0 AP for Object Detection in EfficientDet Jupyter Notebook

Accelerated Computing Intelligent Video Analytics TAO Toolkit
1

Please provide the following information when requesting support.

• Hardware (T4/V100/Xavier/Nano/etc) - Training on RTX 3090 single GPU
• Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) - EfficientDet
• TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) - 3.22.02

Hello Everyone,
I am trying to train an EfficientDet network for Object Detection in TAO. However, after training for 20 epochs my AP is 0.
Below are the type of files that I have used:

Example jpeg file -

000000
000000960×544 223 KB

Corresponding PASCAL VOC annotations -
000000.xml (475 Bytes)

I have a total of 150000 Training images and 4196 Test/Val images with a width of 960, height of 544

File used to create COCO JSON annotations -
convertor.py (5.4 KB)
Command -

python3 convertor.py /home/admin/tao-experiments/data/training_v6_coco_crowd/Annotations/ /home/admin/tao-experiments/data/training_v6_coco_crowd/training.json

File used to create TFRecords for training -
create_coco_tf_record_2.py (10.4 KB)
Command -

python3 create_coco_tf_record_2.py --logtostderr --train_image_dir=/home/admin/tao-experiments/data/training_v6_coco_crowd/images --val_image_dir=/home/admin/tao-experiments/data/training_v6_coco_crowd/images_testing --train_object_annotations_file=/home/admin/tao-experiments/data/training_v6_coco_crowd/training.json --val_object_annotations_file=/home/admin/tao-experiments/data/training_v6_coco_crowd/testing.json --output_dir=/home/admin/tao-experiments/data/tfrecords_efficientnet

Spec File for Training -

Screenshot at 2022-05-27 09-27-05
Screenshot at 2022-05-27 09-27-05887×700 133 KB

Evaluation Output after Training -

Screenshot at 2022-05-27 09-26-07
Screenshot at 2022-05-27 09-26-071260×681 127 KB

Terminal Output at the end of the Training:
Command -

admin@r500-212c12:~/tao-experiments/efficientdet/experiment_dir_unpruned$ tail -f log.json

Output -

Screenshot at 2022-05-27 09-38-56
Screenshot at 2022-05-27 09-38-561611×21 27.8 KB

I would like to know why I am getting 0 AP.
Looking forward to your replies

2

Could you please share the full training log?

3

Hi @Morganh,
Thank you for your reply. Unfortunately during the training, the Jupyter notebook tab on Firefox crashes so I do not have the full log but training is not affected because of this. I do have the initial stages of the log. It is as follows:

