Batch TL Summary

Experiments

dataset	run group	tag	activation	optimizer	custom optimizer	lr	epochs	batch	use smote	weight decay	accuracy	macro f1	weighted f1	test loss	best val acc	classes	samples	imbalance ratio
Dataset(500)	user_reference_adam_100e_b128	user_reference_adam_100e_b128	relu	adam	None	0.001	100	128	True	nan	0.9690	0.9675	0.9690	0.1821	0.9786	26	13979	1.9350
Dataset(500)	high_lr_fast	high_lr_fast	relu	adam	None	0.002	70	256	True	nan	0.9671	0.9653	0.9671	0.1893	0.9790	26	13979	1.9350
Dataset(500)	balanced_long	balanced_long	relu	adam	None	0.001	170	256	True	nan	0.9642	0.9630	0.9641	0.1653	0.9777	26	13979	1.9350
Dataset(500)	swish_deep	swish_deep	swish	adam	None	0.0008	140	256	True	nan	0.9638	0.9623	0.9636	0.1825	0.9786	26	13979	1.9350
Dataset(500)	deep_3layers_768_384_192	deep_3layers_768_384_192	relu	adam	None	0.0009	130	256	True	nan	0.9628	0.9617	0.9626	0.1719	0.9768	26	13979	1.9350
Dataset(500)	big_batch_512	big_batch_512	relu	adam	None	0.0011	100	512	True	nan	0.9623	0.9610	0.9622	0.1852	0.9746	26	13979	1.9350
Dataset(500)	narrow_many_4layers	narrow_many_4layers	relu	adam	None	0.0008	160	256	True	nan	0.9623	0.9608	0.9623	0.1689	0.9764	26	13979	1.9350
Dataset(500)	baseline_large_batch	baseline_large_batch	relu	adam	None	0.0012	90	256	True	nan	0.9623	0.9607	0.9622	0.1925	0.9773	26	13979	1.9350
Dataset(500)	elu_3layers	elu_3layers	elu	adam	None	0.001	120	256	True	nan	0.9618	0.9603	0.9617	0.1945	0.9759	26	13979	1.9350
Dataset(500)	rmsprop_mid	rmsprop_mid	relu	rmsprop	None	0.001	120	256	True	nan	0.9614	0.9601	0.9612	0.1709	0.9768	26	13979	1.9350
Dataset(500)	lightweight_small	lightweight_small	relu	adam	None	0.001	90	256	True	nan	0.9599	0.9585	0.9599	0.1850	0.9738	26	13979	1.9350
Dataset(500)	wide_fast_b512	wide_fast_b512	relu	adam	None	0.0014	80	512	True	nan	0.9580	0.9569	0.9578	0.1833	0.9738	26	13979	1.9350
Dataset(500)	sgd_nesterov_long	sgd_nesterov_long	relu	sgd	None	0.02	200	256	True	nan	0.9537	0.9524	0.9534	0.2033	0.9733	26	13979	1.9350
Dataset(500)	swish_low_lr	swish_low_lr	swish	adam	None	0.0005	130	256	True	nan	0.9542	0.9520	0.9541	0.2425	0.9738	26	13979	1.9350
Dataset(500)	no_reduce_lr	no_reduce_lr	relu	adam	None	0.001	100	256	True	nan	0.9537	0.9517	0.9534	0.2030	0.9746	26	13979	1.9350
Dataset(500)	no_smote_adam	no_smote_adam	relu	adam	None	0.001	110	256	False	nan	0.9533	0.9512	0.9532	0.2091	0.9630	26	13979	1.9350
Dataset(500)	strong_dropout	strong_dropout	relu	adam	None	0.001	130	256	True	nan	0.9523	0.9510	0.9518	0.2083	0.9733	26	13979	1.9350
Dataset(500)	adamw_swish_bigbatch	adamw_swish_bigbatch	swish	adam	adamw	0.0008	120	512	True	0.0001	0.9485	0.9468	0.9480	0.2097	0.9729	26	13979	1.9350
Dataset(500)	sgd_conservative	sgd_conservative	relu	sgd	None	0.008	180	256	False	nan	0.9456	0.9429	0.9451	0.2430	0.9467	26	13979	1.9350
Dataset(500)	rmsprop_bigbatch	rmsprop_bigbatch	relu	rmsprop	None	0.0009	100	512	False	nan	0.9433	0.9404	0.9427	0.2520	0.9450	26	13979	1.9350

