I running in WSL environment
I am doing the efficientdet using the tutorial given in gettingstarted package. I face an issue when running the code below
# convert training data to TFRecords
!sed -i "s|DATADIR|$DATA_DOWNLOAD_DIR|g" $LOCAL_SPECS_DIR/spec_train.yaml
!tao efficientdet_tf2 dataset_convert -e $SPECS_DIR/spec_train.yaml dataset_convert.results_dir=$DATA_DOWNLOAD_DIR
I get the error below:
Error merging 'spec_train.yaml' with schema
Key 'dataset' not in 'ExperimentConfig'
full_key: dataset
object_type=ExperimentConfig
or
DatasetConvertConfig no key result_dir
I did change the the command parameter and directory. And I not sure why it keep saying error, I had checked there is key in yaml file.
I have another question here, what is the ExperimentConfig and DatasetConvertConfig mean. Is it from tao toolkit. Perhaps I can get some guideline to resolve the issue.
Morganh
September 28, 2023, 7:08am
2
Can you share spec_train.yaml?
Here is the SPECS_DIR/spec_train.yaml
dataset_convert:
image_dir: '/mnt/c/Users/Meta/Desktop/workspace/tao-experiments/data/raw-data/train2017/'
annotations_file: '/mnt/c/Users/Meta/Desktop/workspace/tao-experiments/data/raw-data/annotations/instances_train2017.json'
tag: 'train'
num_shards: 256
include_masks: True
dataset:
augmentation:
rand_hflip: True
random_crop_min_scale: 0.1
random_crop_max_scale: 2
loader:
prefetch_size: 4
shuffle_file: False
shuffle_buffer: 10000
cycle_length: 32
block_length: 16
max_instances_per_image: 100
skip_crowd_during_training: True
num_classes: 91
train_tfrecords:
- '/mnt/c/Users/Meta/Desktop/workspace/tao-experiments/data/train-*'
val_tfrecords:
- '/mnt/c/Users/Meta/Desktop/workspace/tao-experiments/data/val-*'
val_json_file: '/mnt/c/Users/Meta/Desktop/workspace/tao-experiments/data/raw-data/annotations/instances_val2017.json'
train:
optimizer:
name: 'sgd'
momentum: 0.9
lr_schedule:
name: 'cosine'
warmup_epoch: 5
warmup_init: 0.0001
learning_rate: 0.2
amp: True
checkpoint: "/workspace/tao-experiments/efficientdet_tf2/pretrained_efficientdet_tf2_vefficientnet_b0"
num_examples_per_epoch: 100
moving_average_decay: 0.999
batch_size: 20
checkpoint_interval: 5
l2_weight_decay: 0.00004
l1_weight_decay: 0.0
clip_gradients_norm: 10.0
image_preview: True
qat: False
random_seed: 42
pruned_model_path: ''
num_epochs: 20
model:
name: 'efficientdet-d0'
input_width: 512
input_height: 512
aspect_ratios: '[(1.0, 1.0), (1.4, 0.7), (0.7, 1.4)]'
anchor_scale: 4
min_level: 3
max_level: 7
num_scales: 3
freeze_bn: False
freeze_blocks: []
evaluate:
batch_size: 8
num_samples: 500
max_detections_per_image: 100
label_map: "/workspace/tao-experiments/efficientdet_tf2/specs/coco_labels.yaml"
checkpoint: "EVALMODEL"
prune:
checkpoint: "EVALMODEL"
normalizer: 'max'
equalization_criterion: 'union'
granularity: 8
threshold: 0.5
min_num_filters: 16
results_dir: 'RESULTSDIR'
Morganh
September 28, 2023, 7:16am
4
Which TAO version did you install?
Morganh
September 28, 2023, 7:20am
6
Please update to TAO 5.0 version since your yaml file is compatible with TAO 5.0 version.
This command does not work to upgrade to 5.0
bash setup/quickstart_launcher.sh --upgrade
and this do not install 5.0 version too
bash setup/quickstart_launcher.sh --install
Morganh
September 28, 2023, 7:33am
8
Please run below and then run bash setup/quickstart_launcher.sh --upgrade again.https://api.ngc.nvidia.com/v2/resources/nvidia/tao/tao-getting-started/versions/5.0.0/zip -O getting_started_v5.0.0.zip
Morganh:
! tao info --verbose
It is still
format_version: 2.0
toolkit_version: 4.0.1
published_date: 03/06/2023
after i completed the step
Morganh
September 28, 2023, 8:23am
10
Can you run in the terminal again instead of notebook?
