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Closed
wants to merge 102 commits into from
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Dipika/rebased #40

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@dsikka dsikka commented Dec 7, 2024 •
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Faraz9877 and others added 30 commits October 22, 2024 15:49
@Faraz9877
Add cutlass 2:4 infrastructure
5d51361
@Faraz9877
Update with test code
17f5b96
@Faraz9877
Clean up a bit; both fp8 and int8 working
471a03c
@Faraz9877
Add fp16 and bf16 support to sparse cutlass mm
0b332fb
@ilmarkov
semi_structured for fp16 and bf16 and int8
da31648
@ilmarkov
Fix A100 int8 tests
e655f94
@ilmarkov
Add fp8 cusparseLt
5fc3c1c
@ilmarkov
wip
9cf36d6
@ilmarkov
Fix signatures
ad09e79
@ilmarkov
Fix compilation and tests
e75eabc
@ilmarkov
Update for older platforms
0306390
@ilmarkov
Add benchmarks
1021acb
@ilmarkov
Fix typo
19ce358
@ilmarkov
Added scaled_mm for fp8.
959408c 
Removed cmake check for cusparseLt, needs to be reverted when the cmake issue is resolved.
@ilmarkov
Add docstrings
117b87b
@ilmarkov
Update for torch 2.5
2c7e68e
@ilmarkov
Add handling contiguous dense input for int8 and fp8
922f4f8
@ilmarkov
Add fp8 cusparseLt
beca038
@ilmarkov
Fix compilation and tests
5d9cd25
@ilmarkov
Add caching of cusparseLT meta
39ad9d4
@ilmarkov
Cached cusparseLt
520eb62
@ilmarkov
Fix destroy function
20956e6
@ilmarkov
Prepare for reproduce
87c8088
@ilmarkov
Fix cusparseLt caching
4ea58b1
@ilmarkov
Make cached version default function
f0551ef
@ilmarkov
Fixes and polishing after rebase
d7476e8
@dsikka @rahul-tuli
add sparse 2:4 weight loading suport
681ea5e
@rahul-tuli
Some more changes!
ecf878f
@rahul-tuli
Cleanup
80952dc
@dsikka @rahul-tuli
get uncompressed to work; update gemm to use contiguous; use alex's u…
8462c9d 
…tils instead of our decompressor
@rahul-tuli rahul-tuli self-assigned this Dec 9, 2024
@Faraz9877
Update code
81c4360
@Faraz9877
Update code, flip sparse op operand order to be consistent with dense
6d574af
@Faraz9877
Clean up code comments
72f4577
@Faraz9877
Format vllm code
208b2a0
@Faraz9877
Update code
7020096
@Faraz9877
Update code
f222aae
@Faraz9877
Update code
c7a3a7d
@Faraz9877
Update code
94a4945
@Faraz9877
Update code
7fedb94
@Faraz9877
Update code
3d6c50a
@Faraz9877
Update code
8d94e1f
@Faraz9877
Update code
b039820
@Faraz9877
Clean up code
67aae3e
@Faraz9877
Update benchmarking code and remove empty files
154814f
@Faraz9877
Update code
ac059b4
@Faraz9877
Push activations and output transposes into CUTLASS code
b559b6a
@Faraz9877
Address reviews; one compression test left to pass
4c927a0
@Faraz9877
Fix the scale swap bug
b177ab6
@Faraz9877
Clean up benchmarking
8879323
@Faraz9877
Minimize includes and reformat the compressor file
18ba3de
@Faraz9877
Fix an indent
c8f573b
@Faraz9877
Fix compress_entry names and add some comments
4916577
@Faraz9877
Add ElementE for metadata type to spelling exceptions
c7b8a2c
@Faraz9877
Created the entry + arch structure for the compressor and ignore 2to4…
0d38f0a 
… tests for >90 sm capability
@Faraz9877
Fix minor issues
c459bbc
@Faraz9877
Small fix
2c15abc
@dsikka dsikka closed this Dec 23, 2024
@dsikka dsikka deleted the dipika/rebased branch May 15, 2025 00:52
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@mgoin mgoin Awaiting requested review from mgoin mgoin will be requested when the pull request is marked ready for review mgoin is a code owner

@youkaichao youkaichao Awaiting requested review from youkaichao youkaichao will be requested when the pull request is marked ready for review youkaichao is a code owner

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4 participants

@dsikka @rahul-tuli @Faraz9877 @ilmarkov