For multi-GPU, change --gpus based on your machine.
2022-05-27 07:48:32,725 [INFO] root: Registry: [‘nvcr.io’]
2022-05-27 07:48:32,845 [INFO] tlt.components.instance_handler.local_instance: Running command in container: nvcr.io/nvidia/tao/tao-toolkit-tf:v3.21.11-tf1.15.5-py3
2022-05-27 07:48:32,900 [WARNING] tlt.components.docker_handler.docker_handler:
Docker will run the commands as root. If you would like to retain your
local host permissions, please add the “user”:“UID:GID” in the
DockerOptions portion of the “/home/admin/.tao_mounts.json” file. You can obtain your
users UID and GID by using the “id -u” and “id -g” commands on the
terminal.
Using TensorFlow backend.
WARNING:tensorflow:Deprecation warnings have been disabled. Set TF_ENABLE_DEPRECATION_WARNINGS=1 to re-enable them.
Using TensorFlow backend.
Loading experiment spec at %s. /workspace/tao-experiments/efficientdet/specs/efficientdet_d1_train.txt
2022-05-27 07:48:39,549 [INFO] iva.efficientdet.utils.spec_loader: Merging specification from /workspace/tao-experiments/efficientdet/specs/efficientdet_d1_train.txt
2022-05-27 07:48:39,552 [INFO] root: [train] AMP is activated - Experiment Feature
2022-05-27 07:48:39,553 [INFO] root: Create EncryptCheckpointSaverHook.
2022-05-27 07:48:39,553 [INFO] root: Loading pretrained model…
2022-05-27 07:48:55,715 [INFO] root: Starting training cycle: 1, epoch: 0.
2022-05-27 07:49:00,475 [INFO] iva.efficientdet.models.det_model_fn: LR schedule method: cosine
2022-05-27 07:49:00,752 [INFO] iva.efficientdet.models.det_model_fn: clip gradients norm by 5.000000
2022-05-27 07:49:22,511 [WARNING] root: Checkpoint is missing variable [p6/kernel]
2022-05-27 07:49:22,511 [WARNING] root: Checkpoint is missing variable [p6/bias]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [p6_bn/gamma]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [p6_bn/beta]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [p6_bn/moving_mean]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [p6_bn/moving_variance]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [weighted_fusion_0_0/weighted_fusion_0_0]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_0/depthwise_kernel]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_0/pointwise_kernel]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_0/bias]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_0/gamma]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_0/beta]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_0/moving_mean]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_0/moving_variance]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0/kernel]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0/bias]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0_bn/gamma]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0_bn/beta]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0_bn/moving_mean]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0_bn/moving_variance]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [weighted_fusion_1_0/weighted_fusion_1_0]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_0/depthwise_kernel]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_0/pointwise_kernel]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_0/bias]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_0/gamma]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_0/beta]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_0/moving_mean]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_0/moving_variance]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0/kernel]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0/bias]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0_bn/gamma]
2022-05-27 07:49:22,512 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0_bn/beta]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0_bn/moving_mean]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0_bn/moving_variance]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [weighted_fusion_2_0/weighted_fusion_2_0]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_0/depthwise_kernel]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_0/pointwise_kernel]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_0/bias]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_0/gamma]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_0/beta]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_0/moving_mean]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_0/moving_variance]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0/kernel]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0/bias]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0_bn/gamma]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0_bn/beta]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0_bn/moving_mean]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0_bn/moving_variance]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [weighted_fusion_3_0/weighted_fusion_3_0]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_0/depthwise_kernel]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_0/pointwise_kernel]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_0/bias]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_0/gamma]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_0/beta]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_0/moving_mean]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_0/moving_variance]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0/kernel]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0/bias]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0_bn/gamma]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0_bn/beta]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0_bn/moving_mean]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0_bn/moving_variance]
2022-05-27 07:49:22,513 [WARNING] root: Checkpoint is missing variable [weighted_fusion_4_0/weighted_fusion_4_0]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_0/depthwise_kernel]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_0/pointwise_kernel]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_0/bias]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_0/gamma]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_0/beta]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_0/moving_mean]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_0/moving_variance]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0/kernel]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0/bias]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0_bn/gamma]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0_bn/beta]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0_bn/moving_mean]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0_bn/moving_variance]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [weighted_fusion_5_0/weighted_fusion_5_0]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_0/depthwise_kernel]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_0/pointwise_kernel]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_0/bias]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_0/gamma]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_0/beta]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_0/moving_mean]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_0/moving_variance]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [weighted_fusion_6_0/weighted_fusion_6_0]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_0/depthwise_kernel]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_0/pointwise_kernel]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_0/bias]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_0/gamma]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_0/beta]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_0/moving_mean]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_0/moving_variance]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [weighted_fusion_7_0/weighted_fusion_7_0]
2022-05-27 07:49:22,514 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_0/depthwise_kernel]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_0/pointwise_kernel]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_0/bias]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_0/gamma]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_0/beta]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_0/moving_mean]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_0/moving_variance]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [weighted_fusion_0_1/weighted_fusion_0_1]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_1/depthwise_kernel]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_1/pointwise_kernel]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_1/bias]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_1/gamma]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_1/beta]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_1/moving_mean]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_1/moving_variance]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [weighted_fusion_1_1/weighted_fusion_1_1]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_1/depthwise_kernel]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_1/pointwise_kernel]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_1/bias]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_1/gamma]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_1/beta]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_1/moving_mean]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_1/moving_variance]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [weighted_fusion_2_1/weighted_fusion_2_1]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_1/depthwise_kernel]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_1/pointwise_kernel]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_1/bias]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_1/gamma]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_1/beta]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_1/moving_mean]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_1/moving_variance]
2022-05-27 07:49:22,515 [WARNING] root: Checkpoint is missing variable [weighted_fusion_3_1/weighted_fusion_3_1]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_1/depthwise_kernel]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_1/pointwise_kernel]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_1/bias]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_1/gamma]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_1/beta]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_1/moving_mean]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_1/moving_variance]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [weighted_fusion_4_1/weighted_fusion_4_1]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_1/depthwise_kernel]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_1/pointwise_kernel]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_1/bias]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_1/gamma]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_1/beta]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_1/moving_mean]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_1/moving_variance]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [weighted_fusion_5_1/weighted_fusion_5_1]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_1/depthwise_kernel]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_1/pointwise_kernel]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_1/bias]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_1/gamma]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_1/beta]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_1/moving_mean]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_1/moving_variance]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [weighted_fusion_6_1/weighted_fusion_6_1]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_1/depthwise_kernel]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_1/pointwise_kernel]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_1/bias]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_1/gamma]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_1/beta]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_1/moving_mean]
2022-05-27 07:49:22,516 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_1/moving_variance]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [weighted_fusion_7_1/weighted_fusion_7_1]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_1/depthwise_kernel]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_1/pointwise_kernel]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_1/bias]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_1/gamma]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_1/beta]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_1/moving_mean]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_1/moving_variance]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [weighted_fusion_0_2/weighted_fusion_0_2]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_2/depthwise_kernel]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_2/pointwise_kernel]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_2/bias]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_2/gamma]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_2/beta]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_2/moving_mean]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_2/moving_variance]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [weighted_fusion_1_2/weighted_fusion_1_2]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_2/depthwise_kernel]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_2/pointwise_kernel]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_2/bias]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_2/gamma]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_2/beta]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_2/moving_mean]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_2/moving_variance]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [weighted_fusion_2_2/weighted_fusion_2_2]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_2/depthwise_kernel]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_2/pointwise_kernel]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_2/bias]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_2/gamma]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_2/beta]
