LICENSE
MANIFEST.in
NAME
README.md
pyproject.toml
setup.py
fmot/ENV_REQUIREMENTS.sh
fmot/ONNX2FQIR_REQUIREMENTS
fmot/PY_REQUIREMENTS
fmot/TF_REQUIREMENTS
fmot/VERSION
fmot/__init__.py
fmot/_open_docs.py
fmot/_supported_ops.py
fmot/configure.py
fmot/control.py
fmot/exceptions.py
fmot/execute_code.py
fmot/functional.py
fmot/iospec.py
fmot/precisions.py
fmot/stateful_sequencer.py
fmot/torchscript_utils.py
fmot.egg-info/PKG-INFO
fmot.egg-info/SOURCES.txt
fmot.egg-info/dependency_links.txt
fmot.egg-info/not-zip-safe
fmot.egg-info/requires.txt
fmot.egg-info/top_level.txt
fmot/beta/__init__.py
fmot/beta/_quant_viz_example.py
fmot/beta/amp.py
fmot/beta/auto_multiprecision.py
fmot/beta/heirarchical_labeling.py
fmot/beta/quant_error_visualizer.py
fmot/beta/quantize_part.py
fmot/beta/signal24/__init__.py
fmot/beta/signal24/examples.py
fmot/beta/signal24/fft_decomp.py
fmot/beta/signal24/gmac_wrappers.py
fmot/beta/signal24/higher_precision_matmul.py
fmot/beta/signal24/stft.py
fmot/convert/__init__.py
fmot/convert/_convert_to_qat.py
fmot/convert/apply_tags.py
fmot/convert/conversion_api.py
fmot/convert/default_mappings.py
fmot/convert/default_patchings.py
fmot/convert/default_substitutions.py
fmot/convert/lut_registry.py
fmot/convert/mapping.py
fmot/convert/optimizer.py
fmot/convert/param_manager.py
fmot/convert/patch_ir.py
fmot/convert/patching.py
fmot/convert/prune_reparametrization.py
fmot/convert/quantizer_manager.py
fmot/convert/substitution.py
fmot/fqir/__init__.py
fmot/fqir/_cpp_runtime.cpp
fmot/fqir/cpp_backend.py
fmot/fqir/metadata.py
fmot/fqir/runtime_backend.py
fmot/fqir/runtime_benchmark.py
fmot/fqir/runtime_plan.py
fmot/fqir/utils.py
fmot/fqir/graph_proto/__init__.py
fmot/fqir/graph_proto/graph_proto.py
fmot/fqir/graph_proto/graph_runtime.py
fmot/fqir/multigraph/__init__.py
fmot/fqir/multigraph/dynamic_parameter.py
fmot/fqir/nodes/__init__.py
fmot/fqir/nodes/node_base.py
fmot/fqir/nodes/node_proto.py
fmot/fqir/nodes/opcount.py
fmot/fqir/nodes/opcounters.py
fmot/fqir/nodes/optype_base.py
fmot/fqir/nodes/optypes.py
fmot/fqir/passes/__init__.py
fmot/fqir/passes/batchdim_removal.py
fmot/fqir/passes/cleanup.py
fmot/fqir/passes/conv1d_weight_pass.py
fmot/fqir/passes/dimtag_removal.py
fmot/fqir/passes/fold_reused_params.py
fmot/fqir/passes/helpers.py
fmot/fqir/passes/kernel_inlining.py
fmot/fqir/passes/kernelize_lstm.py
fmot/fqir/passes/kernelize_lut.py
fmot/fqir/passes/kernelize_red_broad.py
fmot/fqir/passes/kernelize_temporal_unfold.py
fmot/fqir/passes/output_naming.py
fmot/fqir/passes/pass_infrastruce.py
fmot/fqir/passes/repeat_assign.py
fmot/fqir/passes/statically_transpose.py
fmot/fqir/passes/stride_optimization.py
fmot/fqir/passes/virtualize_high_precisions.py
fmot/fqir/utilities/__init__.py
fmot/fqir/utilities/set_signature.py
fmot/fqir/variables/__init__.py
fmot/fqir/variables/tensor_proto.py
fmot/fqir/variables/variable_base.py
fmot/fqir/writer/__init__.py
