add checkpoints

This commit is contained in:
Keerthana P G 2022-12-13 14:19:44 -08:00
parent f8569bed21
commit d4a6f4e023
29 changed files with 1827 additions and 0 deletions

1
.gitattributes vendored Normal file
View File

@ -0,0 +1 @@
*.data* filter=lfs diff=lfs merge=lfs -text

View File

@ -34,6 +34,14 @@ cd robotics_transformer
bazel test ...
```
### Using trained checkpoints
Checkpoints are included in trained_checkpoints/ folder for three models:
1. RT-1 trained on 700 tasks
2. RT-1 jointly trained on EDR and Kuka data
3. RT-1 jointly trained on sim and real data
They are tensorflow SavedModel files. Instructions on usage can be found (here)[https://www.tensorflow.org/guide/saved_model]
## Future Releases
The current repository includes an initial set of libraries for early adoption.

View File

@ -0,0 +1,2 @@
xmanager_id: 47030250
xmanager_wid: 1

View File

@ -0,0 +1,2 @@
model_checkpoint_path: "/cns/tp-d/home/kanishkarao-brain/kanishkarao/rs=6.3:sl=48M/ttl=12w:gc=0/xm_fractal_experiment_47030250/1/train/policy/000424760/ckpt-424760"
all_model_checkpoint_paths: "/cns/tp-d/home/kanishkarao-brain/kanishkarao/rs=6.3:sl=48M/ttl=12w:gc=0/xm_fractal_experiment_47030250/1/train/policy/000424760/ckpt-424760"

View File

@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cd750aa778cff1516e0e305b09f0b1405e134e127b00645001e749a834962152
size 423721772

Binary file not shown.

Binary file not shown.

View File

@ -0,0 +1,596 @@
dict_value {
fields {
key: "collect_data_spec"
value {
named_tuple_value {
name: "Trajectory"
values {
key: "step_type"
value {
tensor_spec_value {
name: "step_type"
shape {
}
dtype: DT_INT32
}
}
}
values {
key: "observation"
value {
dict_value {
fields {
key: "base_pose_tool_reached"
value {
tensor_spec_value {
name: "base_pose_tool_reached"
shape {
dim {
size: 7
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "gripper_closed"
value {
tensor_spec_value {
name: "gripper_closed"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "gripper_closedness_commanded"
value {
tensor_spec_value {
name: "gripper_closedness_commanded"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "height_to_bottom"
value {
tensor_spec_value {
name: "height_to_bottom"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "image"
value {
tensor_spec_value {
name: "image"
shape {
dim {
size: 256
}
dim {
size: 320
}
dim {
size: 3
}
}
dtype: DT_UINT8
}
}
}
fields {
key: "natural_language_embedding"
value {
tensor_spec_value {
name: "natural_language_embedding"
shape {
dim {
size: 512
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "natural_language_instruction"
value {
tensor_spec_value {
name: "natural_language_instruction"
shape {
}
dtype: DT_STRING
}
}
}
fields {
key: "orientation_box"
value {
tensor_spec_value {
name: "orientation_box"
shape {
dim {
size: 2
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "orientation_start"
value {
tensor_spec_value {
name: "orientation_in_camera_space"
shape {
dim {
size: 4
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "robot_orientation_positions_box"
value {
tensor_spec_value {
name: "robot_orientation_positions_box"
shape {
dim {
size: 3
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "rotation_delta_to_go"
value {
tensor_spec_value {
name: "rotation_delta_to_go"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "src_rotation"
value {
tensor_spec_value {
name: "transform_camera_robot"
shape {
dim {
size: 4
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "vector_to_go"
value {
tensor_spec_value {
name: "vector_to_go"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "workspace_bounds"
value {
tensor_spec_value {
name: "workspace_bounds"
shape {
dim {
size: 3
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
}
}
}
values {
key: "action"
value {
dict_value {
fields {
key: "base_displacement_vector"
value {
bounded_tensor_spec_value {
name: "base_displacement_vector"
shape {
dim {
size: 2
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "base_displacement_vertical_rotation"
value {
bounded_tensor_spec_value {
name: "base_displacement_vertical_rotation"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -3.1415927
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 3.1415927
}
}
}
}
fields {
key: "gripper_closedness_action"