Yes, I run it at terminal instead of in notebook.
For your more information, when I execute this line
# convert training data to TFRecords
!sed -i "s|DATADIR|$DATA_DOWNLOAD_DIR|g" $LOCAL_SPECS_DIR/spec_train.yaml
!tao efficientdet_tf2 dataset_convert -e $SPECS_DIR/spec_train.yaml \
dataset_convert.results_dir=$DATA_DOWNLOAD_DIR
it throw
<frozen cv.efficientdet.scripts.dataset_convert>:340: UserWarning:
'spec_train.yaml' is validated against ConfigStore schema with the same name.
This behavior is deprecated in Hydra 1.1 and will be removed in Hydra 1.2.
See https://hydra.cc/docs/next/upgrades/1.0_to_1.1/automatic_schema_matching for migration instructions.
Error merging 'spec_train.yaml' with schema
Key 'results_dir' not in 'DatasetConvertConfig'
full_key: dataset_convert.results_dir
reference_type=DatasetConvertConfig
object_type=DatasetConvertConfig
this is my specs_train.yaml
dataset_convert:
image_dir: 'DATADIR/raw-data/train2017/'
annotations_file: 'DATADIR/raw-data/annotations/instances_train2017.json'
results_dir: 'DATADIR'
tag: 'train'
num_shards: 256
include_masks: True
dataset:
augmentation:
rand_hflip: True
random_crop_min_scale: 0.1
random_crop_max_scale: 2
loader:
prefetch_size: 4
shuffle_file: False
shuffle_buffer: 10000
cycle_length: 32
block_length: 16
max_instances_per_image: 100
skip_crowd_during_training: True
num_classes: 91
train_tfrecords:
- 'DATADIR/train-*'
val_tfrecords:
- 'DATADIR/val-*'
val_json_file: 'DATADIR/raw-data/annotations/instances_val2017.json'
train:
optimizer:
name: 'sgd'
momentum: 0.9
lr_schedule:
name: 'cosine'
warmup_epoch: 5
warmup_init: 0.0001
learning_rate: 0.2
amp: True
checkpoint: "/workspace/tao-experiments/efficientdet_tf2/pretrained_efficientdet_tf2_vefficientnet_b0"
num_examples_per_epoch: 100
moving_average_decay: 0.999
batch_size: 20
checkpoint_interval: 5
l2_weight_decay: 0.00004
l1_weight_decay: 0.0
clip_gradients_norm: 10.0
image_preview: True
qat: False
random_seed: 42
pruned_model_path: ''
num_epochs: 20
model:
name: 'efficientdet-d0'
input_width: 512
input_height: 512
aspect_ratios: '[(1.0, 1.0), (1.4, 0.7), (0.7, 1.4)]'
anchor_scale: 4
min_level: 3
max_level: 7
num_scales: 3
freeze_bn: False
freeze_blocks: []
evaluate:
batch_size: 8
num_samples: 500
max_detections_per_image: 100
label_map: "/workspace/tao-experiments/efficientdet_tf2/specs/coco_labels.yaml"
checkpoint: "EVALMODEL"
prune:
checkpoint: "EVALMODEL"
normalizer: 'max'
equalization_criterion: 'union'
granularity: 8
threshold: 0.5
min_num_filters: 16
results_dir: 'RESULTSDIR'
Morganh
September 28, 2023, 8:35am
12
I mean the terminal instead.
instead of notebook
This ran from terminal, and this is the output from terminal for your reference.
(launcher) jingjie@DESKTOP-751VIB1:/mnt/d/nrode/getting_started_v5.0.0$ wget --content-disposition https://api.ngc.nvidia.com/v2/resources/nvidia/tao/tao-getting-started/versions/5.0.0/zip -O getting_started_v5.0.0.zip
--2023-09-28 16:39:23-- https://api.ngc.nvidia.com/v2/resources/nvidia/tao/tao-getting-started/versions/5.0.0/zip
Resolving api.ngc.nvidia.com (api.ngc.nvidia.com)... 35.165.149.147, 54.200.153.123
Connecting to api.ngc.nvidia.com (api.ngc.nvidia.com)|35.165.149.147|:443... connected.