Hyperparameter

dataset	run group	tag	activation	optimizer	lr	epochs	batch	use smote	accuracy	macro f1	weighted f1	test loss	best val acc	classes	samples	imbalance ratio	param count	train seconds
Dataset(500)	grid_base_ref_i033	grid_base_ref_i033	relu	adam	0.001	80	128	True	0.9680	0.9662	0.9680	0.1873	0.9786	26	13979	1.9350	190615	50.56263875961304
Dataset(500)	grid_base_ref_i035	grid_base_ref_i035	relu	adam	0.001	80	128	True	0.9676	0.9661	0.9676	0.1809	0.9799	26	13979	1.9350	190615	60.639281272888184
Dataset(500)	grid_base_ref_i027	grid_base_ref_i027	relu	adam	0.001	80	128	True	0.9661	0.9649	0.9661	0.1936	0.9786	26	13979	1.9350	132089	46.495094537734985
Dataset(500)	grid_base_ref_i029	grid_base_ref_i029	relu	adam	0.001	80	128	True	0.9657	0.9643	0.9656	0.1760	0.9773	26	13979	1.9350	132089	43.104026317596436
Dataset(500)	grid_base_ref_i021	grid_base_ref_i021	relu	adam	0.001	80	128	True	0.9647	0.9630	0.9648	0.1888	0.9777	26	13979	1.9350	160026	57.64572191238403
Dataset(500)	grid_base_ref_i013	grid_base_ref_i013	relu	adam	0.001	80	256	True	0.9647	0.9627	0.9648	0.1969	0.9768	26	13979	1.9350	190615	45.64448881149292
Dataset(500)	grid_base_ref_i019	grid_base_ref_i019	relu	adam	0.001	80	128	True	0.9642	0.9627	0.9642	0.1853	0.9781	26	13979	1.9350	160026	45.31738257408142
Dataset(500)	grid_base_ref_i001	grid_base_ref_i001	relu	adam	0.001	80	256	True	0.9642	0.9626	0.9641	0.1873	0.9773	26	13979	1.9350	160026	48.81198453903198
Dataset(500)	grid_base_ref_i009	grid_base_ref_i009	relu	adam	0.001	80	256	True	0.9638	0.9624	0.9636	0.1889	0.9764	26	13979	1.9350	132089	43.239985704422
Dataset(500)	grid_base_ref_i023	grid_base_ref_i023	relu	adam	0.001	80	128	True	0.9638	0.9620	0.9638	0.1797	0.9777	26	13979	1.9350	160026	45.92570352554321

Semua Run

Dataset(500)/adamw_swish_bigbatch/2025-10-12_12-06-52

Acc 0.9485MacroF1 0.9468WeightedF1 0.9480Best Val 0.9729TestLoss 0.2097

Dataset: Dataset(500) · Group: adamw_swish_bigbatch · Time: 2025-10-12_12-06-52

README: ada

Config

{
  "tag": "adamw_swish_bigbatch",
  "layers": "[640, 320, 160]",
  "dropouts": "[0.12, 0.2, 0.2]",
  "input_dropout": 0.05,
  "activation": "swish",
  "optimizer": "adam",
  "custom_optimizer": "adamw",
  "weight_decay": 0.0001,
  "lr": 0.0008,
  "epochs": 120,
  "batch": 512,
  "use_smote": true,
  "early_stop_patience": 16,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\adamw_swish_bigbatch\2025-10-12_12-06-52\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\adamw_swish_bigbatch\2025-10-12_12-06-52\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\adamw_swish_bigbatch\2025-10-12_12-06-52\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\adamw_swish_bigbatch\2025-10-12_12-06-52\artifacts\label_map.json

