,
+      "train_s": 5.2
+    },
+    {
+      "step": 225,
+      "epoch": 0.5257,
+      "loss": 0.01958,
+      "train_map": 0.1573216292823345,
+      "val_map": null,
+      "lr": 0.0016265413870700269,
+      "train_s": 5.4
+    },
+    {
+      "step": 250,
+      "epoch": 0.5841,
+      "loss": 0.01918,
+      "train_map": 0.16743108225311285,
+      "val_map": null,
+      "lr": 0.0013229395198229876,
+      "train_s": 6.0
+    },
+    {
+      "step": 275,
+      "epoch": 0.6425,
+      "loss": 0.019,
+      "train_map": 0.1885812535062008,
+      "val_map": null,
+      "lr": 0.0010268490715591258,
+      "train_s": 6.6
+    },
+    {
+      "step": 300,
+      "epoch": 0.7009,
+      "loss": 0.01845,
+      "train_map": 0.20302789795620674,
+      "val_map": null,
+      "lr": 0.000750486089449494,
+      "train_s": 7.2
+    },
+    {
+      "step": 321,
+      "epoch": 0.75,
+      "loss": 0.01804,
+      "train_map": 0.21604634840147433,
+      "val_map": 0.1323467909024438,
+      "lr": 0.000541962785848462,
+      "train_s": 7.7
+    },
+    {
+      "step": 325,
+      "epoch": 0.7593,
+      "loss": 0.0183,
+      "train_map": 0.21663562419066168,
+      "val_map": null,
+      "lr": 0.0005052527083673369,
+      "train_s": 7.8
+    },
+    {
+      "step": 350,
+      "epoch": 0.8178,
+      "loss": 0.01762,
+      "train_map": 0.23043413541811664,
+      "val_map": null,
+      "lr": 0.00030126672363088163,
+      "train_s": 8.4
+    },
+    {
+      "step": 375,
+      "epoch": 0.8762,
+      "loss": 0.01781,
+      "train_map": 0.23213497322384954,
+      "val_map": null,
+      "lr": 0.00014694415279957929,
+      "train_s": 9.0
+    },
+    {
+      "step": 400,
+      "epoch": 0.9346,
+      "loss": 0.0176,
+      "train_map": 0.23502737978575805,
+      "val_map": null,
+      "lr": 4.865200911511649e-05,
+      "train_s": 9.6
+    },
+    {
+      "step": 425,
+      "epoch": 0.993,
+      "loss": 0.01759,
+      "train_map": 0.23581013416931515,
+      "val_map": null,
+      "lr": 1.0445612398966596e-05,
+      "train_s": 10.2
+    },
+    {
+      "step": 428,
+      "epoch": 1.0,
+      "loss": 0.01735,
+      "train_map": 0.23562746514271118,
+      "val_map": 0.14515814030864602,
+      "lr": 1e-05,
+      "train_s": 10.2
+    }
+  ],
+  "final_train_map": 0.23562746514271118,
+  "final_val_map": 0.14515814030864602,
+  "lora/map": 0.14515814030864602,
+  "train_seconds": 10.2,
+  "wall_seconds": 61.7
+}

p5-mae-15m-d131/exports/step_00040000/lora_1ep_s2.json

@@ -0,0 +1,260 @@
+{
+  "meta": {
+    "export": "/workspace/runs/p5-mae-15m-d131/exports/step_00040000",
+    "fingerprint": "f1b23242ec8f5601",
+    "campaign_id": "phase5",
+    "trial_id": "p5-mae-15m-d131",
+    "lora_layers_wrapped": 32,
+    "params": {
+      "trainable": 1002383,
+      "total": 15284879,
+      "fraction": 0.0655800415561026
+    },
+    "steps_per_epoch": 428,
+    "total_steps": 428,
+    "train_clips": 20550,
+    "val_clips": 18886,
+    "config": {
+      "rank": 16,
+      "alpha": 32.0,
+      "targets": [
+        "qkv",
+        "proj",
+        "fc1",
+        "fc2"
+      ],
+      "train_norms": true,
+      "epochs": 1.0,
+      "batch_size": 48,
+      "lr": 0.003,
+      "min_lr": 1e-05,
+      "warmup_frac": 0.1,
+      "betas": [
+        0.9,
+        0.95
+      ],
+      "weight_decay": 0.05,
+      "clip_norm": 4.0,
+      "mixup": 0.0,
+      "mixup_prob": 0.9,
+      "freq_mask": 0,
+      "time_mask": 0,
+      "roll_aug": false,
+      "mask_ratio": 0.0,
+      "num_classes": 527,
+      "prior_bias_init": true,
+      "num_workers": 8,
+      "seed": 2,
+      "train_probe_clips": 4096,
+      "train_eval_every": 25,
+      "val_evals": 5,
+      "eval_batch_size": 128
+    },
+    "gpu": "NVIDIA GeForce RTX 4090"
+  },
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "train_map": 0.006204049494510704,
+      "val_map": 0.005416988269240371,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 25,
+      "epoch": 0.0584,
+      "loss": 0.02408,
+      "train_map": 0.03605000394068666,
+      "val_map": null,
+      "lr": 0.0017857142857142857,
+      "train_s": 0.7
+    },
+    {
+      "step": 50,
+      "epoch": 0.1168,
+      "loss": 0.02318,
