def test_run_vmaf_fextractor(self):
ref_path, dis_path, asset, asset_original = set_default_576_324_videos_for_testing()
self.fextractor = VmafFeatureExtractor(
[asset, asset_original],
None, fifo_mode=True,
result_store=None
)
self.fextractor.run()
results = self.fextractor.results
self.assertAlmostEqual(results[0]['VMAF_feature_vif_score'], 0.4460930625, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_motion_score'], 4.04982535417, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_motion2_score'], 3.8953518541666665, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_adm_score'], 0.9345148541666667, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_adm2_score'], 0.9345148541666667, places=4) # at version 0.2.4b (ioannis adm fix), adm and adm2 are now identical
self.assertAlmostEqual(results[0]['VMAF_feature_ansnr_score'], 23.5095715208, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_vif_num_score'], 712650.023478, places=0)
self.assertAlmostEqual(results[0]['VMAF_feature_vif_den_score'], 1597314.95249, places=0)
self.assertAlmostEqual(results[0]['VMAF_feature_adm_num_score'], 371.80645372916666, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_adm_den_score'], 397.83378972916671, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_anpsnr_score'], 34.164776875, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_vif_scale0_score'], 0.363420489439, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_vif_scale1_score'], 0.766647542135, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_vif_scale2_score'], 0.862854666902, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_vif_scale3_score'], 0.915971778036, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_adm_scale0_score'], 0.90791933424090698, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_adm_scale1_score'], 0.8938705209242691, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_adm_scale2_score'], 0.9300123587874962, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_adm_scale3_score'], 0.9649663148179196, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_vif2_score'], 0.72722361912801026, places=4)
self.assertAlmostEqual(results[0]['VMAF_feature_adm3_score'], 0.9241841443734412, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_vif_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_motion_score'], 4.04982535417, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_motion2_score'], 3.8953518541666665, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_adm_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_adm2_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_ansnr_score'], 31.2714392708, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_vif_num_score'], 1597314.86733, places=0)
self.assertAlmostEqual(results[1]['VMAF_feature_vif_den_score'], 1597314.95249, places=0)
self.assertAlmostEqual(results[1]['VMAF_feature_adm_num_score'], 397.83378972916671, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_adm_den_score'], 397.83378972916671, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_anpsnr_score'], 41.9266444375, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_vif_scale0_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_vif_scale1_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_vif_scale2_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_vif_scale3_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_adm_scale0_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_adm_scale1_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_adm_scale2_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_adm_scale3_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_vif2_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAF_feature_adm3_score'], 1.0, places=4)
def test_run_vmaf_integer_fextractor(self):
ref_path, dis_path, asset, asset_original = set_default_576_324_videos_for_testing()
self.fextractor = VmafIntegerFeatureExtractor(
[asset, asset_original],
None, fifo_mode=False,
result_store=None
)
self.fextractor.run(parallelize=True)
results = self.fextractor.results
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_vif_score'], 0.44642331250000006, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_motion_score'], 4.04982535417, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_motion2_score'], 3.8953518541666665, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm_score'], 0.9345148541666667, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm2_score'], 0.9345148541666667, places=4) # at version 0.2.4b (ioannis adm fix), adm and adm2 are now identical
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_ansnr_score'], 23.5095715208, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_vif_num_score'], 713111.410502125, places=0)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_vif_den_score'], 1597165.5464884583, places=0)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm_num_score'], 371.8243668541666, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm_den_score'], 397.8567857291667, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_anpsnr_score'], 34.164776875, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_vif_scale0_score'], 0.3636620710647402, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_vif_scale1_score'], 0.7674952820232231, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_vif_scale2_score'], 0.8631077727416296, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_vif_scale3_score'], 