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Issues: pytorch/ao

[RFC] torchao Contributor Guide
#391 opened Jun 18, 2024 by jerryzh168
Open 16
float8 upcoming feature tracker
#556 opened Jul 30, 2024 by vkuzo
Open
Multibackend tracker
#1082 opened Oct 15, 2024 by msaroufim
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Issues list

Segmentation Fault Running Int8 Quantized Model on GPU
#1437 opened Dec 18, 2024 by wendywangwwt
QLoRA Worse Memory When linear_nf4 Used on Output
#1433 opened Dec 18, 2024 by pbontrager
Bug: TypeError in SAM2ImagePredictor.predict() method bug Something isn't working
#1431 opened Dec 18, 2024 by dongxiaolong
@cpuhrsch
1
Torchtune QAT + compile raises error
#1427 opened Dec 17, 2024 by felipemello1
@andrewor14
3
2:4 Sparse training sparsity
#1425 opened Dec 17, 2024 by phyllispeng123
@jcaip
4
Comparison of Quantization Error for Each Linear Operator ?
#1424 opened Dec 17, 2024 by Lenan22
1
Not saved time using WeightNormSparsifier sparsity
#1420 opened Dec 16, 2024 by phyllispeng123
@jcaip
2
FLoat8 Autocast Issue float8
#1418 opened Dec 16, 2024 by asahni04
1
Does Torch.ao Support FullyShardedDataParallel?
#1413 opened Dec 13, 2024 by Lenan22
4
Issue with multi-dimensional mesh float8 training
#1411 opened Dec 13, 2024 by mayank31398
@vkuzo
1
[Feature Request] W4A4 Quantization Support in torchao topic: new feature Use this tag if this PR adds a new feature topic: performance Use this tag if this PR improves the performance of a feature
#1406 opened Dec 12, 2024 by xxw11
4
Does Torch Support NPU Architectures like Ascend MDC910B and Multi-GPU Quantization for Large Models? multibackend
#1405 opened Dec 12, 2024 by Lenan22
4
"Where is the overloaded function for torch.nn.functional.linear(aqt, original_weight_tensor, bias)? "
#1397 opened Dec 10, 2024 by Lenan22
2
[Feature Request] add universal GEMM kernels for ARM CPU to torchao/experimental
#1394 opened Dec 10, 2024 by metascroy
1
AO and Automated Mixed Precision question Further information is requested topic: documentation Use this tag if this PR adds or improves documentation
#1390 opened Dec 8, 2024 by bhack
@jerryzh168
13
EfficientTAM topic: new feature Use this tag if this PR adds a new feature topic: performance Use this tag if this PR improves the performance of a feature
#1384 opened Dec 5, 2024 by bhack
7
unhashable type: non-nested SymInt autoquant bug Something isn't working
#1381 opened Dec 4, 2024 by bhack
@jerryzh168
32
[Feature Request] Add dynamic kernel selection to torchao/experimental
#1376 opened Dec 4, 2024 by metascroy
@Darshcg
5
Can't use AdamW? optimizer
#1363 opened Dec 2, 2024 by waka45
1
Use unittest instead of pytest everywhere
#1321 opened Nov 21, 2024 by jerryzh168
[Feature Request] Support of int8_dynamic_activation_int8_weight with asymmetrically quantized weights
#1320 opened Nov 20, 2024 by sanchitintel
1 task
3
int8_dynamic_activation_int8_weight uses zero-points for weight when activation is asymmetrically quantized
#1317 opened Nov 20, 2024 by sanchitintel
2
torch.compile(sync_float8_amax_and_scale_history) not working with triton latest main
#1311 opened Nov 19, 2024 by goldhuang
2
[AQT] Failed to move compiled module with AQT to a different device bug Something isn't working
#1309 opened Nov 19, 2024 by gau-nernst
2
[float8] DDP GPT1.5B Torch.compile dynamo error
#1308 opened Nov 19, 2024 by OrenLeung
2
ProTip! What’s not been updated in a month: updated:<2024-11-18.