Dataset(500)/balanced_long/2025-10-12_12-05-22

Acc 0.9642MacroF1 0.9630WeightedF1 0.9641Best Val 0.9777TestLoss 0.1653

Dataset: Dataset(500) · Group: balanced_long · Time: 2025-10-12_12-05-22

README: ada

Config

{
  "tag": "balanced_long",
  "layers": "[896, 448, 224]",
  "dropouts": "[0.12, 0.2, 0.2]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 170,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 22,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 8
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\balanced_long\2025-10-12_12-05-22\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\balanced_long\2025-10-12_12-05-22\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\balanced_long\2025-10-12_12-05-22\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\balanced_long\2025-10-12_12-05-22\artifacts\label_map.json

Dataset(500)/baseline_large_batch/2025-10-12_11-47-33

Acc 0.9623MacroF1 0.9607WeightedF1 0.9622Best Val 0.9773TestLoss 0.1925

Dataset: Dataset(500) · Group: baseline_large_batch · Time: 2025-10-12_11-47-33

README: ada

Config

{
  "tag": "baseline_large_batch",
  "layers": "[512, 256]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.0012,
  "epochs": 90,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 5
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\baseline_large_batch\2025-10-12_11-47-33\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\baseline_large_batch\2025-10-12_11-47-33\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\baseline_large_batch\2025-10-12_11-47-33\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\baseline_large_batch\2025-10-12_11-47-33\artifacts\label_map.json

Dataset(500)/big_batch_512/2025-10-12_11-56-53

Acc 0.9623MacroF1 0.9610WeightedF1 0.9622Best Val 0.9746TestLoss 0.1852

Dataset: Dataset(500) · Group: big_batch_512 · Time: 2025-10-12_11-56-53

README: ada

Config

{
  "tag": "big_batch_512",
  "layers": "[1024, 512]",
  "dropouts": "[0.12, 0.25]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.0011,
  "epochs": 100,
  "batch": 512,
  "use_smote": true,
  "early_stop_patience": 14,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\big_batch_512\2025-10-12_11-56-53\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\big_batch_512\2025-10-12_11-56-53\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\big_batch_512\2025-10-12_11-56-53\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\big_batch_512\2025-10-12_11-56-53\artifacts\label_map.json

Dataset(500)/deep_3layers_768_384_192/2025-10-12_11-48-12

Acc 0.9628MacroF1 0.9617WeightedF1 0.9626Best Val 0.9768TestLoss 0.1719

Dataset: Dataset(500) · Group: deep_3layers_768_384_192 · Time: 2025-10-12_11-48-12

README: ada

Config

{
  "tag": "deep_3layers_768_384_192",
  "layers": "[768, 384, 192]",
  "dropouts": "[0.15, 0.2, 0.2]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.0009,
  "epochs": 130,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 16,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\deep_3layers_768_384_192\2025-10-12_11-48-12\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\deep_3layers_768_384_192\2025-10-12_11-48-12\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\deep_3layers_768_384_192\2025-10-12_11-48-12\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\deep_3layers_768_384_192\2025-10-12_11-48-12\artifacts\label_map.json

Dataset(500)/elu_3layers/2025-10-12_11-51-07

Acc 0.9618MacroF1 0.9603WeightedF1 0.9617Best Val 0.9759TestLoss 0.1945

Dataset: Dataset(500) · Group: elu_3layers · Time: 2025-10-12_11-51-07

README: ada

Config

{
  "tag": "elu_3layers",
  "layers": "[512, 256, 128]",
  "dropouts": "[0.1, 0.2, 0.2]",
  "input_dropout": 0.0,
  "activation": "elu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 120,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 14,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\elu_3layers\2025-10-12_11-51-07\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\elu_3layers\2025-10-12_11-51-07\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\elu_3layers\2025-10-12_11-51-07\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\elu_3layers\2025-10-12_11-51-07\artifacts\label_map.json

Dataset(500)/high_lr_fast/2025-10-12_11-57-51

Acc 0.9671MacroF1 0.9653WeightedF1 0.9671Best Val 0.9790TestLoss 0.1893

Dataset: Dataset(500) · Group: high_lr_fast · Time: 2025-10-12_11-57-51

README: ada

Config

{
  "tag": "high_lr_fast",
  "layers": "[512, 256]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.002,
  "epochs": 70,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 8,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 4
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\high_lr_fast\2025-10-12_11-57-51\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\high_lr_fast\2025-10-12_11-57-51\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\high_lr_fast\2025-10-12_11-57-51\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\high_lr_fast\2025-10-12_11-57-51\artifacts\label_map.json