value {
bounded_tensor_spec_value {
name: "gripper_closedness_action"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "rotation_delta"
value {
bounded_tensor_spec_value {
name: "rotation_delta"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.5707964
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.5707964
}
}
}
}
fields {
key: "terminate_episode"
value {
bounded_tensor_spec_value {
name: "terminate_episode"
shape {
dim {
size: 3
}
}
dtype: DT_INT32
minimum {
dtype: DT_INT32
tensor_shape {
}
int_val: 0
}
maximum {
dtype: DT_INT32
tensor_shape {
}
int_val: 1
}
}
}
}
fields {
key: "world_vector"
value {
bounded_tensor_spec_value {
name: "world_vector"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
values {
key: "policy_info"
value {
dict_value {
fields {
key: "discounted_return"
value {
bounded_tensor_spec_value {
name: "discounted_return"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "return"
value {
bounded_tensor_spec_value {
name: "return"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
values {
key: "next_step_type"
value {
tensor_spec_value {
name: "step_type"
shape {
}
dtype: DT_INT32
}
}
}
values {
key: "reward"
value {
tensor_spec_value {
name: "reward"
shape {
}
dtype: DT_FLOAT
}
}
}
values {
key: "discount"
value {
bounded_tensor_spec_value {
name: "discount"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
fields {
key: "policy_state_spec"
value {
dict_value {
fields {
key: "action_tokens"
value {
tensor_spec_value {
name: "action_tokens"
shape {
dim {
size: 6
}
dim {
size: 11
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
fields {
key: "image"
value {
tensor_spec_value {
name: "image"
shape {
dim {
size: 6
}
dim {
size: 256
}
dim {
size: 320
}
dim {
size: 3
}
}
dtype: DT_UINT8
}
}
}
fields {
key: "step_num"
value {
tensor_spec_value {
name: "step_num"
shape {
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
fields {
key: "t"
value {
tensor_spec_value {
name: "t"
shape {
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
}
}
}
}

Binary file not shown.

View File

@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b84cc6e6a0bb9309c7250289b6a7f469d9e582863593966f3cfab008ac859509
size 141841691

Binary file not shown.

View File

@ -0,0 +1,2 @@
xmanager_id: 46830388
xmanager_wid: 1

View File

@ -0,0 +1,2 @@
model_checkpoint_path: "/cns/tp-d/home/karolhausman-brain/karolhausman/rs=6.3:sl=48M/ttl=12w:gc=0/xm_fractal_experiment_46830388/1/train/policy/00589960/ckpt-589960"
all_model_checkpoint_paths: "/cns/tp-d/home/karolhausman-brain/karolhausman/rs=6.3:sl=48M/ttl=12w:gc=0/xm_fractal_experiment_46830388/1/train/policy/00589960/ckpt-589960"

View File

@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8889afb9202cc8df47e3e6ae81868ba8a0be71755676382d66b5d76eea61ea0c
size 536870913

Binary file not shown.

Binary file not shown.

View File

@ -0,0 +1,596 @@
dict_value {
fields {
key: "collect_data_spec"
value {
named_tuple_value {
name: "Trajectory"
values {
key: "step_type"
value {
tensor_spec_value {
name: "step_type"
shape {
}
dtype: DT_INT32
}
}
}
values {
key: "observation"
value {
dict_value {
fields {
key: "base_pose_tool_reached"
value {
tensor_spec_value {
name: "base_pose_tool_reached"
shape {
dim {
size: 7
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "gripper_closed"
value {
tensor_spec_value {
name: "gripper_closed"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "gripper_closedness_commanded"
value {
tensor_spec_value {
name: "gripper_closedness_commanded"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "height_to_bottom"
value {
tensor_spec_value {
name: "height_to_bottom"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "image"
value {
tensor_spec_value {
name: "image"
shape {
dim {
size: 256
}
dim {
size: 320
}
dim {
size: 3
}
}
dtype: DT_UINT8
}
}
}
fields {
key: "natural_language_embedding"
value {
tensor_spec_value {
name: "natural_language_embedding"
shape {
dim {
size: 512
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "natural_language_instruction"
value {
tensor_spec_value {
name: "natural_language_instruction"
shape {
}
dtype: DT_STRING
}
}
}
fields {
key: "orientation_box"
value {
tensor_spec_value {
name: "orientation_box"
shape {
dim {
size: 2
