Upload results/results_cross_session_mobilenet_distill.txt with huggingface_hub
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results/results_cross_session_mobilenet_distill.txt
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Device: cuda:0
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Model: mobilenet, Weights: ./weights/mobilenet_distill_best.pth
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Parameters: 2,273,281
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================================================================================
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CROSS-SESSION EVALUATION -- MOBILENET
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================================================================================
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Model trained on: Session 1 (Jul28) + Session 2 train (Jul28_2)
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================================================================================
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Session N Median P90 P99 Mean
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--------------------------------------------------------------------------------
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Loading ./data/dataset_fov_test_jacobs_July28_2.mat
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Loading ./data/dataset_non_fov_test_jacobs_July28_2.mat
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Session 2 test (in-distribution) 4260 0.707m 1.612m 4.003m 0.896m
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Loading ./data/dataset_jacobs_Aug16_1.mat
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Session 3 (Aug16_1, furniture) 11201 1.118m 3.228m 9.849m 1.664m
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Loading ./data/dataset_jacobs_Aug16_3.mat
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Session 4 (Aug16_3, diff furniture) 8754 1.204m 3.342m 11.199m 1.726m
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Loading ./data/dataset_jacobs_Aug16_4_ref.mat
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Session 5 (Aug16_4_ref, reflector) 5486 1.442m 3.711m 10.938m 1.961m
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================================================================================
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Degradation vs in-distribution (Session 2 test):
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Session Median delta P90 delta
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----------------------------------------------------------------------
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Session 3 (Aug16_1, furniture) +0.411m +1.616m
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Session 4 (Aug16_3, diff furniture) +0.497m +1.730m
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Session 5 (Aug16_4_ref, reflector) +0.735m +2.098m
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Results saved to cross_session_mobilenet.txt
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