fmot/fqir/writer/barni.py
fmot/fqir/writer/divisionlib.py
fmot/fqir/writer/fftlib.py
fmot/fqir/writer/fqir_writer.py
fmot/fqir/writer/graph_splitting.py
fmot/fqir/writer/loop_nesting.py
fmot/fqir/writer/pooling.py
fmot/fqir/writer/softmax.py
fmot/fqir/writer/utils.py
fmot/fqir/writer/kernels/__init__.py
fmot/fqir/writer/kernels/biquad.py
fmot/fqir/writer/kernels/distributed_flat_linear.py
fmot/fqir/writer/kernels/fir.py
fmot/fqir/writer/optimizations/__init__.py
fmot/fqir/writer/optimizations/assign_legalizer.py
fmot/fqir/writer/optimizations/broadcast_vvmul.py
fmot/model_templates/__init__.py
fmot/model_templates/tiny_lstm.py
fmot/model_templates/wwd_arch.py
fmot/nn/__init__.py
fmot/nn/atomics.py
fmot/nn/band_transforms.py
fmot/nn/bandrnn.py
fmot/nn/blockrnn.py
fmot/nn/composites.py
fmot/nn/conv.py
fmot/nn/cumulative_linear.py
fmot/nn/derived_param.py
fmot/nn/femtornn.py
fmot/nn/functional.py
fmot/nn/gtools.py
fmot/nn/loop.py
fmot/nn/sequenced_rnn.py
fmot/nn/sequencer.py
fmot/nn/signal_processing.py
fmot/nn/sliding_attention.py
fmot/nn/sparsifiers.py
fmot/nn/special_rnn.py
fmot/nn/sru.py
fmot/nn/super_structures.py
fmot/nn/temporal_unfold.py
fmot/nn/transposed_conv1d.py
fmot/nn/transposed_conv2d.py
fmot/nn/fft/__init__.py
fmot/nn/fft/fft.py
fmot/nn/fft/fft_v1.py
fmot/nn/fft/fft_v2.py
fmot/nn/fft/stft.py
fmot/onnx2fqir/__init__.py
fmot/onnx2fqir/add_debug_outputs.py
fmot/onnx2fqir/main.py
fmot/onnx2fqir/parsing.py
fmot/onnx2fqir/tflite_digraph.py
fmot/onnx2fqir/tflite_patterns.py
fmot/onnx2fqir/converters/__init__.py
fmot/onnx2fqir/converters/quantize_wrapper.py
fmot/onnx2fqir/converters/streaming_tdnn.py
fmot/onnx2fqir/converters/tflite_tdnn_to_onnx.py
fmot/onnx2fqir/converters/custom_rewriters/__init__.py
fmot/onnx2fqir/converters/custom_rewriters/rewriters.py
fmot/qat/__init__.py
fmot/qat/annotated_tensors.py
fmot/qat/bitwidths.py
fmot/qat/control.py
fmot/qat/fake_quantization.py
fmot/qat/nn/__init__.py
fmot/qat/nn/_utils.py
fmot/qat/nn/act_density.py
fmot/qat/nn/atomics.py
fmot/qat/nn/composites.py
fmot/qat/nn/density_matmul.py
fmot/qat/nn/derived_param.py
fmot/qat/nn/kernel_atomics.py
fmot/qat/nn/linear.py
fmot/qat/nn/luts.py
fmot/qat/nn/norm.py
fmot/qat/nn/qat_cumulative_linear.py
fmot/qat/nn/quant_wrap.py
fmot/qat/nn/quantizers.py
fmot/qat/nn/sequencer.py
fmot/qat/nn/temporal_unfold.py
fmot/sparse/__init__.py
fmot/sparse/act_pruning.py
fmot/sparse/pruning.py
fmot/sparse/pruning_schedulers.py
fmot/sparse/pruning_utils.py
fmot/test/__init__.py
fmot/test/conftest.py
fmot/test/ds_tc_resnet.py
fmot/test/kws_test_library.py
fmot/test/test_automp.py
fmot/test/test_batchnorm.py
fmot/test/test_cqt.py
fmot/test/test_density_tracking.py
fmot/test/test_derived_param.py
fmot/test/test_diagnosis.py
fmot/test/test_dim_anno.py
fmot/test/test_dlstm.py
fmot/test/test_dropout.py
fmot/test/test_fast_ilut.py
fmot/test/test_features.py
fmot/test/test_fqir_step.py
fmot/test/test_input_formats.py