HTTP request sent, awaiting response... 302 Found
Location: https://prod-model-registry-ngc-bucket.s3.us-west-2.amazonaws.com/org/nvidia/team/tao/recipes/tao-getting-started/versions/5.0.0/files.zip?response-content-disposition=attachment%3B%20filename%3D%22files.zip%22&response-content-type=application%2Fzip&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20230928T083925Z&X-Amz-SignedHeaders=host&X-Amz-Expires=3600&X-Amz-Credential=AKIA3PSNVSIZ42OUKYPX%2F20230928%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Signature=abe90e5c8999ea456ddabf4f1c36d8b5f47b17316d9e22ea993c50f416bd7ff1 [following]
--2023-09-28 16:39:24-- https://prod-model-registry-ngc-bucket.s3.us-west-2.amazonaws.com/org/nvidia/team/tao/recipes/tao-getting-started/versions/5.0.0/files.zip?response-content-disposition=attachment%3B%20filename%3D%22files.zip%22&response-content-type=application%2Fzip&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20230928T083925Z&X-Amz-SignedHeaders=host&X-Amz-Expires=3600&X-Amz-Credential=AKIA3PSNVSIZ42OUKYPX%2F20230928%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Signature=abe90e5c8999ea456ddabf4f1c36d8b5f47b17316d9e22ea993c50f416bd7ff1
Resolving prod-model-registry-ngc-bucket.s3.us-west-2.amazonaws.com (prod-model-registry-ngc-bucket.s3.us-west-2.amazonaws.com)... 52.218.204.65, 52.218.248.113, 3.5.77.200, ...
Connecting to prod-model-registry-ngc-bucket.s3.us-west-2.amazonaws.com (prod-model-registry-ngc-bucket.s3.us-west-2.amazonaws.com)|52.218.204.65|:443... connected.
HTTP request sent, awaiting response... 200 OK
Length: 4878608 (4.7M) [application/zip]
Saving to: ‘getting_started_v5.0.0.zip’
getting_started_v5.0.0.zip 100%[=======================================================================================================>] 4.65M 2.18MB/s in 2.1s
2023-09-28 16:39:28 (2.18 MB/s) - ‘getting_started_v5.0.0.zip’ saved [4878608/4878608]
(launcher) jingjie@DESKTOP-751VIB1:/mnt/d/nrode/getting_started_v5.0.0$ unzip -u getting_started_v5.0.0.zip -d ./getting_started_v5.0.0 && rm -rf getting_started_v5.0.0.zip && cd ./getting_started_v5.0.0
Archive: getting_started_v5.0.0.zip
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/auto_labeling.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/classification.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/data_services.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/action_recognition/AppOFCuda
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/bpnet/bpnet_18joints.json
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/bpnet/coco_spec.json
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/bpnet/infer_spec.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/coco/download_coco.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/coco/label_map.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/fpenet/data.json
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/fpenet/data_utils.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/kitti/kitti_to_coco.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/lprnet/download_and_prepare_data.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/lprnet/preprocess_openalpr_benchmark.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/metric_learning_recognition/process_retail_product_checkout_dataset.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/ocrnet/preprocess_label.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/pointpillars/calibration_kitti.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/pointpillars/drop_class.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/pointpillars/gen_lidar_labels.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/pointpillars/gen_lidar_points.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/pointpillars/kitti_split.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/pointpillars/object3d_kitti.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/pointpillars/val.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/pose_classification/select_subset_actions.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/re_identification/obtain_subset_data.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/unet/prepare_data.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/dataset_prepare/unet/prepare_data_isbi.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/object_detection.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/purpose_built_models.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/api/segmentation.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/auto_labeling.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/classification.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/data_services.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/action_recognition/AppOFCuda
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/bpnet/bpnet_18joints.json
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/bpnet/coco_spec.json
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/bpnet/infer_spec.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/coco/download_coco.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/coco/label_map.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/fpenet/data.json
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/fpenet/data_utils.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/heartratenet/process_cohface.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/kitti/kitti_to_coco.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/lprnet/download_and_prepare_data.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/lprnet/preprocess_openalpr_benchmark.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/metric_learning_recognition/process_retail_product_checkout_dataset.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/ocrnet/preprocess_label.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/pointpillars/calibration_kitti.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/pointpillars/drop_class.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/pointpillars/gen_lidar_labels.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/pointpillars/gen_lidar_points.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/pointpillars/kitti_split.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/pointpillars/object3d_kitti.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/pointpillars/val.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/pose_classification/select_subset_actions.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/re_identification/obtain_subset_data.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/unet/prepare_data.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/dataset_prepare/unet/prepare_data_isbi.py
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/object_detection.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/purpose_built_models.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/client/segmentation.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/example_images/sample_image_classification.jpg
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/example_images/sample_object_detection.jpg
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/example_images/sample_semantic_segmentation.jpg
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/tutorials/automl.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/tutorials/yolo_optimization.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_api_starter_kit/tutorials/yolo_training.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_data_services/kitti.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_data_services/specs/analytics.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_data_services/specs/augment.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_data_services/specs/autolabel.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_data_services/specs/convert.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_data_services/specs/validate.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/AppOFCuda
