da4ml package

Subpackages

• da4ml.cmvm package
  • Subpackages
    • da4ml.cmvm.core package
      • Submodules
      • da4ml.cmvm.core.indexers module
      • da4ml.cmvm.core.state_opr module
      • Module contents
    • da4ml.cmvm.util package
      • Submodules
      • da4ml.cmvm.util.bit_decompose module
      • da4ml.cmvm.util.mat_decompose module
      • Module contents
  • Submodules
  • da4ml.cmvm.api module
    • jit_solve()
    • minimal_latency()
    • solve()
  • da4ml.cmvm.types module
    • CascadedSolution
      • CascadedSolution.solutions
      • CascadedSolution.Properties
      • CascadedSolution.kernel
      • CascadedSolution.cost
      • CascadedSolution.latency
      • CascadedSolution.inp_qint
      • CascadedSolution.inp_lat
      • CascadedSolution.in_shift
      • CascadedSolution.out_qint
      • CascadedSolution.out_lat
      • CascadedSolution.out_shift
      • CascadedSolution.out_neg
      • CascadedSolution.shape
      • CascadedSolution.cost
      • CascadedSolution.deserialize()
      • CascadedSolution.inp_latency
      • CascadedSolution.inp_qint
      • CascadedSolution.inp_shift
      • CascadedSolution.kernel
      • CascadedSolution.latency
      • CascadedSolution.load()
      • CascadedSolution.out_latencies
      • CascadedSolution.out_neg
      • CascadedSolution.out_qint
      • CascadedSolution.out_shift
      • CascadedSolution.reg_bits
      • CascadedSolution.save()
      • CascadedSolution.shape
      • CascadedSolution.solutions
    • DAState
      • DAState.expr
      • DAState.freq_stat
      • DAState.kernel
      • DAState.ops
      • DAState.shifts
    • Op
      • Op.cost
      • Op.data
      • Op.id0
      • Op.id1
      • Op.latency
      • Op.opcode
      • Op.qint
    • Pair
      • Pair.id0
      • Pair.id1
      • Pair.shift
      • Pair.sub
    • Precision
      • Precision.fractional
      • Precision.from_qint()
      • Precision.integers
      • Precision.keep_negative
      • Precision.qint
    • QInterval
      • QInterval.from_kif()
      • QInterval.from_precision()
      • QInterval.max
      • QInterval.min
      • QInterval.precision
      • QInterval.step
    • Solution
      • Solution.shape
      • Solution.inp_shift
      • Solution.out_idxs
      • Solution.out_shifts
      • Solution.out_negs
      • Solution.ops
      • Solution.carry_size
      • Solution.adder_size
      • Solution.adder_size
      • Solution.carry_size
      • Solution.cost
      • Solution.deserialize()
      • Solution.inp_latency
      • Solution.inp_qint
      • Solution.inp_shift
      • Solution.kernel
      • Solution.latency
      • Solution.load()
      • Solution.ops
      • Solution.out_idxs
      • Solution.out_latency
      • Solution.out_negs
      • Solution.out_qint
      • Solution.out_shifts
      • Solution.ref_count
      • Solution.save()
      • Solution.save_binary()
      • Solution.shape
      • Solution.to_binary()
    • minimal_kif()
  • Module contents
    • Op
      • Op.cost
      • Op.data
      • Op.id0
      • Op.id1
      • Op.latency
      • Op.opcode
      • Op.qint
    • QInterval
      • QInterval.from_kif()
      • QInterval.from_precision()
      • QInterval.max
      • QInterval.min
      • QInterval.precision
      • QInterval.step
    • Solution
      • Solution.shape
      • Solution.inp_shift
      • Solution.out_idxs
      • Solution.out_shifts
      • Solution.out_negs
      • Solution.ops
      • Solution.carry_size
      • Solution.adder_size
      • Solution.adder_size
      • Solution.carry_size
      • Solution.cost
      • Solution.deserialize()
      • Solution.inp_latency
      • Solution.inp_qint
      • Solution.inp_shift
      • Solution.kernel
      • Solution.latency
      • Solution.load()
