Upload results/experiment_summary.json
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results/experiment_summary.json
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{
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"experiment_results": {
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"fp_baseline": {
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"inception_score": 13.45,
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"diversity_entropy": 3.501,
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"avg_pairwise_cosine_sim": 0.6774,
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"mean_pixel": 0.4452,
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"std_pixel": 0.318,
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"total_time_sec": 1048.36,
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"time_per_image": 65.523,
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"experiment": "fp_baseline",
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"num_images": 16,
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"num_steps": 20
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},
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"quant_only": {
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"inception_score": 7.53,
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"diversity_entropy": 5.1157,
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"avg_pairwise_cosine_sim": 0.5618,
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"mean_pixel": 0.4118,
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"std_pixel": 0.3567,
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"total_time_sec": 904.56,
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"time_per_image": 56.535,
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"experiment": "quant_only",
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"num_images": 16,
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"num_steps": 20
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},
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"cache_only": {
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"inception_score": 1.79,
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"diversity_entropy": 6.1112,
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"avg_pairwise_cosine_sim": 0.5963,
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"mean_pixel": 0.2583,
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"std_pixel": 0.2321,
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"total_time_sec": 273.61,
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"time_per_image": 17.1,
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"experiment": "cache_only",
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"num_images": 16,
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"num_steps": 20
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},
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"qc_naive": {
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"inception_score": 1.84,
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"diversity_entropy": 6.0356,
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"avg_pairwise_cosine_sim": 0.6054,
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"mean_pixel": 0.2678,
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"std_pixel": 0.24,
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"total_time_sec": 334.27,
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"time_per_image": 20.892,
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"experiment": "qc_naive",
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"num_images": 16,
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"num_steps": 20
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},
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"qc_tap": {
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"inception_score": 1.84,
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"diversity_entropy": 6.0356,
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"avg_pairwise_cosine_sim": 0.6054,
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"mean_pixel": 0.2678,
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"std_pixel": 0.24,
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"total_time_sec": 315.02,
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"time_per_image": 19.689,
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"experiment": "qc_tap",
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"num_images": 16,
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"num_steps": 20
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},
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"qc_full": {
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"inception_score": 2.27,
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"diversity_entropy": 5.7403,
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"avg_pairwise_cosine_sim": 0.5495,
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"mean_pixel": 0.27,
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"std_pixel": 0.2559,
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"total_time_sec": 337.92,
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"time_per_image": 21.12,
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"experiment": "qc_full",
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"num_images": 16,
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"num_steps": 20
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}
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},
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"paper_reference": {
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"table1_50steps_w8a8": {
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"DDPM_FP": {"FID": 5.22, "sFID": 17.63, "IS": 237.8, "Precision": 0.8056},
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"PTQ4DiT": {"FID": 5.45, "sFID": 19.5, "IS": 250.68, "Precision": 0.7882},
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"QandC": {"FID": 5.43, "sFID": 19.52, "IS": 250.68, "Precision": 0.7895}
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}
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}
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}
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