[GitHub] zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes.

zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes. URL: https://github.com/apache/incubator-mxnet/pull/10317#issuecomment-379372569 @cjolivier01 are you OK with the PR? This

[GitHub] zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes.

zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes. URL: https://github.com/apache/incubator-mxnet/pull/10317#issuecomment-379096904 @cjolivier01 I have removed "auto" as much as possible.

[GitHub] zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes.

zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes. URL: https://github.com/apache/incubator-mxnet/pull/10317#issuecomment-378440323 Here is the performance before and after the optimizations. The performance is measured with `python

[GitHub] zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes.

zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes. URL: https://github.com/apache/incubator-mxnet/pull/10317#issuecomment-378440323 Here is the performance before and after the optimizations. The performance is measured with `python

[GitHub] zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes.

zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes. URL: https://github.com/apache/incubator-mxnet/pull/10317#issuecomment-378440323 model | batch size | before | after -- | -- | -- | -- AlexNet | 1 | 268.63 | 378.96   | 2 |

[GitHub] zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes.

zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes. URL: https://github.com/apache/incubator-mxnet/pull/10317#issuecomment-378439529 batch size | before | after -- | -- | -- AlexNet | 1 | 268.63 | 378.96   | 2 | 431.88 | 585.72

[GitHub] zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes.

zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes. URL: https://github.com/apache/incubator-mxnet/pull/10317#issuecomment-378439529 batch size | before | after -- | -- | -- AlexNet | 1 | 268.63 | 378.96   | 2 | 431.88 | 585.72

[GitHub] zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes.

zheng-da commented on issue #10317: [MXNET-264] Improve performance of MKLDNN in small batch sizes. URL: https://github.com/apache/incubator-mxnet/pull/10317#issuecomment-378047340 Could you please review this PR? @piiswrong @pengzhao-intel @TaoLv