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fhelium

fhelium
fhelium._version
fhelium.artifacts
fhelium.backend
fhelium.benchmarks
fhelium.compile
fhelium.config
fhelium.distributed
fhelium.eager
fhelium.errors
fhelium.experimental
fhelium.ir
fhelium.native
fhelium.residency
fhelium.rng
fhelium.runtime
fhelium.serialization
fhelium.values

fhelium._cli

fhelium._cli.cuda_view
fhelium._cli.main

fhelium.artifacts

fhelium.artifacts._catalog
fhelium.artifacts.artifact
fhelium.artifacts.store

fhelium.backend

fhelium.backend.assembly
fhelium.backend.ckks
fhelium.backend.ckks._key_switch_preparation
fhelium.backend.ckks.arithmetic
fhelium.backend.ckks.codec
fhelium.backend.ckks.codec._codec
fhelium.backend.ckks.codec._embedding
fhelium.backend.ckks.codec._implementation
fhelium.backend.ckks.codec._periodic
fhelium.backend.ckks.crypto
fhelium.backend.ckks.crypto._decryption
fhelium.backend.ckks.crypto._encryption
fhelium.backend.ckks.crypto._key_generation
fhelium.backend.ckks.crypto._resources
fhelium.backend.ckks.crypto._tables
fhelium.backend.ckks.key_switch
fhelium.backend.ckks.materialization
fhelium.backend.ckks.modulus_raise
fhelium.backend.ckks.rotation
fhelium.backend.ckks.rotation._aggregate
fhelium.backend.ckks.rotation._galois
fhelium.backend.ckks.rotation._hoisted
fhelium.backend.ckks.rotation.operations
fhelium.backend.ckks.scalar
fhelium.backend.ckks.tables
fhelium.backend.distributed
fhelium.backend.distributed.operations
fhelium.backend.distributed.resources
fhelium.backend.execution
fhelium.backend.implementation
fhelium.backend.memory
fhelium.backend.memory.operations
fhelium.backend.memory.resources
fhelium.backend.ntt
fhelium.backend.ntt._selection
fhelium.backend.ntt._stages
fhelium.backend.ntt.automorphism
fhelium.backend.ntt.context
fhelium.backend.ntt.executors.compact_radix2
fhelium.backend.ntt.executors.indexed_radix2
fhelium.backend.ntt.executors.power_of_two_radix
fhelium.backend.ntt.operations
fhelium.backend.ntt.plans
fhelium.backend.ntt.plans.compact_radix2
fhelium.backend.ntt.plans.indexed_radix2
fhelium.backend.ntt.plans.power_of_two_radix
fhelium.backend.ntt.plans.twiddles
fhelium.backend.ntt.tables
fhelium.backend.resources
fhelium.backend.rns._preparation
fhelium.backend.rns.automorphism
fhelium.backend.rns.basis_extension
fhelium.backend.rns.chain
fhelium.backend.rns.context
fhelium.backend.rns.crt
fhelium.backend.rns.decomposition
fhelium.backend.rns.format
fhelium.backend.rns.key_product
fhelium.backend.rns.layout
fhelium.backend.rns.moddown
fhelium.backend.rns.modup
fhelium.backend.rns.montgomery
fhelium.backend.rns.operations
fhelium.backend.rns.parameters
fhelium.backend.rns.rescale
fhelium.backend.rns.tables
fhelium.backend.torch
fhelium.backend.triton
fhelium.backend.triton._arithmetic
fhelium.backend.triton._expressions
fhelium.backend.triton._launch
fhelium.backend.triton._layout
fhelium.backend.triton._matching
fhelium.backend.triton._ntt
fhelium.backend.triton._ntt_codegen
fhelium.backend.triton._ntt_compiler
fhelium.backend.triton._pointwise
fhelium.backend.triton._tensor
fhelium.backend.triton._weighted_sum
fhelium.backend.workspace