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/actionrecognitionnet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/evaluate_joint.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/evaluate_of.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/evaluate_rgb.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/experiment_of_3d_finetune.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/experiment_rgb_3d_finetune.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/export_of.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/export_rgb.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/infer_of.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/infer_rgb.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/train_joint_2d.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/train_of_2d.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/train_of_3d_finetune.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/train_rgb_2d.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/train_rgb_2d_finetune.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/action_recognition_net/specs/train_rgb_3d_finetune.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/aws_s3_mounting/aws_s3_mounting.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/bpnet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/data_pose_config/coco_spec.json
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/model_pose_config/bpnet_18joints.json
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/sample_calibration_images.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/specs/bpnet_retrain_m1_coco.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/specs/bpnet_train_m1_coco.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/specs/infer_spec.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/specs/infer_spec_refine.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/specs/infer_spec_retrained.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/specs/infer_spec_retrained_refine.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/specs/infer_spec_retrained_strict.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/bpnet/specs/infer_spec_strict.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_pyt/classification.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_pyt/specs/export_cats_dogs.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_pyt/specs/test_cats_dogs.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_pyt/specs/train_cats_dogs.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf1/tao_voc/classification.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf1/tao_voc/prepare_voc.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf1/tao_voc/specs/classification_retrain_spec.cfg
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf1/tao_voc/specs/classification_spec.cfg
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/byom_voc/byom_classification.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/byom_voc/imagenet_classmap.json
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/byom_voc/imagenet_valprep.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/byom_voc/prepare_imagenet.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/byom_voc/prepare_voc.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/byom_voc/specs/spec.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/byom_voc/specs/spec_direct_eval.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/byom_voc/specs/spec_retrain.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/classification.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/classification_16bit.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/prepare_16bit.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/prepare_voc.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/specs/spec.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/specs/spec_16bit_imgs.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/specs/spec_retrain.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/specs/spec_retrain_16bit_imgs.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/classification_tf2/tao_voc/specs/spec_retrain_qat.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/deformable_detr.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/sample.jpg
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/specs/classmap.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/specs/download_coco.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/specs/evaluate.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/specs/export.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/specs/gen_trt_engine.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/specs/infer.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deformable_detr/specs/train.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/deps/requirements-pip.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/detectnet_v2.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/specs/detectnet_v2_inference_kitti_etlt.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/specs/detectnet_v2_inference_kitti_etlt_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/specs/detectnet_v2_inference_kitti_tlt.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/specs/detectnet_v2_retrain_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/specs/detectnet_v2_retrain_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/specs/detectnet_v2_tfrecords_kitti_trainval.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/detectnet_v2/specs/detectnet_v2_train_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/dino.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/sample.jpg
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/specs/classmap.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/specs/download_coco.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/specs/evaluate.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/specs/export.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/specs/gen_trt_engine.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/specs/infer.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dino/specs/train.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/dssd.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/specs/dssd_retrain_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/specs/dssd_retrain_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/specs/dssd_retrain_resnet18_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/specs/dssd_tfrecords_kitti_train.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/specs/dssd_train_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/specs/dssd_train_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/dssd/specs/dssd_train_resnet18_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf1/efficientdet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf1/specs/coco_labels.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf1/specs/download_coco.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf1/specs/efficientdet_d0_retrain.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf1/specs/efficientdet_d0_train.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf2/efficientdet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf2/specs/coco_labels.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf2/specs/download_coco.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf2/specs/spec_retrain.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf2/specs/spec_retrain_qat.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/efficientdet_tf2/specs/spec_train.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/emotionnet/ckplus_convert.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/emotionnet/dataset_specs/dataio_config_ckplus.json
