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[core] Convert operator supports u2, u3, u6
types
#23490
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praasz
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Mar 31, 2024
Merged
[core] Convert operator supports u2, u3, u6
types
#23490
praasz
merged 24 commits into
openvinotoolkit:master
from
praasz:feature/add-u2-u3-u6-to-convert
Mar 31, 2024
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Mar 16, 2024
Blocked by PR #23279 . |
Improve binary size reduction
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…23490) ### Details: - Add new types `u2, u3, u6` to Convert operator. - Expand `element::Iterator` to support NF4 and `BitProxy` to support NF4 conversion. - Update tensor to calculate correctly byte size for `u3, u6` types. - Fix NF4 <-> conversion to always use byte pack/unpack and quantization when convert to/from floating point. In future the conversion for NF4 will be limited to f32 -> NF4. ### Tickets: - [CVS-127000](https://jira.devtools.intel.com/browse/CVS-127000) - [CVS-128024](https://jira.devtools.intel.com/browse/CVS-128024) --------- Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
alvoron
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…23490) ### Details: - Add new types `u2, u3, u6` to Convert operator. - Expand `element::Iterator` to support NF4 and `BitProxy` to support NF4 conversion. - Update tensor to calculate correctly byte size for `u3, u6` types. - Fix NF4 <-> conversion to always use byte pack/unpack and quantization when convert to/from floating point. In future the conversion for NF4 will be limited to f32 -> NF4. ### Tickets: - [CVS-127000](https://jira.devtools.intel.com/browse/CVS-127000) - [CVS-128024](https://jira.devtools.intel.com/browse/CVS-128024) --------- Co-authored-by: Michal Lukaszewski <michal.lukaszewski@intel.com>
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Labels
category: Core
OpenVINO Core (aka ngraph)
category: inference
OpenVINO Runtime library - Inference
category: TEMPLATE
OpenVINO Template plugin
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Details:
u2, u3, u6
to Convert operator.element::Iterator
to support NF4 andBitProxy
to support NF4 conversion.u3, u6
types.Tickets: