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Verified Commit c8d93062 authored by Parsa Rahimi's avatar Parsa Rahimi
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imgs/iter_intra_class_st.jpg 0 → 100644
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imgs/iter_intra_class_st.jpg

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imgs/iter_intra_class_syn.png

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imgs/overview.drawio.png

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imgs/syn_iter_intra_class.jpg

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paths.sh 0 → 100644
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export REALISM_BASE_PATH="."
export REALISM_DATASET_FFHQ_128_PATH="datasets/ffhq_128x128"
export REALISM_DATASET_DIGIFACE1M="datasets/digiface1m"
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report/README.md 0 → 100644
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Scripts tends to create a report from the logs which are stored in the `wandb` dashboard.
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report/model.yaml 0 → 100644
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ada_MS1MV2_8gpu_0:
- FR_BASE_PATH/experiments/MS1MV2_8gpu/20231116_162618/bnpgxwA1/last.ckpt
- ir_50
ada_casiawebface_1:
- FR_BASE_PATH/experiments/casiawebface/20240228_130642/Y0HspUYQ/last.ckpt
- ir_50
ada_casiawebface_8gpu_1:
- FR_BASE_PATH/experiments/casiawebface_8gpu/20240228_125725/BYa4iyGC/last.ckpt
- ir_50
ada_dcface_1-2M_oversample_0:
- FR_BASE_PATH/experiments/dcface_1-2M_oversample/20240227_201450/IYN7md90/last.ckpt
- ir_50
ada_dcface_1-2M_oversample_1:
- FR_BASE_PATH/experiments/dcface_1-2M_oversample/20240227_200500/KPKBE7n9/last.ckpt
- ir_50
ada_dcface_1-2M_oversample_8gpu_0:
- FR_BASE_PATH/experiments/dcface_1-2M_oversample_8gpu/20240227_200927/ac76VzB9/last.ckpt
- ir_50
ada_digiface1m_0:
- FR_BASE_PATH/experiments/digiface1m/20240220_173438/RBhudSIv/last.ckpt
- ir_50
ada_digiface1m_1:
- FR_BASE_PATH/experiments/digiface1m/20240220_112208/UAlZWDiH/last.ckpt
- ir_50
ada_digiface1m_2:
- FR_BASE_PATH/experiments/digiface1m/20231114_155352/9gxkhy63/last.ckpt
- ir_101
ada_digiface1m_3:
- FR_BASE_PATH/experiments/digiface1m/20231114_155411/AWeKH73C/last.ckpt
- ir_101
ada_digiface1m_4:
- FR_BASE_PATH/experiments/digiface1m/20231114_155351/N7IiY1yn/last.ckpt
- ir_101
ada_digiface1m_5:
- FR_BASE_PATH/experiments/digiface1m/20231114_083844/8Ci6RPma/last.ckpt
- ir_101
ada_digiface1m_6:
- FR_BASE_PATH/experiments/digiface1m/20231113_221820/B0VUviwG/last.ckpt
- faster_vit_2
ada_digiface1m_7:
- FR_BASE_PATH/experiments/digiface1m/20231113_115419/c0ciHNoi/last.ckpt
- ir_50
ada_digiface1m_8gpu_0:
- FR_BASE_PATH/experiments/digiface1m_8gpu/20240226_103240/YIUO49Uu/last.ckpt
- ir_50
ada_digiface1m_8gpu_1:
- FR_BASE_PATH/experiments/digiface1m_8gpu/20240225_231112/D2CR4BTe/last.ckpt
- ir_50
ada_digiface1m_8gpu_2:
- FR_BASE_PATH/experiments/digiface1m_8gpu/20231116_143600/i7iSwrqj/last.ckpt
- ir_50
ada_digiface1m_codeformer_0:
- FR_BASE_PATH/experiments/digiface1m_codeformer/20240227_184716/wOSnBhxA/last.ckpt
- ir_50
ada_digiface1m_codeformer_1:
- FR_BASE_PATH/experiments/digiface1m_codeformer/20240220_175955/lvHtkl9o/last.ckpt
- ir_50
ada_digiface1m_codeformer_2:
- FR_BASE_PATH/experiments/digiface1m_codeformer/20231116_233103/OA1ENs6g/last.ckpt
- ir_50
ada_digiface1m_codeformer_8gpu_0:
