AMDMIGraphX

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AMD's graph optimization engine.

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- rocm-ci.yml
- - select_findings.mjs
- install
- pre-commit
- - cpp-source.instructions.md
  - kernel-source.instructions.md
- - bug-dev-template.yaml
  - config.yml
  - issue_report.yml
- - benchmark.yaml
  - ci.yaml
  - clean-closed-pr-caches.yaml
  - config.md
  - history.yaml
  - performance.yaml
  - pr-review-status.yaml
  - README.md
  - report.yaml
  - rocm-image-release.yaml
  - sync-onnxrt-main.yaml
  - sync_rocMLIR.yaml
  - unreleased_rocm.yaml
  - weekly_master_sync.yaml
  - windows.yaml
- CODEOWNERS
- dependabot.yml
- pull_request_template.md
- CheckCXXLinkerFlag.cmake
- DetectPackageBackend.cmake
- Embed.cmake
- EnableCompilerWarnings.cmake
- ExportHeader.cmake
- FindParallelSTL.cmake
- PythonModules.cmake
- RegisterOp.cmake
- TargetFlags.cmake
- verify_offload_archs.cmake
- - deep-learning-compilation.rst
- - attention_fusion.png
  - attention_fusion.svg
  - migraphx_compilation_flow.png
  - migraphx_compilation_flow.svg
  - mnist8_netron_debug_symbols.png
  - roctx1.png
  - roctx2.png
- - contributing-to-migraphx.rst
  - cross_compilation.rst
  - data.rst
  - debug_symbols.rst
  - matchers.rst
  - onnx_operators.rst
  - op_builders.rst
  - operators.rst
  - pass.rst
  - program.rst
  - quantization.rst
  - targets.rst
  - tools.rst
  - triage-migraphx.rst
  - triage-rocmlir.rst
- - Doxyfile
- - compile.rst
  - read.rst
- - gpu-driver.rst
- - install-migraphx.rst
  - install-torch-migraphx.rst
- - driver-options.rst
  - MIGraphX-cpp.rst
  - MIGraphX-data-type-support.rst
  - MIGraphX-dev-env-vars.rst
  - MIGraphX-dev-reference.rst
  - MIGraphX-py.rst
  - MIGraphX-user-reference.rst
- - _toc.yml.in
  - requirements.in
  - requirements.txt
- - MIGraphX-examples.rst
- CMakeLists.txt
- conf.py
- cpp_user_guide.rst
- environment.yml
- index.rst
- license.md
- migraphx-driver.rst
- py_user_guide.rst
- - README.md
- - README.md
- - README.md
- - migraphx_ep.py
- - README.md
- - README.md
- README.md
- - api.cpp
  - CMakeLists.txt
  - migraphx.py
- - argument_parser.hpp
  - CMakeLists.txt
  - command.hpp
  - main.cpp
  - marker_roctx.cpp
  - marker_roctx.hpp
  - mlir.cpp
  - mlir.hpp
  - models.cpp
  - models.hpp
  - passes.cpp
  - passes.hpp
  - perf.cpp
  - perf.hpp
  - precision.hpp
  - transform.cpp
  - transform.hpp
  - trim.cpp
  - trim.hpp
  - verbose_terminate.cpp
  - verbose_terminate.hpp
  - verify.cpp
  - verify.hpp
  - verify_options.hpp
- - broadcast_qdq.cpp
  - checks.cpp
  - CMakeLists.txt
  - conv.cpp
  - map_activation_functions.cpp
  - netron_output.cpp
  - onnx.cpp
  - onnx.proto
  - onnx_parser.cpp
  - op_parser.cpp
  - padding.cpp
  - parse_arg_op.cpp
  - parse_array_feature_extractor.cpp
  - parse_aten.cpp
  - parse_attention.cpp
