deepspeedai / deepspeedai/DeepSpeedExamples
[Question]a bout compression.helper.convert_conv1d_to_linear
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Description
hi，when i use compression (zero_quant method), I found that we need to change conv1d to linear in GPT model. I just want to figure out this action. could you tail me why do this action ?
model = convert_conv1d_to_linear(model, Conv1D)
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Research direction
Start with compression.helper.convert_conv1d_to_linear and the zero_quant GPT usage shown in the issue. Trace why Conv1D is converted to linear and document the rationale and expected behavior after conversion; the issue does not name a test or documentation file.
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- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100