0.9157200890843669, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm_scale0_score'], 0.90791933424090698, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm_scale1_score'], 0.8938705209242691, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm_scale2_score'], 0.9300123587874962, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm_scale3_score'], 0.9649663148179196, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_vif2_score'], 0.72749630372849, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[0]['VMAF_integer_feature_adm3_score'], 0.9241841443734412, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_vif_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_motion_score'], 4.04982535417, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_motion2_score'], 3.8953518541666665, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm2_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_ansnr_score'], 31.2714392708, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_vif_num_score'], 1597165.34910075, places=0)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_vif_den_score'], 1597165.5464884583, places=0)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm_num_score'], 397.8576817708333, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm_den_score'], 397.8567857291667, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_anpsnr_score'], 41.9266444375, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_vif_scale0_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_vif_scale1_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_vif_scale2_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_vif_scale3_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm_scale0_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm_scale1_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm_scale2_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm_scale3_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_vif2_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
try: self.assertAlmostEqual(results[1]['VMAF_integer_feature_adm3_score'], 1.0, places=4)
except AssertionError as e: self.verificationErrors.append(str(e))
def test_run_vmafrc_compare_directly_with_ossexec_420_8bit(self):
ref_path, dis_path, asset, asset_original = set_default_576_324_videos_for_testing(
)
self.runner = VmafrcQualityRunner(
[asset, asset_original],
None,
fifo_mode=True,
delete_workdir=True,
result_store=None,
optional_dict={
'float_psnr': True,
'float_ssim': True,
'float_ms_ssim': True,
'psnr': True,
'ssim': True,
'ms_ssim': False,
})
self.runner.run(parallelize=True)
results_rc = self.runner.results
self.runner = VmafossExecQualityRunner(
[asset, asset_original],
None,
fifo_mode=True,
delete_workdir=True,
result_store=None,
)
self.runner.run(parallelize=True)
results = self.runner.results
self.assertAlmostEqual(results_rc[0]['VMAFRC_vif_scale0_score'],
results[0]['VMAFOSSEXEC_vif_scale0_score'],
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_vif_scale1_score'],
results[0]['VMAFOSSEXEC_vif_scale1_score'],
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_vif_scale2_score'],
results[0]['VMAFOSSEXEC_vif_scale2_score'],
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_vif_scale3_score'],
results[0]['VMAFOSSEXEC_vif_scale3_score'],
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_motion2_score'],
results[0]['VMAFOSSEXEC_motion2_score'],
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_adm2_score'],
results[0]['VMAFOSSEXEC_adm2_score'],
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_float_psnr_score'],
results[0]['VMAFOSSEXEC_psnr_score'],
places=4)
self.assertAlmostEqual(results_rc[0]['VMAFRC_float_ssim_score'],
results[0]['VMAFOSSEXEC_ssim_score'],
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_float_ms_ssim_score'],
results[0]['VMAFOSSEXEC_ms_ssim_score'],
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_psnr_y_score'],
results[0]['VMAFOSSEXEC_psnr_score'],
places=4)
self.assertAlmostEqual(results_rc[0]['VMAFRC_psnr_cb_score'],
38.4494410625,
places=4)
self.assertAlmostEqual(results_rc[0]['VMAFRC_psnr_cr_score'],
40.99191027083334,
places=4)
self.assertAlmostEqual(results_rc[0]['VMAFRC_ssim_score'],
0.8613860416666667,
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_vif_scale0_score'],
results[1]['VMAFOSSEXEC_vif_scale0_score'],
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_vif_scale1_score'],
results[1]['VMAFOSSEXEC_vif_scale1_score'],
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_vif_scale2_score'],
results[1]['VMAFOSSEXEC_vif_scale2_score'],
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_vif_scale3_score'],
results[1]['VMAFOSSEXEC_vif_scale3_score'],
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_motion2_score'],
results[1]['VMAFOSSEXEC_motion2_score'],
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_adm2_score'],
results[1]['VMAFOSSEXEC_adm2_score'],
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_float_psnr_score'],
results[1]['VMAFOSSEXEC_psnr_score'],
places=4)
self.assertAlmostEqual(results_rc[1]['VMAFRC_float_ssim_score'],
results[1]['VMAFOSSEXEC_ssim_score'],
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_float_ms_ssim_score'],
results[1]['VMAFOSSEXEC_ms_ssim_score'],
places=5)
self.assertAlmostEqual(results_rc[1]['VMAFRC_psnr_y_score'],
results[1]['VMAFOSSEXEC_psnr_score'],
places=4)
self.assertAlmostEqual(results_rc[1]['VMAFRC_psnr_cb_score'],
60.0,
places=4)