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "orientation_start"
value {
tensor_spec_value {
name: "orientation_in_camera_space"
shape {
dim {
size: 4
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "robot_orientation_positions_box"
value {
tensor_spec_value {
name: "robot_orientation_positions_box"
shape {
dim {
size: 3
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "rotation_delta_to_go"
value {
tensor_spec_value {
name: "rotation_delta_to_go"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "src_rotation"
value {
tensor_spec_value {
name: "transform_camera_robot"
shape {
dim {
size: 4
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "vector_to_go"
value {
tensor_spec_value {
name: "vector_to_go"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "workspace_bounds"
value {
tensor_spec_value {
name: "workspace_bounds"
shape {
dim {
size: 3
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
}
}
}
values {
key: "action"
value {
dict_value {
fields {
key: "base_displacement_vector"
value {
bounded_tensor_spec_value {
name: "base_displacement_vector"
shape {
dim {
size: 2
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "base_displacement_vertical_rotation"
value {
bounded_tensor_spec_value {
name: "base_displacement_vertical_rotation"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -3.1415927
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 3.1415927
}
}
}
}
fields {
key: "gripper_closedness_action"
value {
bounded_tensor_spec_value {
name: "gripper_closedness_action"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "rotation_delta"
value {
bounded_tensor_spec_value {
name: "rotation_delta"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.5707964
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.5707964
}
}
}
}
fields {
key: "terminate_episode"
value {
bounded_tensor_spec_value {
name: "terminate_episode"
shape {
dim {
size: 3
}
}
dtype: DT_INT32
minimum {
dtype: DT_INT32
tensor_shape {
}
int_val: 0
}
maximum {
dtype: DT_INT32
tensor_shape {
}
int_val: 1
}
}
}
}
fields {
key: "world_vector"
value {
bounded_tensor_spec_value {
name: "world_vector"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
values {
key: "policy_info"
value {
dict_value {
fields {
key: "discounted_return"
value {
bounded_tensor_spec_value {
name: "discounted_return"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "return"
value {
bounded_tensor_spec_value {
name: "return"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
values {
key: "next_step_type"
value {
tensor_spec_value {
name: "step_type"
shape {
}
dtype: DT_INT32
}
}
}
values {
key: "reward"
value {
tensor_spec_value {
name: "reward"
shape {
}
dtype: DT_FLOAT
}
}
}
values {
key: "discount"
value {
bounded_tensor_spec_value {
name: "discount"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
fields {
key: "policy_state_spec"
value {
dict_value {
fields {
key: "action_tokens"
value {
tensor_spec_value {
name: "action_tokens"
shape {
dim {
size: 6
}
dim {
size: 11
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
fields {
key: "image"
value {
tensor_spec_value {
name: "image"
shape {
dim {
size: 6
}
dim {
size: 256
}
dim {
size: 320
}
dim {
size: 3
}
}
dtype: DT_UINT8
}
}
}
fields {
key: "step_num"
value {
tensor_spec_value {
name: "step_num"
shape {
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
fields {
key: "t"
value {
tensor_spec_value {
name: "t"
shape {
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
}
}
}
}

Binary file not shown.

View File

@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7be366a7b2e881d5fdbf8ce5eb043719db02bf7734f64c6c88157a7d2e49ff6a
size 445582518

View File

@ -0,0 +1,2 @@
xmanager_id: 45838476
xmanager_wid: 1

View File

@ -0,0 +1,2 @@
model_checkpoint_path: "/cns/tp-d/home/tedxiao-brain/tedxiao/rs=6.3:sl=48M/ttl=12w:gc=0/paper_simreal_0817data_100sim_1v2_experiment_45838476/1/train/policy/000660240/ckpt-660240"
all_model_checkpoint_paths: "/cns/tp-d/home/tedxiao-brain/tedxiao/rs=6.3:sl=48M/ttl=12w:gc=0/paper_simreal_0817data_100sim_1v2_experiment_45838476/1/train/policy/000660240/ckpt-660240"

View File

@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:eac726405d79901edbb30e44e64fe4a387e9cbf8f348b240d34bacf6f9f5da9c
size 423721719

Binary file not shown.

Binary file not shown.