2022-05-27 07:49:22,517 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_2/moving_mean]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_2/moving_variance]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [weighted_fusion_3_2/weighted_fusion_3_2]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_2/depthwise_kernel]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_2/pointwise_kernel]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_2/bias]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_2/gamma]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_2/beta]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_2/moving_mean]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_2/moving_variance]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [weighted_fusion_4_2/weighted_fusion_4_2]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_2/depthwise_kernel]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_2/pointwise_kernel]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_2/bias]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_2/gamma]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_2/beta]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_2/moving_mean]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_2/moving_variance]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [weighted_fusion_5_2/weighted_fusion_5_2]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_2/depthwise_kernel]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_2/pointwise_kernel]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_2/bias]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_2/gamma]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_2/beta]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_2/moving_mean]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_2/moving_variance]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [weighted_fusion_6_2/weighted_fusion_6_2]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_2/depthwise_kernel]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_2/pointwise_kernel]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_2/bias]
2022-05-27 07:49:22,518 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_2/gamma]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_2/beta]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_2/moving_mean]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_2/moving_variance]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [weighted_fusion_7_2/weighted_fusion_7_2]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_2/depthwise_kernel]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_2/pointwise_kernel]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_2/bias]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_2/gamma]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_2/beta]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_2/moving_mean]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_2/moving_variance]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-0/depthwise_kernel]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-0/pointwise_kernel]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-0/bias]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-0-bn-3/gamma]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-0-bn-3/beta]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-0-bn-3/moving_mean]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-0-bn-3/moving_variance]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-1/depthwise_kernel]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-1/pointwise_kernel]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-1/bias]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-1-bn-3/gamma]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-1-bn-3/beta]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-1-bn-3/moving_mean]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-1-bn-3/moving_variance]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-2/depthwise_kernel]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-2/pointwise_kernel]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-2/bias]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-2-bn-3/gamma]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-2-bn-3/beta]
2022-05-27 07:49:22,519 [WARNING] root: Checkpoint is missing variable [class-2-bn-3/moving_mean]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-3/moving_variance]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-predict/depthwise_kernel]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-predict/pointwise_kernel]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-predict/bias]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-4/gamma]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-4/beta]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-4/moving_mean]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-4/moving_variance]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-1-bn-4/gamma]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-1-bn-4/beta]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-1-bn-4/moving_mean]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-1-bn-4/moving_variance]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-4/gamma]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-4/beta]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-4/moving_mean]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-4/moving_variance]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-5/gamma]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-5/beta]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-5/moving_mean]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-5/moving_variance]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-1-bn-5/gamma]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-1-bn-5/beta]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-1-bn-5/moving_mean]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-1-bn-5/moving_variance]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-5/gamma]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-5/beta]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-5/moving_mean]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-2-bn-5/moving_variance]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-6/gamma]
2022-05-27 07:49:22,520 [WARNING] root: Checkpoint is missing variable [class-0-bn-6/beta]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-0-bn-6/moving_mean]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-0-bn-6/moving_variance]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-1-bn-6/gamma]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-1-bn-6/beta]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-1-bn-6/moving_mean]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-1-bn-6/moving_variance]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-2-bn-6/gamma]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-2-bn-6/beta]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-2-bn-6/moving_mean]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-2-bn-6/moving_variance]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-0-bn-7/gamma]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-0-bn-7/beta]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-0-bn-7/moving_mean]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-0-bn-7/moving_variance]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-1-bn-7/gamma]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-1-bn-7/beta]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-1-bn-7/moving_mean]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-1-bn-7/moving_variance]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-2-bn-7/gamma]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-2-bn-7/beta]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-2-bn-7/moving_mean]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [class-2-bn-7/moving_variance]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-0/depthwise_kernel]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-0/pointwise_kernel]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-0/bias]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-0-bn-3/gamma]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-0-bn-3/beta]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-0-bn-3/moving_mean]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-0-bn-3/moving_variance]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-1/depthwise_kernel]
2022-05-27 07:49:22,521 [WARNING] root: Checkpoint is missing variable [box-1/pointwise_kernel]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1/bias]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1-bn-3/gamma]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1-bn-3/beta]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1-bn-3/moving_mean]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1-bn-3/moving_variance]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2/depthwise_kernel]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2/pointwise_kernel]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2/bias]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2-bn-3/gamma]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2-bn-3/beta]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2-bn-3/moving_mean]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2-bn-3/moving_variance]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-predict/depthwise_kernel]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-predict/pointwise_kernel]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-predict/bias]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-0-bn-4/gamma]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-0-bn-4/beta]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-0-bn-4/moving_mean]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-0-bn-4/moving_variance]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1-bn-4/gamma]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1-bn-4/beta]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1-bn-4/moving_mean]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-1-bn-4/moving_variance]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2-bn-4/gamma]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2-bn-4/beta]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2-bn-4/moving_mean]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-2-bn-4/moving_variance]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-0-bn-5/gamma]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-0-bn-5/beta]
2022-05-27 07:49:22,522 [WARNING] root: Checkpoint is missing variable [box-0-bn-5/moving_mean]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-5/moving_variance]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-5/gamma]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-5/beta]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-5/moving_mean]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-5/moving_variance]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-5/gamma]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-5/beta]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-5/moving_mean]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-5/moving_variance]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-6/gamma]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-6/beta]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-6/moving_mean]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-6/moving_variance]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-6/gamma]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-6/beta]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-6/moving_mean]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-6/moving_variance]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-6/gamma]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-6/beta]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-6/moving_mean]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-6/moving_variance]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-7/gamma]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-7/beta]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-7/moving_mean]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-0-bn-7/moving_variance]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-7/gamma]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-7/beta]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-7/moving_mean]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-1-bn-7/moving_variance]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-7/gamma]