+      "train_map": 0.05449432550895909,
+      "val_map": null,
+      "lr": 0.002996832162669313,
+      "train_s": 1.3
+    },
+    {
+      "step": 75,
+      "epoch": 0.1752,
+      "loss": 0.02206,
+      "train_map": 0.06592995083190155,
+      "val_map": null,
+      "lr": 0.0029464015850084926,
+      "train_s": 1.9
+    },
+    {
+      "step": 100,
+      "epoch": 0.2336,
+      "loss": 0.0211,
+      "train_map": 0.08851913837901541,
+      "val_map": null,
+      "lr": 0.0028365019165406584,
+      "train_s": 2.5
+    },
+    {
+      "step": 107,
+      "epoch": 0.25,
+      "loss": 0.02151,
+      "train_map": 0.09253515394522051,
+      "val_map": 0.05851254311780776,
+      "lr": 0.002795633084492174,
+      "train_s": 2.6
+    },
+    {
+      "step": 125,
+      "epoch": 0.2921,
+      "loss": 0.02138,
+      "train_map": 0.09272094685725683,
+      "val_map": null,
+      "lr": 0.0026716673782849554,
+      "train_s": 3.1
+    },
+    {
+      "step": 150,
+      "epoch": 0.3505,
+      "loss": 0.02106,
+      "train_map": 0.11467579004409559,
+      "val_map": null,
+      "lr": 0.002458698684369641,
+      "train_s": 3.7
+    },
+    {
+      "step": 175,
+      "epoch": 0.4089,
+      "loss": 0.02052,
+      "train_map": 0.1255666836919493,
+      "val_map": null,
+      "lr": 0.0022063824593754194,
+      "train_s": 4.3
+    },
+    {
+      "step": 200,
+      "epoch": 0.4673,
+      "loss": 0.01942,
+      "train_map": 0.13507897033580565,
+      "val_map": null,
+      "lr": 0.0019251287213377403,
+      "train_s": 4.9
+    },
+    {
+      "step": 214,
+      "epoch": 0.5,
+      "loss": 0.01901,
+      "train_map": 0.14833897147840153,
+      "val_map": 0.09166979949490169,
+      "lr": 0.0017592766878384548,
+      "train_s": 5.2
+    },
+    {
+      "step": 225,
+      "epoch": 0.5257,
+      "loss": 0.01909,
+      "train_map": 0.15982337880780675,
+      "val_map": null,
+      "lr": 0.0016265413870700269,
+      "train_s": 5.5
+    },
+    {
+      "step": 250,
+      "epoch": 0.5841,
+      "loss": 0.01881,
+      "train_map": 0.1765116685223845,
+      "val_map": null,
+      "lr": 0.0013229395198229876,
+      "train_s": 6.1
+    },
+    {
+      "step": 275,
+      "epoch": 0.6425,
+      "loss": 0.01899,
+      "train_map": 0.18822113390962472,
+      "val_map": null,
+      "lr": 0.0010268490715591258,
+      "train_s": 6.6
+    },
+    {
+      "step": 300,
+      "epoch": 0.7009,
+      "loss": 0.01844,
+      "train_map": 0.19934520773957193,
+      "val_map": null,
+      "lr": 0.000750486089449494,
+      "train_s": 7.2
+    },
+    {
+      "step": 321,
+      "epoch": 0.75,
+      "loss": 0.01809,
+      "train_map": 0.21047947148790677,
+      "val_map": 0.13123024838395148,
+      "lr": 0.000541962785848462,
+      "train_s": 7.7
+    },
+    {
+      "step": 325,
+      "epoch": 0.7593,
+      "loss": 0.01785,
+      "train_map": 0.2120579554720568,
+      "val_map": null,
+      "lr": 0.0005052527083673369,
+      "train_s": 7.8
+    },
+    {
+      "step": 350,
+      "epoch": 0.8178,
+      "loss": 0.01795,
+      "train_map": 0.22381515664523874,
+      "val_map": null,
+      "lr": 0.00030126672363088163,
+      "train_s": 8.4
+    },
+    {
+      "step": 375,
+      "epoch": 0.8762,
+      "loss": 0.01801,
+      "train_map": 0.23167820093866995,
+      "val_map": null,
+      "lr": 0.00014694415279957929,
+      "train_s": 8.9
+    },
+    {
+      "step": 400,
+      "epoch": 0.9346,
+      "loss": 0.01766,
+      "train_map": 0.23196428618349657,
+      "val_map": null,
+      "lr": 4.865200911511649e-05,
+      "train_s": 9.5
+    },
+    {
+      "step": 425,
+      "epoch": 0.993,
+      "loss": 0.01773,
+      "train_map": 0.2339012164399876,
+      "val_map": null,
+      "lr": 1.0445612398966596e-05,
+      "train_s": 10.1
+    },
+    {
+      "step": 428,
+      "epoch": 1.0,
+      "loss": 0.01801,
+      "train_map": 0.23370954823597162,
+      "val_map": 0.1438193091975995,
+      "lr": 1e-05,
+      "train_s": 10.1
+    }
+  ],
+  "final_train_map": 0.23370954823597162,
+  "final_val_map": 0.1438193091975995,
+  "lora/map": 0.1438193091975995,
+  "train_seconds": 10.1,
+  "wall_seconds": 61.2
+}