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/emotionnet/emotionnet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/emotionnet/specs/emotionnet_tlt.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/emotionnet/specs/emotionnet_tlt_pretrain.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/facenet/convert_wider_to_kitti.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/facenet/facenet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/facenet/specs/facenet_inference_kitti_etlt.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/facenet/specs/facenet_inference_kitti_tlt.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/facenet/specs/facenet_retrain_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/facenet/specs/facenet_tfrecords_kitti_train.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/facenet/specs/facenet_tfrecords_kitti_val.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/facenet/specs/facenet_train_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/faster_rcnn.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_darknet19.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_darknet53.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_efficientnet_b0.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_efficientnet_b1.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_googlenet.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_mobilenet_v1.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_mobilenet_v2.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_resnet10.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_resnet101.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_resnet18.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_resnet18_grayscale.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_resnet18_retrain_spec.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_resnet34.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_resnet50.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_vgg16.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/default_spec_vgg19.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/faster_rcnn/specs/frcnn_tfrecords_kitti_trainval.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/data_utils.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/fpenet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/sample_calibration_images.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/specs/dataset_config.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/specs/dataset_config_10.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/specs/experiment_spec.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/specs/experiment_spec_10.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/fpenet/specs/inference_sample.json
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gazenet/face_model_nv68.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gazenet/gazenet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gazenet/mpiifacegaze_convert.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gazenet/sample_labels/data_factory.zip
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gazenet/specs/gazenet_tlt.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gazenet/specs/gazenet_tlt_pretrain.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gazenet/utils_gazeviz.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gesturenet/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gesturenet/convert_hgr_to_tlt_data.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gesturenet/gesturenet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gesturenet/sample_calibration_images.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gesturenet/specs/dataset_config.json
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gesturenet/specs/dataset_experiment_config.json
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/gesturenet/specs/train_spec.json
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/heartratenet/heartratenet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/heartratenet/process_cohface.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/heartratenet/specs/heartratenet_data_generation.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/heartratenet/specs/heartratenet_tlt_pretrain.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/lprnet/LPRNet.png
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/lprnet/download_and_prepare_data.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/lprnet/lprnet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/lprnet/preprocess_openalpr_benchmark.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/lprnet/specs/tutorial_spec.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/lprnet/specs/tutorial_spec_scratch.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/lprnet/specs/us_lp_characters.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/mal/mal.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/mal/specs/download_coco.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/mal/specs/spec.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/mask_rcnn/maskrcnn.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/mask_rcnn/specs/coco_labels.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/mask_rcnn/specs/download_coco.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/mask_rcnn/specs/maskrcnn_retrain_resnet50.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/mask_rcnn/specs/maskrcnn_train_resnet50.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/metric_learning_recognition/metric_learning_recognition.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/metric_learning_recognition/process_retail_product_checkout_dataset.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/metric_learning_recognition/specs/evaluate.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/metric_learning_recognition/specs/export.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/metric_learning_recognition/specs/gen_trt_engine.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/metric_learning_recognition/specs/infer.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/metric_learning_recognition/specs/train.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/multitask_classification/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/multitask_classification/multitask_classification.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/multitask_classification/specs/mclassification_retrain_spec.cfg
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/multitask_classification/specs/mclassification_spec.cfg
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocdnet/ocdnet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocdnet/specs/evaluate.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocdnet/specs/export.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocdnet/specs/gen_trt_engine.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocdnet/specs/inference.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocdnet/specs/prune.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocdnet/specs/train.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocrnet/ocrnet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocrnet/specs/evaluation.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocrnet/specs/experiment.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocrnet/specs/export.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocrnet/specs/inference.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocrnet/specs/prune.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocrnet/specs/retrain.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ocrnet/specs/train.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/optical_inspection/OpticalInspection.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/optical_inspection/specs/experiment.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pointpillars/pointpillars.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pointpillars/specs/drop_class.