44 lines
1.5 KiB
Python
44 lines
1.5 KiB
Python
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# Copyright (c) 2022, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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#
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# NVIDIA CORPORATION & AFFILIATES and its licensors retain all intellectual property
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# and proprietary rights in and to this software, related documentation
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# and any modifications thereto. Any use, reproduction, disclosure or
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# distribution of this software and related documentation without an express
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# license agreement from NVIDIA CORPORATION & AFFILIATES is strictly prohibited.
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import sys
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sys.path.append('.')
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from utils.eval_helper import compute_score
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# samples = sys.argv[1]
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# ref = sys.argv[2]
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samples = './lion_ckpt/unconditional/car/samples.pt'
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ref = './datasets/test_data/ref_val_car.pt'
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compute_score(samples, ref_name=ref)
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"""
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will get:
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[Test] MinMatDis | CD 0.000913 | EMD 0.007523
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[Test] Coverage | CD 0.500000 | EMD 0.565341
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[Test] 1NN-Accur | CD 0.534091 | EMD 0.511364
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[Test] JsnShnDis | 0.009229
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"""
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samples = './lion_ckpt/unconditional/chair/samples.pt'
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ref = './datasets/test_data/ref_val_chair.pt'
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compute_score(samples, ref_name=ref)
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"""
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[Test] MinMatDis | CD 0.002643 | EMD 0.015516
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[Test] Coverage | CD 0.489426 | EMD 0.521148
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[Test] 1NN-Accur | CD 0.537009 | EMD 0.523414
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[Test] JsnShnDis | 0.013535
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"""
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samples = './lion_ckpt/unconditional/chair/samples.pt'
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ref = './datasets/test_data/ref_val_chair.pt'
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compute_score(samples, ref_name=ref)
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"""
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[Test] MinMatDis | CD 0.000221 | EMD 0.003706
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[Test] Coverage | CD 0.471605 | EMD 0.496296
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[Test] 1NN-Accur | CD 0.674074 | EMD 0.612346
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[Test] JsnShnDis | 0.060703
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"""
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