fhelium.benchmarks

fhelium.benchmarks.cli
fhelium.benchmarks.io
fhelium.benchmarks.model
fhelium.benchmarks.registry
fhelium.benchmarks.render
fhelium.benchmarks.standalone.distributed_worker
fhelium.benchmarks.standalone.spmd_collectives_and_rotation_matvec
fhelium.benchmarks.suite
fhelium.benchmarks.suite.polynomial
fhelium.benchmarks.suite.primitives
fhelium.benchmarks.suite.runner
fhelium.benchmarks.suite.specification
fhelium.benchmarks.suite.workloads
fhelium.benchmarks.timing
fhelium.benchmarks.tui

fhelium.compile

fhelium.compile._callable
fhelium.compile._compilation
fhelium.compile._driver
fhelium.compile._errors
fhelium.compile._lower_and_fuse
fhelium.compile._material_requirements
fhelium.compile._materials
fhelium.compile._pipeline
fhelium.compile._preparation
fhelium.compile._specialization
fhelium.compile._workspace
fhelium.compile.codegen
fhelium.compile.frontend._capture
fhelium.compile.frontend._captured_callable
fhelium.compile.frontend._eager_capture
fhelium.compile.frontend._eager_values
fhelium.compile.frontend._invocation
fhelium.compile.frontend._objects
fhelium.compile.frontend._pytorch_encoding
fhelium.compile.frontend._specs
fhelium.compile.frontend._tensor_capture
fhelium.compile.passes
fhelium.compile.passes._operation_transforms
fhelium.compile.passes.backend
fhelium.compile.passes.backend._assign_implementations
fhelium.compile.passes.backend._assign_ntt_implementation
fhelium.compile.passes.backend._initialize_resources
fhelium.compile.passes.backend._link_program
fhelium.compile.passes.backend._materialize_resources
fhelium.compile.passes.backend._operations
fhelium.compile.passes.backend._pipeline
fhelium.compile.passes.backend._prepare_host
fhelium.compile.passes.backend._prepare_ntt_schedules
fhelium.compile.passes.backend._resolve_material_requirements
fhelium.compile.passes.backend._resolve_operations
fhelium.compile.passes.backend._resolve_tensor_placeholders
fhelium.compile.passes.backend._select_ntt
fhelium.compile.passes.backend._validate_representations
fhelium.compile.passes.ckks
fhelium.compile.passes.ckks._assign_depths
fhelium.compile.passes.ckks._assign_scales
fhelium.compile.passes.ckks._insert_multiply_ntt_transitions
fhelium.compile.passes.ckks._insert_plaintext_preparation
fhelium.compile.passes.ckks._lower_logical_to_ckks
fhelium.compile.passes.ckks._lower_message_preparation
fhelium.compile.passes.ckks._relinearization
fhelium.compile.passes.ckks._rescale
fhelium.compile.passes.ckks._resolve_rotation_keys
fhelium.compile.passes.ckks._rotation_hoisting
fhelium.compile.passes.ckks._rotation_sum
fhelium.compile.passes.ckks._transition_state
fhelium.compile.passes.codegen
fhelium.compile.passes.codegen._backend_python
fhelium.compile.passes.codegen._common
fhelium.compile.passes.codegen._eager_python
fhelium.compile.passes.codegen._host
fhelium.compile.passes.distributed
fhelium.compile.passes.distributed._lower_specialized_collectives
fhelium.compile.passes.frontend
fhelium.compile.passes.frontend._lower_semantic_to_logical
fhelium.compile.passes.fusion
fhelium.compile.passes.lowering
fhelium.compile.passes.lowering._arithmetic
fhelium.compile.passes.lowering._ckks_to_rns_ntt
fhelium.compile.passes.lowering._core
fhelium.compile.passes.lowering._driver
fhelium.compile.passes.lowering._keyswitch
fhelium.compile.passes.lowering._modulus_raise
fhelium.compile.passes.lowering._representation
fhelium.compile.passes.lowering._rotation_sum
fhelium.compile.passes.lowering._select_execution
fhelium.compile.passes.lowering._types
fhelium.compile.passes.program
fhelium.compile.passes.program._eliminate_dead_values
fhelium.compile.passes.program._purity
fhelium.compile.passes.program._reuse_intermediates
fhelium.compile.passes.program._visualize_svg