self.assertAlmostEqual(results_rc[1]['VMAFRC_psnr_cr_score'],
60.0,
places=4)
self.assertAlmostEqual(results_rc[1]['VMAFRC_ssim_score'],
1.0,
places=5)
self.assertAlmostEqual(results_rc[0]['VMAFRC_score'],
results[0]['VMAFOSSEXEC_score'],
places=4)
self.assertAlmostEqual(results_rc[1]['VMAFRC_score'],
results[1]['VMAFOSSEXEC_score'],
places=4)
def test_run_vmafrc_runner_matched_to_vmafossexec(self):
ref_path, dis_path, asset, asset_original = set_default_576_324_videos_for_testing(
)
self.runner = VmafrcQualityRunner([asset, asset_original],
None,
fifo_mode=True,
delete_workdir=True,
result_store=None,
optional_dict={
'float_psnr': True,
'float_ssim': True,
'float_ms_ssim': True,
})
self.runner.run(parallelize=True)
results = self.runner.results
self.assertAlmostEqual(results[0]['VMAFRC_vif_scale0_score'],
0.3634208125,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_vif_scale1_score'],
0.7666474166666667,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_vif_scale2_score'],
0.8628533333333334,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_vif_scale3_score'],
0.9159719583333334,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_motion2_score'],
3.895352291666667,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_adm2_score'],
0.9345877291666667,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_float_psnr_score'],
30.7550666667,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_float_ssim_score'],
0.86322654166666657,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_float_ms_ssim_score'],
0.9632406874999999,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_vif_scale0_score'],
1.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_vif_scale1_score'],
0.9999998541666666,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_vif_scale2_score'],
0.9999996041666667,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_vif_scale3_score'],
0.9999991458333334,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_motion2_score'],
3.895352291666667,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_adm2_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAFRC_float_psnr_score'],
60.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_float_ssim_score'],
1.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_float_ms_ssim_score'],
1.0,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_score'],
76.69926875,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_score'],
99.94641666666666,
places=4)
def test_run_vmafrc_runner_n_threads(self):
ref_path, dis_path, asset, asset_original = set_default_576_324_videos_for_testing(
)
self.runner = VmafrcQualityRunner(
[asset, asset_original],
None,
fifo_mode=True,
delete_workdir=True,
result_store=None,
optional_dict={
'float_psnr': True,
'float_ssim': True,
'float_ms_ssim': True,
'psnr': True,
'ssim': True,
'ms_ssim': False, # TODO: enable fixed_ms_ssim
'n_threads': 4,
})
self.runner.run(parallelize=True)
results = self.runner.results
self.assertAlmostEqual(results[0]['VMAFRC_vif_scale0_score'],
0.3634208125,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_vif_scale1_score'],
0.7666474166666667,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_vif_scale2_score'],
0.8628533333333334,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_vif_scale3_score'],
0.9159719583333334,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_motion2_score'],
3.895352291666667,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_adm2_score'],
0.9345877291666667,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_float_psnr_score'],
30.7550666667,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_float_ssim_score'],
0.86322654166666657,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_float_ms_ssim_score'],
0.9632406874999999,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_psnr_y_score'],
30.755063979166668,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_psnr_cb_score'],
38.4494410625,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_psnr_cr_score'],
40.99191027083334,
places=4)
self.assertAlmostEqual(results[0]['VMAFRC_ssim_score'],
0.8613860416666667,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_vif_scale0_score'],
1.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_vif_scale1_score'],
0.9999998541666666,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_vif_scale2_score'],
0.9999996041666667,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_vif_scale3_score'],
0.9999991458333334,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_motion2_score'],
3.895352291666667,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_adm2_score'], 1.0, places=4)
self.assertAlmostEqual(results[1]['VMAFRC_float_psnr_score'],
60.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_float_ssim_score'],
1.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_float_ms_ssim_score'],
1.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_psnr_y_score'],
60.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_psnr_cb_score'],
60.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_psnr_cr_score'],
60.0,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_ssim_score'], 1.0, places=4)
self.assertAlmostEqual(results[0]['VMAFRC_score'],
76.69926875,
places=4)
self.assertAlmostEqual(results[1]['VMAFRC_score'],
99.94641666666666,
places=4)
def setUp(self):
super().setUp()
ref_path, dis_path, asset, asset_original = set_default_576_324_videos_for_testing(
)
self.data = ([30.755063979166664, PsnrQualityRunner, asset, None], )
