Upload folder using huggingface_hub

p5-mae-15m-d215/exports/step_00040000/fsd50k_lora_1ep_s1.json

@@ -0,0 +1,284 @@
+{
+  "export": "/workspace/runs/p5-mae-15m-d215/exports/step_00040000",
+  "fingerprint": "814da905bf1a22a3",
+  "campaign_id": "phase5",
+  "trial_id": "p5-mae-15m-d215",
+  "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": 0.3820102136116475,
+  "lora/map": 0.3820102136116475,
+  "fsd50k/map": 0.3820102136116475,
+  "train_seconds": 27.06,
+  "total_seconds": 36.46,
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "val_map": 0.02320060186088085,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 989,
+      "epoch": 1.0,
+      "loss": 0.02349187156729722,
+      "val_map": 0.3820102136116475,
+      "lr": 0.0,
+      "train_s": 27.0646487910999
+    }
+  ],
+  "per_class_ap": [
+    0.30575814843177795,
+    0.08028119802474976,
+    0.5536935329437256,
+    0.3431985676288605,
+    0.45451030135154724,
+    0.6261956691741943,
+    0.8359732031822205,
+    0.544714629650116,
+    0.5863277912139893,
+    0.5057148933410645,
+    0.2617608904838562,
+    0.3847859501838684,
+    0.16304302215576172,
+    0.3012661933898926,
+    0.49009591341018677,
+    0.45060014724731445,
+    0.02949327789247036,
+    0.2139468938112259,
+    0.49188876152038574,
+    0.2116854041814804,
+    0.5415224432945251,
+    0.4115332365036011,
+    0.7886160016059875,
+    0.09633590281009674,
+    0.2520720958709717,
+    0.40679028630256653,
+    0.3797386586666107,
+    0.2923225462436676,
+    0.782582700252533,
+    0.32426679134368896,
+    0.6295020580291748,
+    0.5162433981895447,
+    0.43031802773475647,
+    0.16745369136333466,
+    0.3814457654953003,
+    0.2184780240058899,
+    0.39339718222618103,
+    0.23322495818138123,
+    0.31848257780075073,
+    0.2676679790019989,
+    0.5273247957229614,
+    0.15467166900634766,
+    0.566705048084259,
+    0.19607287645339966,
+    0.564173698425293,
+    0.1285523623228073,
+    0.1998004913330078,
+    0.2560962736606598,
+    0.7367850542068481,
+    0.4381338357925415,
+    0.427411824464798,
+    0.528253972530365,
+    0.5069352984428406,
+    0.20859186351299286,
+    0.12182599306106567,
+    0.039177920669317245,
+    0.2475685030221939,
+    0.7086197137832642,
+    0.12033428251743317,
+    0.527083158493042,
+    0.5968168377876282,
+    0.6219229698181152,
+    0.42855703830718994,
+    0.16505400836467743,
+    0.5480159521102905,
+    0.09370795637369156,
+    0.20481038093566895,
+    0.6657713055610657,
+    0.4647880494594574,
+    0.5334179997444153,
+    0.48009923100471497,
+    0.2048390656709671,
+    0.7086276412010193,
+    0.31831154227256775,
+    0.2604716122150421,
+    0.23100747168064117,
+    0.41052812337875366,
+    0.4031856954097748,
+    0.3285418152809143,
+    0.4144863188266754,
+    0.2064274400472641,
+    0.3206310570240021,
+    0.3241097927093506,
+    0.24497510492801666,
+    0.26169440150260925,
+    0.26122045516967773,
+    0.4252625107765198,
+    0.5661047101020813,
+    0.2431384176015854,
+    0.14955636858940125,
+    0.7480442523956299,
+    0.15041333436965942,
+    0.5475083589553833,
+    0.20571015775203705,
+    0.3486436903476715,
+    0.34358343482017517,
+    0.5642514824867249,
+    0.17259973287582397,
+    0.45776617527008057,
+    0.064759761095047,
+    0.5604072213172913,
+    0.7050378918647766,
+    0.22244326770305634,
+    0.40885037183761597,
+    0.2401173710823059,
+    0.34395697712898254,
+    0.6634426116943359,
+    0.49104970693588257,
+    0.5338595509529114,
+    0.22127649188041687,
+    0.23571494221687317,
+    0.33417969942092896,
+    0.6450285911560059,
+    0.1439737230539322,
+    0.1910514533519745,
+    0.3278502821922302,
+    0.7019565105438232,
+    0.3642338216304779,
+    0.50083988904953,
+    0.25690919160842896,
+    0.870269238948822,
+    0.8786323666572571,
+    0.37406107783317566,