  - parse_batchnorm.cpp
  - parse_biasadd.cpp
  - parse_binary_op.cpp
  - parse_cast.cpp
  - parse_castlike.cpp
  - parse_celu.cpp
  - parse_clip.cpp
  - parse_compare_op.cpp
  - parse_constant.cpp
  - parse_constant_fill.cpp
  - parse_constant_of_shape.cpp
  - parse_conv_transpose.cpp
  - parse_convolution.cpp
  - parse_depthtospace.cpp
  - parse_dequantizelinear.cpp
  - parse_dropout.cpp
  - parse_dynamicquantizelinear.cpp
  - parse_dynamicscale.cpp
  - parse_einsum.cpp
  - parse_expand.cpp
  - parse_eyelike.cpp
  - parse_fused_matmul.cpp
  - parse_gather_elements.cpp
  - parse_gelu.cpp
  - parse_gemm.cpp
  - parse_generic_op.cpp
  - parse_greaterorequal.cpp
  - parse_gridsample.cpp
  - parse_group_query_attention.cpp
  - parse_groupnorm.cpp
  - parse_gru.cpp
  - parse_hardmax.cpp
  - parse_hardsigmoid.cpp
  - parse_if.cpp
  - parse_imagescalar.cpp
  - parse_instancenorm.cpp
  - parse_isinf.cpp
  - parse_layernorm.cpp
  - parse_lessorequal.cpp
  - parse_loop.cpp
  - parse_lpnormalization.cpp
  - parse_lstm.cpp
  - parse_matmul.cpp
  - parse_matmulbnb4.cpp
  - parse_matmulnbits.cpp
  - parse_mean.cpp
  - parse_mean_variance_normalization.cpp
  - parse_mod.cpp
  - parse_multi_head_attention.cpp
  - parse_multinomial.cpp
  - parse_mxqdq.cpp
  - parse_nonmaxsuppression.cpp
  - parse_nonzero.cpp
  - parse_onehot.cpp
  - parse_pad.cpp
  - parse_pooling.cpp
  - parse_pow.cpp
  - parse_prefix_scan.cpp
  - parse_qlinearbinary.cpp
  - parse_qlinearconcat.cpp
  - parse_qlinearconv.cpp
  - parse_qlinearmatmul.cpp
  - parse_qlinearpooling.cpp
  - parse_qlinearunary.cpp
  - parse_quantizelinear.cpp
  - parse_randomnormal_ops.cpp
  - parse_randomuniform_ops.cpp
  - parse_range.cpp
  - parse_reduce_op.cpp
  - parse_reshape.cpp
  - parse_resize.cpp
  - parse_reversesequence.cpp
  - parse_rnn.cpp
  - parse_roialign.cpp
  - parse_rotary_embedding.cpp
  - parse_scan.cpp
  - parse_scatter.cpp
  - parse_scatternd.cpp
  - parse_selu.cpp
  - parse_shape.cpp
  - parse_shrink.cpp
  - parse_simplified_layer_normalization.cpp
  - parse_size.cpp
  - parse_skip_layer_normalization.cpp
  - parse_skip_simplified_layer_normalization.cpp
  - parse_slice.cpp
  - parse_softmax.cpp
  - parse_softmaxcrossentropyloss.cpp
  - parse_softplus.cpp
  - parse_softsign.cpp
  - parse_spacetodepth.cpp
  - parse_split.cpp
  - parse_squeeze.cpp
  - parse_thresholdedrelu.cpp
  - parse_tile.cpp
  - parse_topk.cpp
  - parse_transpose.cpp
  - parse_trilu.cpp
  - parse_unique.cpp
  - parse_variadic_op.cpp
  - parse_where.cpp
  - pooling.cpp
  - quantize_dequantize_linear.cpp
- - CMakeLists.txt
  - migraphx_py.cpp
  - py.cpp
  - py_loader.cpp
- - attr_value.proto
  - CMakeLists.txt
  - function.proto
  - graph.proto
  - node_def.proto
  - op_def.proto
  - op_parser.cpp
  - parse_addn.cpp
  - parse_arg_op.cpp
  - parse_batchnorm.cpp
  - parse_biasadd.cpp
  - parse_binary_op.cpp
