Autoregressive Image Generation on Harmon
38Alpha (α)Continuous Speculative Decoding
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=4, bs=12024.11 | 38 | 1.2 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=4, bs=82024.11 | 38 | 1.37 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=4, bs=162024.11 | 38 | 1.5 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=4, bs=322024.11 | 38 | 1.63 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=4, bs=12024.11 | 33 | 1.11 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=4, bs=82024.11 | 33 | 1.22 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=4, bs=162024.11 | 33 | 1.33 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=4, bs=322024.11 | 33 | 1.42 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=8, bs=12024.11 | 25 | 1.29 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=8, bs=82024.11 | 25 | 1.44 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=8, bs=162024.11 | 25 | 1.6 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=8, bs=322024.11 | 25 | 1.72 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=8, bs=12024.11 | 25 | 1.41 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=8, bs=82024.11 | 25 | 1.65 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=8, bs=162024.11 | 25 | 1.85 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=8, bs=322024.11 | 25 | 2.05 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=16, bs=12024.11 | 23 | 1.55 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=16, bs=82024.11 | 23 | 1.83 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=16, bs=162024.11 | 23 | 2.09 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=16, bs=322024.11 | 23 | 2.35 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=16, bs=12024.11 | 21 | 1.41 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=16, bs=82024.11 | 21 | 1.58 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=16, bs=162024.11 | 21 | 1.78 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=16, bs=322024.11 | 21 | 1.93 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=32, bs=12024.11 | 17 | 1.47 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=32, bs=82024.11 | 17 | 1.67 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=32, bs=162024.11 | 17 | 1.88 | |
| Continuous Speculative DecodingResolution=256, Mp=Harmon-H, Mq=Harmon-B, γ=32, bs=322024.11 | 17 | 2.05 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=32, bs=12024.11 | 15 | 1.63 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=32, bs=82024.11 | 15 | 1.94 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=32, bs=162024.11 | 15 | 2.23 | |
| Continuous Speculative DecodingResolution=512, Mp=Harmon-H, Mq=Harmon-B, γ=32, bs=322024.11 | 15 | 2.54 |