Bureaucrats, dave_user, Administrators
4,650
edits
Changes
→Testbed
|January 2020
|First public release
|-
|1.0.1
|March 2020
|Added more details about the software configuration
|}
==Introduction==
According to [https://community.nxp.com/docs/DOC-343798 NXP documentation], ''eIQ Machine Learning Software is a collection of software and development tools for NXP microprocessors and microcontrollers to do inference of neural network AI models on embedded systems.''
This Technical Note (TN for short) illustrates hot how to use [https://www.nxp.com/design/software/development-software/eiq-ml-development-environment:EIQ eIQ] in combination with Mito8M, one of the DAVE Embedded Systems's latest SoM's, which is built upon the [https://www.nxp.com/products/processors-and-microcontrollers/arm-processors/i.mx-applications-processors/i.mx-8-processors/i.mx-8m-family-armcortex-a53-cortex-m4-audio-voice-video:i.MX8M i.MX8M processor by NXP].
==Testbed==
With regards regard to the hardware, the testbed consists of the same platform described [[MISC-TN-008:_Running_Debian_Buster_(armbian)_on_Mito8M |here]].
Concerning the software, the following combination was used:
* U-Boot 2018.03 retrieved from the standard Mito8M Yocto-based Board Support Package (BSP)
* Device tree retrieved from the standard Mito8M Yocto-based BSP
* Linux kernel imx8qmmek 4.14.98-imx_4.14.98_2.0.0(built with the Linux L4.14.98 GA Yocto BSP release for i.MX 8 family of devices with support for NXP eIQ software)* eIQ-enabled YocotYocto-based root file system(built with the Linux L4.14.98 GA Yocto BSP release for i.MX 8 family of devices with support for NXP eIQ software); as such, this root file system includes the following packages:**OpenCV 4.0.1**Arm Compute Library 19.02**Arm NN 19.02**ONNX runtime 0.3.0**TensorFlow 1.12**TensorFlow Lite 1.12.
For more information about the kernel and the root file system, please refer to the following section.
==Building NXP eIQ software==
NXP document [https://www.nxp.com/docs/en/nxp/user-guides/UM11226.pdf UM11226Rev. 2, 06/2019] illustrates how to build eIQ software support using Yocto Project tools. Even though the official procedure was tested against Ubuntu 16.04, a the build was completed successfully on the host running Ubuntu 18.04 was used successfullyas well. By following step by step the official procedure,
The build process produces several artifacts:
<pre class="board-terminal">
~/devel/eIQ/fsl-arm-yocto-bsp/build-xwayland/tmp/deploy/images/imx8qmmek$ ll
total 7434020
drwxr-xr-x 3 sysadmin sysadmin 12288 gen 28 15:28 ./
drwxrwxr-x 3 sysadmin sysadmin 4096 gen 27 17:31 ../
-rw-r--r-- 2 sysadmin sysadmin 102464 gen 28 13:37 dpfw.bin
-rw-r--r-- 1 sysadmin sysadmin 160725 gen 28 14:45 fsl-image-qt5-imx8qmmek-20200128133644.testdata.json
-rw-r--r-- 2 sysadmin sysadmin 5603590144 gen 28 15:18 fsl-image-qt5-imx8qmmek-20200128141054.rootfs.ext4
-rw-r--r-- 2 sysadmin sysadmin 124653 gen 28 15:17 fsl-image-qt5-imx8qmmek-20200128141054.rootfs.manifest
-rw-r--r-- 2 sysadmin sysadmin 1654353401 gen 28 15:21 fsl-image-qt5-imx8qmmek-20200128141054.rootfs.sdcard.bz2
-rw-r--r-- 2 sysadmin sysadmin 1644018076 gen 28 15:18 fsl-image-qt5-imx8qmmek-20200128141054.rootfs.tar.bz2
-rw-r--r-- 1 sysadmin sysadmin 160723 gen 28 15:16 fsl-image-qt5-imx8qmmek-20200128141054.testdata.json
lrwxrwxrwx 2 sysadmin sysadmin 50 gen 28 15:18 fsl-image-qt5-imx8qmmek.ext4 -> fsl-image-qt5-imx8qmmek-20200128141054.rootfs.ext4
lrwxrwxrwx 2 sysadmin sysadmin 54 gen 28 15:17 fsl-image-qt5-imx8qmmek.manifest -> fsl-image-qt5-imx8qmmek-20200128141054.rootfs.manifest
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 28 15:28 fsl-image-qt5-imx8qmmek.sdcard.bz2 -> fsl-image-qt5-imx8qmmek-20200128141054.rootfs.sdcard.bz2
lrwxrwxrwx 2 sysadmin sysadmin 53 gen 28 15:27 fsl-image-qt5-imx8qmmek.tar.bz2 -> fsl-image-qt5-imx8qmmek-20200128141054.rootfs.tar.bz2
lrwxrwxrwx 1 sysadmin sysadmin 52 gen 28 15:16 fsl-image-qt5-imx8qmmek.testdata.json -> fsl-image-qt5-imx8qmmek-20200128141054.testdata.json