+    0.06671110540628433,
+    0.19995136559009552,
+    0.7799943089485168,
+    0.3136754631996155,
+    0.7357229590415955,
+    0.3283531963825226,
+    0.09195129573345184,
+    0.14752957224845886,
+    0.8125838041305542,
+    0.43339803814888,
+    0.44912388920783997,
+    0.5928463339805603,
+    0.047464147210121155,
+    0.10101489722728729,
+    0.05102349445223808,
+    0.5516253709793091,
+    0.5451197028160095,
+    0.2178407460451126,
+    0.29015570878982544,
+    0.2346898913383484,
+    0.26057812571525574,
+    0.6376252174377441,
+    0.5483565330505371,
+    0.05752667784690857,
+    0.5558040142059326,
+    0.16869604587554932,
+    0.245046928524971,
+    0.5047957897186279,
+    0.4668850302696228,
+    0.23259784281253815,
+    0.21520781517028809,
+    0.40143734216690063,
+    0.3486722409725189,
+    0.4967329502105713,
+    0.63965904712677,
+    0.45797666907310486,
+    0.06531430780887604,
+    0.3314558267593384,
+    0.14629460871219635,
+    0.6500566601753235,
+    0.28465136885643005,
+    0.2910231649875641,
+    0.4908345937728882,
+    0.32472217082977295,
+    0.06254134327173233,
+    0.33395496010780334,
+    0.45463812351226807,
+    0.09507996588945389,
+    0.8515970706939697,
+    0.8666593432426453,
+    0.05818459764122963,
+    0.5186542868614197,
+    0.7492380142211914,
+    0.18046486377716064,
+    0.2623487710952759,
+    0.19853785634040833,
+    0.29816892743110657,
+    0.055546049028635025,
+    0.5135384202003479,
+    0.089567631483078,
+    0.5606772303581238,
+    0.6249600052833557,
+    0.40385740995407104,
+    0.2607443630695343,
+    0.6591923236846924,
+    0.6090624928474426,
+    0.3945198357105255,
+    0.4378226697444916,
+    0.4369995594024658,
+    0.5584530830383301,
+    0.1376795917749405,
+    0.32656803727149963,
+    0.4062406122684479,
+    0.137609601020813,
+    0.34543415904045105,
+    0.1456347107887268,
+    0.7795892953872681
+  ]
+}

p5-mae-15m-d215/exports/step_00040000/fsd50k_lora_1ep_s2.json

@@ -0,0 +1,284 @@
+{
+  "export": "/workspace/runs/p5-mae-15m-d215/exports/step_00040000",
+  "fingerprint": "814da905bf1a22a3",
+  "campaign_id": "phase5",
+  "trial_id": "p5-mae-15m-d215",
+  "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": 0.3758571270201355,
+  "lora/map": 0.3758571270201355,
+  "fsd50k/map": 0.3758571270201355,
+  "train_seconds": 27.18,
+  "total_seconds": 36.58,
+  "history": [
+    {
+      "step": 0,
+      "epoch": 0.0,
+      "loss": null,
+      "val_map": 0.022588333922903985,
+      "lr": 0.0,
+      "train_s": 0.0
+    },
+    {
+      "step": 989,
+      "epoch": 1.0,
+      "loss": 0.023926999951423233,
+      "val_map": 0.3758571270201355,
+      "lr": 0.0,
+      "train_s": 27.180092860362493
+    }
+  ],
+  "per_class_ap": [
+    0.2692573666572571,
+    0.1559867262840271,
+    0.5731884241104126,
+    0.40821215510368347,
+    0.4513377845287323,
+    0.6136227250099182,
+    0.8349101543426514,
+    0.5293111205101013,
+    0.6099298596382141,
+    0.4320380985736847,
+    0.30546605587005615,
+    0.368539035320282,
+    0.12271808832883835,
+    0.26951631903648376,
+    0.4866889715194702,
+    0.46375957131385803,
+    0.041140470653772354,
+    0.18557672202587128,
+    0.5266512036323547,
+    0.22270630300045013,
+    0.5089701414108276,
+    0.4062325358390808,
+    0.8187736868858337,
+    0.11213801056146622,
+    0.2850373089313507,
+    0.3916589021682739,
+    0.3462308645248413,
+    0.26808449625968933,
+    0.7710528373718262,
+    0.29592418670654297,
+    0.6315752267837524,
+    0.5512885451316833,
+    0.4355399012565613,
+    0.1790381222963333,
+    0.3259287178516388,
+    0.19709014892578125,
+    0.3845071792602539,
+    0.18760432302951813,
+    0.332966685295105,
+    0.23408332467079163,
+    0.498087078332901,
+    0.14237622916698456,
+    0.5616200566291809,
+    0.16215723752975464,
+    0.5298166275024414,
