tfp.experimental.auto_batching.instructions.Block
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A basic block.
tfp.experimental.auto_batching.instructions.Block(
instructions=None, terminator=None, name=None
)
Args |
|---|
instructions
|
A list of PrimOp, PopOp, and FunctionCallOp
instructions to execute in order. Control transfer instructions (that
do not return) are not permitted in this list.
|
terminator
|
A single BranchOp, GotoOp, PushGotoOp or
IndirectGotoOp, indicating how to transfer control out of this basic
block.
|
name
|
An object serving as the name of this Block, for display.
|
Attributes |
|---|
label_str
|
A string suitable for referring to this Block in printed output.
|
Methods
assign_instructions
View source
assign_instructions(
instructions
)
Assigns the body instructions and the terminator at once.
This is a convenience method, to set a Block's program content
in one invocation instead of having to assign the instructions
and the terminator fields separately.
| Args |
|---|
instructions
|
A non-empty Python list of Op objects. The last one must
be a BranchOp, GotoOp, PushGotoOp, or IndirectGotoOp, and
becomes the terminator. The others, if any, must be PrimOp,
PopOp, or FunctionCallOp, and become the instructions, in order.
|
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Last updated 2023-11-21 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-11-21 UTC."],[],[],null,["# tfp.experimental.auto_batching.instructions.Block\n\n\u003cbr /\u003e\n\n|--------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/probability/blob/v0.23.0/tensorflow_probability/python/experimental/auto_batching/instructions.py#L353-L430) |\n\nA basic block.\n\n#### View aliases\n\n\n**Main aliases**\n\n[`tfp.experimental.auto_batching.frontend.instructions.Block`](https://www.tensorflow.org/probability/api_docs/python/tfp/experimental/auto_batching/instructions/Block), [`tfp.experimental.auto_batching.frontend.st.inst.Block`](https://www.tensorflow.org/probability/api_docs/python/tfp/experimental/auto_batching/instructions/Block), [`tfp.experimental.auto_batching.frontend.stack.inst.Block`](https://www.tensorflow.org/probability/api_docs/python/tfp/experimental/auto_batching/instructions/Block), [`tfp.experimental.auto_batching.stack_optimization.inst.Block`](https://www.tensorflow.org/probability/api_docs/python/tfp/experimental/auto_batching/instructions/Block), [`tfp.experimental.auto_batching.stackless.inst.Block`](https://www.tensorflow.org/probability/api_docs/python/tfp/experimental/auto_batching/instructions/Block)\n\n\u003cbr /\u003e\n\n tfp.experimental.auto_batching.instructions.Block(\n instructions=None, terminator=None, name=None\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|----------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `instructions` | A list of `PrimOp`, `PopOp`, and `FunctionCallOp` instructions to execute in order. Control transfer instructions (that do not return) are not permitted in this list. |\n| `terminator` | A single `BranchOp`, `GotoOp`, `PushGotoOp` or `IndirectGotoOp`, indicating how to transfer control out of this basic block. |\n| `name` | An object serving as the name of this `Block`, for display. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|-------------|--------------------------------------------------------------------|\n| `label_str` | A string suitable for referring to this `Block` in printed output. |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `assign_instructions`\n\n[View source](https://github.com/tensorflow/probability/blob/v0.23.0/tensorflow_probability/python/experimental/auto_batching/instructions.py#L381-L395) \n\n assign_instructions(\n instructions\n )\n\nAssigns the body `instructions` and the `terminator` at once.\n\nThis is a convenience method, to set a `Block`'s program content\nin one invocation instead of having to assign the `instructions`\nand the `terminator` fields separately.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ||\n|----------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `instructions` | A non-empty Python list of `Op` objects. The last one must be a `BranchOp`, `GotoOp`, `PushGotoOp`, or `IndirectGotoOp`, and becomes the `terminator`. The others, if any, must be `PrimOp`, `PopOp`, or `FunctionCallOp`, and become the `instructions`, in order. |\n\n\u003cbr /\u003e"]]
View source on GitHub