Upload folder using huggingface_hub

p5-mae-15m-d184/exports/step_00010000/fsd50k_lora_1ep_s0.json

@@ -0,0 +1,284 @@
+{
+  "export": "/workspace/runs/p5-mae-15m-d184/exports/step_00010000",
+  "fingerprint": "6e78e338bc91b92c",
+  "campaign_id": "phase5",
+  "trial_id": "p5-mae-15m-d184",
+  "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": 0.3207026802934706,
+  "lora/map": 0.3207026802934706,
+  "fsd50k/map": 0.3207026802934706,
+  "train_seconds": 24.14,
+  "total_seconds": 33.24,
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "val_map": 0.022398578668944538,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 989,
+      "epoch": 1.0,
+      "loss": 0.026674426482166932,
+      "val_map": 0.3207026802934706,
+      "lr": 0.0,
+      "train_s": 24.13566001073923
+    }
+  ],
+  "per_class_ap": [
+    0.23883111774921417,
+    0.1053079217672348,
+    0.46141403913497925,
+    0.3413373827934265,
+    0.38732728362083435,
+    0.5690352916717529,
+    0.8067739009857178,
+    0.47447285056114197,
+    0.581921398639679,
+    0.5046351552009583,
+    0.15871722996234894,
+    0.32460281252861023,
+    0.1785169243812561,
+    0.4092182517051697,
+    0.46196573972702026,
+    0.42497166991233826,
+    0.03122231364250183,
+    0.18160223960876465,
+    0.35877275466918945,
+    0.154700368642807,
+    0.4128465950489044,
+    0.38918671011924744,
+    0.6944564580917358,
+    0.06072630360722542,
+    0.144805908203125,
+    0.301313191652298,
+    0.32525891065597534,
+    0.24605917930603027,
+    0.5466063618659973,
+    0.3172474503517151,
+    0.6126889586448669,
+    0.3003524839878082,
+    0.24825678765773773,
+    0.15091866254806519,
+    0.2075328379869461,
+    0.1972806602716446,
+    0.3709265887737274,
+    0.16824102401733398,
+    0.22204779088497162,
+    0.18122677505016327,
+    0.3493664562702179,
+    0.12665005028247833,
+    0.522209882736206,
+    0.17420794069766998,
+    0.42809489369392395,
+    0.056198928505182266,
+    0.1781938523054123,
+    0.17896762490272522,
+    0.7547382116317749,
+    0.3625463843345642,
+    0.32306063175201416,
+    0.4818631708621979,
+    0.5324534773826599,
+    0.1364477276802063,
+    0.08572457730770111,
+    0.022762328386306763,
+    0.2131602019071579,
+    0.6339079141616821,
+    0.10892898589372635,
+    0.4335609972476959,
+    0.4562699794769287,
+    0.572437047958374,
+    0.3766896426677704,
+    0.13567040860652924,
+    0.4325527846813202,
+    0.11093967407941818,
+    0.16451390087604523,
+    0.6301392316818237,
+    0.5564165711402893,
+    0.4921114444732666,
+    0.43053823709487915,
+    0.20288598537445068,
+    0.6461769938468933,
+    0.13309919834136963,
+    0.21578657627105713,
+    0.2340063601732254,
+    0.3502836525440216,
+    0.3441801965236664,
+    0.25903457403182983,
+    0.3684941232204437,
+    0.16584648191928864,
+    0.18090635538101196,
+    0.25035619735717773,
+    0.2652801275253296,
+    0.17893816530704498,
+    0.16769708693027496,
+    0.3356710374355316,
+    0.5221555233001709,
+    0.1750391125679016,
+    0.09394052624702454,
+    0.6873407959938049,
+    0.10989436507225037,
+    0.4675379693508148,
+    0.19453655183315277,
+    0.22172963619232178,
+    0.24599957466125488,
+    0.28537827730178833,
+    0.0951625406742096,
+    0.3102805018424988,
+    0.06980904191732407,
+    0.5353369116783142,
+    0.6650187969207764,
+    0.14525988698005676,
+    0.33159923553466797,
+    0.18490523099899292,
+    0.26386621594429016,
+    0.5964891314506531,
+    0.347867876291275,
+    0.46716803312301636,
+    0.13160671293735504,
+    0.17381112277507782,
+    0.2682371735572815,
+    0.5291959047317505,
+    0.035430122166872025,
+    0.11050181835889816,
+    0.2537022829055786,
