Claims › ext:98e43b69ca091a72 › line of work
Its line of work
In particular, pruning VGG-16 on CIFAR-10 with our model achieves a compression ratio of 80.8x and an acceleration ratio of 14.8×, which are 5.8× and 4.2× higher than the best results at present, respectively, and the classification accuracy decreases by only 0.59% relative to that of the baseline.
There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.
No two claims here are joined yet: the table lists them.
Every claim drawn, as a table
| Claim | Status | Checkable | Credence | Use | Stakes | Rests on |
|---|---|---|---|---|---|---|
| In particular, pruning VGG-16 on CIFAR-10 with our model achieves a compression ratio of 80.8x and an acceleration rati… | ○ unchecked | yes | 0.55 | 0 | 3.7 | — |
See its whole group in the network, where it can be filtered and sized.
Step by step
| Where | Status | Claim | Credence |
|---|---|---|---|
| this claim | unchecked | In particular, pruning VGG-16 on CIFAR-10 with our model achieves a compression ratio of 80.8x and an acceleration ratio of 14.8×, which are 5.8× and 4.2× high…human literature · ext:98e43b69ca091a72 | 0.55 |
Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.