  - parse_cast.cpp
  - parse_concat.cpp
  - parse_constant.cpp
  - parse_conv.cpp
  - parse_depthwiseconv.cpp
  - parse_expanddims.cpp
  - parse_gather.cpp
  - parse_generic_op.cpp
  - parse_matmul.cpp
  - parse_mean.cpp
  - parse_onehot.cpp
  - parse_pack.cpp
  - parse_pad.cpp
  - parse_pooling.cpp
  - parse_relu6.cpp
  - parse_reshape.cpp
  - parse_shape.cpp
  - parse_slice.cpp
  - parse_softmax.cpp
  - parse_split.cpp
  - parse_squeeze.cpp
  - parse_stridedslice.cpp
  - parse_transpose.cpp
  - resource_handle.proto
  - tensor.proto
  - tensor_shape.proto
  - tf.cpp
  - tf_parser.cpp
  - types.proto
  - versions.proto
- adjust_allocation.cpp
- analyze_streams.cpp
- apply_alpha_beta.cpp
- argument.cpp
- auto_contiguous.cpp
- autocast_fp8.cpp
- base64.cpp
- CMakeLists.txt
- color.cpp
- common.cpp
- common_dims.cpp
- compile_modes.cpp
- compile_src.cpp
- config.h.in
- convert_to_json.cpp
- convolution.cpp
- cpp_generator.cpp
- dead_code_elimination.cpp
- dim_like.cpp
- dom_info.cpp
- dynamic_loader.cpp
- eliminate_allocation.cpp
- eliminate_common_subexpression.cpp
- eliminate_concat.cpp
- eliminate_contiguous.cpp
- eliminate_convert.cpp
- eliminate_data_type.cpp
- eliminate_identity.cpp
- eliminate_pad.cpp
- env.cpp
- file_buffer.cpp
- fileutils.cpp
- fp8_ocp_to_fnuz.cpp
- fp_to_double.cpp
- fuse_attention.cpp
- fuse_concat.cpp
- fuse_horizontal.cpp
- fuse_pointwise.cpp
- fuse_pointwise_reduce.cpp
- fuse_reduce.cpp
- gemm.cpp
- generate.cpp
- graphviz.cpp
- inline_module.cpp
- insert_pad.cpp
- instruction.cpp
- json.cpp
- layout_convolution.cpp
- lexing.cpp
- load_save.cpp
- logger.cpp
- make_op.cpp
- md5.cpp
- memory_coloring.cpp
- module.cpp
- msgpack.cpp
- normalize_attributes.cpp
- normalize_ops.cpp
- op_enums.cpp
- operation.cpp
- optimize_module.cpp
- pad_calc.cpp
- param_utils.cpp
- pass.cpp
- pass_manager.cpp
- permutation.cpp
- preallocate_param.cpp
- process.cpp
- program.cpp
- promote_literals.cpp
- propagate_constant.cpp
- propagate_precision.cpp
- quantization.cpp
- quantize_8bits.cpp
- quantize_int4.cpp
- reduce_dims.cpp
- register_op.cpp
- register_target.cpp
- replace_allocate.cpp
- reshape_dims.cpp
- rewrite_convolution.cpp
- rewrite_dot.cpp
- rewrite_gelu.cpp
- rewrite_low_precision.cpp
- rewrite_pooling.cpp
- rewrite_quantization.cpp
- rewrite_reduce.cpp
- rewrite_resize.cpp
- rewrite_topk.cpp
- schedule.cpp
- serialize.cpp
- shape.cpp
- shape_transform_descriptor.cpp
- simplify_algebra.cpp
- simplify_dyn_ops.cpp
- simplify_qdq.cpp
- simplify_reshapes.cpp
- split_reduce.cpp
- split_single_dyn_dim.cpp
- sqlite.cpp
- sym.cpp
- target.cpp
- tmp_dir.cpp
- truncate_float.cpp
- value.cpp
- verify_args.cpp
- version.h.in
- - CMakeLists.txt
  - test_array_base.cpp
  - test_assign.cpp
  - test_c_op_construct.c
  - test_compile_options.cpp
  - test_cpu.cpp
  - test_custom_op.cpp
  - test_custom_op_gpu.cpp
