90 lines
2.0 KiB
JSON
90 lines
2.0 KiB
JSON
{
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"name": "dfl_sae",
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"sessions": {
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"1": {
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"timestamp": 1647369535.5817182,
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"no_logs": false,
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"loss_names": [
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"total",
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"face_a",
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"mask_a",
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"face_b",
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"mask_b"
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],
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"batchsize": 16,
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"iterations": 60,
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"config": {
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"learning_rate": 5e-05,
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"epsilon_exponent": -7,
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"allow_growth": false,
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"nan_protection": true,
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"convert_batchsize": 16,
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"eye_multiplier": 10,
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"mouth_multiplier": 20,
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"clipnorm": true
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}
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},
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"2": {
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"timestamp": 1647462019.6170704,
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"no_logs": false,
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"loss_names": [
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"total",
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"face_a",
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"mask_a",
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"face_b",
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"mask_b"
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],
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"batchsize": 8,
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"iterations": 8340,
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"config": {
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"learning_rate": 5e-05,
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"epsilon_exponent": -7,
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"allow_growth": false,
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"nan_protection": true,
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"convert_batchsize": 16,
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"eye_multiplier": 10,
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"mouth_multiplier": 20,
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"clipnorm": true
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}
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}
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},
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"lowest_avg_loss": {
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"a": 0.0803792018443346,
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"b": 0.038223030604422094
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},
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"iterations": 8400,
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"config": {
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"centering": "face",
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"coverage": 87.5,
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"optimizer": "adam",
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"learning_rate": 5e-05,
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"epsilon_exponent": -7,
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"allow_growth": false,
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"mixed_precision": false,
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"nan_protection": true,
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"convert_batchsize": 16,
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"loss_function": "ssim",
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"mask_loss_function": "mse",
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"l2_reg_term": 100,
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"eye_multiplier": 10,
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"mouth_multiplier": 20,
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"penalized_mask_loss": true,
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"mask_type": "extended",
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"mask_blur_kernel": 0,
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"mask_threshold": 4,
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"learn_mask": true,
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"input_size": 128,
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"clipnorm": true,
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"architecture": "df",
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"autoencoder_dims": 0,
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"encoder_dims": 42,
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"decoder_dims": 21,
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"multiscale_decoder": false,
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"freeze_layers": [
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"encoder_df"
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],
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"load_layers": [
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"encoder_df"
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]
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}
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} |