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analysis/findings/hps_results_hf.json
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{
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"model_type": "hps",
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"variant": "hps",
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"desync": 0,
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"attempt": 0,
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"seed": 42,
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"epochs_configured": 300,
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"epochs_actual": 134,
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"batch_size": 64,
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"learning_rate": 0.0005,
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"patience": 50,
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"snr_init": false,
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"conv_filters": [64, 128, 256, 256, 512],
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"dropout_rate": 0.2,
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"normalization": "zscore_per_trace",
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"optimizer": "adam",
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"train_time_seconds": 11591.98,
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"total_params": 5250688,
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"max_final_rank": 129,
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"mean_final_rank": 49.75,
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"num_rank0": 2,
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"all_final_ranks": [0, 0, 2, 66, 57, 86, 27, 19, 41, 91, 129, 14, 39, 88, 109, 28],
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"per_byte_results": {
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"0": {"final_rank": 0, "min_rank": 0, "rank_at_500": 0},
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"1": {"final_rank": 0, "min_rank": 0, "rank_at_500": 0},
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"2": {"final_rank": 2, "min_rank": 1, "rank_at_500": 14},
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"3": {"final_rank": 66, "min_rank": 29, "rank_at_500": 211},
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"4": {"final_rank": 57, "min_rank": 29, "rank_at_500": 66},
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"5": {"final_rank": 86, "min_rank": 19, "rank_at_500": 194},
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"6": {"final_rank": 27, "min_rank": 0, "rank_at_500": 40},
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"7": {"final_rank": 19, "min_rank": 1, "rank_at_500": 33},
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"8": {"final_rank": 41, "min_rank": 39, "rank_at_500": 161},
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"9": {"final_rank": 91, "min_rank": 16, "rank_at_500": 61},
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"10": {"final_rank": 129, "min_rank": 29, "rank_at_500": 71},
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"11": {"final_rank": 14, "min_rank": 0, "rank_at_500": 3},
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"12": {"final_rank": 39, "min_rank": 13, "rank_at_500": 26},
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"13": {"final_rank": 88, "min_rank": 78, "rank_at_500": 194},
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"14": {"final_rank": 109, "min_rank": 98, "rank_at_500": 198},
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"15": {"final_rank": 28, "min_rank": 1, "rank_at_500": 5}
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},
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"final_train_loss": 77.436,
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"final_val_loss": 85.764
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}
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