2022-05-27 07:49:22,523 [WARNING] root: Checkpoint is missing variable [box-2-bn-7/beta]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [box-2-bn-7/moving_mean]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [box-2-bn-7/moving_variance]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [current_loss_scale]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [good_steps]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [class-1-bn-7/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block2a_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block5b_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_2/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [class-0-bn-6/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [stem_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block3b_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_2/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [p6_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_2/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block2a_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block4b_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block5b_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block6c_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_0/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_2/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [class-2-bn-4/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [box-1-bn-6/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block6c_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_0/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [box-1-bn-7/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block5a_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block4b_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,524 [WARNING] root: Checkpoint is missing variable [block4c_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block6b_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block7a_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [class-1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block6c_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_1/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [box-1-bn-3/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block6a_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block2b_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block4b_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block4b_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block6d_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_2/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [class-0-bn-5/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [class-1-bn-7/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block2a_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block2b_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block3b_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block5a_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block6c_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block6c_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block6d_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [weighted_fusion_3_2/weighted_fusion_3_2/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block7a_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_0/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [block2b_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,525 [WARNING] root: Checkpoint is missing variable [weighted_fusion_7_1/weighted_fusion_7_1/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [box-1-bn-4/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block2b_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block4c_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block5c_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_1/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [box-0-bn-5/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [box-0-bn-6/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block5a_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block5a_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block6a_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block6b_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [weighted_fusion_0_0/weighted_fusion_0_0/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_2/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [box-0-bn-3/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block6a_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block4c_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block5a_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block6a_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block6d_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block7a_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_1/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_1/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [class-0-bn-7/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block4a_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block1a_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block1a_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,526 [WARNING] root: Checkpoint is missing variable [block4a_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block5b_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_0/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_2/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [box-1-bn-5/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block3b_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [weighted_fusion_6_0/weighted_fusion_6_0/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block1a_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block2b_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block4a_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block6b_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [class-1-bn-3/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [box-0/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_0/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_0/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block2a_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block5b_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block5b_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block6c_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [box-2/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block2a_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [class-2-bn-5/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [class-0-bn-6/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block2a_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block4b_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block5b_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block5c_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,527 [WARNING] root: Checkpoint is missing variable [block7a_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block3a_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_1/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [class-2-bn-4/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [box-0-bn-4/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [box-1-bn-6/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block4b_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [weighted_fusion_1_1/weighted_fusion_1_1/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_2/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [box-2-bn-7/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [class-2-bn-6/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block6d_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_0/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block2b_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block3a_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block4b_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block6a_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [class-0-bn-5/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [class-1-bn-7/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block2b_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_2/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [class-0-bn-5/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block4a_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block5a_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block5c_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block6c_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [block6d_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,528 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_0/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [class-0-bn-4/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [class-1-bn-6/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block2b_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [box-1-bn-4/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block2a_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block3b_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block6d_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_0/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [class-2-bn-3/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_0/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block5a_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block6a_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [weighted_fusion_1_0/weighted_fusion_1_0/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_2/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_2/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block5a_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block6b_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_2/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_0/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [class-1-bn-4/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block3b_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block5a_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block7a_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_1/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_1/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [box-2-bn-3/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,529 [WARNING] root: Checkpoint is missing variable [block2b_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block3a_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block6a_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block1a_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block2a_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block5b_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block6b_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_0/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_0/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [class-1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [stem_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block1a_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block4a_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block1a_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block4a_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block4b_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [class-1-bn-3/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [box-0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [box-2-bn-6/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block6b_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [class-1-bn-5/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block2a_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block4c_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block5b_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block6c_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [box-2-bn-7/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [block5b_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_1/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_2/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,530 [WARNING] root: Checkpoint is missing variable [box-1-bn-5/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block5b_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block7a_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [class-predict/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block4b_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block6c_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_0/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block4a_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [class-0-bn-4/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [class-1-bn-6/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block4b_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block6a_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [weighted_fusion_2_2/weighted_fusion_2_2/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [box-2-bn-4/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block6d_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [class-2-bn-4/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [class-0-bn-5/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [class-1-bn-7/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [class-0-bn-3/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block5a_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_1/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_2/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_2/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [weighted_fusion_5_2/weighted_fusion_5_2/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [box-2-bn-5/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block5a_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [block6d_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [box-1-bn-7/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,531 