wuxun-zhang edited a comment on issue #16523: [MKLDNN] Fix uint quantized fc when not fusing with requantize URL: https://github.com/apache/incubator-mxnet/pull/16523#issuecomment-543446828 Sure. According to offline accuracy test for `subgraph FC`, `disable subgraph FC` and `subgraph FC w/o requantize fuse`, all accuracy numbers look good to me. Currently, this commit can be safely merged into mkldnn-1.0 branch without conflicts (just tested locally). @TaoLv Could you help rebase mkldnn-v1.0 branch against master? Thanks Accuracy | base | - | disable subgraph FC| -| diable fuse requantize|- -- | -- | --| --| -- | -- | -- -|FP32 | INT8 | FP32 | INT8 | FP32 | INT8 resnet18 | 70.15% | 70.02% | 70.15% | 69.90% | 70.15% | 69.90% resnet50 | 76.34% | 75.95% | 76.34% | 75.96% | 76.34% | 75.96% inceptionV3 | 77.76% | 77.82% | 77.76% | 77.83% | 77.76% | 77.83% squeezenet1.0 | 56.98% | 56.80% | 56.98% | 56.80% | 56.98% | 56.80% mobilenet1.0 | 72.23% | 71.75% | 72.23% | 71.74% | 72.23% | 71.74% mobilenetV2_1.0 | 70.87% | 70.73% | 70.87% | 70.73% | 70.87% | 70.73%
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