Dataset(500)/lightweight_small/2025-10-12_11-58-24

Acc 0.9599MacroF1 0.9585WeightedF1 0.9599Best Val 0.9738TestLoss 0.1850

Dataset: Dataset(500) · Group: lightweight_small · Time: 2025-10-12_11-58-24

README: ada

Config

{
  "tag": "lightweight_small",
  "layers": "[256, 128]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 90,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\lightweight_small\2025-10-12_11-58-24\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\lightweight_small\2025-10-12_11-58-24\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\lightweight_small\2025-10-12_11-58-24\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\lightweight_small\2025-10-12_11-58-24\artifacts\label_map.json

Dataset(500)/narrow_many_4layers/2025-10-12_11-49-50

Acc 0.9623MacroF1 0.9608WeightedF1 0.9623Best Val 0.9764TestLoss 0.1689

Dataset: Dataset(500) · Group: narrow_many_4layers · Time: 2025-10-12_11-49-50

README: ada

Config

{
  "tag": "narrow_many_4layers",
  "layers": "[384, 256, 192, 128]",
  "dropouts": "[0.1, 0.15, 0.2, 0.2]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.0008,
  "epochs": 160,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 20,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 8
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\narrow_many_4layers\2025-10-12_11-49-50\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\narrow_many_4layers\2025-10-12_11-49-50\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\narrow_many_4layers\2025-10-12_11-49-50\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\narrow_many_4layers\2025-10-12_11-49-50\artifacts\label_map.json

Dataset(500)/no_reduce_lr/2025-10-12_12-04-42

Acc 0.9537MacroF1 0.9517WeightedF1 0.9534Best Val 0.9746TestLoss 0.2030

Dataset: Dataset(500) · Group: no_reduce_lr · Time: 2025-10-12_12-04-42

README: ada

Config

{
  "tag": "no_reduce_lr",
  "layers": "[512, 256]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 100,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": false
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\no_reduce_lr\2025-10-12_12-04-42\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\no_reduce_lr\2025-10-12_12-04-42\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\no_reduce_lr\2025-10-12_12-04-42\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\no_reduce_lr\2025-10-12_12-04-42\artifacts\label_map.json

Dataset(500)/no_smote_adam/2025-10-12_11-56-22

Acc 0.9533MacroF1 0.9512WeightedF1 0.9532Best Val 0.9630TestLoss 0.2091

Dataset: Dataset(500) · Group: no_smote_adam · Time: 2025-10-12_11-56-22

README: ada

Config

{
  "tag": "no_smote_adam",
  "layers": "[512, 256]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 110,
  "batch": 256,
  "use_smote": false,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\no_smote_adam\2025-10-12_11-56-22\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\no_smote_adam\2025-10-12_11-56-22\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\no_smote_adam\2025-10-12_11-56-22\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\no_smote_adam\2025-10-12_11-56-22\artifacts\label_map.json

Dataset(500)/rmsprop_bigbatch/2025-10-12_12-02-15

Acc 0.9433MacroF1 0.9404WeightedF1 0.9427Best Val 0.9450TestLoss 0.2520

Dataset: Dataset(500) · Group: rmsprop_bigbatch · Time: 2025-10-12_12-02-15

README: ada

Config

{
  "tag": "rmsprop_bigbatch",
  "layers": "[768, 384]",
  "dropouts": "[0.12, 0.22]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "rmsprop",
  "lr": 0.0009,
  "epochs": 100,
  "batch": 512,
  "use_smote": false,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 5
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\rmsprop_bigbatch\2025-10-12_12-02-15\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\rmsprop_bigbatch\2025-10-12_12-02-15\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\rmsprop_bigbatch\2025-10-12_12-02-15\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\rmsprop_bigbatch\2025-10-12_12-02-15\artifacts\label_map.json