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_0/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block6d_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_2/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [class-1-bn-5/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [class-2-bn-7/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block2b_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block4b_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_2/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [box-1-bn-4/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block5c_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block1a_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block3a_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_0/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_0/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [weighted_fusion_2_0/weighted_fusion_2_0/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [box-2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block2a_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [class-0-bn-6/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block5c_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block7a_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_1/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [box-2-bn-3/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block4a_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block5a_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_1/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block2a_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block5b_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,532 [WARNING] root: Checkpoint is missing variable [block6b_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_0/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [weighted_fusion_4_1/weighted_fusion_4_1/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [class-0/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block5b_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block5c_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_0/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_2/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [box-1-bn-4/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block3b_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [p6/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [weighted_fusion_0_1/weighted_fusion_0_1/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_1/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [box-2-bn-6/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block1a_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block5c_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block6b_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_1/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [class-1-bn-3/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [box-0-bn-3/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block3b_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block4c_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_0/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block2a_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block2a_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block2b_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [block6c_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_2/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,533 [WARNING] root: Checkpoint is missing variable [box-2-bn-7/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block4b_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [stem_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block4c_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_2/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_2/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block5b_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [box-1-bn-6/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block2b_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block4a_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block5a_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block6b_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [class-0-bn-4/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [class-1-bn-6/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [box-0-bn-3/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [top_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [weighted_fusion_7_2/weighted_fusion_7_2/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [box-2/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [box-0-bn-7/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block4b_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block6a_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block6a_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [box-0-bn-6/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_1/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [box-2-bn-5/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block1a_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [block4a_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,534 [WARNING] root: Checkpoint is missing variable [top_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_2/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [box-1-bn-5/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block6a_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block6d_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_2/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_2/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [class-0-bn-3/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [class-1-bn-5/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [class-2-bn-7/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [bifpn0_2_10_0_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [class-2-bn-3/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block3a_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block3a_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block4a_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block6c_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_0/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [weighted_fusion_3_0/weighted_fusion_3_0/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_1/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_2/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [box-1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [box-0-bn-6/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [class-0-bn-3/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block3a_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block5c_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block6d_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [weighted_fusion_6_1/weighted_fusion_6_1/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [class-predict/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,535 [WARNING] root: Checkpoint is missing variable [block7a_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_1/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [class-0-bn-7/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [box-2-bn-3/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block5a_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block5c_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_0/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_0/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [class-1-bn-4/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [class-2-bn-6/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [box-predict/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block3a_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block4b_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block4c_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block6b_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block6c_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [p6/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_1/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [box-2-bn-4/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block6b_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block6d_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_0/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_1/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [class-2-bn-6/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block3b_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block4b_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block4c_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block6c_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_0/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [weighted_fusion_1_2/weighted_fusion_1_2/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,536 [WARNING] root: Checkpoint is missing variable [block6d_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block3b_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block4c_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block4c_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block6b_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block7a_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [weighted_fusion_5_0/weighted_fusion_5_0/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [class-1-bn-3/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block6d_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block7a_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [p6_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_0/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [box-2-bn-4/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block6c_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block3a_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_1/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_2/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [box-1-bn-3/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [box-0-bn-7/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block5a_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [box-2-bn-6/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_0/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block6b_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [block6d_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [weighted_fusion_4_0/weighted_fusion_4_0/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,537 [WARNING] root: Checkpoint is missing variable [class-0/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_1/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [box-2-bn-5/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_2/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block2a_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block3a_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block5a_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block7a_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [top_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_0/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_2/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_2/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [class-0-bn-3/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block3a_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block5c_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block6c_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_0/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [weighted_fusion_7_0/weighted_fusion_7_0/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_1/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [box-0-bn-6/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block5b_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [bifpn0_1_9_0_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block1a_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block2b_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block3a_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block5c_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block6a_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [block6b_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,538 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block5b_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block5c_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block5c_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block6a_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn_bn_2_0/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_0/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_0/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [class-1-bn-4/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [class-2-bn-6/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [class-0-bn-7/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_1/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [class-1-bn-4/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_2/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block3b_expand_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block4c_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block5b_project_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block6c_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [weighted_fusion_3_1/weighted_fusion_3_1/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [class-2/depthwise_kernel/ExponentialMovingAverage]

