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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2019/07/02 15:16:58 UTC

[GitHub] [incubator-mxnet] tianylijun removed a comment on issue #15432: [quantization] is there any plan to support 6bits quantization , as 6 bits quantization more efficient than 8 bits on arm cpu

tianylijun removed a comment on issue #15432: [quantization] is there any plan to support 6bits quantization , as 6 bits quantization more efficient than 8 bits on arm cpu
URL: https://github.com/apache/incubator-mxnet/issues/15432#issuecomment-507721651
 
 
   As current ARM SIMD do not support int32 += int8*int8(except Cotex A55,A75),unfortunate 8bits MAC will overflow during 4X4 sgemm block(127*127*4 exceed int16 range ),so int8 need first convert to int16 then do int32 += int16*int16. but 6 bits will not overflow in 4x4 sgemm block,so 6 bits can use directly use int16+= int8*int8 MAC,more efficient than 8 bits

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