Dataset(500)/rmsprop_mid/2025-10-12_11-53-31

Acc 0.9614MacroF1 0.9601WeightedF1 0.9612Best Val 0.9768TestLoss 0.1709

Dataset: Dataset(500) · Group: rmsprop_mid · Time: 2025-10-12_11-53-31

README: ada

Config

{
  "tag": "rmsprop_mid",
  "layers": "[640, 320, 160]",
  "dropouts": "[0.1, 0.2, 0.25]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "rmsprop",
  "lr": 0.001,
  "epochs": 120,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 14,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\rmsprop_mid\2025-10-12_11-53-31\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\rmsprop_mid\2025-10-12_11-53-31\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\rmsprop_mid\2025-10-12_11-53-31\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\rmsprop_mid\2025-10-12_11-53-31\artifacts\label_map.json

Dataset(500)/sgd_conservative/2025-10-12_12-03-01

Acc 0.9456MacroF1 0.9429WeightedF1 0.9451Best Val 0.9467TestLoss 0.2430

Dataset: Dataset(500) · Group: sgd_conservative · Time: 2025-10-12_12-03-01

README: ada

Config

{
  "tag": "sgd_conservative",
  "layers": "[640, 320, 160]",
  "dropouts": "[0.12, 0.2, 0.25]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "sgd",
  "lr": 0.008,
  "epochs": 180,
  "batch": 256,
  "use_smote": false,
  "early_stop_patience": 20,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 8,
  "rlr_min_lr": 5e-05
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\sgd_conservative\2025-10-12_12-03-01\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\sgd_conservative\2025-10-12_12-03-01\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\sgd_conservative\2025-10-12_12-03-01\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\sgd_conservative\2025-10-12_12-03-01\artifacts\label_map.json

Dataset(500)/sgd_nesterov_long/2025-10-12_11-54-25

Acc 0.9537MacroF1 0.9524WeightedF1 0.9534Best Val 0.9733TestLoss 0.2033

Dataset: Dataset(500) · Group: sgd_nesterov_long · Time: 2025-10-12_11-54-25

README: ada

Config

{
  "tag": "sgd_nesterov_long",
  "layers": "[1024, 512]",
  "dropouts": "[0.15, 0.25]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "sgd",
  "lr": 0.02,
  "epochs": 200,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 24,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 8,
  "rlr_min_lr": 0.0001
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\sgd_nesterov_long\2025-10-12_11-54-25\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\sgd_nesterov_long\2025-10-12_11-54-25\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\sgd_nesterov_long\2025-10-12_11-54-25\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\sgd_nesterov_long\2025-10-12_11-54-25\artifacts\label_map.json

Dataset(500)/strong_dropout/2025-10-12_11-59-03

Acc 0.9523MacroF1 0.9510WeightedF1 0.9518Best Val 0.9733TestLoss 0.2083

Dataset: Dataset(500) · Group: strong_dropout · Time: 2025-10-12_11-59-03

README: ada

Config

{
  "tag": "strong_dropout",
  "layers": "[512, 256]",
  "dropouts": "[0.2, 0.3]",
  "input_dropout": 0.1,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 130,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 16,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\strong_dropout\2025-10-12_11-59-03\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\strong_dropout\2025-10-12_11-59-03\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\strong_dropout\2025-10-12_11-59-03\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\strong_dropout\2025-10-12_11-59-03\artifacts\label_map.json

Dataset(500)/swish_deep/2025-10-12_12-00-28

Acc 0.9638MacroF1 0.9623WeightedF1 0.9636Best Val 0.9786TestLoss 0.1825

Dataset: Dataset(500) · Group: swish_deep · Time: 2025-10-12_12-00-28

README: ada

Config

{
  "tag": "swish_deep",
  "layers": "[768, 384, 192]",
  "dropouts": "[0.12, 0.2, 0.2]",
  "input_dropout": 0.05,
  "activation": "swish",
  "optimizer": "adam",
  "lr": 0.0008,
  "epochs": 140,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 18,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 7
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\swish_deep\2025-10-12_12-00-28\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\swish_deep\2025-10-12_12-00-28\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\swish_deep\2025-10-12_12-00-28\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\swish_deep\2025-10-12_12-00-28\artifacts\label_map.json