fmot/test/test_inv_mel.py
fmot/test/test_layer_reuse.py
fmot/test/test_layernorm.py
fmot/test/test_lut_grads.py
fmot/test/test_nn_stft.py
fmot/test/test_observers.py
fmot/test/test_package.py
fmot/test/test_packer.py
fmot/test/test_param_reuse.py
fmot/test/test_precision_mod.py
fmot/test/test_pruning.py
fmot/test/test_quant.py
fmot/test/test_quantile_observer.py
fmot/test/test_round_config.py
fmot/test/test_run_sequential_graph.py
fmot/test/test_saturating_lut.py
fmot/test/test_sequencers.py
fmot/test/test_serialization.py
fmot/test/test_state_inheritance.py
fmot/test/test_stride_optim.py
fmot/test/test_superstructure_dict.py
fmot/test/test_superstructure_list_dict.py
fmot/test/test_superstructure_lists.py
fmot/test/test_templates.py
fmot/test/test_tilut.py
fmot/test/test_unet.py
fmot/test/tcn/__init__.py
fmot/test/tcn/test_temporal_unfold.py
fmot/test/test_conv2d/__init__.py
fmot/test/test_conv2d/test_conv2d.py
fmot/test/test_conv2d/test_convtranspose2d.py
fmot/test/test_fqir/__init__.py
fmot/test/test_fqir/test_batch_run.py
fmot/test/test_fqir/test_broadcast_kern.py
fmot/test/test_fqir/test_cpp_runtime.py
fmot/test/test_fqir/test_cpp_runtime_notebook_regression.py
fmot/test/test_fqir/test_loop.py
fmot/test/test_fqir/test_output_names.py
fmot/test/test_fqir/test_precision_split.py
fmot/test/test_fqir/test_readme.py
fmot/test/test_fqir/test_runtime_backend.py
fmot/test/test_fqir/test_single_ops.py
fmot/test/test_fqir_writer/__init__.py
fmot/test/test_fqir_writer/test_fft.py
fmot/test/test_fqir_writer/test_graph_merging.py
fmot/test/test_fqir_writer/test_stitch_examples.py
fmot/test/test_fqir_writer/test_fftlib/__init__.py
fmot/test/test_fqir_writer/test_fftlib/test_fftlib_fft.py
fmot/test/test_fqir_writer/test_fftlib/test_stft_istft.py
fmot/test/test_fqir_writer/test_fqir_writer/__init__.py
fmot/test/test_fqir_writer/test_fqir_writer/test_comparison_ops.py
fmot/test/test_fqir_writer/test_fqir_writer/test_conditionals.py
fmot/test/test_fqir_writer/test_fqir_writer/test_divide.py
fmot/test/test_fqir_writer/test_fqir_writer/test_i24_decomp.py
fmot/test/test_fqir_writer/test_fqir_writer/test_interleaving.py
fmot/test/test_fqir_writer/test_fqir_writer/test_lut_interpolation.py
fmot/test/test_fqir_writer/test_fqir_writer/test_softmax.py
fmot/test/test_fqir_writer/test_fqir_writer/test_temporal_conv2d.py
fmot/test/test_fqir_writer/test_fqir_writer/test_vi_ops.py
fmot/test/test_fqir_writer/test_fqir_writer/test_vv_ops.py
fmot/test/test_fqir_writer/test_fqir_writer_i16/__init__.py
fmot/test/test_fqir_writer/test_fqir_writer_i16/test_boolean_ops.py
fmot/test/test_fqir_writer/test_fqir_writer_i16/test_quantization.py
fmot/test/test_fqir_writer/test_fqir_writer_i16/test_reduction.py
fmot/test/test_fqir_writer/test_fqir_writer_i16/test_simple_kernels.py
fmot/test/test_fqir_writer/test_graph_splitting/__init__.py
fmot/test/test_fqir_writer/test_graph_splitting/test_clara_split.py
