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Copy pathRunning training and evaluation of Mask RCNN on google ai platform
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Running training and evaluation of Mask RCNN on google ai platform
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######################################################################################################
Linux
######################################################################################################
########### Training ##########
gcloud ai-platform jobs submit training segmentation_maskrcnn_test_0 \
--runtime-version 2.1 \
--python-version 3.7 \
--job-dir=gs://image-segmentation-bucket/training_process \
--package-path ./object_detection \
--module-name object_detection.model_main_tf2 \
--region us-central1 \
--scale-tier CUSTOM \
--master-machine-type n1-highcpu-32 \
--master-accelerator count=8,type=nvidia-tesla-k80 \
-- \
--model_dir=gs://image-segmentation-bucket/training_process \
--pipeline_config_path=gs://image-segmentation-bucket/mask_rcnn_inception_resnet_v2_1024x1024_coco17_gpu-8-cloud.config
######### Evaluation ##########
gcloud ai-platform jobs submit training segmentation_maskrcnn_eval_test_0 \
--runtime-version 2.1 \
--python-version 3.7 \
--job-dir=gs://image-segmentation-bucket/training_process \
--package-path ./object_detection \
--module-name object_detection.model_main_tf2 \
--region us-central1 \
--scale-tier BASIC_GPU \
-- \
--model_dir=gs://image-segmentation-bucket/training_process \
--pipeline_config_path=gs://image-segmentation-bucket/mask_rcnn_inception_resnet_v2_1024x1024_coco17_gpu-8-cloud.config \
--checkpoint_dir=gs://image-segmentation-bucket/training_process
######################################################################################################
Windows
######################################################################################################
########### Training ##########
gcloud ai-platform jobs submit training segmentation_maskrcnn_test_0 ^
--runtime-version 2.1 ^
--python-version 3.7 ^
--job-dir=gs://image-segmentation-bucket/training_process ^
--package-path ./object_detection ^
--module-name object_detection.model_main_tf2 ^
--region us-central1 ^
--scale-tier CUSTOM ^
--master-machine-type n1-highcpu-32 ^
--master-accelerator count=8,type=nvidia-tesla-k80 ^
-- ^
--model_dir=gs://image-segmentation-bucket/training_process ^
--pipeline_config_path=gs://image-segmentation-bucket/mask_rcnn_inception_resnet_v2_1024x1024_coco17_gpu-8-cloud.config
######### Evaluation ##########
gcloud ai-platform jobs submit training segmentation_maskrcnn_eval_test_0 ^
--runtime-version 2.1 ^
--python-version 3.7 ^
--job-dir=gs://image-segmentation-bucket/training_process ^
--package-path ./object_detection ^
--module-name object_detection.model_main_tf2 ^
--region us-central1 ^
--scale-tier BASIC_GPU ^
-- ^
--model_dir=gs://image-segmentation-bucket/training_process ^
--pipeline_config_path=gs://image-segmentation-bucket/mask_rcnn_inception_resnet_v2_1024x1024_coco17_gpu-8-cloud.config ^
--checkpoint_dir=gs://image-segmentation-bucket/training_process