Dataset(500)/swish_low_lr/2025-10-12_11-52-15

Acc 0.9542MacroF1 0.9520WeightedF1 0.9541Best Val 0.9738TestLoss 0.2425

Dataset: Dataset(500) · Group: swish_low_lr · Time: 2025-10-12_11-52-15

README: ada

Config

{
  "tag": "swish_low_lr",
  "layers": "[512, 256]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "swish",
  "optimizer": "adam",
  "lr": 0.0005,
  "epochs": 130,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 16,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\swish_low_lr\2025-10-12_11-52-15\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\swish_low_lr\2025-10-12_11-52-15\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\swish_low_lr\2025-10-12_11-52-15\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\swish_low_lr\2025-10-12_11-52-15\artifacts\label_map.json

Dataset(500)/user_reference_adam_100e_b128/2025-10-12_11-46-17

Acc 0.9690MacroF1 0.9675WeightedF1 0.9690Best Val 0.9786TestLoss 0.1821

Dataset: Dataset(500) · Group: user_reference_adam_100e_b128 · Time: 2025-10-12_11-46-17

README: ada

Config

{
  "tag": "user_reference_adam_100e_b128",
  "layers": "[512, 256]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 100,
  "batch": 128,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\user_reference_adam_100e_b128\2025-10-12_11-46-17\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\user_reference_adam_100e_b128\2025-10-12_11-46-17\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\user_reference_adam_100e_b128\2025-10-12_11-46-17\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\user_reference_adam_100e_b128\2025-10-12_11-46-17\artifacts\label_map.json

Dataset(500)/wide_fast_b512/2025-10-12_11-49-10

Acc 0.9580MacroF1 0.9569WeightedF1 0.9578Best Val 0.9738TestLoss 0.1833

Dataset: Dataset(500) · Group: wide_fast_b512 · Time: 2025-10-12_11-49-10

README: ada

Config

{
  "tag": "wide_fast_b512",
  "layers": "[768, 384]",
  "dropouts": "[0.12, 0.22]",
  "input_dropout": 0.05,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.0014,
  "epochs": 80,
  "batch": 512,
  "use_smote": true,
  "early_stop_patience": 10,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 4
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\wide_fast_b512\2025-10-12_11-49-10\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\wide_fast_b512\2025-10-12_11-49-10\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\wide_fast_b512\2025-10-12_11-49-10\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Eksperiment\Dataset(500)\runs\wide_fast_b512\2025-10-12_11-49-10\artifacts\label_map.json

Dataset(500)/grid_base_ref_i001/2025-10-13_17-57-20

Acc 0.9642MacroF1 0.9626WeightedF1 0.9641Best Val 0.9773TestLoss 0.1873

Dataset: Dataset(500) · Group: grid_base_ref_i001 · Time: 2025-10-13_17-57-20

README: ada

Config

{
  "tag": "grid_base_ref_i001",
  "layers": "[512, 256]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i001\2025-10-13_17-57-20\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i001\2025-10-13_17-57-20\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i001\2025-10-13_17-57-20\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i001\2025-10-13_17-57-20\artifacts\label_map.json

Dataset(500)/grid_base_ref_i009/2025-10-13_18-05-50

Acc 0.9638MacroF1 0.9624WeightedF1 0.9636Best Val 0.9764TestLoss 0.1889

Dataset: Dataset(500) · Group: grid_base_ref_i009 · Time: 2025-10-13_18-05-50

README: ada

Config

{
  "tag": "grid_base_ref_i009",
  "layers": "[461, 230]",
  "dropouts": "[0.05, 0.15000000000000002]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i009\2025-10-13_18-05-50\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i009\2025-10-13_18-05-50\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i009\2025-10-13_18-05-50\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i009\2025-10-13_18-05-50\artifacts\label_map.json

Dataset(500)/grid_base_ref_i013/2025-10-13_18-09-40

Acc 0.9647MacroF1 0.9627WeightedF1 0.9648Best Val 0.9768TestLoss 0.1969

Dataset: Dataset(500) · Group: grid_base_ref_i013 · Time: 2025-10-13_18-09-40

README: ada

Config

{
  "tag": "grid_base_ref_i013",
  "layers": "[563, 282]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 256,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i013\2025-10-13_18-09-40\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i013\2025-10-13_18-09-40\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i013\2025-10-13_18-09-40\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i013\2025-10-13_18-09-40\artifacts\label_map.json

