[Relay, Quantization, TOPI] int8 dense on CUDA & Dense op quantization #2877
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cc @masahi @nishi-t @kazum @ajtulloch can you help review this PR? |
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@merrymercy @yzhliu could you also help review? |
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yzhliu
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@ZihengJiang @tqchen can you also take a look? |
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Merged, thanks for the hard-working |
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apache#2877) * Quantize dense layers * Add out_dtype arggument to dense; Add dense_int8 on CUDA * Add topi unittest of dense int8 * Fix relay * Fix topi integration * Fix quantization * Update dense_rewrite * Triger CI * Change qconfig quantize_dense to quantize_op * Fix * Remove quantize_op from qconfig
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apache#2877) * Quantize dense layers * Add out_dtype arggument to dense; Add dense_int8 on CUDA * Add topi unittest of dense int8 * Fix relay * Fix topi integration * Fix quantization * Update dense_rewrite * Triger CI * Change qconfig quantize_dense to quantize_op * Fix * Remove quantize_op from qconfig
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out_dtypetoDenseAttrsto support mixed precision.@eqy @icemelon9 @ZihengJiang