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 fsl-imx8qm-mek_ca53.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek_ca53-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 fsl-imx8qm-mek_ca72.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek_ca72-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 61 gen 27 17:52 fsl-imx8qm-mek-dom0-dpu2.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-dom0-dpu2-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 fsl-imx8qm-mek-dom0.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-dom0-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 60 gen 27 17:52 fsl-imx8qm-mek-domu-car.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-domu-car-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 61 gen 27 17:52 fsl-imx8qm-mek-domu-dpu1.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-domu-dpu1-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 66 gen 27 17:52 fsl-imx8qm-mek-domu-dpu1-hdmi.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-domu-dpu1-hdmi-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 fsl-imx8qm-mek-domu.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-domu-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 63 gen 27 17:52 fsl-imx8qm-mek-dsi-rm67191.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-dsi-rm67191-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 55 gen 27 17:52 fsl-imx8qm-mek-dsp.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-dsp-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 51 gen 27 17:52 fsl-imx8qm-mek.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 65 gen 27 17:52 fsl-imx8qm-mek-enet2-tja1100.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-enet2-tja1100-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 fsl-imx8qm-mek-hdmi.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-hdmi-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 59 gen 27 17:52 fsl-imx8qm-mek-hdmi-in.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-hdmi-in-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 58 gen 27 17:52 fsl-imx8qm-mek-inmate.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-inmate-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 73 gen 27 17:52 fsl-imx8qm-mek-jdi-wuxga-lvds1-panel.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-jdi-wuxga-lvds1-panel-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 58 gen 27 17:52 fsl-imx8qm-mek-ov5640.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-ov5640-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 fsl-imx8qm-mek-root.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-root-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 57 gen 27 17:52 fsl-imx8qm-mek-rpmsg.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-rpmsg-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 102464 gen 28 13:37 hdmirxfw.bin
-rw-r--r-- 2 sysadmin sysadmin 102464 gen 28 13:37 hdmitxfw.bin
lrwxrwxrwx 2 sysadmin sysadmin 46 gen 27 17:52 Image -> Image--4.14.98-r0-imx8qmmek-20200127085034.bin
-rw-r--r-- 2 sysadmin sysadmin 104066 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104066 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek_ca53-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104066 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek_ca72-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 111054 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-dom0-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 110689 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-dom0-dpu2-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 54940 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-domu-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 56334 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-domu-car-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 52888 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-domu-dpu1-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 53027 