fmot/test/test_fqir_writer/test_graph_splitting/test_documentation_examples.py
fmot/test/test_fqir_writer/test_graph_splitting/test_fqir_splitting.py
fmot/test/test_fqir_writer/test_graph_splitting/test_nx_parsing.py
fmot/test/test_fqir_writer/test_kernels/__init__.py
fmot/test/test_fqir_writer/test_kernels/design_biquad_filter.py
fmot/test/test_fqir_writer/test_kernels/test_biquad.py
fmot/test/test_fqir_writer/test_kernels/test_biquad_inline.py
fmot/test/test_fqir_writer/test_kernels/test_distrib_flat_linear.py
fmot/test/test_fqir_writer/test_loop_nesting/__init__.py
fmot/test/test_fqir_writer/test_loop_nesting/test_loop_nesting.py
fmot/test/test_fqir_writer/test_loop_writer/__init__.py
fmot/test/test_fqir_writer/test_loop_writer/test_filters.py
fmot/test/test_fqir_writer/test_loop_writer/test_slow_max.py
fmot/test/test_gmac/__init__.py
fmot/test/test_gmac/test_fqir_virtualization.py
fmot/test/test_gmac/test_gmac_v2.py
fmot/test/test_gmac/test_gtools.py
fmot/test/test_gmac/test_i24_sequencer.py
fmot/test/test_gmac/test_int24_integration.py
fmot/test/test_gmac/test_mimo_gmac_state.py
fmot/test/test_gmac/test_sub.py
fmot/test/test_gradients/__init__.py
fmot/test/test_gradients/test_atan2.py
fmot/test/test_gradients/test_beta_fft.py
fmot/test/test_gradients/test_nonlin_grads.py
fmot/test/test_iospec/__init__.py
fmot/test/test_iospec/test_simple_iospec.py
fmot/test/test_loops/__init__.py
fmot/test/test_loops/test_blockrnn.py
fmot/test/test_loops/test_i24_loop.py
fmot/test/test_loops/test_loop_sequencer.py
fmot/test/test_loops/test_sequential_loops.py
fmot/test/test_loops/test_simple_fmot_loops.py
fmot/test/test_observability/__init__.py
fmot/test/test_observability/test_user_varnames.py
fmot/test/test_observability/user_varname_example.py
fmot/test/test_onnx2fqir/__init__.py
fmot/test/test_onnx2fqir/test_custom_onnx_conversion.py
fmot/test/test_onnx2fqir/test_custom_rewriters.py
fmot/test/test_onnx2fqir/test_documentation_example.py
fmot/test/test_onnx2fqir/test_roundtrip.py
fmot/test/test_onnx2fqir/test_tflite_digraph.py
fmot/test/test_onnx2fqir/test_real_example/__init__.py
fmot/test/test_onnx2fqir/test_real_example/conftest.py
fmot/test/test_onnx2fqir/test_real_example/feature_extraction.py
fmot/test/test_onnx2fqir/test_real_example/test_real_example.py
fmot/test/test_signal/__init__.py
fmot/test/test_signal/test_polar_rect.py
fmot/test/test_signal/test_tuneps.py
fmot/test/test_signal/test_signal24/__init__.py
fmot/test/test_signal/test_signal24/test_higher_precision_matmul.py
fmot/test/test_signal/test_signal24/test_stft_istft.py
fmot/test/test_stft/__init__.py
fmot/test/test_stft/test_asym_example.py
fmot/test/test_stft/test_asym_stft_istft.py
fmot/test/test_stft/test_fft.py
fmot/test/test_stft/test_ifft.py
fmot/test/test_stft/test_stft.py
fmot/test/test_stft/test_stft_v2.py
fmot/test/test_stft/test_stft_winhop.py
fmot/test/test_tags/__init__.py