+    0.6199878454208374,
+    0.2552182078361511,
+    0.43643635511398315,
+    0.19393706321716309,
+    0.8366813659667969,
+    0.8438781499862671,
+    0.25008425116539,
+    0.06905112415552139,
+    0.14439010620117188,
+    0.7277629375457764,
+    0.19025713205337524,
+    0.6712251305580139,
+    0.25918352603912354,
+    0.11030592024326324,
+    0.08629478514194489,
+    0.5604103803634644,
+    0.30995044112205505,
+    0.3735256493091583,
+    0.5825873613357544,
+    0.03410053998231888,
+    0.05141652002930641,
+    0.04268161952495575,
+    0.36189842224121094,
+    0.47839295864105225,
+    0.166276216506958,
+    0.2651642858982086,
+    0.13886231184005737,
+    0.22335757315158844,
+    0.5203771591186523,
+    0.47647783160209656,
+    0.046758998185396194,
+    0.44316625595092773,
+    0.17767921090126038,
+    0.2717014253139496,
+    0.43895119428634644,
+    0.42795529961586,
+    0.17296762764453888,
+    0.21915355324745178,
+    0.35608115792274475,
+    0.2209443747997284,
+    0.4984592795372009,
+    0.5063820481300354,
+    0.4184158146381378,
+    0.04807903245091438,
+    0.3377222418785095,
+    0.10884588211774826,
+    0.5669583678245544,
+    0.2781740128993988,
+    0.2558700740337372,
+    0.4648605287075043,
+    0.373458594083786,
+    0.0750763788819313,
+    0.2757425606250763,
+    0.30168384313583374,
+    0.09615089744329453,
+    0.7659679651260376,
+    0.7738074660301208,
+    0.03374304994940758,
+    0.35617467761039734,
+    0.6808199286460876,
+    0.13271644711494446,
+    0.2605322301387787,
+    0.18511857092380524,
+    0.24360285699367523,
+    0.038862861692905426,
+    0.3804287314414978,
+    0.08441441506147385,
+    0.4862610399723053,
+    0.5789259672164917,
+    0.38245463371276855,
+    0.25559377670288086,
+    0.6318470239639282,
+    0.5247098207473755,
+    0.2810724079608917,
+    0.2515592575073242,
+    0.33475035429000854,
+    0.5144029855728149,
+    0.08339853584766388,
+    0.139757439494133,
+    0.37370264530181885,
+    0.09485430270433426,
+    0.26300951838493347,
+    0.12467999756336212,
+    0.6898618936538696
+  ]
+}

p5-mae-15m-d184/exports/step_00010000/fsd50k_lora_1ep_s1.json

@@ -0,0 +1,284 @@
+{
+  "export": "/workspace/runs/p5-mae-15m-d184/exports/step_00010000",
+  "fingerprint": "6e78e338bc91b92c",
+  "campaign_id": "phase5",
+  "trial_id": "p5-mae-15m-d184",
+  "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": 0.3174110577162355,
+  "lora/map": 0.3174110577162355,
+  "fsd50k/map": 0.3174110577162355,
+  "train_seconds": 24.47,
+  "total_seconds": 33.31,
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "val_map": 0.02232635231805034,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 989,
+      "epoch": 1.0,
+      "loss": 0.026607567733695856,
+      "val_map": 0.3174110577162355,
+      "lr": 0.0,
+      "train_s": 24.466945004067384
+    }
+  ],
+  "per_class_ap": [
+    0.27703583240509033,
+    0.10729610174894333,
+    0.4359401762485504,
+    0.34483635425567627,
+    0.377685010433197,
+    0.5813155770301819,
+    0.7897581458091736,
+    0.5012236833572388,
+    0.5900458097457886,
+    0.5036894679069519,
+    0.12917208671569824,
+    0.31214743852615356,
+    0.15349918603897095,
+    0.3173828721046448,
+    0.46731510758399963,
+    0.4245222508907318,
+    0.02260914444923401,
+    0.20798330008983612,
+    0.3684423565864563,
+    0.13364167511463165,
+    0.32051464915275574,
+    0.38495537638664246,
+    0.7086536288261414,
+    0.08015210926532745,
+    0.15295056998729706,
+    0.3198734223842621,
+    0.2663951814174652,
+    0.24919870495796204,
+    0.4919778108596802,
+    0.3015528917312622,
+    0.6149026155471802,
+    0.3812215030193329,
+    0.3360370099544525,