Dataset(500)/grid_base_ref_i019/2025-10-13_18-15-40

Acc 0.9642MacroF1 0.9627WeightedF1 0.9642Best Val 0.9781TestLoss 0.1853

Dataset: Dataset(500) · Group: grid_base_ref_i019 · Time: 2025-10-13_18-15-40

README: ada

Config

{
  "tag": "grid_base_ref_i019",
  "layers": "[512, 256]",
  "dropouts": "[0.1, 0.2]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 128,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i019\2025-10-13_18-15-40\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i019\2025-10-13_18-15-40\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i019\2025-10-13_18-15-40\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i019\2025-10-13_18-15-40\artifacts\label_map.json

Dataset(500)/grid_base_ref_i021/2025-10-13_18-17-49

Acc 0.9647MacroF1 0.9630WeightedF1 0.9648Best Val 0.9777TestLoss 0.1888

Dataset: Dataset(500) · Group: grid_base_ref_i021 · Time: 2025-10-13_18-17-49

README: ada

Config

{
  "tag": "grid_base_ref_i021",
  "layers": "[512, 256]",
  "dropouts": "[0.05, 0.15000000000000002]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 128,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i021\2025-10-13_18-17-49\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i021\2025-10-13_18-17-49\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i021\2025-10-13_18-17-49\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i021\2025-10-13_18-17-49\artifacts\label_map.json

Dataset(500)/grid_base_ref_i023/2025-10-13_18-20-06

Acc 0.9638MacroF1 0.9620WeightedF1 0.9638Best Val 0.9777TestLoss 0.1797

Dataset: Dataset(500) · Group: grid_base_ref_i023 · Time: 2025-10-13_18-20-06

README: ada

Config

{
  "tag": "grid_base_ref_i023",
  "layers": "[512, 256]",
  "dropouts": "[0.15000000000000002, 0.25]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 128,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i023\2025-10-13_18-20-06\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i023\2025-10-13_18-20-06\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i023\2025-10-13_18-20-06\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i023\2025-10-13_18-20-06\artifacts\label_map.json

Dataset(500)/grid_base_ref_i027/2025-10-13_18-24-10

Acc 0.9661MacroF1 0.9649WeightedF1 0.9661Best Val 0.9786TestLoss 0.1936

Dataset: Dataset(500) · Group: grid_base_ref_i027 · Time: 2025-10-13_18-24-10

README: ada

Config

{
  "tag": "grid_base_ref_i027",
  "layers": "[461, 230]",
  "dropouts": "[0.05, 0.15000000000000002]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 128,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i027\2025-10-13_18-24-10\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i027\2025-10-13_18-24-10\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i027\2025-10-13_18-24-10\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i027\2025-10-13_18-24-10\artifacts\label_map.json

Dataset(500)/grid_base_ref_i029/2025-10-13_18-26-04

Acc 0.9657MacroF1 0.9643WeightedF1 0.9656Best Val 0.9773TestLoss 0.1760

Dataset: Dataset(500) · Group: grid_base_ref_i029 · Time: 2025-10-13_18-26-04

README: ada

Config

{
  "tag": "grid_base_ref_i029",
  "layers": "[461, 230]",
  "dropouts": "[0.15000000000000002, 0.25]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 128,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i029\2025-10-13_18-26-04\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i029\2025-10-13_18-26-04\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i029\2025-10-13_18-26-04\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i029\2025-10-13_18-26-04\artifacts\label_map.json

Dataset(500)/grid_base_ref_i033/2025-10-13_18-30-21

Acc 0.9680MacroF1 0.9662WeightedF1 0.9680Best Val 0.9786TestLoss 0.1873

Dataset: Dataset(500) · Group: grid_base_ref_i033 · Time: 2025-10-13_18-30-21

README: ada

Config

{
  "tag": "grid_base_ref_i033",
  "layers": "[563, 282]",
  "dropouts": "[0.05, 0.15000000000000002]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 128,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i033\2025-10-13_18-30-21\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i033\2025-10-13_18-30-21\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i033\2025-10-13_18-30-21\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i033\2025-10-13_18-30-21\artifacts\label_map.json