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-domu-dpu1-hdmi-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104761 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-dsi-rm67191-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104533 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-dsp-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104241 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-enet2-tja1100-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104770 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-hdmi-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 105058 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-hdmi-in-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 5472 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-inmate-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104313 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-jdi-wuxga-lvds1-panel-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104988 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-ov5640-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 104613 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-root-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 103884 gen 27 17:52 Image--4.14.98-r0-fsl-imx8qm-mek-rpmsg-20200127085034.dtb
-rw-r--r-- 2 sysadmin sysadmin 23163392 gen 27 17:52 Image--4.14.98-r0-imx8qmmek-20200127085034.bin
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 Image-fsl-imx8qm-mek_ca53.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek_ca53-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 Image-fsl-imx8qm-mek_ca72.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek_ca72-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 61 gen 27 17:52 Image-fsl-imx8qm-mek-dom0-dpu2.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-dom0-dpu2-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 Image-fsl-imx8qm-mek-dom0.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-dom0-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 60 gen 27 17:52 Image-fsl-imx8qm-mek-domu-car.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-domu-car-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 61 gen 27 17:52 Image-fsl-imx8qm-mek-domu-dpu1.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-domu-dpu1-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 66 gen 27 17:52 Image-fsl-imx8qm-mek-domu-dpu1-hdmi.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-domu-dpu1-hdmi-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 Image-fsl-imx8qm-mek-domu.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-domu-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 63 gen 27 17:52 Image-fsl-imx8qm-mek-dsi-rm67191.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-dsi-rm67191-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 55 gen 27 17:52 Image-fsl-imx8qm-mek-dsp.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-dsp-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 51 gen 27 17:52 Image-fsl-imx8qm-mek.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 65 gen 27 17:52 Image-fsl-imx8qm-mek-enet2-tja1100.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-enet2-tja1100-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 Image-fsl-imx8qm-mek-hdmi.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-hdmi-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 59 gen 27 17:52 Image-fsl-imx8qm-mek-hdmi-in.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-hdmi-in-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 58 gen 27 17:52 Image-fsl-imx8qm-mek-inmate.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-inmate-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 73 gen 27 17:52 Image-fsl-imx8qm-mek-jdi-wuxga-lvds1-panel.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-jdi-wuxga-lvds1-panel-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 58 gen 27 17:52 Image-fsl-imx8qm-mek-ov5640.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-ov5640-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 56 gen 27 17:52 Image-fsl-imx8qm-mek-root.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-root-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 57 gen 27 17:52 Image-fsl-imx8qm-mek-rpmsg.dtb -> Image--4.14.98-r0-fsl-imx8qm-mek-rpmsg-20200127085034.dtb