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pointpillars/specs/gen_lidar_labels.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pointpillars/specs/gen_lidar_points.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pointpillars/specs/kitti_split.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pointpillars/specs/pointpillars.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pointpillars/specs/pointpillars_retrain.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pointpillars/specs/val.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pose_classification_net/poseclassificationnet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pose_classification_net/specs/experiment_kinetics.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/pose_classification_net/specs/experiment_nvidia.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/re_identification_net/reidentificationnet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/re_identification_net/specs/experiment_market1501.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/retinanet.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/specs/retinanet_retrain_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/specs/retinanet_retrain_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/specs/retinanet_retrain_resnet18_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/specs/retinanet_tfrecords_kitti_train.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/specs/retinanet_train_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/specs/retinanet_train_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/retinanet/specs/retinanet_train_resnet18_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/segformer/AppOFCuda
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/segformer/prepare_data_isbi.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/segformer/segformer.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/segformer/specs/export_isbi.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/segformer/specs/test_isbi.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/segformer/specs/train_isbi.yaml
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/segformer/vis_annotation_isbi.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/generate_split.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/specs/ssd_retrain_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/specs/ssd_retrain_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/specs/ssd_retrain_resnet18_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/specs/ssd_tfrecords_kitti_train.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/specs/ssd_train_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/specs/ssd_train_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/specs/ssd_train_resnet18_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/ssd/ssd.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/unet/tao_isbi/prepare_data.sh
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/unet/tao_isbi/prepare_data_isbi.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/unet/tao_isbi/specs/unet_train_resnet_unet_isbi.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/unet/tao_isbi/specs/unet_train_resnet_unet_isbi_retrain.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/unet/tao_isbi/specs/unet_train_resnet_unet_isbi_retrain_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/unet/tao_isbi/unet_isbi.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/unet/tao_isbi/vis_annotation_isbi.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/tfrecords_kitti_trainval.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/yolo_v3_retrain_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/yolo_v3_retrain_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/yolo_v3_retrain_resnet18_tfrecord.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/yolo_v3_retrain_resnet18_tfrecord_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/yolo_v3_train_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/yolo_v3_train_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/yolo_v3_train_resnet18_tfrecord.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/specs/yolo_v3_train_resnet18_tfrecord_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v3/yolo_v3.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_retrain_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_retrain_resnet18_kitti_16bit_grayscale.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_retrain_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_retrain_resnet18_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_tfrecords_kitti_train.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_tfrecords_kitti_train_16bit_grayscale.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_tfrecords_kitti_val.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_tfrecords_kitti_val_16bit_grayscale.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_train_resnet18_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_train_resnet18_kitti_16bit_grayscale.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_train_resnet18_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/specs/yolo_v4_train_resnet18_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/yolo_v4.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4/yolo_v4_16bit_grayscale.ipynb
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/__init__.py
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/specs/yolo_v4_tiny_retrain_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/specs/yolo_v4_tiny_retrain_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/specs/yolo_v4_tiny_retrain_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/specs/yolo_v4_tiny_tfrecords_kitti_train.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/specs/yolo_v4_tiny_tfrecords_kitti_val.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/specs/yolo_v4_tiny_train_kitti.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/specs/yolo_v4_tiny_train_kitti_qat.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/specs/yolo_v4_tiny_train_kitti_seq.txt
inflating: ./getting_started_v5.0.0/notebooks/tao_launcher_starter_kit/yolo_v4_tiny/yolo_v4_tiny.ipynb
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/cluster/backend.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/cluster/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/cluster/outputs.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/cluster/provider.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/cluster/user-data/install-nfs-common.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/cluster/user-data/install-nfs-server.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/cluster/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/cluster/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/config/backend.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/config/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/config/outputs.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/config/provider.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/config/utils/setup-kube-config.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/config/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/config/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/default-config.tfvars