+    0.16966356337070465,
+    0.20687660574913025,
+    0.18906234204769135,
+    0.38803040981292725,
+    0.19437667727470398,
+    0.209369495511055,
+    0.2300618290901184,
+    0.43628838658332825,
+    0.15320360660552979,
+    0.4958411157131195,
+    0.15875031054019928,
+    0.39090779423713684,
+    0.07692553102970123,
+    0.14555737376213074,
+    0.2081310898065567,
+    0.7414960861206055,
+    0.39663755893707275,
+    0.35640937089920044,
+    0.4540073275566101,
+    0.445563942193985,
+    0.12349060922861099,
+    0.08904339373111725,
+    0.02922656759619713,
+    0.21544118225574493,
+    0.6134193539619446,
+    0.11046268790960312,
+    0.4552133083343506,
+    0.4375151991844177,
+    0.575825035572052,
+    0.4041377305984497,
+    0.16968169808387756,
+    0.48468637466430664,
+    0.08529967069625854,
+    0.16173473000526428,
+    0.6043104529380798,
+    0.5066866278648376,
+    0.4999452531337738,
+    0.4414265751838684,
+    0.16158661246299744,
+    0.6468961238861084,
+    0.1507597714662552,
+    0.21912141144275665,
+    0.23614855110645294,
+    0.3667786717414856,
+    0.22732672095298767,
+    0.20871448516845703,
+    0.3370695114135742,
+    0.1797865927219391,
+    0.1554785966873169,
+    0.2501678168773651,
+    0.18746571242809296,
+    0.16322040557861328,
+    0.1900913268327713,
+    0.3042152523994446,
+    0.34957653284072876,
+    0.18746116757392883,
+    0.07711824029684067,
+    0.6760707497596741,
+    0.04070134088397026,
+    0.4642084538936615,
+    0.17603003978729248,
+    0.24147628247737885,
+    0.2815152406692505,
+    0.3185652494430542,
+    0.10806477069854736,
+    0.30004140734672546,
+    0.061491258442401886,
+    0.5215376615524292,
+    0.6660643815994263,
+    0.158251091837883,
+    0.3425053060054779,
+    0.17957784235477448,
+    0.20961201190948486,
+    0.6154346466064453,
+    0.3832705616950989,
+    0.46047279238700867,
+    0.1208343505859375,
+    0.1783118098974228,
+    0.2802400588989258,
+    0.5087040066719055,
+    0.04742754250764847,
+    0.12192505598068237,
+    0.25791382789611816,
+    0.6007327437400818,
+    0.30144262313842773,
+    0.4261988699436188,
+    0.19931116700172424,
+    0.842974841594696,
+    0.8505227565765381,
+    0.20897231996059418,
+    0.07277190685272217,
+    0.2260430008172989,
+    0.7181503772735596,
+    0.17423094809055328,
+    0.6581453680992126,
+    0.2892068028450012,
+    0.08382974565029144,
+    0.07381773740053177,
+    0.5363175868988037,
+    0.36705848574638367,
+    0.3791499435901642,
+    0.4952360987663269,
+    0.03024984709918499,
+    0.04191821441054344,
+    0.03974144533276558,
+    0.4209666848182678,
+    0.5048620700836182,
+    0.12046117335557938,
+    0.2684682607650757,
+    0.15960565209388733,
+    0.24839307367801666,
+    0.5375584959983826,
+    0.49902966618537903,
+    0.041695039719343185,
+    0.41433271765708923,
+    0.1837853193283081,
+    0.23728425800800323,
+    0.44145092368125916,
+    0.4286029040813446,
+    0.21485109627246857,
+    0.1487775444984436,
+    0.4218389391899109,
+    0.2602429687976837,
+    0.4592198431491852,
+    0.5863088965415955,
+    0.41665181517601013,
+    0.06315842270851135,
+    0.29494279623031616,
+    0.11766266077756882,
+    0.5670400261878967,
+    0.23526275157928467,
+    0.2082958221435547,
+    0.24782006442546844,
+    0.3947882354259491,
+    0.05921761319041252,
+    0.23651345074176788,
+    0.3239356279373169,
+    0.09475654363632202,
+    0.7643100023269653,
+    0.7867417931556702,
+    0.048809461295604706,
+    0.44318389892578125,
+    0.6531622409820557,
+    0.1641547530889511,
+    0.28410524129867554,
+    0.18745169043540955,
+    0.27206677198410034,
+    0.036928243935108185,