- FR_BASE_PATH/experiments/digiface1m_codeformer_8gpu/20231117_114504/FmbgYQVI/last.ckpt
- ir_50
ada_digiface1m_vsait17_0:
- FR_BASE_PATH/experiments/digiface1m_vsait17/20240219_125026/EjfPYfgD/last.ckpt
- ir_50
ada_digiface1m_vsait17_8gpu_0:
- FR_BASE_PATH/experiments/digiface1m_vsait17_8gpu/20240219_121955/JS3gQMy6/last.ckpt
- ir_50
ada_digiface1m_vsait17_8gpu_1:
- FR_BASE_PATH/experiments/digiface1m_vsait17_8gpu/20240219_065344/LlmfGc3H/last.ckpt
- ir_50
ada_idffface_ca-cpd25_0:
- FR_BASE_PATH/experiments/idffface_ca-cpd25/20240227_222614/OMvqAhYC/last.ckpt
- ir_50
ada_idffface_ca-cpd25_8gpu_0:
- FR_BASE_PATH/experiments/idffface_ca-cpd25_8gpu/20240227_235713/PFvl5nUn/last.ckpt
- ir_50
ada_langevin_03_30k_ict_14_kl_01_disp_n_32_0:
- FR_BASE_PATH/experiments/langevin_03_30k_ict_14_kl_01_disp_n_32/20231115_223405/q8HlBEJf/last.ckpt
- ir_50
ada_langevin_03_30k_ict_14_kl_01_disp_n_32_1:
- FR_BASE_PATH/experiments/langevin_03_30k_ict_14_kl_01_disp_n_32/20231115_082559/c9kw1Hv4/last.ckpt
- ir_50
ada_orig_transferred_langevin_03_30k_ict_14_kl_01_disp_n_32_0:
- FR_BASE_PATH/experiments/orig_transferred_langevin_03_30k_ict_14_kl_01_disp_n_32/20231119_022800/3Q6bUZO0/last.ckpt
- ir_50
ada_trans_digiface1m_0:
- FR_BASE_PATH/experiments/trans_digiface1m/20231115_153851/4aQN9cQO/last.ckpt
- ir_50
ada_trans_digiface1m_1:
- FR_BASE_PATH/experiments/trans_digiface1m/20231115_152425/JnRr3ge2/last.ckpt
- ir_50
ada_transferred_langevin_03_30k_ict_14_kl_01_disp_n_32_0:
- FR_BASE_PATH/experiments/transferred_langevin_03_30k_ict_14_kl_01_disp_n_32/20231118_151904/tOdW58JW/last.ckpt
- ir_50
report/projec.md 0 → 100644
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| | name | test_acc | agedb_30_test_acc | lfw_test_acc | cplfw_test_acc | cfp_ff_test_acc |
|---:|:--------------------------------------------------------|-----------:|--------------------:|---------------:|-----------------:|------------------:|
| 0 | casiawebface_8gpu | 0.916718 | 0.889833 | 0.987833 | 0.834833 | 0.984143 |
| 1 | casiawebface | 0.947937 | 0.9365 | 0.9925 | 0.89 | 0.992857 |
| 2 | casiawebface | 0.922115 | 0.902333 | 0.987167 | 0.8385 | 0.986286 |
| 3 | casiawebface_8gpu | 0.948016 | 0.937 | 0.993333 | 0.888833 | 0.992857 |
| 4 | idffface_ca-cpd25_8gpu | 0.84423 | 0.776667 | 0.962167 | 0.725333 | 0.956429 |
| 5 | idffface_ca-cpd25 | 0.847341 | 0.789167 | 0.965167 | 0.734667 | 0.954286 |
| 6 | dcface_1-2M_oversample | 0.895679 | 0.871167 | 0.981333 | 0.789333 | 0.977714 |
| 7 | dcface_1-2M_oversample_8gpu | 0.896373 | 0.881167 | 0.978167 | 0.796167 | 0.978714 |
| 8 | dcface_1-2M_oversample | 0.893313 | 0.8715 | 0.978833 | 0.784167 | 0.979714 |
| 9 | digiface1m_codeformer | 0.800714 | 0.671833 | 0.9325 | 0.7325 | 0.907286 |
| 10 | digiface1m_8gpu | 0.79306 | 0.707833 | 0.920667 | 0.704667 | 0.896143 |
| 11 | digiface1m_8gpu | 0.771226 | 0.662333 | 0.905 | 0.698 | 0.877857 |
| 12 | digiface1m_codeformer | 0.801738 | 0.686833 | 0.933167 | 0.726 | 0.907571 |
| 13 | digiface1m | 0.775948 | 0.6595 | 0.910833 | 0.708667 | 0.882143 |
| 14 | digiface1m | 0.785206 | 0.7 | 0.915 | 0.699667 | 0.888714 |
| 15 | digiface1m_vsait17 | 0.800139 | 0.708167 | 0.927667 | 0.72 | 0.900286 |
| 16 | digiface1m_vsait17_8gpu | 0.803131 | 0.6935 | 0.930833 | 0.736333 | 0.904429 |
| 17 | digiface1m_vsait17_8gpu | 0.80627 | 0.723333 | 0.9275 | 0.731 | 0.902857 |
| 18 | orig_transferred_langevin_03_30k_ict_14_kl_01_disp_n_32 | 0.623687 | 0.536 | 0.730667 | 0.558667 | 0.725714 |