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/ec2/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/ec2/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/ec2/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/ec2/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/eks/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/eks/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/eks/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/eks/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/keypair/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/keypair/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/keypair/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/keypair/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/networking/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/networking/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/networking/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/networking/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/security-group/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/security-group/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/security-group/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/modules/security-group/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/setup.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_aws_eks/tao-toolkit-api-helm-values.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/aks.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/api-config.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/backend.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/gpu-operator.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/locals.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/networking.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/nfs.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/provider.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/resource-group.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/user-data/configure-nfs-server.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/user-data/install-nfs-common.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/user-data/upgrade-gpu-driver.sh.tpl
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy-spec/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/deploy.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/aks/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/aks/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/aks/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/aks/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/linux-virtual-machine/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/linux-virtual-machine/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/linux-virtual-machine/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/linux-virtual-machine/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/networking/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/networking/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/networking/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/networking/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/resource-group/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/resource-group/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/resource-group/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/modules/resource-group/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_azure_aks/setup.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/capture-gpu-driver-override.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/check-inventory.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/check-nouveau-not-present.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/clear-old-gpu-operator-artifacts.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc-docker.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc-installation.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc-jetson.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc-uninstall.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc-validation.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc-x86-install.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc_values.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc_values_3.1.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/cnc_values_6.1.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/gpu_operator.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/network-operator-values.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/networkdefinition.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/nvidia-driver.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/older_versions/cnc-installation.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/older_versions/prerequisites.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/prerequisites.yaml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/cnc/reference-cnc-git-sha
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/gpu-operator-values.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/hosts
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/install-tao-toolkit-api.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/requirements.txt
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/setup.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/tao-toolkit-api-ansible-values.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/tao-toolkit-api-helm-values.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_bare_metal/uninstall-nvidia-drivers.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/api-config.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/backend.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/gke.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/gpu-operator.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/locals.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/networking.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/nfs.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/provider.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/user-data/configure-nfs-server.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/user-data/install-nfs-common.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy-spec/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/deploy.yml
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/gke/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/gke/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/gke/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/gke/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/instance/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/instance/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/instance/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/instance/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/networking/main.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/networking/output.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/networking/variables.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/modules/networking/versions.tf
inflating: ./getting_started_v5.0.0/setup/quickstart_api_gcp_gke/setup.sh
inflating: ./getting_started_v5.0.0/setup/quickstart_launcher.sh
(launcher) jingjie@DESKTOP-751VIB1:/mnt/d/nrode/getting_started_v5.0.0/getting_started_v5.0.0$ bash setup/quickstart_launcher.sh --upgrade
INFO: Check requirements
INFO: Checking Python installation
INFO: python3 found.
Python 3.6.13 :: Anaconda, Inc.
INFO: Python version:
INFO: pip3 found.
INFO: Pip version: pip 21.2.2 from /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages/pip (python 3.6)
INFO: Docker found. Checking additional requirements for docker.
INFO: Checking nvidia-docker2 installation
ERROR: nvidia-docker not found.
INFO: NGC CLI found.
INFO: NGC CLI 3.29.0
INFO: Requirements check satisfied. Installing TAO Toolkit.
By installing the TAO Toolkit CLI, you accept the terms and conditions of this license: https://developer.nvidia.com/tao-toolkit-software-license-agreement
Would you like to continue? (y/n): y
INFO: EULA accepted.
INFO: Installing TAO Toolkit CLI
INFO: jupyter installation was found.
Selected Jupyter core packages...
IPython : 7.16.3
ipykernel : 5.5.6
ipywidgets : 7.8.1
jupyter_client : 7.1.2
jupyter_core : 4.9.2
jupyter_server : 1.13.1
jupyterlab : 3.2.9
nbclient : 0.5.9
nbconvert : 6.0.7
nbformat : 5.1.3
notebook : 6.4.10
qtconsole : 5.2.2
traitlets : 4.3.3
INFO: TAO Toolkit was found
INFO: Upgrading installed nvidia-tao to the latest version.