      • Solution.ops
      • Solution.out_idxs
      • Solution.out_latency
      • Solution.out_negs
      • Solution.out_qint
      • Solution.out_shifts
      • Solution.ref_count
      • Solution.save()
      • Solution.save_binary()
      • Solution.shape
      • Solution.to_binary()
    • minimal_latency()
    • solve()
• da4ml.codegen package
  • Subpackages
    • da4ml.codegen.cpp package
      • Submodules
      • da4ml.codegen.cpp.cpp_codegen module
      • da4ml.codegen.cpp.hls_model module
      • Module contents
    • da4ml.codegen.verilog package
      • Submodules
      • da4ml.codegen.verilog.comb module
      • da4ml.codegen.verilog.io_wrapper module
      • da4ml.codegen.verilog.pipeline module
      • da4ml.codegen.verilog.verilog_model module
      • Module contents
  • Module contents
    • HLSModel
      • HLSModel.compile()
      • HLSModel.predict()
      • HLSModel.write()
    • VerilogModel
      • VerilogModel.compile()
      • VerilogModel.predict()
      • VerilogModel.write()
    • binder_gen()
    • comb_logic_gen()
    • cpp_logic_and_bridge_gen()
    • generate_io_wrapper()
    • pipeline_logic_gen()
• da4ml.converter package
  • Subpackages
    • da4ml.converter.hgq2 package
      • Submodules
      • da4ml.converter.hgq2.parser module
      • da4ml.converter.hgq2.replica module
      • Module contents
  • Module contents
    • trace_model()
• da4ml.trace package
  • Subpackages
    • da4ml.trace.ops package
      • Submodules
      • da4ml.trace.ops.conv_utils module
      • da4ml.trace.ops.einsum_utils module
      • da4ml.trace.ops.reduce_utils module
      • Module contents
  • Submodules
  • da4ml.trace.fixed_variable module
    • FixedVariable
      • FixedVariable.from_const()
      • FixedVariable.from_kif()
      • FixedVariable.get_cost_and_latency()
      • FixedVariable.kif
      • FixedVariable.max_of()
      • FixedVariable.min_of()
      • FixedVariable.msb_mux()
      • FixedVariable.qint
      • FixedVariable.quantize()
      • FixedVariable.relu()
      • FixedVariable.unscaled
    • FixedVariableInput
      • FixedVariableInput.max_of()
      • FixedVariableInput.min_of()
      • FixedVariableInput.quantize()
      • FixedVariableInput.relu()
    • HWConfig
      • HWConfig.adder_size
      • HWConfig.carry_size
      • HWConfig.latency_cutoff
    • to_csd_powers()
  • da4ml.trace.fixed_variable_array module
    • FixedVariableArray
      • FixedVariableArray.dtype
      • FixedVariableArray.flatten()
      • FixedVariableArray.from_kif()
      • FixedVariableArray.from_lhs()
      • FixedVariableArray.kif
      • FixedVariableArray.ndim
      • FixedVariableArray.quantize()
      • FixedVariableArray.ravel()
      • FixedVariableArray.relu()
      • FixedVariableArray.reshape()
      • FixedVariableArray.shape
      • FixedVariableArray.size
      • FixedVariableArray.transpose()
    • FixedVariableArrayInput
    • to_raw_arr()
  • da4ml.trace.pipeline module
    • retime_pipeline()
    • to_pipeline()
  • da4ml.trace.tracer module
    • comb_trace()
    • gather_variables()
  • Module contents
    • FixedVariableArray
      • FixedVariableArray.dtype
      • FixedVariableArray.flatten()
      • FixedVariableArray.from_kif()
      • FixedVariableArray.from_lhs()
      • FixedVariableArray.kif
      • FixedVariableArray.ndim
      • FixedVariableArray.quantize()
      • FixedVariableArray.ravel()
      • FixedVariableArray.relu()
      • FixedVariableArray.reshape()
      • FixedVariableArray.shape
      • FixedVariableArray.size
      • FixedVariableArray.transpose()
    • FixedVariableArrayInput
    • HWConfig
      • HWConfig.adder_size
      • HWConfig.carry_size
      • HWConfig.latency_cutoff
    • comb_trace()
    • to_pipeline()

Module contents