View File

@ -0,0 +1,596 @@
dict_value {
fields {
key: "collect_data_spec"
value {
named_tuple_value {
name: "Trajectory"
values {
key: "step_type"
value {
tensor_spec_value {
name: "step_type"
shape {
}
dtype: DT_INT32
}
}
}
values {
key: "observation"
value {
dict_value {
fields {
key: "base_pose_tool_reached"
value {
tensor_spec_value {
name: "base_pose_tool_reached"
shape {
dim {
size: 7
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "gripper_closed"
value {
tensor_spec_value {
name: "gripper_closed"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "gripper_closedness_commanded"
value {
tensor_spec_value {
name: "gripper_closedness_commanded"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "height_to_bottom"
value {
tensor_spec_value {
name: "height_to_bottom"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "image"
value {
tensor_spec_value {
name: "image"
shape {
dim {
size: 256
}
dim {
size: 320
}
dim {
size: 3
}
}
dtype: DT_UINT8
}
}
}
fields {
key: "natural_language_embedding"
value {
tensor_spec_value {
name: "natural_language_embedding"
shape {
dim {
size: 512
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "natural_language_instruction"
value {
tensor_spec_value {
name: "natural_language_instruction"
shape {
}
dtype: DT_STRING
}
}
}
fields {
key: "orientation_box"
value {
tensor_spec_value {
name: "orientation_box"
shape {
dim {
size: 2
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "orientation_start"
value {
tensor_spec_value {
name: "orientation_in_camera_space"
shape {
dim {
size: 4
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "robot_orientation_positions_box"
value {
tensor_spec_value {
name: "robot_orientation_positions_box"
shape {
dim {
size: 3
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "rotation_delta_to_go"
value {
tensor_spec_value {
name: "rotation_delta_to_go"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "src_rotation"
value {
tensor_spec_value {
name: "transform_camera_robot"
shape {
dim {
size: 4
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "vector_to_go"
value {
tensor_spec_value {
name: "vector_to_go"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
fields {
key: "workspace_bounds"
value {
tensor_spec_value {
name: "workspace_bounds"
shape {
dim {
size: 3
}
dim {
size: 3
}
}
dtype: DT_FLOAT
}
}
}
}
}
}
values {
key: "action"
value {
dict_value {
fields {
key: "base_displacement_vector"
value {
bounded_tensor_spec_value {
name: "base_displacement_vector"
shape {
dim {
size: 2
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "base_displacement_vertical_rotation"
value {
bounded_tensor_spec_value {
name: "base_displacement_vertical_rotation"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -3.1415927
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 3.1415927
}
}
}
}
fields {
key: "gripper_closedness_action"
value {
bounded_tensor_spec_value {
name: "gripper_closedness_action"
shape {
dim {
size: 1
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "rotation_delta"
value {
bounded_tensor_spec_value {
name: "rotation_delta"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.5707964
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.5707964
}
}
}
}
fields {
key: "terminate_episode"
value {
bounded_tensor_spec_value {
name: "terminate_episode"
shape {
dim {
size: 3
}
}
dtype: DT_INT32
minimum {
dtype: DT_INT32
tensor_shape {
}
int_val: 0
}
maximum {
dtype: DT_INT32
tensor_shape {
}
int_val: 1
}
}
}
}
fields {
key: "world_vector"
value {
bounded_tensor_spec_value {
name: "world_vector"
shape {
dim {
size: 3
}
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: -1.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
values {
key: "policy_info"
value {
dict_value {
fields {
key: "discounted_return"
value {
bounded_tensor_spec_value {
name: "discounted_return"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
fields {
key: "return"
value {
bounded_tensor_spec_value {
name: "return"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
values {
key: "next_step_type"
value {
tensor_spec_value {
name: "step_type"
shape {
}
dtype: DT_INT32
}
}
}
values {
key: "reward"
value {
tensor_spec_value {
name: "reward"
shape {
}
dtype: DT_FLOAT
}
}
}
values {
key: "discount"
value {
bounded_tensor_spec_value {
name: "discount"
shape {
}
dtype: DT_FLOAT
minimum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 0.0
}
maximum {
dtype: DT_FLOAT
tensor_shape {
}
float_val: 1.0
}
}
}
}
}
}
}
fields {
key: "policy_state_spec"
value {
dict_value {
fields {
key: "action_tokens"
value {
tensor_spec_value {
name: "action_tokens"
shape {
dim {
size: 6
}
dim {
size: 11
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
fields {
key: "image"
value {
tensor_spec_value {
name: "image"
shape {
dim {
size: 6
}
dim {
size: 256
}
dim {
size: 320
}
dim {
size: 3
}
}
dtype: DT_UINT8
}
}
}
fields {
key: "step_num"
value {
tensor_spec_value {
name: "step_num"
shape {
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
fields {
key: "t"
value {
tensor_spec_value {
name: "t"
shape {
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
dim {
size: 1
}
}
dtype: DT_INT32
}
}
}
}
}
}
}

Binary file not shown.

View File

@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:73318f0762c6a7133a9f272fc00adefa9dc82e6867a65cc640f6dbbace9b5b79
size 141480831