fhelium.config

fhelium.config._prime_catalog
fhelium.config.ckks
fhelium.config.ntt
fhelium.config.security

fhelium.distributed

fhelium.distributed._ciphertext_reduction
fhelium.distributed._collective_common
fhelium.distributed._limb_collectives
fhelium.distributed._state
fhelium.distributed._transfer
fhelium.distributed._typed_collectives
fhelium.distributed._value_collectives

fhelium.eager

fhelium.eager._engine
fhelium.eager._key_inventory
fhelium.eager._operation_dispatch
fhelium.eager._program_values
fhelium.eager._rotation
fhelium.eager._validation

fhelium.experimental

fhelium.experimental.bootstrap
fhelium.experimental.bootstrap._core
fhelium.experimental.bootstrap._keys
fhelium.experimental.bootstrap.arithmetic
fhelium.experimental.bootstrap.full_slot
fhelium.experimental.bootstrap.linear
fhelium.experimental.bootstrap.linear.evaluators
fhelium.experimental.bootstrap.linear.execution
fhelium.experimental.bootstrap.linear.radix2
fhelium.experimental.bootstrap.linear.transform
fhelium.experimental.bootstrap.polynomial
fhelium.experimental.bootstrap.polynomial.approximation
fhelium.experimental.bootstrap.polynomial.blocked
fhelium.experimental.bootstrap.polynomial.chebyshev
fhelium.experimental.bootstrap.polynomial.evaluation
fhelium.experimental.bootstrap.polynomial.even
fhelium.experimental.bootstrap.polynomial.power
fhelium.experimental.bootstrap.presets
fhelium.experimental.bootstrap.presets.cosine
fhelium.experimental.bootstrap.reduction
fhelium.experimental.bootstrap.reduction.cosine
fhelium.experimental.bootstrap.structural
fhelium.experimental.mpc
fhelium.experimental.mpc._ops

fhelium.ir

fhelium.ir._analysis
fhelium.ir._dependencies
fhelium.ir._dialect
fhelium.ir._format
fhelium.ir._operation_catalog
fhelium.ir._operation_specs
fhelium.ir._program
fhelium.ir._state
fhelium.ir.ckks_state
fhelium.ir.dialects
fhelium.ir.dialects._common
fhelium.ir.dialects.ckks
fhelium.ir.dialects.core
fhelium.ir.dialects.distributed
fhelium.ir.dialects.fusion
fhelium.ir.dialects.logical
fhelium.ir.dialects.memory
fhelium.ir.dialects.ntt
fhelium.ir.dialects.rns
fhelium.ir.dialects.semantic
fhelium.ir.dialects.torch

fhelium.native

fhelium.native._abi
fhelium.native.cuda
fhelium.native.runtime

fhelium.residency

fhelium.residency.controller
fhelium.residency.lease
fhelium.residency.location
fhelium.residency.manager
fhelium.residency.model
fhelium.residency.plan
fhelium.residency.policy
fhelium.residency.request
fhelium.residency.snapshot

fhelium.rng

fhelium.rng.csprng

fhelium.runtime

fhelium.runtime.buffer
fhelium.runtime.cuda_graph
fhelium.runtime.memory
fhelium.runtime.signature
fhelium.runtime.topology

fhelium.serialization

fhelium.serialization.compilation
fhelium.serialization.safetensors
fhelium.serialization.value

fhelium.utils

fhelium.utils.rotation

fhelium.values

fhelium.values._scale
fhelium.values._validation
fhelium.values.ciphertext
fhelium.values.compressed_plaintext
fhelium.values.keys
fhelium.values.plaintext
fhelium.values.state
fhelium.values.tensor_resident

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`fhelium.compile.passes.lowering._types`

Translate CKKS value state into logical RNS types and casts.

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