Looking in indexes: https://pypi.org/simple, https://pypi.ngc.nvidia.com
Requirement already satisfied: nvidia-tao in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (4.0.1)
Collecting nvidia-tao
Downloading nvidia_tao-5.0.0-py3-none-any.whl (35 kB)
Collecting certifi>=2022.12.07
Downloading certifi-2023.7.22-py3-none-any.whl (158 kB)
|████████████████████████████████| 158 kB 7.8 MB/s
Requirement already satisfied: websocket-client==0.57.0 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (0.57.0)
Requirement already satisfied: docker==4.3.1 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (4.3.1)
Requirement already satisfied: requests in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (2.27.1)
Requirement already satisfied: urllib3>=1.26.5 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (1.26.16)
Requirement already satisfied: certifi in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (2021.5.30)
Requirement already satisfied: six==1.15.0 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (1.15.0)
Requirement already satisfied: chardet==3.0.4 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (3.0.4)
Requirement already satisfied: docker-pycreds==0.4.0 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (0.4.0)
Requirement already satisfied: tabulate==0.8.7 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (0.8.7)
Requirement already satisfied: idna==2.10 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from nvidia-tao) (2.10)
Requirement already satisfied: charset-normalizer~=2.0.0 in /home/jingjie/miniconda3/envs/launcher/lib/python3.6/site-packages (from requests->nvidia-tao) (2.0.12)
INFO: Configuration of the TAO Toolkit Instance
dockers:
nvidia/tao/tao-toolkit:
4.0.0-tf2.9.1:
docker_registry: nvcr.io
tasks:
1. classification_tf2
2. efficientdet_tf2
4.0.0-tf1.15.5:
docker_registry: nvcr.io
tasks:
1. augment
2. bpnet
3. classification_tf1
4. detectnet_v2
5. dssd
6. emotionnet
7. efficientdet_tf1
8. faster_rcnn
9. fpenet
10. gazenet
11. gesturenet
12. heartratenet
13. lprnet
14. mask_rcnn
15. multitask_classification
16. retinanet
17. ssd
18. unet
19. yolo_v3
20. yolo_v4
21. yolo_v4_tiny
22. converter
4.0.1-tf1.15.5:
docker_registry: nvcr.io
tasks:
1. mask_rcnn
2. unet
4.0.0-pyt:
docker_registry: nvcr.io
tasks:
1. action_recognition
2. deformable_detr
3. segformer
4. re_identification
5. pointpillars
6. pose_classification
7. n_gram
8. speech_to_text
9. speech_to_text_citrinet
10. speech_to_text_conformer
11. spectro_gen
12. vocoder
13. text_classification
14. question_answering
15. token_classification
16. intent_slot_classification
17. punctuation_and_capitalization
format_version: 2.0
toolkit_version: 4.0.1
published_date: 03/06/2023
Here is some suspicious error
I had tried few way include apt-install,
(launcher) jingjie@DESKTOP-751VIB1:/mnt/d/nrode/getting_started_v5.0.0/getting_started_v5.0.0$ sudo apt-get install -y nvidia-docker2
Reading package lists... Done
Building dependency tree
Reading state information... Done
nvidia-docker2 is already the newest version (2.14.0-1).
0 upgraded, 0 newly installed, 0 to remove and 41 not upgraded.
but still fail. Not sure weather it cause problem. The final version still 4.0
(launcher) jingjie@DESKTOP-751VIB1:/mnt/d/nrode/getting_started_v5.0.0/getting_started_v5.0.0$ tao info
Configuration of the TAO Toolkit Instance
dockers: ['nvidia/tao/tao-toolkit']
format_version: 2.0
toolkit_version: 4.0.1
published_date: 03/06/2023
Morganh
September 29, 2023, 3:20am
14
Please try to uninstall nvidia-driver2 and install it again.
Thanks @Morganh – it looks like nvidia-docker2 was missing from the NVIDIA Deep Learning AMI 23.03.0.
Once I installed that, running bash setup/quickstart_launcher.sh --install from the 5.0.0 Getting Started package on a miniconda env with Python=3.6 resulted in the correct version of the Tao Toolkit being installed.
I’m closing this topic due to there is no update from you for a period, assuming this issue was resolved.
Please use python 3.7 or 3.8 virtual environment instead of 3.6. Then it will upgrade to TAO 5.0.
system
October 24, 2023, 3:20am
16
This topic was automatically closed 14 days after the last reply. New replies are no longer allowed.