├── .clang-format ├── .gitattributes ├── .github ├── actions │ └── install-deps │ │ ├── action.yml │ │ └── dependencies.json └── workflows │ └── build-artifacts.yml ├── .gitignore ├── .gitlab-ci.perf.yml ├── .gitlab └── issue_templates │ ├── API.md │ ├── Default.md │ └── Feature.md ├── .gitmodules ├── CODE_OF_CONDUCT.md ├── LICENSE ├── LICENSE_understanding.txt ├── Makefile ├── README.debug.md ├── README.md ├── README.silicon.md ├── ci └── gitlab-test-lists │ └── .gitlab-ci.wormhole_b0_t3k_silicon_push.yml ├── compile_flags.txt ├── docs ├── CI │ ├── .gitlab-ci.build-docs.yml │ └── README.md └── public │ ├── README.md │ ├── _static │ └── tt_theme.css │ ├── advanced_user_guide.rst │ ├── api.rst │ ├── backend │ └── op.rst │ ├── build.sh │ ├── conf.py │ ├── dataformats.rst │ ├── developer.rst │ ├── dist │ ├── hardware.rst │ ├── images │ ├── bfp-efficiency.png │ ├── bfp2_blocks.png │ ├── bfp4_blocks.png │ ├── bfp8_blocks.png │ ├── cropped-favicon-32x32.png │ ├── data-formats.png │ ├── grayskull_grid.png │ ├── logo.png │ ├── overview.png │ ├── perf_analyzer_epoch.png │ ├── perf_analyzer_epoch_0_after.png │ ├── perf_analyzer_epoch_0_an_explicit.png │ ├── perf_analyzer_epoch_0_explicit.png │ ├── perf_analyzer_epoch_0_initial.png │ ├── perf_analyzer_placement_epoch_0_after.png │ ├── perf_analyzer_placement_epoch_0_initial.png │ ├── perf_analyzer_placement_epoch_0_initial_hover.png │ ├── perf_analyzer_summary.png │ ├── perf_analyzer_summary_after.png │ ├── perf_analyzer_summary_explicit.png │ ├── perf_analyzer_wf_initial.png │ ├── pybuda_pipeline1.png │ ├── reportify_initial.png │ ├── reportify_initial_dialog.png │ ├── reportify_initial_zoom.png │ ├── reportify_landing.png │ ├── reportify_passes.png │ ├── reportify_placement.jpg │ ├── reportify_placement_dialog.jpg │ ├── reportify_post_placer.png │ ├── reportify_test.png │ ├── tt_buda_w_logo.png │ ├── tt_logo.png │ └── tt_logo.svg │ ├── index.rst │ ├── installation.rst │ ├── module.mk │ ├── pybuda │ ├── debug.rst │ ├── first_model.rst │ ├── index.rst │ ├── pipeline.rst │ └── training.rst │ ├── software_pybuda │ ├── terminology.rst │ └── user_guide.rst ├── env_for_blackhole.sh ├── env_for_silicon.sh ├── env_for_wormhole_b0.sh ├── pybuda ├── README.md ├── csrc │ ├── autograd │ │ ├── autograd.cpp │ │ ├── autograd.hpp │ │ ├── binding.cpp │ │ ├── binding.hpp │ │ ├── module.mk │ │ ├── python_bindings.cpp │ │ └── python_bindings.hpp │ ├── backend_api │ │ ├── arch_type.cpp │ │ ├── arch_type.hpp │ │ ├── backend_api.cpp │ │ ├── backend_api.hpp │ │ ├── device_config.hpp │ │ └── module.mk │ ├── balancer │ │ ├── balancer.cpp │ │ ├── balancer.hpp │ │ ├── balancer_cache_collection.hpp │ │ ├── balancer_config.hpp │ │ ├── balancer_utils.cpp │ │ ├── balancer_utils.hpp │ │ ├── bandwidth_bucket.hpp │ │ ├── bandwidth_estimator_impl.cpp │ │ ├── bandwidth_estimator_impl.hpp │ │ ├── data_movement_backend_constants.hpp │ │ ├── data_movement_bw_estimation.cpp │ │ ├── data_movement_bw_estimation.hpp │ │ ├── dram_read_estimator_internal.cpp │ │ ├── dram_read_estimator_internal.hpp │ │ ├── exceptions.hpp │ │ ├── legalizer │ │ │ ├── constraints.cpp │ │ │ ├── constraints.hpp │ │ │ ├── graph_solver.cpp │ │ │ ├── graph_solver.hpp │ │ │ ├── graph_solver_types.hpp │ │ │ ├── legalizer.cpp │ │ │ └── legalizer.hpp │ │ ├── module.mk │ │ ├── output_host_tm_types.hpp │ │ ├── policies │ │ │ ├── policies.cpp │ │ │ ├── policies.hpp │ │ │ ├── policy_cnn.cpp │ │ │ ├── policy_cnn.hpp │ │ │ ├── policy_manager.cpp │ │ │ ├── policy_manager.hpp │ │ │ ├── policy_maximize_t_minimize_grid.cpp │ │ │ ├── policy_maximize_t_minimize_grid.hpp │ │ │ ├── policy_minimize_grid.cpp │ │ │ ├── policy_minimize_grid.hpp │ │ │ ├── policy_nlp.cpp │ │ │ ├── policy_nlp.hpp │ │ │ ├── policy_nlp_2.cpp │ │ │ ├── policy_random.cpp │ │ │ ├── policy_random.hpp │ │ │ ├── policy_ribbon.cpp │ │ │ ├── policy_ribbon.hpp │ │ │ ├── policy_ribbon2.cpp │ │ │ ├── policy_single_op_per_epoch.cpp │ │ │ ├── policy_single_op_per_epoch.hpp │ │ │ ├── policy_types.hpp │ │ │ ├── policy_utils.cpp │ │ │ └── policy_utils.hpp │ │ ├── python_bindings.cpp │ │ ├── python_bindings.hpp │ │ ├── python_interface.hpp │ │ ├── tests │ │ │ ├── json │ │ │ │ └── ghostnet_subgraph.json │ │ │ ├── module.mk │ │ │ ├── test_balancer.cpp │ │ │ ├── test_balancer_utils.cpp │ │ │ ├── test_balancer_utils.hpp │ │ │ ├── test_bandwidth_estimator.cpp │ │ │ ├── test_dram_read_estimator_internal.cpp │ │ │ ├── test_graph_solver.cpp │ │ │ ├── test_interactive_placer.cpp │ │ │ ├── test_op_override.cpp │ │ │ └── test_tile_layout.cpp │ │ ├── types.cpp │ │ └── types.hpp │ ├── buda_passes.cpp │ ├── buda_passes.hpp │ ├── graph_lib │ │ ├── defines.cpp │ │ ├── defines.hpp │ │ ├── edge.cpp │ │ ├── edge.hpp │ │ ├── graph.cpp │ │ ├── graph.hpp │ │ ├── module.mk │ │ ├── node.cpp │ │ ├── node.hpp │ │ ├── node_types.cpp │ │ ├── node_types.hpp │ │ ├── python_bindings.cpp │ │ ├── python_bindings.hpp │ │ ├── query.hpp │ │ ├── shape.cpp │ │ ├── shape.hpp │ │ ├── tests │ │ │ ├── module.mk │ │ │ ├── test_graphlib.cpp │ │ │ └── test_graphlib_utils.cpp │ │ ├── utils.cpp │ │ └── utils.hpp │ ├── lower_to_buda │ │ ├── comment.hpp │ │ ├── common.cpp │ │ ├── common.hpp │ │ ├── debug.cpp │ │ ├── debug.hpp │ │ ├── device.cpp │ │ ├── device.hpp │ │ ├── fused_op.cpp │ │ ├── fused_op.hpp │ │ ├── graph.cpp │ │ ├── graph.hpp │ │ ├── netlist.cpp │ │ ├── netlist.hpp │ │ ├── op.cpp │ │ ├── op.hpp │ │ ├── program.cpp │ │ ├── program.hpp │ │ ├── queue.cpp │ │ └── queue.hpp │ ├── module.mk │ ├── passes │ │ ├── amp.cpp │ │ ├── amp.hpp │ │ ├── bind_reshape_to_io.cpp │ │ ├── bind_reshape_to_io.hpp │ │ ├── commutable_pattern.cpp │ │ ├── commute_utils.cpp │ │ ├── commute_utils.hpp │ │ ├── constant_folding.cpp │ │ ├── constant_folding.hpp │ │ ├── consteval.cpp │ │ ├── consteval.hpp │ │ ├── dataformat.cpp │ │ ├── dataformat.hpp │ │ ├── decomposing_context.cpp │ │ ├── decomposing_context.hpp │ │ ├── dequant_quant_to_requant.cpp │ │ ├── dequant_quant_to_requant.hpp │ │ ├── erase_consecutive_reshape.cpp │ │ ├── erase_consecutive_reshape.hpp │ │ ├── erase_inverse_ops.cpp │ │ ├── erase_inverse_ops.hpp │ │ ├── erase_unnecessary_4d_tm_sequence.cpp │ │ ├── erase_unnecessary_4d_tm_sequence.hpp │ │ ├── eth_stream_reduction.cpp │ │ ├── eth_stream_reduction.hpp │ │ ├── explicate_unsqueeze.cpp │ │ ├── explicate_unsqueeze.hpp │ │ ├── fork_join.cpp │ │ ├── fork_join.hpp │ │ ├── fork_quantization_scales.cpp │ │ ├── fork_quantization_scales.hpp │ │ ├── forked_dram_inputs.cpp │ │ ├── forked_dram_inputs.hpp │ │ ├── fracture.cpp │ │ ├── fracture.hpp │ │ ├── fuse_conv2d_bias.cpp │ │ ├── fuse_conv2d_bias.hpp │ │ ├── fuse_ops.cpp │ │ ├── fuse_ops.hpp │ │ ├── fuse_pad_conv2d.cpp │ │ ├── fuse_pad_conv2d.hpp │ │ ├── fuse_per_channel_ops.cpp │ │ ├── fuse_per_channel_ops.hpp │ │ ├── fuse_redundant_tm_sequence.cpp │ │ ├── fuse_redundant_tm_sequence.hpp │ │ ├── fuse_reshape_transpose_into_slice.cpp │ │ ├── fuse_reshape_transpose_into_slice.hpp │ │ ├── generate_initial_flops_estimate.cpp │ │ ├── generate_initial_flops_estimate.hpp │ │ ├── hoist_transforms_to_inputs.cpp │ │ ├── hoist_transforms_to_inputs.hpp │ │ ├── insert_inverse_on_io.cpp │ │ ├── insert_inverse_on_io.hpp │ │ ├── insert_inverse_outside_quantized_region.cpp │ │ ├── insert_inverse_outside_quantized_region.hpp │ │ ├── insert_qdq_on_biases.cpp │ │ ├── insert_qdq_on_biases.hpp │ │ ├── limit_to_4d_reshape.cpp │ │ ├── limit_to_4d_reshape.hpp │ │ ├── link_past_cache_ios.cpp │ │ ├── link_past_cache_ios.hpp │ │ ├── lower_concat_to_runtime_transform.cpp │ │ ├── lower_concat_to_runtime_transform.hpp │ │ ├── lower_reinterpret_shape.cpp │ │ ├── lower_reinterpret_shape.hpp │ │ ├── lowering_context.cpp │ │ ├── lowering_context.hpp │ │ ├── make_quantized_ops.cpp │ │ ├── make_quantized_ops.hpp │ │ ├── move_dequantize.cpp │ │ ├── move_dequantize.hpp │ │ ├── move_index_to_mm_weights.cpp │ │ ├── move_index_to_mm_weights.hpp │ │ ├── move_requantize.cpp │ │ ├── move_requantize.hpp │ │ ├── move_select_after_matmul_optional.cpp │ │ ├── move_select_after_matmul_optional.hpp │ │ ├── nd_slice.hpp │ │ ├── pad_output_buffer.cpp │ │ ├── pad_output_buffer.hpp │ │ ├── padding_pass_placer.cpp │ │ ├── padding_pass_placer.hpp │ │ ├── passes_utils.cpp │ │ ├── passes_utils.hpp │ │ ├── placer_buda_passes.cpp │ │ ├── placer_buda_passes.hpp │ │ ├── post_autograd_graph_passes.cpp │ │ ├── post_autograd_graph_passes.hpp │ │ ├── post_placer_buda_passes.cpp │ │ ├── post_placer_buda_passes.hpp │ │ ├── pre_lowering_passes.cpp │ │ ├── pre_lowering_passes.hpp │ │ ├── pre_placer_buda_passes.cpp │ │ ├── pre_placer_buda_passes.hpp │ │ ├── print_graph.cpp │ │ ├── print_graph.hpp │ │ ├── python_bindings.cpp │ │ ├── python_bindings.hpp │ │ ├── remove_quant_dequant.cpp │ │ ├── remove_quant_dequant.hpp │ │ ├── replace_incommutable_patterns.cpp │ │ ├── replace_incommutable_patterns.hpp │ │ ├── reproduce_subgraph.cpp │ │ ├── reproduce_subgraph.hpp │ │ ├── set_tile_dim.cpp │ │ ├── set_tile_dim.hpp │ │ ├── squeeze_to_reshape.cpp │ │ ├── squeeze_to_reshape.hpp │ │ ├── t_stream.cpp │ │ ├── t_stream.hpp │ │ └── tests │ │ │ ├── gtest_main.cpp │ │ │ ├── module.mk │ │ │ ├── test_balacer_error_passes.cpp │ │ │ ├── test_buffering_queues.cpp │ │ │ ├── test_constant_folding.cpp │ │ │ ├── test_data_formats.cpp │ │ │ ├── test_dram_forking.cpp │ │ │ ├── test_erase_inverse_ops.cpp │ │ │ ├── test_erase_unnecessary_4d_tm_sequence.cpp │ │ │ ├── test_fork_join.cpp │ │ │ ├── test_fracturing.cpp │ │ │ ├── test_fuse_ops.cpp │ │ │ ├── test_fuse_pad_conv2d.cpp │ │ │ ├── test_fuse_reshape_transpose_pairs_into_slice_or_stack_tm.cpp │ │ │ ├── test_link_past_cache_ios.cpp │ │ │ ├── test_mm_fuse_bias.cpp │ │ │ ├── test_move_index_to_mm_weights.cpp │ │ │ ├── test_move_select_after_matmul_optional.cpp │ │ │ ├── test_padding_pass.cpp │ │ │ ├── test_past_cache_ublock_order.cpp │ │ │ ├── test_split_unsupp_ops.cpp │ │ │ ├── test_tilize.cpp │ │ │ └── test_transpose_srca.cpp │ ├── pattern_matcher │ │ ├── boost_lowering.cpp │ │ ├── boost_lowering.hpp │ │ ├── module.mk │ │ ├── pattern_matcher.cpp │ │ ├── pattern_matcher.hpp │ │ ├── python_bindings.cpp │ │ ├── python_bindings.hpp │ │ └── tests │ │ │ ├── boost_test_graphs │ │ │ ├── 12encoder_boost_graph.txt │ │ │ └── 2encoder_boost_graph.txt │ │ │ ├── gtest_main.cpp │ │ │ ├── module.mk │ │ │ └── unit_tests.cpp │ ├── perf_model │ │ ├── event.cpp │ │ ├── event.hpp │ │ ├── graph.cpp │ │ ├── graph.hpp │ │ ├── module.mk │ │ ├── perf_model.cpp │ │ ├── perf_model.hpp │ │ ├── simulator.cpp │ │ ├── simulator.hpp │ │ ├── tests │ │ │ ├── gtest_main.cpp │ │ │ ├── module.mk │ │ │ └── simulator_tests.cpp │ │ ├── trace.cpp │ │ └── trace.hpp │ ├── placer │ │ ├── README.md │ │ ├── allocator_utils.cpp │ │ ├── allocator_utils.hpp │ │ ├── best_fit_allocator.cpp │ │ ├── best_fit_allocator.hpp │ │ ├── chip_id_assignment.cpp │ │ ├── chip_id_assignment.hpp │ │ ├── dram.cpp │ │ ├── dram.hpp │ │ ├── dram_allocator.cpp │ │ ├── dram_allocator.hpp │ │ ├── dram_logger.cpp │ │ ├── dram_logger.hpp │ │ ├── evaluator.cpp │ │ ├── evaluator.hpp │ │ ├── exceptions.hpp │ │ ├── grid_placer.cpp │ │ ├── grid_placer.hpp │ │ ├── host_memory.cpp │ │ ├── host_memory.hpp │ │ ├── host_memory_allocator.cpp │ │ ├── host_memory_allocator.hpp │ │ ├── interactive_placer.cpp │ │ ├── interactive_placer.hpp │ │ ├── lower_to_placer.cpp │ │ ├── lower_to_placer.hpp │ │ ├── lowering_utils.cpp │ │ ├── lowering_utils.hpp │ │ ├── module.mk │ │ ├── placer.cpp │ │ ├── placer.hpp │ │ ├── post_epoch_passes.cpp │ │ ├── post_epoch_passes.hpp │ │ ├── pre_epoch_passes.cpp │ │ ├── pre_epoch_passes.hpp │ │ ├── python_bindings.cpp │ │ ├── python_bindings.hpp │ │ ├── tests │ │ │ ├── dram.cpp │ │ │ ├── gtest_main.cpp │ │ │ ├── module.mk │ │ │ └── unit_tests.cpp │ │ ├── utils.cpp │ │ └── utils.hpp │ ├── pybuda_bindings.cpp │ ├── python_bindings_common.hpp │ ├── reportify │ │ ├── module.mk │ │ ├── paths.cpp │ │ ├── paths.hpp │ │ ├── reportify.cpp │ │ ├── reportify.hpp │ │ ├── to_json.cpp │ │ └── to_json.hpp │ ├── scheduler │ │ ├── interactive_scheduler.cpp │ │ ├── interactive_scheduler.hpp │ │ ├── longest_path.cpp │ │ ├── longest_path.hpp │ │ ├── module.mk │ │ ├── python_bindings.cpp │ │ ├── python_bindings.hpp │ │ ├── scheduler.cpp │ │ ├── scheduler.hpp │ │ ├── utils.cpp │ │ └── utils.hpp │ ├── shared_utils │ │ ├── json_extension.hpp │ │ ├── module.mk │ │ ├── placement_printer.cpp │ │ ├── placement_printer.hpp │ │ ├── pretty_table.cpp │ │ ├── pretty_table.hpp │ │ ├── sparse_matmul_utils.cpp │ │ ├── sparse_matmul_utils.hpp │ │ ├── string_extension.cpp │ │ └── string_extension.hpp │ ├── test │ │ ├── common.hpp │ │ └── graph_api.hpp │ └── tt_torch_device │ │ ├── module.mk │ │ ├── python_bindings.cpp │ │ ├── python_bindings.hpp │ │ ├── torch_device_impl.cpp │ │ ├── tt_device.cpp │ │ └── tt_device.hpp ├── module.mk ├── pybuda │ ├── _C.pyi │ ├── _C │ │ ├── __init__.pyi │ │ ├── autograd.pyi │ │ ├── backend_api.pyi │ │ ├── balancer.pyi │ │ ├── graph.pyi │ │ ├── pattern_matcher.pyi │ │ ├── scheduler.pyi │ │ └── torch_device.pyi │ ├── __init__.py │ ├── backend.py │ ├── ci.py │ ├── compile.py │ ├── compiled_graph_state.py │ ├── config.py │ ├── cpudevice.py │ ├── device.py │ ├── device_connector.py │ ├── fx │ │ ├── __init__.py │ │ ├── capture.py │ │ ├── graph_utils.py │ │ ├── mixed_graph.py │ │ ├── nodes.py │ │ ├── schedule.py │ │ ├── torch_decomp_reconstruct.py │ │ └── trace.py │ ├── gpudevice.py │ ├── module.py │ ├── op │ │ ├── __init__.py │ │ ├── common.py │ │ ├── constant.py │ │ ├── convolution.py │ │ ├── dram_queue.py │ │ ├── eltwise_binary.py │ │ ├── eltwise_nary.py │ │ ├── eltwise_unary.py │ │ ├── embedding.py │ │ ├── eval │ │ │ ├── __init__.py │ │ │ ├── buda │ │ │ │ ├── __init__.py │ │ │ │ ├── abs.py │ │ │ │ ├── buffer.py │ │ │ │ ├── clip.py │ │ │ │ ├── constant.py │ │ │ │ ├── cosine.py │ │ │ │ ├── cyclenet.py │ │ │ │ ├── depthwise.py │ │ │ │ ├── dram_queue.py │ │ │ │ ├── eltwise_binary.py │ │ │ │ ├── eltwise_nary.py │ │ │ │ ├── eltwise_unary.py │ │ │ │ ├── embedding.py │ │ │ │ ├── ethernet_datacopy.py │ │ │ │ ├── exp.py │ │ │ │ ├── fused_ops.py │ │ │ │ ├── log.py │ │ │ │ ├── matmul.pth │ │ │ │ ├── matmul.py │ │ │ │ ├── nop.py │ │ │ │ ├── quantize.py │ │ │ │ ├── reciprocal.py │ │ │ │ ├── splice.py │ │ │ │ ├── sqrt.py │ │ │ │ ├── tanh.py │ │ │ │ ├── tilizer.py │ │ │ │ ├── tm.py │ │ │ │ ├── transpose.py │ │ │ │ └── void.py │ │ │ ├── common.py │ │ │ ├── interface.py │ │ │ ├── pybuda │ │ │ │ ├── __init__.py │ │ │ │ ├── abs.py │ │ │ │ ├── argmax.py │ │ │ │ ├── buffer.py │ │ │ │ ├── clip.py │ │ │ │ ├── constant.py │ │ │ │ ├── convolution.py │ │ │ │ ├── cosine.py │ │ │ │ ├── cumulativesum.py │ │ │ │ ├── depthwise.py │ │ │ │ ├── dram_queue.py │ │ │ │ ├── eltwise_binary.py │ │ │ │ ├── eltwise_nary.py │ │ │ │ ├── eltwise_unary.py │ │ │ │ ├── embedding.py │ │ │ │ ├── ethernet_datacopy.py │ │ │ │ ├── exp.py │ │ │ │ ├── log.py │ │ │ │ ├── mask.py │ │ │ │ ├── matmul.py │ │ │ │ ├── nn.py │ │ │ │ ├── nop.py │ │ │ │ ├── pooling.py │ │ │ │ ├── quantize.py │ │ │ │ ├── reciprocal.py │ │ │ │ ├── reduce.py │ │ │ │ ├── resize.py │ │ │ │ ├── sqrt.py │ │ │ │ ├── tanh.py │ │ │ │ ├── tilizer.py │ │ │ │ ├── tm.py │ │ │ │ └── transpose.py │ │ │ └── sparse_utils.py │ │ ├── loss.py │ │ ├── matmul.py │ │ ├── nn.py │ │ ├── pooling.py │ │ ├── quantize.py │ │ ├── reduce.py │ │ ├── resize.py │ │ └── tm.py │ ├── op_repo │ │ ├── __init__.py │ │ ├── datatypes.py │ │ ├── pybuda_operators.py │ │ └── pytorch_operators.py │ ├── optimizers.py │ ├── parameter.py │ ├── pybudaglobal.py │ ├── python_codegen.py │ ├── query.py │ ├── run │ │ ├── __init__.py │ │ ├── api.py │ │ ├── commands.py │ │ ├── context.py │ │ └── impl.py │ ├── schedulers.py │ ├── tensor.py │ ├── tools │ │ ├── __init__.py │ │ ├── autotune.py │ │ ├── autotune.sh │ │ ├── net2reportify.py │ │ ├── perf_analysis.py │ │ ├── run_net2pipe.py │ │ ├── tti_data_parallel.py │ │ └── tti_merge.py │ ├── torch_compile.py │ ├── torch_optimizers.py │ ├── torch_schedulers.py │ ├── transformers │ │ ├── __init__.py │ │ └── pipeline.py │ ├── ttcluster.py │ ├── ttdevice.py │ ├── tti │ │ ├── __init__.py │ │ ├── archive.py │ │ ├── runtime_param_yamls │ │ │ ├── bh_syslevel.yaml │ │ │ ├── galaxy_syslevel.yaml │ │ │ ├── gs_e150_syslevel.yaml │ │ │ ├── gs_e300_syslevel.yaml │ │ │ ├── wh_n150_syslevel.yaml │ │ │ └── wh_n300_syslevel.yaml │ │ ├── tti.py │ │ └── utils.py │ ├── tvm.py │ ├── tvm_to_python.py │ ├── tvm_utils.py │ ├── utils.py │ └── verify │ │ ├── __init__.py │ │ ├── backend.py │ │ ├── config.py │ │ ├── cpueval.py │ │ ├── utils.py │ │ └── verify.py ├── setup.py └── test │ ├── README.debug.md │ ├── __init__.py │ ├── backend │ ├── __init__.py │ ├── benchmark │ │ └── test_simple.py │ ├── models │ │ ├── __init__.py │ │ ├── gpt2_pybuda.py │ │ ├── test_bert.py │ │ ├── test_gpt2.py │ │ └── test_mixed_precision.py │ ├── test_backend.py │ ├── test_device.py │ ├── test_e2e.py │ ├── test_gpu_device.py │ ├── test_large_matmul.py │ ├── test_loss.py │ ├── test_pipeline.py │ ├── test_random_grids.py │ └── test_silicon.py │ ├── benchmark │ ├── README.md │ ├── benchmark.py │ ├── benchmark │ │ ├── __init__.py │ │ ├── common │ │ │ ├── __init__.py │ │ │ └── common.py │ │ └── models │ │ │ ├── __init__.py │ │ │ ├── bert.py │ │ │ ├── custom │ │ │ ├── custom_resnet_highres.py │ │ │ └── custom_vit_highres.py │ │ │ ├── deit.py │ │ │ ├── hrnet.py │ │ │ ├── implementations │ │ │ └── yolo_v3 │ │ │ │ ├── holli_src │ │ │ │ ├── utils.py │ │ │ │ ├── yolo_layer.py │ │ │ │ ├── yolov3.py │ │ │ │ ├── yolov3_base.py │ │ │ │ └── yolov3_tiny.py │ │ │ │ └── license │ │ │ ├── inception_v4.py │ │ │ ├── mobilenet_v1.py │ │ │ ├── mobilenet_v2.py │ │ │ ├── mobilenet_v3_timm.py │ │ │ ├── openpose_body.py │ │ │ ├── openpose_hand.py │ │ │ ├── other.py │ │ │ ├── resnet.py │ │ │ ├── resnet_bringup.py │ │ │ ├── t5.py │ │ │ ├── unet.py │ │ │ ├── vit.py │ │ │ ├── vovnet_v2.py │ │ │ ├── whisper.py │ │ │ ├── yolo_v3.py │ │ │ └── yolo_v5.py │ ├── run_benchmark.py │ ├── run_benchmark_debug │ ├── run_benchmark_gs_e150_df_bfp8 │ ├── run_benchmark_gs_e150_df_fp16 │ ├── run_benchmark_gs_e150_release │ ├── run_benchmark_gs_e75_df_bfp8 │ ├── run_benchmark_gs_e75_df_fp16 │ ├── run_benchmark_gs_e75_release │ ├── run_benchmark_tti │ ├── run_benchmark_tti_data_parallel │ ├── run_benchmark_wh_df_bfp8 │ ├── run_benchmark_wh_df_fp16 │ └── run_benchmark_wh_release │ ├── bert │ ├── __init__.py │ └── modules.py │ ├── common.py │ ├── conftest.py │ ├── data_formats │ ├── test_df.py │ └── test_int8.py │ ├── emulation │ └── test_emulation_basic_ops.py │ ├── falcon │ ├── __init__.py │ ├── data │ │ └── two_cities.json │ ├── finetune_configs │ │ ├── ci_basic.json │ │ └── ci_basic_lora.json │ ├── models │ │ └── falcon7b │ │ │ ├── README.md │ │ │ ├── config.json │ │ │ ├── config_padded.json │ │ │ ├── configuration_RW.py │ │ │ ├── generation_config.json │ │ │ ├── modelling_RW.py │ │ │ ├── modelling_RW_original.py │ │ │ ├── pytorch_model.bin.index.json │ │ │ ├── special_tokens_map.json │ │ │ ├── tokenizer_config.json │ │ │ ├── tt_modeling_RW.py │ │ │ ├── tt_modeling_RW_pad.py │ │ │ ├── tt_modeling_RW_pad_masked_odkv.py │ │ │ ├── tt_modeling_RW_pad_odkv.py │ │ │ ├── tt_modeling_RW_pad_odkv_conc.py │ │ │ ├── tt_modeling_RW_pad_split.py │ │ │ └── tt_modeling_RW_pad_split_cache.py │ ├── pybudify.py │ ├── requirements.txt │ └── tests │ │ ├── __init__.py │ │ ├── falcon_modules │ │ └── falcon.py │ │ ├── test_falcon7b_decode.py │ │ ├── test_falcon7b_finetune.py │ │ └── utils.py │ ├── fx │ ├── __init__.py │ ├── conftest.py │ ├── test_basics.py │ ├── test_features.py │ ├── test_models.py │ └── test_ops.py │ ├── galaxy │ ├── bert │ │ ├── run_squad_wh.py │ │ └── squad_preprocessing │ │ │ ├── evaluate-v1.1.py │ │ │ └── helpers │ │ │ ├── __init__.py │ │ │ ├── data_processing.py │ │ │ └── tokenization.py │ ├── conftest.py │ ├── one_shelf_eth_connections.yaml │ ├── one_shelf_runtime_params.yaml │ ├── test_galaxy_bert_demo.py │ ├── test_galaxy_inputs.py │ ├── test_galaxy_multichip.py │ ├── test_galaxy_shelf_setup.py │ ├── test_galaxy_unit_tests.py │ ├── test_multichip_golden.py │ ├── two_shelf_eth_connections.yaml │ ├── two_shelf_runtime_params.yaml │ └── utils │ │ ├── generate_system_params.py │ │ └── verify_push_bandwidth.py │ ├── gpt2 │ ├── gpt2.py │ └── test_gpt2.py │ ├── llama │ ├── amp_configs │ │ ├── amp_config.py │ │ └── w6.json │ ├── decode.py │ ├── eval_data │ │ └── episode_iv.txt │ ├── generate_eval.py │ ├── hang.py │ ├── llama_test.py │ ├── modeling_alpaca_caching.py │ ├── placement.py │ ├── pybudify_caching.py │ └── tt_eval.py │ ├── model_demos │ ├── __init__.py │ ├── high_prio │ │ ├── cnn │ │ │ ├── __init__.py │ │ │ ├── onnx │ │ │ │ ├── __init__.py │ │ │ │ ├── test_ddrnet.py │ │ │ │ ├── test_dla.py │ │ │ │ ├── test_fpn.py │ │ │ │ ├── test_hardnet.py │ │ │ │ ├── test_lstm_genom.py │ │ │ │ ├── test_lstm_valence.py │ │ │ │ ├── test_perceiverio_conv.py │ │ │ │ ├── test_perceiverio_fourier.py │ │ │ │ ├── test_perceiverio_learned.py │ │ │ │ ├── test_retinanet.py │ │ │ │ ├── test_segformer_imgcls_1.py │ │ │ │ ├── test_segformer_imgcls_2.py │ │ │ │ ├── test_segformer_seg_1.py │ │ │ │ ├── test_segformer_seg_2.py │ │ │ │ ├── test_yolo_v3.py │ │ │ │ ├── test_yolo_v5.py │ │ │ │ └── test_yolo_x.py │ │ │ ├── pytorch │ │ │ │ ├── __init__.py │ │ │ │ ├── test_alexnet.py │ │ │ │ ├── test_autoencoder.py │ │ │ │ ├── test_blazepose.py │ │ │ │ ├── test_bts.py │ │ │ │ ├── test_clip.py │ │ │ │ ├── test_ddrnet.py │ │ │ │ ├── test_deit.py │ │ │ │ ├── test_densenet.py │ │ │ │ ├── test_dla.py │ │ │ │ ├── test_efficientnet.py │ │ │ │ ├── test_efficientnet_lite.py │ │ │ │ ├── test_fpn.py │ │ │ │ ├── test_ghostnet.py │ │ │ │ ├── test_ghostnet_100.py │ │ │ │ ├── test_googlenet.py │ │ │ │ ├── test_hardnet.py │ │ │ │ ├── test_hrnet.py │ │ │ │ ├── test_inception_v4.py │ │ │ │ ├── test_mlp_mixer.py │ │ │ │ ├── test_mobilenet_v1.py │ │ │ │ ├── test_mobilenet_v1_ssd.py │ │ │ │ ├── test_mobilenet_v2.py │ │ │ │ ├── test_mobilenet_v3.py │ │ │ │ ├── test_monodle.py │ │ │ │ ├── test_nbeats.py │ │ │ │ ├── test_openpose.py │ │ │ │ ├── test_perceiverio_conv.py │ │ │ │ ├── test_perceiverio_fourier.py │ │ │ │ ├── test_perceiverio_learned.py │ │ │ │ ├── test_pidnet.py │ │ │ │ ├── test_rcnn.py │ │ │ │ ├── test_resnet.py │ │ │ │ ├── test_resnext.py │ │ │ │ ├── test_retinanet.py │ │ │ │ ├── test_segformer_imgcls_1.py │ │ │ │ ├── test_segformer_imgcls_2.py │ │ │ │ ├── test_segformer_semseg_1.py │ │ │ │ ├── test_segformer_semseg_2.py │ │ │ │ ├── test_ssd300_resnet50.py │ │ │ │ ├── test_swin.py │ │ │ │ ├── test_tri_basic_2.py │ │ │ │ ├── test_unet.py │ │ │ │ ├── test_vgg.py │ │ │ │ ├── test_vilt.py │ │ │ │ ├── test_vit.py │ │ │ │ ├── test_vovnet.py │ │ │ │ ├── test_wideresnet.py │ │ │ │ ├── test_xception.py │ │ │ │ ├── test_yolo_v3.py │ │ │ │ ├── test_yolo_v5.py │ │ │ │ ├── test_yolo_v6.py │ │ │ │ └── test_yolo_x.py │ │ │ └── tflite │ │ │ │ ├── __init__.py │ │ │ │ ├── test_efficientnet_lite.py │ │ │ │ ├── test_hand_landmarker.py │ │ │ │ ├── test_mobilenet_ssd.py │ │ │ │ └── test_pose_landmark.py │ │ └── nlp │ │ │ ├── __init__.py │ │ │ ├── onnx │ │ │ ├── __init__.py │ │ │ └── test_phi2.py │ │ │ └── pytorch │ │ │ ├── __init__.py │ │ │ ├── test_albert.py │ │ │ ├── test_bart.py │ │ │ ├── test_bert.py │ │ │ ├── test_codegen.py │ │ │ ├── test_distilbert.py │ │ │ ├── test_dpr.py │ │ │ ├── test_falcon.py │ │ │ ├── test_fuyu_8b.py │ │ │ ├── test_gemma_2b.py │ │ │ ├── test_gpt2.py │ │ │ ├── test_gptneo.py │ │ │ ├── test_mistral.py │ │ │ ├── test_opt.py │ │ │ ├── test_phi2.py │ │ │ ├── test_phi3.py │ │ │ ├── test_roberta.py │ │ │ ├── test_squeezebert.py │ │ │ ├── test_t5.py │ │ │ ├── test_whisper_0.py │ │ │ ├── test_whisper_1.py │ │ │ └── test_xglm.py │ ├── models │ │ ├── __init__.py │ │ ├── deit.py │ │ ├── dla.py │ │ ├── falcon │ │ │ ├── __init__.py │ │ │ ├── configuration_RW.py │ │ │ ├── model.py │ │ │ ├── pybudify.py │ │ │ └── tt_modeling_RW_pad_masked_odkv.py │ │ ├── ghostnet.py │ │ ├── monodle.py │ │ ├── retinanet │ │ │ ├── backbone.py │ │ │ └── model_implementation.py │ │ ├── t5.py │ │ ├── whisper.py │ │ ├── wideresnet.py │ │ └── xception.py │ └── utils │ │ ├── __init__.py │ │ ├── cnn │ │ ├── onnx │ │ │ └── images │ │ │ │ └── carvana.jpg │ │ └── pytorch │ │ │ ├── images │ │ │ ├── car.jpg │ │ │ ├── girl.png │ │ │ └── img.jpeg │ │ │ └── saved │ │ │ ├── efficientnet_lite │ │ │ └── src_efficientnet_lite.py │ │ │ ├── mobilenetv1_ssd │ │ │ └── vision │ │ │ │ └── nn │ │ │ │ └── mobilenet.py │ │ │ └── yolo_v3 │ │ │ └── holli_src │ │ │ └── license │ │ └── nlp │ │ └── pytorch │ │ ├── 1272-128104-0000.pt │ │ ├── 1272-128104-0001.pt │ │ ├── 1272-128104-0002.pt │ │ └── 1272-128104-0003.pt │ ├── module_utils.py │ ├── nightly │ └── cnn │ │ └── building_blocks │ │ ├── test_building_blocks.py │ │ ├── test_mobilenet.py │ │ ├── test_resnet.py │ │ ├── test_unet.py │ │ └── test_vit.py │ ├── nn │ ├── __init__.py │ ├── architectures │ │ └── cnn │ │ │ ├── __init__.py │ │ │ └── resnet │ │ │ ├── __init__.py │ │ │ └── resnet_blocks │ │ │ ├── __init__.py │ │ │ ├── basic │ │ │ ├── __init__.py │ │ │ ├── basic.py │ │ │ ├── conftest.py │ │ │ ├── test_basic.py │ │ │ ├── test_basic_single.py │ │ │ └── test_command.sh │ │ │ └── bottleneck │ │ │ ├── __init__.py │ │ │ ├── bottleneck.py │ │ │ ├── conftest.py │ │ │ ├── test_bottleneck.py │ │ │ ├── test_bottleneck_single.py │ │ │ └── test_command.sh │ ├── functional │ │ ├── __init__.py │ │ └── softmax │ │ │ ├── __init__.py │ │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── model_0.py │ │ │ ├── model_1.py │ │ │ ├── model_2.py │ │ │ ├── model_3.py │ │ │ ├── model_4.py │ │ │ └── model_5.py │ │ │ └── test_softmax.py │ └── layers │ │ └── normalization │ │ ├── __init__.py │ │ ├── models │ │ ├── __init__.py │ │ ├── model_1.py │ │ ├── model_10.py │ │ ├── model_2.py │ │ ├── model_3.py │ │ ├── model_4.py │ │ ├── model_5.py │ │ ├── model_6.py │ │ ├── model_7.py │ │ ├── model_8.py │ │ └── model_9.py │ │ └── test_layernorm.py │ ├── operators │ ├── eltwise_binary │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── model_1.py │ │ │ ├── model_10.py │ │ │ ├── model_11.py │ │ │ ├── model_2.py │ │ │ ├── model_3.py │ │ │ ├── model_4.py │ │ │ ├── model_5.py │ │ │ ├── model_6.py │ │ │ ├── model_7.py │ │ │ ├── model_8.py │ │ │ └── model_9.py │ │ ├── test_command.sh │ │ ├── test_eltwise_binary.py │ │ └── test_eltwise_binary_single.py │ ├── eltwise_binary_comparison │ │ ├── __init__.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── model_1.py │ │ │ ├── model_10.py │ │ │ ├── model_2.py │ │ │ ├── model_3.py │ │ │ ├── model_4.py │ │ │ ├── model_5.py │ │ │ ├── model_6.py │ │ │ ├── model_7.py │ │ │ ├── model_8.py │ │ │ └── model_9.py │ │ └── test_eltwise_binary_comparison.py │ ├── eltwise_unary │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── model_1.py │ │ │ ├── model_10.py │ │ │ ├── model_2.py │ │ │ ├── model_3.py │ │ │ ├── model_4.py │ │ │ ├── model_5.py │ │ │ ├── model_6.py │ │ │ ├── model_7.py │ │ │ ├── model_8.py │ │ │ ├── model_9.py │ │ │ └── test_plan │ │ │ │ ├── __init__.py │ │ │ │ ├── model_op_src_const_inputs1.py │ │ │ │ ├── model_op_src_from_another_op.py │ │ │ │ ├── model_op_src_from_dram.py │ │ │ │ ├── model_op_src_from_host.py │ │ │ │ ├── model_op_src_from_tm_edge1.py │ │ │ │ └── model_op_src_from_tm_edge2.py │ │ ├── test_command.sh │ │ ├── test_eltwise_unary.py │ │ └── test_eltwise_unary_single.py │ ├── eltwise_unary_attr │ │ ├── __init__.py │ │ ├── clip │ │ │ ├── __init__.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── model_1.py │ │ │ │ ├── model_2.py │ │ │ │ ├── model_3.py │ │ │ │ ├── model_4.py │ │ │ │ └── model_5.py │ │ │ └── test_clip.py │ │ └── leaky_relu │ │ │ ├── __init__.py │ │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── model_1.py │ │ │ ├── model_2.py │ │ │ ├── model_3.py │ │ │ ├── model_4.py │ │ │ └── model_5.py │ │ │ └── test_leaky_relu.py │ ├── grouped_reduce │ │ ├── __init__.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ └── model_0.py │ │ └── test_grouped_reduce.py │ ├── matmul │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── custom │ │ │ │ ├── model_4.py │ │ │ │ ├── model_5.py │ │ │ │ └── model_9.py │ │ │ ├── generic │ │ │ │ ├── model_1.py │ │ │ │ ├── model_10.py │ │ │ │ ├── model_2.py │ │ │ │ ├── model_3.py │ │ │ │ ├── model_6.py │ │ │ │ ├── model_7.py │ │ │ │ └── model_8.py │ │ │ ├── special_cases │ │ │ │ ├── __init__.py │ │ │ │ ├── model_11.py │ │ │ │ ├── model_12.py │ │ │ │ ├── model_13.py │ │ │ │ ├── model_14.py │ │ │ │ └── model_15.py │ │ │ └── test_plan │ │ │ │ ├── __init__.py │ │ │ │ ├── model_op_src_const_inputs1.py │ │ │ │ ├── model_op_src_const_inputs2.py │ │ │ │ ├── model_op_src_from_another_op.py │ │ │ │ ├── model_op_src_from_dram1.py │ │ │ │ ├── model_op_src_from_dram2.py │ │ │ │ ├── model_op_src_from_host.py │ │ │ │ ├── model_op_src_from_tm_edge1.py │ │ │ │ └── model_op_src_from_tm_edge2.py │ │ ├── test_command.sh │ │ ├── test_matmul.py │ │ ├── test_matmul_pytorch.py │ │ ├── test_matmul_single.py │ │ └── test_sparse_matmul.py │ ├── nary │ │ ├── __init__.py │ │ ├── test_concatenate.py │ │ ├── test_eltwise_nary.py │ │ ├── test_index_copy.py │ │ ├── test_stack.py │ │ └── test_where.py │ ├── reduce │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── models_4d │ │ │ ├── __init__.py │ │ │ ├── model_0.py │ │ │ ├── model_1.py │ │ │ ├── model_2.py │ │ │ ├── model_3.py │ │ │ ├── model_4.py │ │ │ └── model_5.py │ │ ├── models_nd │ │ │ ├── __init__.py │ │ │ ├── model_1.py │ │ │ ├── model_2.py │ │ │ ├── model_3.py │ │ │ ├── model_4.py │ │ │ └── model_5.py │ │ ├── test_command.sh │ │ ├── test_reduce_4d.py │ │ ├── test_reduce_nd.py │ │ └── test_reduce_nd_single.py │ ├── test_plan_template.txt │ ├── tm │ │ ├── __init__.py │ │ ├── fuse │ │ │ ├── __init__.py │ │ │ └── test_fuse_tm_sequence.py │ │ ├── hstack_hslice │ │ │ ├── __init__.py │ │ │ ├── conftest.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── model_1.py │ │ │ │ ├── model_2.py │ │ │ │ ├── model_3.py │ │ │ │ ├── model_4.py │ │ │ │ └── model_5.py │ │ │ ├── test_command.sh │ │ │ ├── test_hstack_hslice.py │ │ │ └── test_hstack_hslice_single.py │ │ ├── pad │ │ │ ├── __init__.