lrwxrwxrwx 2 sysadmin sysadmin 46 gen 27 17:52 Image-imx8qmmek.bin -> Image--4.14.98-r0-imx8qmmek-20200127085034.bin
-rwxr-xr-x 2 sysadmin sysadmin 8928 gen 28 13:43 imx8qm_m4_0_TCM_hello_world_m40.bin*
-rwxr-xr-x 2 sysadmin sysadmin 20576 gen 28 13:43 imx8qm_m4_0_TCM_rpmsg_lite_pingpong_rtos_linux_remote_m40.bin*
-rwxr-xr-x 2 sysadmin sysadmin 20000 gen 28 13:43 imx8qm_m4_0_TCM_rpmsg_lite_str_echo_rtos_m40.bin*
-rwxr-xr-x 2 sysadmin sysadmin 8928 gen 28 13:43 imx8qm_m4_1_TCM_hello_world_m41.bin*
-rwxr-xr-x 2 sysadmin sysadmin 40204 gen 28 13:43 imx8qm_m4_1_TCM_power_mode_switch_m41.bin*
-rwxr-xr-x 2 sysadmin sysadmin 27736 gen 28 13:43 imx8qm_m4_1_TCM_rpmsg_lite_pingpong_rtos_linux_remote_m41.bin*
-rwxr-xr-x 2 sysadmin sysadmin 27888 gen 28 13:43 imx8qm_m4_1_TCM_rpmsg_lite_str_echo_rtos_m41.bin*
lrwxrwxrwx 2 sysadmin sysadmin 40 gen 28 13:45 imx-boot-imx8qmmek-sd.bin -> imx-boot-imx8qmmek-sd.bin-flash_linux_m4
-rw-r--r-- 2 sysadmin sysadmin 1398784 gen 28 13:45 imx-boot-imx8qmmek-sd.bin-flash_linux_m4
-rw-r--r-- 2 sysadmin sysadmin 1348608 gen 28 13:45 imx-boot-imx8qmmek-sd.bin-flash_spl
drwxr-xr-x 2 sysadmin sysadmin 4096 gen 28 13:45 imx-boot-tools/
-rw-rw-r-- 2 sysadmin sysadmin 3383601 gen 27 17:52 modules--4.14.98-r0-imx8qmmek-20200127085034.tgz
lrwxrwxrwx 2 sysadmin sysadmin 48 gen 27 17:52 modules-imx8qmmek.tgz -> modules--4.14.98-r0-imx8qmmek-20200127085034.tgz
-rw-r--r-- 2 sysadmin sysadmin 47104 gen 28 13:37 mx8qm-ahab-container.img
lrwxrwxrwx 2 sysadmin sysadmin 16 gen 27 17:31 tee.bin -> tee.mx8qmmek.bin*
-rwxrwxr-x 2 sysadmin sysadmin 316600 gen 27 17:31 tee.mx8qmmek.bin*
lrwxrwxrwx 2 sysadmin sysadmin 24 gen 28 13:44 u-boot.bin -> u-boot-sd-2018.03-r0.bin
lrwxrwxrwx 2 sysadmin sysadmin 24 gen 28 13:44 u-boot.bin-sd -> u-boot-sd-2018.03-r0.bin
lrwxrwxrwx 2 sysadmin sysadmin 24 gen 28 13:44 u-boot-imx8qmmek.bin -> u-boot-sd-2018.03-r0.bin
lrwxrwxrwx 2 sysadmin sysadmin 24 gen 28 13:44 u-boot-imx8qmmek.bin-sd -> u-boot-sd-2018.03-r0.bin
-rw-r--r-- 2 sysadmin sysadmin 692722 gen 28 13:43 u-boot-sd-2018.03-r0.bin
lrwxrwxrwx 2 sysadmin sysadmin 49 gen 28 13:44 u-boot-spl.bin -> u-boot-spl.bin-imx8qmmek-2018.03-r0-sd-2018.03-r0
lrwxrwxrwx 2 sysadmin sysadmin 49 gen 28 13:44 u-boot-spl.bin-imx8qmmek -> u-boot-spl.bin-imx8qmmek-2018.03-r0-sd-2018.03-r0
-rw-r--r-- 2 sysadmin sysadmin 78789 gen 28 13:44 u-boot-spl.bin-imx8qmmek-2018.03-r0-sd-2018.03-r0
lrwxrwxrwx 2 sysadmin sysadmin 49 gen 28 13:44 u-boot-spl.bin-imx8qmmek-sd -> u-boot-spl.bin-imx8qmmek-2018.03-r0-sd-2018.03-r0
lrwxrwxrwx 2 sysadmin sysadmin 49 gen 28 13:44 u-boot-spl.bin-sd -> u-boot-spl.bin-imx8qmmek-2018.03-r0-sd-2018.03-r0
</pre>
Regarding this TN, two of them are of interest: the Linux kernel image (<code>Image--4.14.98-r0-imx8qmmek-20200127085034.bin</code>) and the ext4 root file system image (<code>fsl-image-qt5-imx8qmmek-20200128141054.rootfs.ext4</code>).
Please note that the building process takes several hours to complete and that almost 180 GB of disk space are required:
<pre class="board-terminal">
~/devel/eIQ/fsl-arm-yocto-bsp$ du -ch --max-depth=1
313M ./.repo
99M ./sources
30G ./downloads
147G ./build-xwayland
177G .
177G total
</pre>
==Configuring the target==
The procedure described by NXP makes use of an SD card to store all the software. For convenience, a different approach was followed to test eIQ with Mito8M. While the internal eMMC was used to store U-Boot, the device tree and the Linux kernel image were retrieved via TFTP over the Ethernet connection. Also, the board was configured to mount the root file system via NFS. The resulting configuration reminds the one described [[Deploying_Embedded_Linux_Systems#The_development_environment|here]].
