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[LLM] [NPU] StaticLLMPipeline: Compiler DQ update #1515

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merged 8 commits into from
Jan 14, 2025
Merged

[LLM] [NPU] StaticLLMPipeline: Compiler DQ update #1515

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ba70ef1
Update DQ query
smirnov-alexey Jan 9, 2025
f5dd5b1
Unconditionally utilize compiler DQ
smirnov-alexey Jan 13, 2025
cc44a0d
DQ only when in supported props
smirnov-alexey Jan 13, 2025
fa76cf7
Add prefix
smirnov-alexey Jan 13, 2025
868a7ac
Align DQ behaviour
smirnov-alexey Jan 13, 2025
3c72f4d
Address review comments
smirnov-alexey Jan 13, 2025
24b1a63
Merge branch 'master' into as/npuw_dq
smirnov-alexey Jan 13, 2025
102a1d9
Merge branch 'master' into as/npuw_dq
smirnov-alexey Jan 14, 2025
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10 changes: 3 additions & 7 deletions src/cpp/src/llm_pipeline_static.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -475,13 +475,7 @@ std::optional<NPUDesc> extract_npu_descriptor(ov::Core& core) {
}
const auto arch = core.get_property("NPU", ov::device::architecture);
const auto max_tiles = core.get_property("NPU", ov::intel_npu::max_tiles);

bool compiler_dq = false;
const auto device_caps = core.get_property("NPU", ov::device::capabilities);
if (std::find(device_caps.begin(), device_caps.end(),
"COMPILER_DYNAMIC_QUANTIZATION") != device_caps.end()) {
compiler_dq = true;
}
const auto compiler_dq = core.get_property("NPU", ov::intel_npu::compiler_dynamic_quantization);
return std::make_optional(NPUDesc{arch, max_tiles, compiler_dq});
}

Expand Down Expand Up @@ -526,6 +520,7 @@ ov::AnyMap get_default_prefill_config(const std::shared_ptr<ov::Model>& model,
}
if (npudesc.has_value() && npudesc->compiler_dq) {
config.emplace("NPUW_DQ_FULL", "NO");
config.emplace("NPU_COMPILATION_MODE_PARAMS", "enable-weights-dynamic-dequantization=true");
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}
return config;
}
Expand All @@ -547,6 +542,7 @@ ov::AnyMap get_default_generate_config(const std::shared_ptr<ov::Model>& model,
}
if (npudesc.has_value() && npudesc->compiler_dq) {
config.emplace("NPUW_DQ_FULL", "NO");
config.emplace("NPU_COMPILATION_MODE_PARAMS", "enable-weights-dynamic-dequantization=true");
}
return config;
}
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