Dataset(500)/grid_base_ref_i035/2025-10-13_18-32-30

Acc 0.9676MacroF1 0.9661WeightedF1 0.9676Best Val 0.9799TestLoss 0.1809

Dataset: Dataset(500) · Group: grid_base_ref_i035 · Time: 2025-10-13_18-32-30

README: ada

Config

{
  "tag": "grid_base_ref_i035",
  "layers": "[563, 282]",
  "dropouts": "[0.15000000000000002, 0.25]",
  "input_dropout": 0.0,
  "activation": "relu",
  "optimizer": "adam",
  "lr": 0.001,
  "epochs": 80,
  "batch": 128,
  "use_smote": true,
  "early_stop_patience": 12,
  "reduce_lr": true,
  "rlr_factor": 0.5,
  "rlr_patience": 6,
  "rlr_min_lr": 1e-06
}

Plots

Artifacts

keypoint_classifier.keras — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30\artifacts\keypoint_classifier.keras
keypoint_classifier_float32.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30\artifacts\keypoint_classifier_float32.tflite
keypoint_classifier_int8_dynamic.tflite — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30\artifacts\keypoint_classifier_int8_dynamic.tflite
label_map.json — D:\Dhika\(KULIAH)\'Skripsi\Github\Fix_TA_Project\Fix_TA_Project\1. Workspace\1. MLP\0.Hasil_Eksperiment\Batch\Hyperparameter\Dataset(500)\runs\grid_base_ref_i035\2025-10-13_18-32-30\artifacts\label_map.json

Leaderboard — Experiments & Hyperparameter

Experiments

Hyperparameter

Semua Run

Dataset(500)/adamw_swish_bigbatch/2025-10-12_12-06-52

Plots

Artifacts

Dataset(500)/balanced_long/2025-10-12_12-05-22

Plots

Artifacts

Dataset(500)/baseline_large_batch/2025-10-12_11-47-33

Plots

Artifacts

Dataset(500)/big_batch_512/2025-10-12_11-56-53

Plots

Artifacts

Dataset(500)/deep_3layers_768_384_192/2025-10-12_11-48-12

Plots

Artifacts

Dataset(500)/elu_3layers/2025-10-12_11-51-07

Plots

Artifacts

Dataset(500)/high_lr_fast/2025-10-12_11-57-51

Plots

Artifacts

Dataset(500)/lightweight_small/2025-10-12_11-58-24

Plots

Artifacts

Dataset(500)/narrow_many_4layers/2025-10-12_11-49-50

Plots

Artifacts

Dataset(500)/no_reduce_lr/2025-10-12_12-04-42

Plots

Artifacts

Dataset(500)/no_smote_adam/2025-10-12_11-56-22

Plots

Artifacts

Dataset(500)/rmsprop_bigbatch/2025-10-12_12-02-15

Plots

Artifacts

Dataset(500)/rmsprop_mid/2025-10-12_11-53-31

Plots

Artifacts

Dataset(500)/sgd_conservative/2025-10-12_12-03-01

Plots

Artifacts

Dataset(500)/sgd_nesterov_long/2025-10-12_11-54-25

Plots

Artifacts

Dataset(500)/strong_dropout/2025-10-12_11-59-03

Plots

Artifacts

Dataset(500)/swish_deep/2025-10-12_12-00-28

Plots

Artifacts

Dataset(500)/swish_low_lr/2025-10-12_11-52-15

Plots

Artifacts

Dataset(500)/user_reference_adam_100e_b128/2025-10-12_11-46-17

Plots

Artifacts

Dataset(500)/wide_fast_b512/2025-10-12_11-49-10

Plots

Artifacts

Dataset(500)/grid_base_ref_i001/2025-10-13_17-57-20

Plots

Artifacts

Dataset(500)/grid_base_ref_i009/2025-10-13_18-05-50

Plots

Artifacts

Dataset(500)/grid_base_ref_i013/2025-10-13_18-09-40

Plots

Artifacts

Dataset(500)/grid_base_ref_i019/2025-10-13_18-15-40

Plots

Artifacts

Dataset(500)/grid_base_ref_i021/2025-10-13_18-17-49

Plots

Artifacts

Dataset(500)/grid_base_ref_i023/2025-10-13_18-20-06