For a detailed dump of the full bootstrap process, please refer to the following section.
===Bootstrap process===
Please click on ''Expand'' on the top right corner to open the box.
<pre class="board-terminal mw-collapsible mw-collapsed">
U-Boot SPL 2018.03-08018-g59e59e6f85-dirty (Nov 29 2019 - 12:42:16 +0100)
</pre>
The following table details the characteristics first example makes use of the SDRAM bank connected to the SoCTensorFlow:<pre class="board-terminal">root@imx8qmmek:~/devel/tensorflow# ls -latotal 101424drwxr-xr-x 2 root root 4096 Jan 30 2020 .drwxr-xr-x 4 root root 4096 Jan 28 16:23 ..-r--r----- 1 root root 11416 Nov 18 2015 LICENSE-r--r----- 1 root root 10492 Nov 18 2015 imagenet_comp_graph_label_strings.txt-rw-r--r-- 1 root root 49937555 Nov 18 2015 inception5h.zip-rw-r----- 1 root root 53884595 Nov 18 2015 tensorflow_inception_graph.pbroot@imx8qmmek:~/devel/tensorflow# /usr/bin/tensorflow-1.12.0/examples/benchmark --graph=tensorflow_inception_graph.pb --max_num_runs=102020-01-28 18:14:36.032984: I tensorflow/tools/benchmark/benchmark_model.cc:469] Graph: [tensorflow_inception_graph.pb]2020-01-28 18:14:36.035799: I tensorflow/tools/benchmark/benchmark_model.cc:470] Init ops:2020-01-28 18:14:36.035917: I tensorflow/tools/benchmark/benchmark_model.cc:471] Input layers: [input:0]2020-01-28 18:14:36.036025: I tensorflow/tools/benchmark/benchmark_model.cc:472] Input shapes: [1,224,224,3]2020-01-28 18:14:36.036130: I tensorflow/tools/benchmark/benchmark_model.cc:473] Input types: [float]2020-01-28 18:14:36.036447: I tensorflow/tools/benchmark/benchmark_model.cc:474] Output layers: [output:0]2020-01-28 18:14:36.036501: I tensorflow/tools/benchmark/benchmark_model.cc:475] Target layers: []2020-01-28 18:14:36.036584: I tensorflow/tools/benchmark/benchmark_model.cc:476] Num runs: [10]2020-01-28 18:14:36.036635: I tensorflow/tools/benchmark/benchmark_model.cc:477] Inter-inference delay (seconds): [-1.0]2020-01-28 18:14:36.036746: I tensorflow/tools/benchmark/benchmark_model.cc:478] Inter-benchmark delay (seconds): [-1.0]2020-01-28 18:14:36.036798: I tensorflow/tools/benchmark/benchmark_model.cc:480] Num threads: [-1]2020-01-28 18:14:36.036901: I tensorflow/tools/benchmark/benchmark_model.cc:481] Benchmark name: []2020-01-28 18:14:36.037007: I tensorflow/tools/benchmark/benchmark_model.cc:482] Output prefix: []2020-01-28 18:14:36.037114: I tensorflow/tools/benchmark/benchmark_model.cc:483] Show sizes: [0]2020-01-28 18:14:36.037163: I tensorflow/tools/benchmark/benchmark_model.cc:484] Warmup runs: [1]2020-01-28 18:14:36.037267: I tensorflow/tools/benchmark/benchmark_model.cc:251] Loading TensorFlow.2020-01-28 18:14:36.040333: I tensorflow/tools/benchmark/benchmark_model.cc:258] Got config, 0 devices2020-01-28 18:14:41.063077: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063328: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063422: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063510: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063598: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063685: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_VARIANT } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063770: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.063984: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064125: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064251: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064339: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064426: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064566: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064706: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTableV22020-01-28 18:14:41.064852: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.064995: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065138: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065281: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065424: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065566: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_VARIANT } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065708: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065849: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.065993: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066133: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066276: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066419: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066560: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066702: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableDenseHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableDenseHashTable2020-01-28 18:14:41.066849: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.066992: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067135: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067280: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067425: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067567: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067709: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067855: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.067998: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068141: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068410: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068556: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068698: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensorsV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensorsV22020-01-28 18:14:41.068844: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.068987: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069133: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069274: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069422: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069563: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069703: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069842: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.069985: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070128: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070271: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070409: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070555: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableOfTensors" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableOfTensors2020-01-28 