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── model_1.py │ │ │ │ ├── model_2.py │ │ │ │ ├── model_3.py │ │ │ │ ├── model_4.py │ │ │ │ └── model_5.py │ │ │ └── test_pad.py │ │ ├── reshape │ │ │ ├── __init__.py │ │ │ ├── conftest.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── model_1.py │ │ │ │ ├── model_2.py │ │ │ │ ├── model_3.py │ │ │ │ ├── model_4.py │ │ │ │ └── model_5.py │ │ │ ├── test_command.sh │ │ │ ├── test_reshape.py │ │ │ └── test_reshape_single.py │ │ └── vstack_vslice │ │ │ ├── __init__.py │ │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── model_1.py │ │ │ ├── model_2.py │ │ │ ├── model_3.py │ │ │ ├── model_4.py │ │ │ └── model_5.py │ │ │ └── test_vstack_vslice.py │ └── utils │ │ ├── __init__.py │ │ ├── failing_reasons.py │ │ ├── netlist_utils.py │ │ └── utils.py │ ├── operators_pytorch │ └── eltwise_binary │ │ ├── __init__.py │ │ ├── conftest.py │ │ └── test_pytorch_binary.py │ ├── quantized │ ├── test_onnx_qdq_commute.py │ └── test_onnx_quantized.py │ ├── random │ ├── README.md │ ├── __init__.py │ ├── conftest.py │ ├── rgg │ │ ├── __init__.py │ │ ├── algorithms.py │ │ ├── base.py │ │ ├── config.py │ │ ├── datatypes.py │ │ ├── frameworks.py │ │ ├── pybuda │ │ │ ├── __init__.py │ │ │ ├── generated_model.jinja2 │ │ │ └── model.py │ │ ├── pytorch │ │ │ ├── __init__.py │ │ │ ├── generated_model.jinja2 │ │ │ └── model.py │ │ ├── shapes.py │ │ └── utils.py │ ├── test_bert.py │ ├── test_graphs.py │ ├── test_resnet.py │ └── test_three_ops.py │ ├── santacoder │ ├── README.md │ ├── configuration_gpt2_mq.py │ ├── decode.py │ ├── gpt2_mq.py │ ├── kv_cache.pt │ ├── modeling_gpt2.py │ ├── prefill.py │ ├── pybudify.py │ └── requirements.txt │ ├── serve │ ├── README.md │ ├── ask.py │ └── qa_serve.py │ ├── test_bert.py │ ├── test_broadcast_splits.py │ ├── test_consteval.py │ ├── test_constraints.py │ ├── test_conv2d.py │ ├── test_conv2d_perf.py │ ├── test_cross_entropy_loss.py │ ├── test_error.py │ ├── test_fork_join.py │ ├── test_fracturing.py │ ├── test_fusing.py │ ├── test_indexing.py │ ├── test_kernel_broadcast.py │ ├── test_large_parameters.py │ ├── test_long_short_path.py │ ├── test_multichip.py │ ├── test_nlp_pipeline.py │ ├── test_nn.py │ ├── test_optimizers.py │ ├── test_padding │ ├── __init__.py │ ├── other │ │ ├── __init__.py │ │ ├── test_padding_pass_a.py │ │ ├── test_padding_pass_b.py │ │ ├── test_padding_pass_c.py │ │ ├── test_padding_pass_d.py │ │ ├── test_padding_pass_e.py │ │ ├── test_padding_pass_f.py │ │ ├── test_padding_pass_g.py │ │ ├── test_padding_pass_h.py │ │ ├── test_padding_pass_i.py │ │ └── test_padding_pass_k.py │ ├── sanity │ │ ├── __init__.py │ │ └── test_padding.py │ └── tms │ │ ├── __init__.py │ │ └── test_padding_tms.py │ ├── test_perf_simulator.py │ ├── test_placer_apis.py │ ├── test_recompile.py │ ├── test_sanity.py │ ├── test_shapes.py │ ├── test_splice.py │ ├── test_streaming.py │ ├── test_transpose_ops_placement.py │ ├── test_user.py │ ├── training │ └── mnist │ │ ├── __init__.py │ │ ├── mnist_pybuda_overfit.py │ │ ├── mnist_pytorch_overfit.py │ │ └── utils.py │ ├── tti │ ├── __init__.py │ ├── test_tti.py │ ├── test_tti_data_parallel.py │ └── test_tti_merge.py │ ├── tvm │ ├── clip_guided_diffusion │ │ ├── CLIP │ │ │ ├── __init__.py │ │ │ ├── test_CLIP.py │ │ │ └── test_CLIP_units.py │ │ └── UNet │ │ │ ├── __init__.py │ │ │ ├── test_UNet.py │ │ │ ├── test_UNet_blocks.py │ │ │ └── test_resblock.py │ ├── cnn │ │ ├── mxnet │ │ │ ├── test_alexnet.py │ │ │ ├── test_densenet.py │ │ │ ├── test_mobilenet.py │ │ │ ├── test_resnet.py │ │ │ ├── test_squeezenet.py │ │ │ └── test_vgg.py │ │ ├── onnx │ │ │ ├── test_fcn.py │ │ │ ├── test_lstm_genom.py │ │ │ ├── test_mnist.py │ │ │ └── test_resnet.py │ │ ├── pytorch │ │ │ ├── alphapose │ │ │ │ ├── 256x192_res50_lr1e-3_1x.yaml │ │ │ │ ├── models │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── builder.py │ │ │ │ │ ├── fastpose.py │ │ │ │ │ ├── fastpose_duc.py │ │ │ │ │ ├── fastpose_duc_dense.py │ │ │ │ │ ├── layers │ │ │ │ │ │ ├── DUC.py │ │ │ │ │ │ ├── PixelUnshuffle.py │ │ │ │ │ │ ├── Resnet.py │ │ │ │ │ │ ├── SE_Resnet.py │ │ │ │ │ │ ├── SE_module.py │ │ │ │ │ │ └── ShuffleResnet.py │ │ │ │ │ └── simplepose.py │ │ │ │ └── utils │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── config.py │ │ │ │ │ ├── registry.py │ │ │ │ │ └── transforms.py │ │ │ ├── dall_e_vae │ │ │ │ ├── __init__.py │ │ │ │ ├── decoder.py │ │ │ │ ├── encoder.py │ │ │ │ ├── license │ │ │ │ └── utils.py │ │ │ ├── fastdepth │ │ │ │ ├── imagenet │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── mobilenet.py │ │ │ │ ├── license │ │ │ │ ├── metrics.py │ │ │ │ ├── models.py │ │ │ │ └── utils.py │ │ │ ├── gscnn │ │ │ │ ├── Resnet.py │ │ │ │ ├── SEresnext.py │ │ │ │ ├── __init__.py │ │ │ │ ├── config.py │ │ │ │ ├── gated_spatial_conv.py │ │ │ │ ├── gscnn.py │ │ │ │ ├── mynn.py │ │ │ │ └── wider_resnet.py │ │ │ ├── tests_A │ │ │ │ ├── __init__.py │ │ │ │ └── test_fcn.py │ │ │ ├── tests_B │ │ │ │ ├── SSD │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── ssd.py │ │ │ │ ├── __init__.py │ │ │ │ ├── test_mnist.py │ │ │ │ └── test_videopose.py │ │ │ ├── tests_C │ │ │ │ ├── test_densenet.py │ │ │ │ └── test_yolov5.py │ │ │ └── videopose │ │ │ │ └── model.py │ │ ├── tensorflow │ │ │ ├── tests_A │ │ │ │ └── test_nasnet.py │ │ │ └── tests_B │ │ │ │ ├── test_alexnet.py │ │ │ │ ├── test_densenet.py │ │ │ │ ├── test_efficientnet.py │ │ │ │ └── test_vgg.py │ │ └── tflite │ │ │ ├── test_efficientnet_lite.py │ │ │ └── test_pose_landmark.py │ ├── nightly │ │ ├── get_pytorch_model_with_activations.py │ │ ├── get_tensorflow_model_with_activations.py │ │ ├── test_pytorch_models.py │ │ ├── test_supported_pytorch_models.py │ │ ├── test_supported_tensorflow_models.py │ │ └── test_tensorflow_models.py │ ├── nlp │ │ ├── __init__.py │ │ ├── jax │ │ │ └── test_bert.py │ │ ├── onnx │ │ │ ├── __init__.py │ │ │ ├── tests_A │ │ │ │ ├── __init__.py │ │ │ │ └── test_roberta.py │ │ │ ├── tests_B │ │ │ │ ├── __init__.py │ │ │ │ ├── test_albert.py │ │ │ │ ├── test_bart.py │ │ │ │ ├── test_bert.py │ │ │ │ ├── test_distilbert.py │ │ │ │ ├── test_gpt2.py │ │ │ │ └── test_gptj.py │ │ │ └── tests_C │ │ │ │ ├── __init__.py │ │ │ │ ├── test_opt.py │ │ │ │ ├── test_t5.py │ │ │ │ └── test_xglm.py │ │ ├── pytorch │ │ │ ├── __init__.py │ │ │ ├── bloom │ │ │ │ ├── __init__.py │ │ │ │ ├── model.py │ │ │ │ └── ttmodel.py │ │ │ ├── gnmt │ │ │ │ ├── __init__.py │ │ │ │ ├── attention.py │ │ │ │ ├── config.py │ │ │ │ ├── decoder.py │ │ │ │ ├── encoder.py │ │ │ │ ├── gnmt.py │ │ │ │ ├── seq2seq_base.py │ │ │ │ └── utils.py │ │ │ ├── tests_A │ │ │ │ ├── __init__.py │ │ │ │ ├── test_detr.py │ │ │ │ ├── test_t5_small.py │ │ │ │ └── test_xlnet.py │ │ │ ├── tests_B │ │ │ │ └── __init__.py │ │ │ ├── tests_C │ │ │ │ ├── __init__.py │ │ │ │ ├── test_unispeech.py │ │ │ │ └── test_wav2vec2.py │ │ │ ├── tests_D │ │ │ │ ├── __init__.py │ │ │ │ ├── test_bart.py │ │ │ │ ├── test_bloom.py │ │ │ │ ├── test_gnmt.py │ │ │ │ ├── test_gptj.py │ │ │ │ └── test_longformer.py │ │ │ └── tests_E │ │ │ │ ├── 1272-128104-0000.pt │ │ │ │ └── __init__.py │ │ └── tensorflow │ │ │ ├── __init__.py │ │ │ ├── tests_A │ │ │ └── test_t5_small_tf.py │ │ │ ├── tests_B │ │ │ ├── __init__.py │ │ │ ├── test_bart.py │ │ │ ├── test_bert.py │ │ │ ├── test_gpt2.py │ │ │ └── test_gptj_tf.py │ │ │ └── tests_C │ │ │ ├── test_distillbert.py │ │ │ ├── test_opt.py │ │ │ └── test_roberta.py │ ├── python │ │ ├── test_fracturing.py │ │ └── test_sanity.py │ ├── recommendation │ │ └── pytorch │ │ │ ├── deepctr_torch │ │ │ ├── __init__.py │ │ │ ├── callbacks.py │ │ │ ├── inputs.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ ├── activation.py │ │ │ │ ├── core_modules.py │ │ │ │ ├── interaction.py │ │ │ │ ├── sequence.py │ │ │ │ └── utils.py │ │ │ ├── license │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── afm.py │ │ │ │ ├── afn.py │ │ │ │ ├── autoint.py │ │ │ │ ├── basemodel.py │ │ │ │ ├── ccpm.py │ │ │ │ ├── dcn.py │ │ │ │ ├── dcnmix.py │ │ │ │ ├── deepfm.py │ │ │ │ ├── dien.py │ │ │ │ ├── difm.py │ │ │ │ ├── din.py │ │ │ │ ├── fibinet.py │ │ │ │ ├── ifm.py │ │ │ │ ├── mlr.py │ │ │ │ ├── nfm.py │ │ │ │ ├── onn.py │ │ │ │ ├── pnn.py │ │ │ │ ├── wdl.py │ │ │ │ └── xdeepfm.py │ │ │ ├── movielens_sample.txt │ │ │ └── utils.py │ │ │ ├── test_afn.py │ │ │ ├── test_core_modules.py │ │ │ ├── test_deepfm.py │ │ │ ├── test_dlrm.py │ │ │ ├── test_fibinet.py │ │ │ ├── test_interaction.py │ │ │ └── test_xdeepfm.py │ ├── sanity │ │ ├── __init__.py │ │ ├── tests_A │ │ │ ├── __init__.py │ │ │ ├── test_sanity_passthrough.py │ │ │ ├── test_sanity_pytorch.py │ │ │ └── test_tvm.py │ │ ├── tests_B │ │ │ ├── __init__.py │ │ │ ├── test_df.py │ │ │ ├── test_fallback_only.py │ │ │ ├── test_pattern_matcher.py │ │ │ ├── test_propped_params_tensorflow.py │ │ │ └── test_sanity_onnx.py │ │ └── tests_C │ │ │ ├── __init__.py │ │ │ ├── test_decomps.py │ │ │ ├── test_sanity_jax.py │ │ │ └── test_sanity_tf.py │ ├── stable_diffusion │ │ ├── run_stable_diffusion.py │ │ └── test_stable_diffusion.py │ └── utils.py │ ├── utils.py │ └── versim │ └── test_versim_basic_ops.py ├── pyproject.toml ├── pytest.ini ├── python_env ├── core_requirements.txt ├── dev_requirements.txt ├── dist_requirements.txt ├── module.mk ├── requirements.txt └── requirements_ext.txt ├── run_tests.py ├── scripts ├── bisect.sh ├── compare_perf.py └── gitlab_single_job_history.py ├── setup.py ├── silicon_sanity.sh ├── third_party ├── fmt │ └── fmt │ │ ├── args.h │ │ ├── chrono.h │ │ ├── color.h │ │ ├── compile.h │ │ ├── core.h │ │ ├── format-inl.h │ │ ├── format.h │ │ ├── locale.h │ │ ├── os.h │ │ ├── ostream.h │ │ ├── printf.h │ │ ├── ranges.h │ │ └── xchar.h └── json │ ├── json.hpp │ ├── json_fwd.hpp │ └── pybind11_json.hpp └── utils ├── assert.hpp ├── env.hpp ├── hash_combine.hpp ├── logger.hpp ├── ordered_associative_containers ├── fwd.hpp ├── ordered_hash.hpp ├── 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