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Pull requests: pytorch/ao
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Ignore unreconized for now
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topic: not user facing
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#2025
opened Apr 5, 2025 by
drisspg
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Fix Int4WeightEmbeddingQATQuantizer.convert path
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topic: bug fix
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#2024
opened Apr 4, 2025 by
andrewor14
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[ghstack] Add support for more shapes
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#2021
opened Apr 4, 2025 by
jainapurva
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More models
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#2020
opened Apr 4, 2025 by
jainapurva
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More models
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#2019
opened Apr 4, 2025 by
jainapurva
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More models
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#2018
opened Apr 4, 2025 by
jainapurva
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Move model benchmarking
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#2016
opened Apr 4, 2025 by
jainapurva
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Fix slice and padding for TensorCoreTiledLayout
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topic: bug fix
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#2015
opened Apr 4, 2025 by
jerryzh168
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[WIP] 2:4 activation sparsity
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add non-square bsr support
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#2007
opened Apr 2, 2025 by
keylbill
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Add gguf q4_k quantization
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#2001
opened Apr 2, 2025 by
jerryzh168
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Add GPU profiler
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#1997
opened Apr 1, 2025 by
jainapurva
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Memory profiler for cuda
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#1996
opened Apr 1, 2025 by
jainapurva
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Add profiler and Perfetto UI link with comprehensive tests
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#1995
opened Apr 1, 2025 by
jainapurva
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Register codebook quant ops
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topic: improvement
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#1988
opened Apr 1, 2025 by
jerryzh168
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module: rocm
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test_galore_quant.py
for ROCm
ciflow/rocm
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#1983
opened Mar 31, 2025 by
petrex
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[sparsity] Add PartialLinear module for structured sparsity
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sparsity
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#1982
opened Mar 31, 2025 by
lakshminarasimmanv
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add PyTorch MG style group gemm reference utils
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numerics
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#1979
opened Mar 28, 2025 by
lessw2020
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[Reland] Remove torchao.quantization.prototype
ci-no-td
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topic: bc-breaking
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#1975
opened Mar 27, 2025 by
andrewor14
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Adds Q/DQ layout support for embedding quantization with IntxWeightOnlyConfig
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#1972
opened Mar 27, 2025 by
metascroy
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Move Int8DynamicActivationIntxWeightConfig out of experimental
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#1968
opened Mar 26, 2025 by
metascroy
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Adds utility to replace Q/DQ ops with torchao quantized linear ops
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#1967
opened Mar 26, 2025 by
metascroy
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Upgrade cuda from 12.4 -> 12.6
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#1962
opened Mar 26, 2025 by
jainapurva
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#1952
opened Mar 25, 2025 by
jainapurva
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Enable autoquant API for CPU
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#1939
opened Mar 24, 2025 by
leslie-fang-intel
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