+    0.3255496323108673,
+    0.1276300847530365,
+    0.47829002141952515,
+    0.5647434592247009,
+    0.3338510990142822,
+    0.21378594636917114,
+    0.6135143637657166,
+    0.5250145792961121,
+    0.22824814915657043,
+    0.2822837829589844,
+    0.31424981355667114,
+    0.5238866209983826,
+    0.1097421646118164,
+    0.15187592804431915,
+    0.3603241443634033,
+    0.11649539321660995,
+    0.23552893102169037,
+    0.1398511528968811,
+    0.6947628259658813
+  ]
+}

p5-mae-15m-d184/exports/step_00010000/fsd50k_lora_1ep_s2.json

@@ -0,0 +1,284 @@
+{
+  "export": "/workspace/runs/p5-mae-15m-d184/exports/step_00010000",
+  "fingerprint": "6e78e338bc91b92c",
+  "campaign_id": "phase5",
+  "trial_id": "p5-mae-15m-d184",
+  "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": 0.32055398154538123,
+  "lora/map": 0.32055398154538123,
+  "fsd50k/map": 0.32055398154538123,
+  "train_seconds": 24.43,
+  "total_seconds": 33.58,
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "val_map": 0.021256254677427932,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 989,
+      "epoch": 1.0,
+      "loss": 0.026833715166299874,
+      "val_map": 0.32055398154538123,
+      "lr": 0.0,
+      "train_s": 24.433035830617882
+    }
+  ],
+  "per_class_ap": [
+    0.2367505431175232,
+    0.13882791996002197,
+    0.4708268344402313,
+    0.33320245146751404,
+    0.38463446497917175,
+    0.5739150643348694,
+    0.8081386685371399,
+    0.5356941819190979,
+    0.5836111903190613,
+    0.48150894045829773,
+    0.16043446958065033,
+    0.34537532925605774,
+    0.13990046083927155,
+    0.4458763599395752,
+    0.46115627884864807,
+    0.4319009780883789,
+    0.032413043081760406,
+    0.12031957507133484,
+    0.40005379915237427,
+    0.1748134344816208,
+    0.4206814467906952,
+    0.37638840079307556,
+    0.6249178051948547,
+    0.08524943143129349,
+    0.17403876781463623,
+    0.33051797747612,
+    0.3081482946872711,
+    0.26308438181877136,
+    0.4659237563610077,
+    0.26649951934814453,
+    0.6070059537887573,
+    0.35232779383659363,
+    0.3068128228187561,
+    0.19910189509391785,
+    0.2541746497154236,
+    0.215434730052948,
+    0.3784863352775574,
+    0.1437942385673523,
+    0.19867661595344543,
+    0.20504364371299744,
+    0.3491371273994446,
+    0.11921592056751251,
+    0.5040812492370605,
+    0.17123837769031525,
+    0.4634719789028168,
+    0.12194506078958511,
+    0.16988329589366913,
+    0.17062930762767792,
+    0.7264108657836914,
+    0.4161924421787262,
+    0.29052960872650146,
+    0.4710206687450409,
+    0.5107491612434387,
+    0.15633828938007355,
+    0.13836003839969635,
+    0.015217007137835026,
+    0.1640036702156067,
+    0.6206193566322327,
+    0.09502364695072174,
+    0.4674839377403259,
+    0.4644981324672699,
+    0.5749467611312866,
+    0.36635762453079224,
+    0.1442919373512268,
+    0.36704689264297485,
+    0.1005019024014473,
+    0.1799071878194809,
+    0.5799772143363953,
+    0.5229228734970093,
+    0.4868358075618744,
+    0.4465315639972687,
+    0.18744409084320068,
+    0.6487451791763306,
+    0.1266947239637375,
+    0.2517116963863373,
+    0.22775782644748688,
+    0.4235124886035919,
+    0.3614553213119507,
+    0.22445470094680786,
+    0.35591351985931396,
+    0.21157675981521606,
+    0.12708307802677155,
+    0.2840694487094879,
+    0.23349404335021973,
+    0.1594163477420807,
+    0.16031424701213837,
+    0.34034329652786255,
+    0.5952618718147278,
+    0.1677870750427246,
+    0.06551554799079895,
+    0.6877063512802124,
+    0.12488412111997604,
+    0.4902130663394928,
+    0.1467389315366745,
+    0.2863849997520447,
+    0.2615354657173157,
+    0.27312809228897095,
+    0.09962131828069687,