| 19 | transferred_langevin_03_30k_ict_14_kl_01_disp_n_32 | 0.625052 | 0.538667 | 0.730833 | 0.551833 | 0.729 |
| 20 | digiface1m_codeformer_8gpu | 0.805722 | 0.708833 | 0.930833 | 0.739167 | 0.901286 |
| 21 | digiface1m_codeformer | 0.80777 | 0.740167 | 0.926167 | 0.723167 | 0.904 |
| 22 | MS1MV2_8gpu | 0.951187 | 0.940333 | 0.993667 | 0.897667 | 0.993714 |
| 23 | digiface1m_8gpu | 0.784837 | 0.670667 | 0.912833 | 0.711667 | 0.899571 |
| 24 | langevin_03_30k_ict_14_kl_01_disp_n_32 | 0.692115 | 0.619833 | 0.831167 | 0.590167 | 0.822286 |
| 25 | langevin_03_30k_ict_14_kl_01_disp_n_32 | 0.705278 | 0.612 | 0.842167 | 0.5995 | 0.844571 |
| 26 | trans_digiface1m | 0.706675 | 0.5805 | 0.8525 | 0.646167 | 0.824286 |
| 27 | trans_digiface1m | 0.663758 | 0.539167 | 0.809167 | 0.609333 | 0.772857 |
| 28 | digiface1m | 0.713758 | 0.607167 | 0.848667 | 0.637167 | 0.826429 |
| 29 | digiface1m | 0.718865 | 0.594667 | 0.857667 | 0.641167 | 0.839571 |
| 30 | digiface1m | 0.716016 | 0.623 | 0.842167 | 0.6475 | 0.836857 |
| 31 | digiface1m | nan | nan | nan | nan | nan |
| 32 | digiface1m | nan | nan | nan | nan | nan |
| 33 | digiface1m | 0.797532 | 0.701833 | 0.91 | 0.724 | 0.901143 |
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,name,test_acc,agedb_30_test_acc,lfw_test_acc,cplfw_test_acc,cfp_ff_test_acc
0,casiawebface_8gpu,0.916718253968254,0.8898333333333335,0.9878333333333332,0.8348333333333332,0.9841428571428572
1,casiawebface,0.947936507936508,0.9365,0.9925,0.89,0.9928571428571428
2,casiawebface,0.9221150793650796,0.9023333333333332,0.9871666666666666,0.8385,0.9862857142857144
3,casiawebface_8gpu,0.9480158730158728,0.9370000000000002,0.9933333333333332,0.8888333333333334,0.9928571428571428
4,idffface_ca-cpd25_8gpu,0.8442301587301586,0.7766666666666665,0.9621666666666666,0.7253333333333333,0.9564285714285716
5,idffface_ca-cpd25,0.8473412698412699,0.7891666666666667,0.9651666666666668,0.7346666666666667,0.9542857142857144
6,dcface_1-2M_oversample,0.8956785714285713,0.8711666666666666,0.9813333333333332,0.7893333333333333,0.9777142857142856
7,dcface_1-2M_oversample_8gpu,0.8963730158730157,0.8811666666666669,0.9781666666666666,0.7961666666666667,0.978714285714286
8,dcface_1-2M_oversample,0.8933134920634921,0.8715000000000002,0.9788333333333334,0.7841666666666665,0.9797142857142858
9,digiface1m_codeformer,0.8007142857142858,0.6718333333333333,0.9325,0.7325,0.9072857142857144
10,digiface1m_8gpu,0.7930595238095237,0.7078333333333334,0.9206666666666666,0.7046666666666666,0.8961428571428572
11,digiface1m_8gpu,0.7712261904761906,0.6623333333333333,0.905,0.698,0.8778571428571428
12,digiface1m_codeformer,0.8017380952380954,0.6868333333333333,0.9331666666666668,0.726,0.9075714285714286
13,digiface1m,0.7759484126984127,0.6595,0.9108333333333332,0.7086666666666667,0.8821428571428571
14,digiface1m,0.7852063492063492,0.7,0.915,0.6996666666666667,0.8887142857142856
15,digiface1m_vsait17,0.8001388888888888,0.7081666666666667,0.9276666666666664,0.72,0.9002857142857144
16,digiface1m_vsait17_8gpu,0.8031309523809523,0.6935000000000001,0.9308333333333332,0.7363333333333334,0.9044285714285716
17,digiface1m_vsait17_8gpu,0.8062698412698415,0.7233333333333335,0.9275,0.7309999999999999,0.9028571428571428
18,orig_transferred_langevin_03_30k_ict_14_kl_01_disp_n_32,0.6236865079365079,0.5360000000000001,0.7306666666666667,0.5586666666666666,0.7257142857142858