  - test_dynamic_shape.cpp
  - test_gpu.cpp
  - test_lookup.cpp
  - test_module_construct.cpp
  - test_onnx_op_list.cpp
  - test_op_construct.cpp
  - test_parser_warning.cpp
  - test_save_load.cpp
  - test_symbolic_shape.cpp
  - test_tf_parser.cpp
  - test_trace_callback.cpp
- - get_target_assignments.cpp
  - test_compile.cpp
- - adjust_allocation.cpp
  - codegen_literal.cpp
  - compile_gen.cpp
  - compile_hipblaslt.cpp
  - context_serialize.cpp
  - dimensions_of_lowering.cpp
  - dyn_slice_lowering.cpp
  - dynamic_code_object_op.cpp
  - external_stream.cpp
  - fuse_gemm.cpp
  - fuse_mlir.cpp
  - fuse_mlss.cpp
  - fuse_ops.cpp
  - gemm_tune.cpp
  - generate_random.cpp
  - hip.cpp
  - jit.cpp
  - layout_convolution_option.cpp
  - literal.cpp
  - lower_device_ops.cpp
  - lower_reshape.cpp
  - make_precompile_op.hpp
  - manage_host_buffer.cpp
  - mlir.cpp
  - mlir_pointwise.cpp
  - nonmaxsuppression.cpp
  - pack_args.cpp
  - prefuse_ops.cpp
  - prepare_mlir.cpp
  - prepare_reduce.cpp
  - quantization.cpp
  - stream_sync.cpp
  - target_serialize.cpp
  - winograd_conv_shape.cpp
  - write_literals.cpp
- - basic_ops.hpp
  - group.hpp
  - layernorm.hpp
  - pointwise.hpp
  - quantize_helpers.hpp
  - reduce.hpp
  - rob.hpp
  - test.hpp
- - multitarget_test.cpp
- - .onnxrt-commit
  - acos_test.onnx
  - acosh_test.onnx
  - add_bcast_test.onnx
  - add_bf16_test.onnx
  - add_fp16_test.onnx
  - add_fp8_test.onnx
  - add_scalar_test.onnx
  - argmax_dyn_test.onnx
  - argmax_select_last_index_test.onnx
  - argmax_test.onnx
  - argmin_select_last_index_test.onnx
  - argmin_test.onnx
  - array_feature_extractor_2d_test.onnx
  - array_feature_extractor_3d_test.onnx
  - asin_test.onnx
  - asinh_test.onnx
  - atan_test.onnx
  - atanh_test.onnx
  - attention_double_head_batch1_test.onnx
  - attention_double_head_bias_3d_mask_test.onnx
  - attention_double_head_bias_4d_mask_test.onnx
  - attention_double_head_bias_asym_left_pad_mask_test.onnx
  - attention_double_head_bias_asym_mask_bad_rotary_embedding_dim_test.onnx
  - attention_double_head_bias_asym_mask_filter_val_test.onnx
  - attention_double_head_bias_asym_mask_rotary_embedding_dim_test.onnx
  - attention_double_head_bias_asym_mask_rotary_test.onnx
  - attention_double_head_bias_asym_mask_scale_test.onnx
  - attention_double_head_bias_asym_mask_test.onnx
  - attention_double_head_bias_asym_mask_unidirectional_test.onnx
  - attention_double_head_bias_asym_right_pad_mask_test.onnx
  - attention_double_head_bias_mask_batch1_test.onnx
  - attention_double_head_bias_mask_past_attn_bias_shared_past_seq_len_test.onnx
  - attention_double_head_bias_mask_past_attn_bias_shared_test.onnx
  - attention_double_head_bias_mask_past_test.onnx
  - attention_double_head_bias_mask_test.onnx
  - attention_double_head_bias_test.onnx
  - attention_double_head_test.onnx
  - attention_invalid_bias_dims_size.onnx