18:14:41.070697: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.070843: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.070988: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071129: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071271: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071415: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_VARIANT } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071559: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071700: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071842: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.071982: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072125: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072347: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072491: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072634: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTableV22020-01-28 18:14:41.072778: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.072917: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073059: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073226: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073310: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073420: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_VARIANT } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073527: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073632: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073682: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073787: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.073951: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.074059: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.074227: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.074334: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "MutableHashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: MutableHashTable2020-01-28 18:14:41.074491: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTable" device_type: "CPU"') for unknown op: InitializeTable2020-01-28 18:14:41.074601: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTableV22020-01-28 18:14:41.074763: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTableV22020-01-28 18:14:41.074872: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTableV22020-01-28 18:14:41.074923: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTableV22020-01-28 18:14:41.075031: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTableV22020-01-28 18:14:41.075195: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: HashTableV22020-01-28 18:14:41.075301: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTableV22020-01-28 18:14:41.075460: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTableV22020-01-28 18:14:41.075568: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTableV22020-01-28 18:14:41.075731: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTableV22020-01-28 18:14:41.075838: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTableV22020-01-28 18:14:41.075947: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTableV22020-01-28 18:14:41.076052: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTableV22020-01-28 18:14:41.076156: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTableV22020-01-28 18:14:41.076225: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTableV2" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTableV22020-01-28 18:14:41.076332: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTable2020-01-28 18:14:41.076436: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTable2020-01-28 18:14:41.076598: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTable2020-01-28 18:14:41.076760: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTable2020-01-28 18:14:41.076922: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTable2020-01-28 18:14:41.077081: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_STRING } } } constraint { name: "value_dtype" allowed_values { list { type: DT_BOOL } } }') for unknown op: HashTable2020-01-28 18:14:41.077243: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTable2020-01-28 18:14:41.077405: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT64 } } }') for unknown op: HashTable2020-01-28 18:14:41.077512: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTable2020-01-28 18:14:41.077678: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTable2020-01-28 18:14:41.077782: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT64 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTable2020-01-28 18:14:41.077942: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_STRING } } }') for unknown op: HashTable2020-01-28 18:14:41.078102: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_INT32 } } }') for unknown op: HashTable2020-01-28 18:14:41.078263: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_FLOAT } } }') for unknown op: HashTable2020-01-28 18:14:41.078370: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "HashTable" device_type: "CPU" constraint { name: "key_dtype" allowed_values { list { type: DT_INT32 } } } constraint { name: "value_dtype" allowed_values { list { type: DT_DOUBLE } } }') for unknown op: HashTable2020-01-28 18:14:41.078525: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableImportV2" device_type: "CPU"') for unknown op: LookupTableImportV22020-01-28 18:14:41.078623: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableExportV2" device_type: "CPU"') for unknown op: LookupTableExportV22020-01-28 18:14:41.078667: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableExport" device_type: "CPU"') for unknown op: LookupTableExport2020-01-28 18:14:41.078762: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableSizeV2" device_type: "CPU"') for unknown op: LookupTableSizeV22020-01-28 18:14:41.078914: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableSize" device_type: "CPU"') for unknown op: LookupTableSize2020-01-28 18:14:41.079071: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableInsertV2" device_type: "CPU"') for unknown op: LookupTableInsertV22020-01-28 18:14:41.079226: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableInsert" device_type: "CPU"') for unknown op: LookupTableInsert2020-01-28 18:14:41.079405: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableFindV2" device_type: "CPU"') for unknown op: LookupTableFindV22020-01-28 18:14:41.079502: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableFind" device_type: "CPU"') for unknown op: LookupTableFind2020-01-28 18:14:41.079604: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableFromTextFileV2" device_type: "CPU"') for unknown op: InitializeTableFromTextFileV22020-01-28 18:14:41.079760: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableFromTextFile" device_type: "CPU"') for unknown op: InitializeTableFromTextFile2020-01-28 18:14:41.080135: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "EncodeProto" device_type: "CPU"') for unknown op: EncodeProto2020-01-28 18:14:41.080364: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "DecodeProtoV2" device_type: "CPU"') for unknown op: DecodeProtoV22020-01-28 18:14:41.080571: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: RightShift2020-01-28 18:14:41.080672: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: RightShift2020-01-28 18:14:41.080830: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: RightShift2020-01-28 18:14:41.080985: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: RightShift2020-01-28 18:14:41.081141: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: RightShift2020-01-28 18:14:41.081298: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: RightShift2020-01-28 18:14:41.081456: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: RightShift2020-01-28 18:14:41.081610: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "RightShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: RightShift2020-01-28 18:14:41.081944: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "InitializeTableV2" device_type: "CPU"') for unknown op: InitializeTableV22020-01-28 18:14:41.082068: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082168: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082326: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082481: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082640: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082797: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: LeftShift2020-01-28 18:14:41.082955: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: LeftShift2020-01-28 18:14:41.083112: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LeftShift" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: LeftShift2020-01-28 18:14:41.083572: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.083673: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.083829: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.083929: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084085: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084186: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084314: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084471: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseOr" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseOr2020-01-28 18:14:41.084618: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "LookupTableImport" device_type: "CPU"') for unknown op: LookupTableImport2020-01-28 18:14:41.084765: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.084865: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085019: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085193: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085295: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085395: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085496: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085540: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseXor" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseXor2020-01-28 18:14:41.085680: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: Invert2020-01-28 18:14:41.085784: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: Invert2020-01-28 18:14:41.085887: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: Invert2020-01-28 18:14:41.085936: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: Invert2020-01-28 18:14:41.086037: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: Invert2020-01-28 18:14:41.086198: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: Invert2020-01-28 18:14:41.086356: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: Invert2020-01-28 18:14:41.086513: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "Invert" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: Invert2020-01-28 18:14:41.086646: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT64 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.086746: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT32 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.086847: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.086891: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.086992: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.087093: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.087137: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.087238: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "BitwiseAnd" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: BitwiseAnd2020-01-28 18:14:41.087673: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT64 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.087835: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT32 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.087935: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT16 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.088039: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT16 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.088216: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_INT8 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.088322: E tensorflow/core/framework/op_kernel.cc:1197] OpKernel ('op: "PopulationCount" device_type: "CPU" constraint { name: "T" allowed_values { list { type: DT_UINT8 } } }') for unknown op: PopulationCount2020-01-28 18:14:41.187561: I tensorflow/tools/benchmark/benchmark_model.cc:496] Initialized session in 5.15021s2020-01-28 18:14:41.188718: I tensorflow/tools/benchmark/benchmark_model.cc:327] Running benchmark for max 1 iterations, max -1 seconds without detailed stat logging, with -1s sleep between inferences2020-01-28 18:14:43.187381: I tensorflow/tools/benchmark/benchmark_model.cc:361] count=1 curr=1997453
2020-01-28 18:14:45.809972: I tensorflow/tools/benchmark/benchmark_model.cc:327] Running benchmark for max 10 iterations, max 10 seconds with detailed stat logging, with -1s sleep between inferences2020-01-28 18:14:48.477759: I tensorflow/tools/benchmark/benchmark_model.cc:361] count=10 first=268194 curr=Software configuration266293 min=261888 max=268736 avg=265322 std=2219
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