4

Hi @Morganh,
Continued Log

2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_1/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_1/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [box-2-bn-3/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block3b_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block4a_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block4c_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [block6d_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_0/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,539 [WARNING] root: Checkpoint is missing variable [box-0-bn-4/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block7a_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block7a_project_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block3b_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block3b_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block4a_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block4c_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block6b_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block7a_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [class-predict/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [class-2-bn-5/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block4c_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block7a_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [p6_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_0/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [bifpn_bn_1_2/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [box-1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_2/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [box-2-bn-7/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_0/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_1/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [stem_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_2/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [box-1-bn-3/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [box-0-bn-7/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block2a_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [block6d_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_2/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,540 [WARNING] root: Checkpoint is missing variable [class-0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [class-2-bn-3/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block4a_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_0/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [class-0-bn-4/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [class-1-bn-6/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [class-2-bn-7/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block2a_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block3a_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block4b_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [top_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_0/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_2/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [box-predict/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [box-0-bn-5/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block2b_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block3a_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block5a_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block5c_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_0/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [weighted_fusion_4_2/weighted_fusion_4_2/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block6c_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_1/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [box-2-bn-6/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block2b_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block5c_project_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [block6b_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,541 [WARNING] root: Checkpoint is missing variable [weighted_fusion_0_2/weighted_fusion_0_2/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_2/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block3a_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_2/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [class-2-bn-5/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [class-0-bn-7/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_0/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block1a_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block4a_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block5c_se_expand/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block6a_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block6c_se_reduce/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_1_2/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_5_0/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_6_1/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block3b_expand_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block4b_expand_conv/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block4c_dwconv/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block6a_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [bifpn0_2_6_0_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_2_2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [box-1-bn-7/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,542 [WARNING] root: Checkpoint is missing variable [block1a_project_bn/moving_variance/ExponentialMovingAverage]
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2022-05-27 07:49:22,543 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_0/moving_mean/ExponentialMovingAverage]
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2022-05-27 07:49:22,544 [WARNING] root: Checkpoint is missing variable [box-2-bn-5/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,544 [WARNING] root: Checkpoint is missing variable [block5b_bn/moving_variance/ExponentialMovingAverage]
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2022-05-27 07:49:22,544 [WARNING] root: Checkpoint is missing variable [block5c_expand_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,544 [WARNING] root: Checkpoint is missing variable [bifpn_bn_6_1/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,544 [WARNING] root: Checkpoint is missing variable [block2b_project_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [block3a_expand_bn/gamma/ExponentialMovingAverage]
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2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [bifpn_bn_4_2/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [class-1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [class-2/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [block5c_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [block6b_bn/moving_mean/ExponentialMovingAverage]
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2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_1/gamma/ExponentialMovingAverage]
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2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_0/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [bifpn_bn_5_2/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [weighted_fusion_5_1/weighted_fusion_5_1/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [block5a_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [block6a_bn/beta/ExponentialMovingAverage]
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2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [bifpn0_1_7_0_bn/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [bifpn0_0_8_0_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_4_0/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_3_1/depthwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_7_2/pointwise_kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [box-0-bn-3/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,545 [WARNING] root: Checkpoint is missing variable [block4a_se_expand/kernel/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [block5b_expand_conv/kernel/ExponentialMovingAverage]
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2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [bifpn_bn_7_0/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [block3b_project_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [block6d_bn/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [box-0-bn-4/moving_mean/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [box-2-bn-4/moving_variance/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [bifpn_bn_0_2/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [block1a_bn/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [block4a_project_bn/gamma/ExponentialMovingAverage]
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2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [block7a_se_reduce/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [after_combine_dw_conv_0_1/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [bifpn_bn_3_1/beta/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [box-predict/bias/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [box-1-bn-5/gamma/ExponentialMovingAverage]
2022-05-27 07:49:22,546 [WARNING] root: Checkpoint is missing variable [block4c_expand_bn/moving_variance/ExponentialMovingAverage]
2022-05-27 07:50:01,807 [INFO] root: Saving checkpoints for 0 into /workspace/tao-experiments/efficientdet/experiment_dir_unpruned/model.step-0.tlt.
[GPU 00] Restoring pretrained weights (309 Tensors)
2022-05-27 07:50:04,167 [INFO] root: Pretrained weights loaded with success…