fmot/test/test_tags/test_dont_round.py
fmot/test/test_tdnn/__init__.py
fmot/test/test_tdnn/test_distributed_flat_linear.py
fmot/test/test_tdnn/test_docstring.py
fmot/test/test_tf_pruning/__init__.py
fmot/test/test_tf_pruning/test_scheduler_sparsity.py
fmot/test/test_user_integer_io/__init__.py
fmot/test/test_user_integer_io/test_fixed_quanta_obs.py
fmot/test/test_user_integer_io/test_fqir_integer_runtime.py
fmot/test/test_user_integer_io/test_input_signature.py
fmot/test/test_user_integer_io/test_integer_runtime_with_vi.py
fmot/test/test_user_integer_io/test_quant_specification_perf.py
fmot/test/test_user_integer_io/test_quanta_io_specification.py
fmot/test/test_workloads/__init__.py
fmot/test/test_workloads/test_reused_tcn.py
fmot/test/utm/__init__.py
fmot/test/utm/atomic_test_library.py
fmot/test/utm/feedforward_test_library.py
fmot/test/utm/get_utms.py
fmot/test/utm/plot_errors.py
fmot/test/utm/quant_tolerances.py
fmot/test/utm/rnn_test_library.py
fmot/test/utm/run_utm.py
fmot/test/utm/test_utm_converted_runtime.py
fmot/test/utm/test_utm_fqir_runtime.py
fmot/test/utm/test_utm_mixed_precision.py
fmot/test/utm/test_utm_quantization_error.py
fmot/test/utm/unittest_objects.py
fmot/tf/__init__.py
fmot/tf/sparse/__init__.py
fmot/tf/sparse/plot.py
fmot/tf/sparse/prune.py
fmot/tf/sparse/spu_pruning_wrappers.py
fmot/tf/sparse/_tfmot/__init__.py
fmot/tf/sparse/_tfmot/core/__init__.py
fmot/tf/sparse/_tfmot/core/keras/__init__.py
fmot/tf/sparse/_tfmot/core/keras/compat.py
fmot/tf/sparse/_tfmot/core/keras/metrics.py
fmot/tf/sparse/_tfmot/core/keras/utils.py
fmot/tf/sparse/_tfmot/core/sparsity/__init__.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/__init__.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/prunable_layer.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/prune.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/prune_registry.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/pruning_callbacks.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/pruning_impl.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/pruning_schedule.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/pruning_utils.py
fmot/tf/sparse/_tfmot/core/sparsity/keras/pruning_wrapper.py
fmot/tf/sparse/notebooks/__init__.py
fmot/tf/sparse/pruning_schedulers/__init__.py
fmot/tf/sparse/pruning_schedulers/linear_scheduler.py
fmot/tf/sparse/pruning_schedulers/sine_scheduler.py
fmot/tracing/__init__.py
fmot/tracing/compare_fqir.py
fmot/tracing/oplinks_v1.py
fmot/tracing/tracing.py
fmot/tracing/tracing_blacklist.py
fmot/tracing/utils.py
fmot/utils/__init__.py
fmot/utils/activity.py
fmot/utils/conv1d_utils.py
fmot/utils/param_manager.py
fmot/utils/quant_diagnostic.py
fmot/utils/quantizer_manager.py
fmot/utils/rich_attr.py
fmot/utils/saturation_opt.py
fmot/utils/serialization.py
fmot/utils/typing.py
fmot/utils/quant_tools/__init__.py
fmot/utils/quant_tools/diagnosis.py