[Benchmark] Optimize bert using fused_ffn and fused_attention #2523
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
ZHUI
reviewed
Jun 16, 2022
| custom_white_list=[ | ||
| "layer_norm", "softmax", "gelu", | ||
| "fused_attention", | ||
| "fused_feedforward" |
There was a problem hiding this comment.
amp情况下，fused_attention, fused_feedforward 的输入是fp32，那op内部计算走的是fp16还是fp32呢？
| self.fuse = fuse | ||
| if self.fuse: | ||
| self.encoder = nn.LayerList([ | ||
| FusedTransformerEncoderLayer( |
There was a problem hiding this comment.
这里layer变了的话。state_dict中参数的命名是不是也是变了？
There was a problem hiding this comment.
你是指用非fuse的checkpoint启动fuse的训练？这样应该不支持吧
ZHUI
changed the title
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
PR types
Others
PR changes
Others
Description
Optimize the benchmark performance.