DLL 2022-05-27 07:50:54.660820 - 0 global step : 1 epoch : 1 learning_rate : 5e-05 total_loss : 12.614053
DLL 2022-05-27 07:50:59.937686 - 1 global step : 2 epoch : 1 learning_rate : 5.1066134e-05 total_loss : 12.601664
DLL 2022-05-27 07:51:00.117470 - 2 global step : 3 epoch : 1 learning_rate : 5.2132265e-05 total_loss : 12.605514
DLL 2022-05-27 07:51:00.300473 - 3 global step : 4 epoch : 1 learning_rate : 5.3198397e-05 total_loss : 12.602641
DLL 2022-05-27 07:51:00.471709 - 4 global step : 5 epoch : 1 learning_rate : 5.4264532e-05 total_loss : 12.582895
DLL 2022-05-27 07:51:00.640339 - 5 global step : 6 epoch : 1 learning_rate : 5.5330667e-05 total_loss : 12.585384
DLL 2022-05-27 07:51:00.812248 - 6 global step : 7 epoch : 1 learning_rate : 5.63968e-05 total_loss : 12.565696
DLL 2022-05-27 07:51:00.977853 - 7 global step : 8 epoch : 1 learning_rate : 5.746293e-05 total_loss : 12.551231
DLL 2022-05-27 07:51:01.149440 - 8 global step : 9 epoch : 1 learning_rate : 5.8529065e-05 total_loss : 12.545222
DLL 2022-05-27 07:51:01.322891 - 9 global step : 10 epoch : 1 learning_rate : 5.95952e-05 total_loss : 12.520407
DLL 2022-05-27 07:51:01.492560 - 10 global step : 11 epoch : 1 learning_rate : 6.0661332e-05 total_loss : 12.503775
DLL 2022-05-27 07:51:01.663006 - 11 global step : 12 epoch : 1 learning_rate : 6.172746e-05 total_loss : 12.511693
DLL 2022-05-27 07:51:01.829810 - 12 global step : 13 epoch : 1 learning_rate : 6.2793595e-05 total_loss : 12.48138
DLL 2022-05-27 07:51:02.004184 - 13 global step : 14 epoch : 1 learning_rate : 6.3859734e-05 total_loss : 12.449437
DLL 2022-05-27 07:51:02.174663 - 14 global step : 15 epoch : 1 learning_rate : 6.4925865e-05 total_loss : 12.439255
DLL 2022-05-27 07:51:02.344921 - 15 global step : 16 epoch : 1 learning_rate : 6.5992e-05 total_loss : 12.407735
DLL 2022-05-27 07:51:02.512849 - 16 global step : 17 epoch : 1 learning_rate : 6.7058136e-05 total_loss : 12.398044
DLL 2022-05-27 07:51:02.681689 - 17 global step : 18 epoch : 1 learning_rate : 6.812427e-05 total_loss : 12.378568
DLL 2022-05-27 07:51:02.852838 - 18 global step : 19 epoch : 1 learning_rate : 6.91904e-05 total_loss : 12.354723
DLL 2022-05-27 07:51:03.023430 - 19 global step : 20 epoch : 1 learning_rate : 7.025653e-05 total_loss : 12.33301
DLL 2022-05-27 07:51:03.193519 - 20 global step : 21 epoch : 1 learning_rate : 7.132266e-05 total_loss : 12.311081
DLL 2022-05-27 07:51:03.364507 - 21 global step : 22 epoch : 1 learning_rate : 7.23888e-05 total_loss : 12.27292
DLL 2022-05-27 07:51:03.535738 - 22 global step : 23 epoch : 1 learning_rate : 7.345493e-05 total_loss : 12.254871
DLL 2022-05-27 07:51:03.708811 - 23 global step : 24 epoch : 1 learning_rate : 7.4521064e-05 total_loss : 12.224775
DLL 2022-05-27 07:51:03.880762 - 24 global step : 25 epoch : 1 learning_rate : 7.55872e-05 total_loss : 12.191686
DLL 2022-05-27 07:51:04.052785 - 25 global step : 26 epoch : 1 learning_rate : 7.6653334e-05 total_loss : 12.173497
DLL 2022-05-27 07:51:04.222198 - 26 global step : 27 epoch : 1 learning_rate : 7.7719465e-05 total_loss : 12.151499
DLL 2022-05-27 07:51:04.392999 - 27 global step : 28 epoch : 1 learning_rate : 7.87856e-05 total_loss : 12.118233
DLL 2022-05-27 07:51:04.566658 - 28 global step : 29 epoch : 1 learning_rate : 7.985173e-05 total_loss : 12.099095
DLL 2022-05-27 07:51:04.739468 - 29 global step : 30 epoch : 1 learning_rate : 8.091786e-05 total_loss : 12.0526705
DLL 2022-05-27 07:51:04.910271 - 30 global step : 31 epoch : 1 learning_rate : 8.1984e-05 total_loss : 12.02128
DLL 2022-05-27 07:51:05.078221 - 31 global step : 32 epoch : 1 learning_rate : 8.305014e-05 total_loss : 12.009877
DLL 2022-05-27 07:51:05.246181 - 32 global step : 33 epoch : 1 learning_rate : 8.411627e-05 total_loss : 11.962633
DLL 2022-05-27 07:51:05.417212 - 33 global step : 34 epoch : 1 learning_rate : 8.51824e-05 total_loss : 11.945637
DLL 2022-05-27 07:51:05.577888 - 34 global step : 35 epoch : 1 learning_rate : 8.624853e-05 total_loss : 11.920083
DLL 2022-05-27 07:51:05.748762 - 35 global step : 36 epoch : 1 learning_rate : 8.7314664e-05 total_loss : 11.874315
DLL 2022-05-27 07:51:05.923529 - 36 global step : 37 epoch : 1 learning_rate : 8.8380795e-05 total_loss : 11.847792
DLL 2022-05-27 07:51:06.096403 - 37 global step : 38 epoch : 1 learning_rate : 8.944693e-05 total_loss : 11.81772
DLL 2022-05-27 07:51:06.263665 - 38 global step : 39 epoch : 1 learning_rate : 9.0513066e-05 total_loss : 11.774269
DLL 2022-05-27 07:51:06.432178 - 39 global step : 40 epoch : 1 learning_rate : 9.1579204e-05 total_loss : 11.744322
DLL 2022-05-27 07:51:06.595366 - 40 global step : 41 epoch : 1 learning_rate : 9.2645336e-05 total_loss : 11.714701
DLL 2022-05-27 07:51:06.769903 - 41 global step : 42 epoch : 1 learning_rate : 9.371147e-05 total_loss : 11.674706
DLL 2022-05-27 07:51:06.940375 - 42 global step : 43 epoch : 1 learning_rate : 9.47776e-05 total_loss : 11.638766
DLL 2022-05-27 07:51:07.110991 - 43 global step : 44 epoch : 1 learning_rate : 9.584373e-05 total_loss : 11.614208
DLL 2022-05-27 07:51:07.277881 - 44 global step : 45 epoch : 1 learning_rate : 9.690986e-05 total_loss : 11.577639
DLL 2022-05-27 07:51:07.448211 - 45 global step : 46 epoch : 1 learning_rate : 9.797599e-05 total_loss : 11.560728
DLL 2022-05-27 07:51:07.617894 - 46 global step : 47 epoch : 1 learning_rate : 9.904213e-05 total_loss : 11.505438
DLL 2022-05-27 07:51:07.786873 - 47 global step : 48 epoch : 1 learning_rate : 0.00010010827 total_loss : 11.485477
DLL 2022-05-27 07:51:07.955766 - 48 global step : 49 epoch : 1 learning_rate : 0.0001011744 total_loss : 11.429289
DLL 2022-05-27 07:51:08.117564 - 49 global step : 50 epoch : 1 learning_rate : 0.000102240534 total_loss : 11.411982
DLL 2022-05-27 07:51:08.286046 - 50 global step : 51 epoch : 1 learning_rate : 0.000103306666 total_loss : 11.359535
DLL 2022-05-27 07:51:08.456515 - 51 global step : 52 epoch : 1 learning_rate : 0.0001043728 total_loss : 11.329867
DLL 2022-05-27 07:51:08.629979 - 52 global step : 53 epoch : 1 learning_rate : 0.00010543893 total_loss : 11.293631
DLL 2022-05-27 07:51:08.803987 - 53 global step : 54 epoch : 1 learning_rate : 0.00010650506 total_loss : 11.248745
DLL 2022-05-27 07:51:08.973792 - 54 global step : 55 epoch : 1 learning_rate : 0.0001075712 total_loss : 11.209926
DLL 2022-05-27 07:51:09.140652 - 55 global step : 56 epoch : 1 learning_rate : 0.00010863734 total_loss : 11.17549
DLL 2022-05-27 07:51:09.307807 - 56 global step : 57 epoch : 1 learning_rate : 0.00010970347 total_loss : 11.126373
DLL 2022-05-27 07:51:09.481753 - 57 global step : 58 epoch : 1 learning_rate : 0.0001107696 total_loss : 11.099674
DLL 2022-05-27 07:51:09.650260 - 58 global step : 59 epoch : 1 learning_rate : 0.00011183573 total_loss : 11.107055
DLL 2022-05-27 07:51:09.817889 - 59 global step : 60 epoch : 1 learning_rate : 0.000112901864 total_loss : 11.028662
DLL 2022-05-27 07:51:09.989573 - 60 global step : 61 epoch : 1 learning_rate : 0.000113967995 total_loss : 10.971997
DLL 2022-05-27 07:51:10.159366 - 61 global step : 62 epoch : 1 learning_rate : 0.00011503413 total_loss : 10.956026
DLL 2022-05-27 07:51:10.324449 - 62 global step : 63 epoch : 1 learning_rate : 0.00011610027 total_loss : 10.925313
DLL 2022-05-27 07:51:10.493473 - 63 global step : 64 epoch : 1 learning_rate : 0.000117166404 total_loss : 10.869756
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5