+    0.36416277289390564,
+    0.07255682349205017,
+    0.522268533706665,
+    0.6663118004798889,
+    0.1757315844297409,
+    0.346651166677475,
+    0.19513922929763794,
+    0.19727873802185059,
+    0.5715935826301575,
+    0.3994264602661133,
+    0.4807307720184326,
+    0.11982836574316025,
+    0.1761542409658432,
+    0.30233269929885864,
+    0.5258723497390747,
+    0.030562633648514748,
+    0.11941985785961151,
+    0.26153677701950073,
+    0.5477465987205505,
+    0.37548914551734924,
+    0.450175404548645,
+    0.2093583047389984,
+    0.8324010372161865,
+    0.8393171429634094,
+    0.25203418731689453,
+    0.0557275153696537,
+    0.21516196429729462,
+    0.7128691077232361,
+    0.17881523072719574,
+    0.6669253706932068,
+    0.3073553740978241,
+    0.09938546270132065,
+    0.07803468406200409,
+    0.5140988230705261,
+    0.3491687476634979,
+    0.40893229842185974,
+    0.542059063911438,
+    0.05188759043812752,
+    0.043577637523412704,
+    0.036964595317840576,
+    0.4030058681964874,
+    0.4808060824871063,
+    0.13507050275802612,
+    0.2313450425863266,
+    0.09555582702159882,
+    0.21836087107658386,
+    0.5481123924255371,
+    0.48974889516830444,
+    0.027419671416282654,
+    0.42486023902893066,
+    0.14074592292308807,
+    0.21935100853443146,
+    0.4380488693714142,
+    0.4150804579257965,
+    0.20398396253585815,
+    0.19099172949790955,
+    0.3208904266357422,
+    0.2030763477087021,
+    0.47151994705200195,
+    0.5231319665908813,
+    0.43154215812683105,
+    0.06770031154155731,
+    0.3187057077884674,
+    0.1477876901626587,
+    0.5837032198905945,
+    0.239478200674057,
+    0.2519803047180176,
+    0.27485325932502747,
+    0.3614126145839691,
+    0.06492433696985245,
+    0.2292071282863617,
+    0.3399524688720703,
+    0.092514269053936,
+    0.7849725484848022,
+    0.794849693775177,
+    0.044877730309963226,
+    0.3638657331466675,
+    0.6569200158119202,
+    0.13377916812896729,
+    0.24159422516822815,
+    0.18538053333759308,
+    0.2823401093482971,
+    0.04309288412332535,
+    0.42364972829818726,
+    0.06418798118829727,
+    0.501133918762207,
+    0.5708631277084351,
+    0.2894937992095947,
+    0.1959528625011444,
+    0.6242727637290955,
+    0.49891871213912964,
+    0.2711031436920166,
+    0.2795414328575134,
+    0.32574206590652466,
+    0.5174360871315002,
+    0.13130851089954376,
+    0.1750461310148239,
+    0.3306863009929657,
+    0.10876230895519257,
+    0.2846042811870575,
+    0.11052510142326355,
+    0.6621890664100647
+  ]
+}

p5-mae-15m-d184/exports/step_00010000/lora_1ep_s2.json

@@ -0,0 +1,260 @@
+{
+  "meta": {
+    "export": "/workspace/runs/p5-mae-15m-d184/exports/step_00010000",
+    "fingerprint": "6e78e338bc91b92c",
+    "campaign_id": "phase5",
+    "trial_id": "p5-mae-15m-d184",
+    "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": 0.006691512371748297,
+      "val_map": 0.005498368963042532,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 25,
+      "epoch": 0.0584,
+      "loss": 0.02434,
+      "train_map": 0.02987938202408176,
+      "val_map": null,
+      "lr": 0.0017857142857142857,
+      "train_s": 0.7
+    },
+    {
+      "step": 50,
+      "epoch": 0.1168,
+      "loss": 0.02366,
+      "train_map": 0.043884464693997954,
+      "val_map": null,
+      "lr": 0.002996832162669313,
+      "train_s": 1.3
+    },
+    {
+      "step": 75,
+      "epoch": 0.1752,
+      "loss": 0.02247,
+      "train_map": 0.04922015190138208,
+      "val_map": null,
+      "lr": 0.0029464015850084926,
+      "train_s": 1.9
+    },
+    {
+      "step": 100,
+      "epoch": 0.2336,
+      "loss": 0.02182,
+      "train_map": 0.0656844391969105,
+      "val_map": null,