19,transferred_langevin_03_30k_ict_14_kl_01_disp_n_32,0.6250515873015873,0.5386666666666666,0.7308333333333333,0.5518333333333334,0.729
20,digiface1m_codeformer_8gpu,0.8057222222222222,0.7088333333333334,0.9308333333333332,0.7391666666666667,0.901285714285714
21,digiface1m_codeformer,0.8077698412698413,0.7401666666666666,0.9261666666666668,0.7231666666666667,0.904
22,MS1MV2_8gpu,0.951186507936508,0.9403333333333332,0.9936666666666668,0.8976666666666667,0.9937142857142858
23,digiface1m_8gpu,0.7848373015873016,0.6706666666666666,0.9128333333333334,0.7116666666666668,0.8995714285714287
24,langevin_03_30k_ict_14_kl_01_disp_n_32,0.6921150793650793,0.6198333333333333,0.8311666666666665,0.5901666666666667,0.8222857142857142
25,langevin_03_30k_ict_14_kl_01_disp_n_32,0.7052777777777778,0.612,0.8421666666666667,0.5995,0.8445714285714285
26,trans_digiface1m,0.7066746031746032,0.5805,0.8525,0.6461666666666666,0.8242857142857144
27,trans_digiface1m,0.6637579365079366,0.5391666666666668,0.8091666666666667,0.6093333333333333,0.7728571428571429
28,digiface1m,0.7137579365079366,0.6071666666666666,0.8486666666666668,0.6371666666666667,0.8264285714285714
29,digiface1m,0.7188650793650794,0.5946666666666667,0.8576666666666666,0.6411666666666667,0.8395714285714286
30,digiface1m,0.716015873015873,0.623,0.8421666666666667,0.6474999999999999,0.8368571428571429
31,digiface1m,,,,,
32,digiface1m,,,,,
33,digiface1m,0.797531746031746,0.7018333333333333,0.91,0.724,0.9011428571428572
report/result/IJBC/ada_casiawebface_0/identification_result.csv 0 → 100644
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,top1,top5,top10
identification,0.7378655642321237,0.7851273413974379,0.801102434542949
report/result/IJBC/ada_casiawebface_0/verification_auc.pdf 0 → 100644
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report/result/IJBC/ada_casiawebface_0/verification_result.csv 0 → 100644
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Methods,1e-06,1e-05,0.0001,0.001,0.01,0.1
ada_casiawebface_0-IJBC,0.08,0.24,2.47,28.07,79.21,94.77
report/result/IJBC/ada_casiawebface_1/identification_result.csv 0 → 100644
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,top1,top5,top10
identification,0.7378655642321237,0.7851273413974379,0.801102434542949
report/result/IJBC/ada_casiawebface_1/verification_auc.pdf 0 → 100644
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report/result/IJBC/ada_casiawebface_1/verification_result.csv 0 → 100644
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Methods,1e-06,1e-05,0.0001,0.001,0.01,0.1
ada_casiawebface_1-IJBC,0.08,0.24,2.47,28.07,79.21,94.77
report/result/IJBC/ada_casiawebface_8gpu_0/identification_result.csv 0 → 100644
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,top1,top5,top10
identification,0.8099831572500383,0.8403511458173838,0.8487214821619966
report/result/IJBC/ada_casiawebface_8gpu_0/verification_auc.pdf 0 → 100644
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report/result/IJBC/ada_casiawebface_8gpu_0/verification_result.csv 0 → 100644
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Methods,1e-06,1e-05,0.0001,0.001,0.01,0.1
ada_casiawebface_8gpu_0-IJBC,0.08,0.26,2.99,39.77,88.47,98.16
report/result/IJBC/ada_casiawebface_8gpu_1/identification_result.csv 0 → 100644
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,top1,top5,top10
identification,0.8099831572500383,0.8403511458173838,0.8487214821619966
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