+    0.18021734058856964,
+    0.19758901000022888,
+    0.20469476282596588,
+    0.7505542635917664,
+    0.38104352355003357,
+    0.3520006537437439,
+    0.4943912923336029,
+    0.5309075713157654,
+    0.17358367145061493,
+    0.13479024171829224,
+    0.014862703159451485,
+    0.18933765590190887,
+    0.6674373149871826,
+    0.09261619299650192,
+    0.4935859441757202,
+    0.5576223134994507,
+    0.6192640066146851,
+    0.4225417673587799,
+    0.12699751555919647,
+    0.49249908328056335,
+    0.13363565504550934,
+    0.23306958377361298,
+    0.6650553941726685,
+    0.5155547857284546,
+    0.5296932458877563,
+    0.486515074968338,
+    0.1603837013244629,
+    0.6994837522506714,
+    0.3038771450519562,
+    0.2850706875324249,
+    0.2325652837753296,
+    0.45000478625297546,
+    0.39991265535354614,
+    0.24578778445720673,
+    0.3920121192932129,
+    0.3290080428123474,
+    0.2527307868003845,
+    0.23067599534988403,
+    0.2983154058456421,
+    0.2863156199455261,
+    0.20566719770431519,
+    0.41879501938819885,
+    0.6594849228858948,
+    0.25412657856941223,
+    0.14600807428359985,
+    0.7598355412483215,
+    0.08851863443851471,
+    0.5243883728981018,
+    0.17447654902935028,
+    0.3178003430366516,
+    0.33694010972976685,
+    0.4783439040184021,
+    0.13814669847488403,
+    0.42239633202552795,
+    0.08503800630569458,
+    0.5553672313690186,
+    0.7130262851715088,
+    0.19508415460586548,
+    0.39531299471855164,
+    0.26459893584251404,
+    0.26051148772239685,
+    0.6603095531463623,
+    0.49335458874702454,
+    0.5178346037864685,
+    0.2332986295223236,
+    0.2169117033481598,
+    0.33789730072021484,
+    0.6307616233825684,
+    0.09573288261890411,
+    0.1373879760503769,
+    0.31111812591552734,
+    0.710548996925354,
+    0.3816002607345581,
+    0.4976288974285126,
+    0.22624966502189636,
+    0.870122492313385,
+    0.877439022064209,
+    0.36362776160240173,
+    0.12791754305362701,
+    0.23834779858589172,
+    0.7686139941215515,
+    0.2815897464752197,
+    0.7454692125320435,
+    0.31555432081222534,
+    0.12290175259113312,
+    0.15852786600589752,
+    0.7580731511116028,
+    0.511482298374176,
+    0.4870533347129822,
+    0.6242194771766663,
+    0.05354871600866318,
+    0.1113181933760643,
+    0.042017895728349686,
+    0.6079120635986328,
+    0.5344207882881165,
+    0.20935696363449097,
+    0.2955218255519867,
+    0.22061386704444885,
+    0.27586016058921814,
+    0.5955902338027954,
+    0.5440245866775513,
+    0.040516119450330734,
+    0.587512731552124,
+    0.15775476396083832,
+    0.25977030396461487,
+    0.48878228664398193,
+    0.41963937878608704,
+    0.38195669651031494,
+    0.3131003975868225,
+    0.4185680150985718,
+    0.31336286664009094,
+    0.5453869700431824,
+    0.6015825867652893,
+    0.46957460045814514,
+    0.0596931017935276,
+    0.4135221838951111,
+    0.14782124757766724,
+    0.6513854265213013,
+    0.2890471816062927,
+    0.353880375623703,
+    0.4037117063999176,
+    0.32932528853416443,
+    0.07821167260408401,
+    0.300381600856781,
+    0.4397478997707367,
+    0.10047256946563721,
+    0.8332160711288452,
+    0.8425365686416626,
+    0.04320186749100685,
+    0.49486243724823,
+    0.7681370377540588,
+    0.2125263512134552,
+    0.26823514699935913,
+    0.2062178999185562,
+    0.2960660755634308,
+    0.03794297203421593,
+    0.4820207953453064,
+    0.09413467347621918,
+    0.5573059320449829,
+    0.6247544884681702,
+    0.30167126655578613,
+    0.2594029903411865,
+    0.6642246246337891,
+    0.5749805569648743,
+    0.4165150225162506,
+    0.4294101595878601,
+    0.3858667016029358,
+    0.5530272126197815,
+    0.11577684432268143,
+    0.23416894674301147,
+    0.3390350937843323,
+    0.11442705988883972,
+    0.3563067317008972,
+    0.12854906916618347,
+    0.7520257234573364
+  ]
+}