+      "lr": 0.0028365019165406584,
+      "train_s": 2.5
+    },
+    {
+      "step": 107,
+      "epoch": 0.25,
+      "loss": 0.02218,
+      "train_map": 0.07122099422407911,
+      "val_map": 0.04247611308023263,
+      "lr": 0.002795633084492174,
+      "train_s": 2.6
+    },
+    {
+      "step": 125,
+      "epoch": 0.2921,
+      "loss": 0.02182,
+      "train_map": 0.07625849457215553,
+      "val_map": null,
+      "lr": 0.0026716673782849554,
+      "train_s": 3.1
+    },
+    {
+      "step": 150,
+      "epoch": 0.3505,
+      "loss": 0.0215,
+      "train_map": 0.09076986344799795,
+      "val_map": null,
+      "lr": 0.002458698684369641,
+      "train_s": 3.7
+    },
+    {
+      "step": 175,
+      "epoch": 0.4089,
+      "loss": 0.02127,
+      "train_map": 0.095744973212477,
+      "val_map": null,
+      "lr": 0.0022063824593754194,
+      "train_s": 4.3
+    },
+    {
+      "step": 200,
+      "epoch": 0.4673,
+      "loss": 0.02026,
+      "train_map": 0.10019992641261664,
+      "val_map": null,
+      "lr": 0.0019251287213377403,
+      "train_s": 4.9
+    },
+    {
+      "step": 214,
+      "epoch": 0.5,
+      "loss": 0.01974,
+      "train_map": 0.11687180087053388,
+      "val_map": 0.07061482058834476,
+      "lr": 0.0017592766878384548,
+      "train_s": 5.2
+    },
+    {
+      "step": 225,
+      "epoch": 0.5257,
+      "loss": 0.01991,
+      "train_map": 0.11647782058665349,
+      "val_map": null,
+      "lr": 0.0016265413870700269,
+      "train_s": 5.5
+    },
+    {
+      "step": 250,
+      "epoch": 0.5841,
+      "loss": 0.01976,
+      "train_map": 0.12240602774722271,
+      "val_map": null,
+      "lr": 0.0013229395198229876,
+      "train_s": 6.0
+    },
+    {
+      "step": 275,
+      "epoch": 0.6425,
+      "loss": 0.01999,
+      "train_map": 0.1393527612103365,
+      "val_map": null,
+      "lr": 0.0010268490715591258,
+      "train_s": 6.6
+    },
+    {
+      "step": 300,
+      "epoch": 0.7009,
+      "loss": 0.01943,
+      "train_map": 0.15107205419746392,
+      "val_map": null,
+      "lr": 0.000750486089449494,
+      "train_s": 7.2
+    },
+    {
+      "step": 321,
+      "epoch": 0.75,
+      "loss": 0.01923,
+      "train_map": 0.1578142020190435,
+      "val_map": 0.09559775958194679,
+      "lr": 0.000541962785848462,
+      "train_s": 7.7
+    },
+    {
+      "step": 325,
+      "epoch": 0.7593,
+      "loss": 0.01897,
+      "train_map": 0.1574958994502177,
+      "val_map": null,
+      "lr": 0.0005052527083673369,
+      "train_s": 7.8
+    },
+    {
+      "step": 350,
+      "epoch": 0.8178,
+      "loss": 0.01897,
+      "train_map": 0.1714884812424076,
+      "val_map": null,
+      "lr": 0.00030126672363088163,
+      "train_s": 8.4
+    },
+    {
+      "step": 375,
+      "epoch": 0.8762,
+      "loss": 0.01895,
+      "train_map": 0.17584927698360506,
+      "val_map": null,
+      "lr": 0.00014694415279957929,
+      "train_s": 9.0
+    },
+    {
+      "step": 400,
+      "epoch": 0.9346,
+      "loss": 0.01859,
+      "train_map": 0.1802710700546881,
+      "val_map": null,
+      "lr": 4.865200911511649e-05,
+      "train_s": 9.5
+    },
+    {
+      "step": 425,
+      "epoch": 0.993,
+      "loss": 0.01879,
+      "train_map": 0.1816721177947985,
+      "val_map": null,
+      "lr": 1.0445612398966596e-05,
+      "train_s": 10.1
+    },
+    {
+      "step": 428,
+      "epoch": 1.0,
+      "loss": 0.01912,
+      "train_map": 0.1820201637626288,
+      "val_map": 0.10505238646178364,
+      "lr": 1e-05,
+      "train_s": 10.1
+    }
+  ],
+  "final_train_map": 0.1820201637626288,
+  "final_val_map": 0.10505238646178364,
+  "lora/map": 0.10505238646178364,
+  "train_seconds": 10.1,
+  "wall_seconds": 59.7
+}