Did you ever run default jupyter notebook successfully without any change?

6

Hi @Morganh,
I made a duplicate copy of the jupyter notebook, and made changes only by setting up env variables. Rest everything remained the same.

7

Could you run evaluation against the last epoch?

8

Hi @Morganh ,
I guess I am running the evaluation against the last epoch. I am using the following commands for evaluation

%env NUM_STEP=300000
!tao efficientdet evaluate -e $SPECS_DIR/efficientdet_d1_train.txt \
                           -m $USER_EXPERIMENT_DIR/experiment_dir_unpruned_d0/model.step-$NUM_STEP.tlt \
                           -k $KEY

Output:

Screenshot at 2022-05-30 10-49-42
Screenshot at 2022-05-30 10-49-421230×687 128 KB

Is there any other way to perform the evaluation?

9

Is it the last one? You can run "ls -rlt $USER_EXPERIMENT_DIR/experiment_dir_unpruned_d0/ " to check.

10

Hi @Morganh ,
This is the output of the command

-rw-r--r-- 1 root root 41036321 Mai 26 09:49 graph.pbtxt
-rw-r--r-- 1 root root 73503083 Mai 26 09:49 model.step-0.tlt
-rw-r--r-- 1 root root 73503175 Mai 26 14:00 model.step-75000.tlt
-rw-r--r-- 1 root root 73503166 Mai 26 18:10 model.step-150000.tlt
-rw-r--r-- 1 root root 73503167 Mai 26 22:20 model.step-225000.tlt
-rw-r--r-- 1 root root   223109 Mai 26 22:21 graph.json
-rw-r--r-- 1 root root 73503167 Mai 27 02:29 model.step-300000.tlt
-rw-r--r-- 1 root root 80251802 Mai 27 02:29 events.out.tfevents.1653558551.d46547bcfcc3
-rw-r--r-- 1 root root 75866858 Mai 27 02:29 log.json
11

Hello @Morganh,
I would like to inform you that I have solved the problem. The main issue was that while creating the TFRecords, I was providing the absolute values of the BBoxes, and it requires the BBox values to be normalized between (0,1).

12

Thanks for the info. Glad to know it is fixed.

13

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