compute.graph · thing ·

graphAutodiffTape

A graph autodiff tape record carrying key, retainedActivations, retainedGradients, activationBindings, gradientBindings, and related state.

computecompute.graphcpugraphmethodsource-examplethingyeho

Describe compute work as an explicit graph with package-owned validation and scheduling metadata.

external thing graphAutodiffTape

Status: source-declared

Fields and methods (10)
text key
Stores key as text.
list of text retainedActivations
Stores retained activations as list of text.
list of text retainedGradients
Stores retained gradients as list of text.
list of graphTensorBinding activationBindings
Stores activation bindings as list of graphTensorBinding.
list of graphTensorBinding gradientBindings
Stores gradient bindings as list of graphTensorBinding.
list of graphGradientOwnership ownerships
Stores ownerships as list of graphGradientOwnership.
text note
Stores note as text.
RetainedActivationCount() returns int
Retained activation count. Complete example
RetainedGradientCount() returns int
Retained gradient count. Complete example
Describe() returns text
Describe. Complete example

Use graphAutodiffTape

A complete small caller. Values are illustrative; check the returned result and package requirements before connecting live resources.

cpu · source-example · type checked

using compute.graph

// Describe compute work as an explicit graph with package-owned validation and scheduling metadata.
graphAutodiffTape sample = graphAutodiffTape()
Console.Log(Text.From(sample.key))
project.mech
manifestVersion = "2"
package = "api.example.compute_graph__graphautodifftape"
version = "0.1.0"
languageEdition = "yeho-core-2026.1"

[app]
kind = "headless"

[[dependencies]]
package = "compute.buffer"
version = "0.1.0"
path = "../../../yeho/packages/compute/buffer"

[[dependencies]]
package = "compute.device"
version = "0.1.0"
path = "../../../yeho/packages/compute/device"

[[dependencies]]
package = "compute.graph"
version = "0.1.0"
path = "../../../yeho/packages/compute/graph"

[[dependencies]]
package = "compute.kernels"
version = "0.1.0"
path = "../../../yeho/packages/compute/kernels"

[[dependencies]]
package = "compute.tensor"
version = "0.1.0"
path = "../../../yeho/packages/compute/tensor"

[[dependencies]]
package = "console"
version = "0.1.0"
path = "../../../yeho/packages/console"

[[dependencies]]
package = "diagnostics"
version = "0.1.0"
path = "../../../yeho/packages/diagnostics"

graphAutodiffTape.RetainedActivationCount

A complete caller for this public method. Sample inputs are illustrative; native resources require their owning lifecycle.

cpu · method · source-example · type checked

using compute.graph

// Retained activation count.
graphAutodiffTape instance = graphAutodiffTape()
int result = instance.RetainedActivationCount()
Console.Log(Text.From(result))
project.mech
manifestVersion = "2"
package = "api.example.compute_graph__graphautodifftape"
version = "0.1.0"
languageEdition = "yeho-core-2026.1"

[app]
kind = "headless"

[[dependencies]]
package = "compute.buffer"
version = "0.1.0"
path = "../../../yeho/packages/compute/buffer"

[[dependencies]]
package = "compute.device"
version = "0.1.0"
path = "../../../yeho/packages/compute/device"

[[dependencies]]
package = "compute.graph"
version = "0.1.0"
path = "../../../yeho/packages/compute/graph"

[[dependencies]]
package = "compute.kernels"
version = "0.1.0"
path = "../../../yeho/packages/compute/kernels"

[[dependencies]]
package = "compute.tensor"
version = "0.1.0"
path = "../../../yeho/packages/compute/tensor"

[[dependencies]]
package = "console"
version = "0.1.0"
path = "../../../yeho/packages/console"

[[dependencies]]
package = "diagnostics"
version = "0.1.0"
path = "../../../yeho/packages/diagnostics"

graphAutodiffTape.RetainedGradientCount

A complete caller for this public method. Sample inputs are illustrative; native resources require their owning lifecycle.

cpu · method · source-example · type checked

using compute.graph

// Retained gradient count.
graphAutodiffTape instance = graphAutodiffTape()
int result = instance.RetainedGradientCount()
Console.Log(Text.From(result))
project.mech
manifestVersion = "2"
package = "api.example.compute_graph__graphautodifftape"
version = "0.1.0"
languageEdition = "yeho-core-2026.1"

[app]
kind = "headless"

[[dependencies]]
package = "compute.buffer"
version = "0.1.0"
path = "../../../yeho/packages/compute/buffer"

[[dependencies]]
package = "compute.device"
version = "0.1.0"
path = "../../../yeho/packages/compute/device"

[[dependencies]]
package = "compute.graph"
version = "0.1.0"
path = "../../../yeho/packages/compute/graph"

[[dependencies]]
package = "compute.kernels"
version = "0.1.0"
path = "../../../yeho/packages/compute/kernels"

[[dependencies]]
package = "compute.tensor"
version = "0.1.0"
path = "../../../yeho/packages/compute/tensor"

[[dependencies]]
package = "console"
version = "0.1.0"
path = "../../../yeho/packages/console"

[[dependencies]]
package = "diagnostics"
version = "0.1.0"
path = "../../../yeho/packages/diagnostics"

graphAutodiffTape.Describe

A complete caller for this public method. Sample inputs are illustrative; native resources require their owning lifecycle.

cpu · method · source-example · type checked

using compute.graph

// Describe.
graphAutodiffTape instance = graphAutodiffTape()
text result = instance.Describe()
Console.Log(Text.From(result))
project.mech
manifestVersion = "2"
package = "api.example.compute_graph__graphautodifftape"
version = "0.1.0"
languageEdition = "yeho-core-2026.1"

[app]
kind = "headless"

[[dependencies]]
package = "compute.buffer"
version = "0.1.0"
path = "../../../yeho/packages/compute/buffer"

[[dependencies]]
package = "compute.device"
version = "0.1.0"
path = "../../../yeho/packages/compute/device"

[[dependencies]]
package = "compute.graph"
version = "0.1.0"
path = "../../../yeho/packages/compute/graph"

[[dependencies]]
package = "compute.kernels"
version = "0.1.0"
path = "../../../yeho/packages/compute/kernels"

[[dependencies]]
package = "compute.tensor"
version = "0.1.0"
path = "../../../yeho/packages/compute/tensor"

[[dependencies]]
package = "console"
version = "0.1.0"
path = "../../../yeho/packages/console"

[[dependencies]]
package = "diagnostics"
version = "0.1.0"
path = "../../../yeho/packages/diagnostics"
Notes and source

Package presence and a declaration do not establish support on every host. Host services need their platform and lifecycle setup.

yeho/packages/compute/graph/training.yh:214