  - attention_invalid_bias_value_size.onnx
  - attention_invalid_input_dimension.onnx
  - attention_invalid_input_num.onnx
  - attention_invalid_mask_2d_dims_test.onnx
  - attention_invalid_mask_3d_dims_test.onnx
  - attention_invalid_mask_4d_dims_test.onnx
  - attention_invalid_mask_4d_last_dims_test.onnx
  - attention_invalid_mask_5d_dims_test.onnx
  - attention_invalid_mask_type_test.onnx
  - attention_invalid_no_num_heads.onnx
  - attention_invalid_qkv_attr_test.onnx
  - attention_invalid_qkv_attr_test2.onnx
  - attention_invalid_qkv_attr_test3.onnx
  - attention_invalid_uneven_weight_no_qkv_hidden.onnx
  - attention_invalid_weight_hidden_size.onnx
  - attention_multihead_bias_mask_test.onnx
  - attention_multihead_test.onnx
  - attention_single_head_batch1_test.onnx
  - attention_single_head_batch2_test.onnx
  - attention_single_head_test.onnx
  - averagepool_1d_test.onnx
  - averagepool_3d_test.onnx
  - averagepool_dilate_test.onnx
  - averagepool_dyn_asym_padding_error_test.onnx
  - averagepool_dyn_autopad_test.onnx
  - averagepool_dyn_cip_error_test.onnx
  - averagepool_dyn_test.onnx
  - averagepool_notset_test.onnx
  - averagepool_nt_cip_test.onnx
  - averagepool_same_lower_test.onnx
  - averagepool_same_upper_test.onnx
  - averagepool_sl_cip_test.onnx
  - batch_norm_1d_test.onnx
  - batch_norm_2d_test.onnx
  - batch_norm_3d_test.onnx
  - batch_norm_flat_test.onnx
  - batch_norm_invalid_bias_rank_test.onnx
  - batch_norm_rank_2_test.onnx
  - biasadd_test.onnx
  - binary_dyn_brcst_add_test.onnx
  - binary_dyn_brcst_attr_error_test.onnx
  - binary_dyn_brcst_mul_fp8_test.onnx
  - binary_dyn_brcst_mul_test.onnx
  - binary_dyn_brcst_prelu_test.onnx
  - bitwise_and_bcast_test.onnx
  - cast_test.onnx
  - castlike_error_test.onnx
  - castlike_test.onnx
  - ceil_test.onnx
  - celu_alpha_test.onnx
  - celu_default_test.onnx
  - celu_verify_test.onnx
  - celu_wrong_type_test.onnx
  - celu_zero_alpha_test.onnx
  - clip_dyn_min_max_test.onnx
  - clip_dyn_min_only_test.onnx
  - clip_fp16_test.onnx
  - clip_test.onnx
  - clip_test_args_type_mismatch.onnx
  - clip_test_op13.onnx
  - clip_test_op13_max_only.onnx
  - clip_test_op13_min_only.onnx
  - clip_test_op13_no_args.onnx
  - clip_test_op13_no_args1.onnx
  - CMakeLists.txt
  - concat_dyn_test.onnx
  - concat_test.onnx
  - const_of_shape_default_test.onnx
  - const_of_shape_dyn_float_test.onnx
  - const_of_shape_dyn_int64_test.onnx
  - const_of_shape_empty_input_test.onnx
  - const_of_shape_float_test.onnx
  - const_of_shape_int64_test.onnx
  - const_of_shape_no_value_attr_test.onnx
  - const_of_shape_zero_dim_test.onnx
  - constant_empty_scalar_int64_test.onnx
  - constant_fill_input_as_shape_test.onnx
  - constant_fill_test.onnx
  - constant_multiple_attributes_test.onnx
  - constant_no_attributes_test.onnx
  - constant_one_val_int64_test.onnx
  - constant_scalar_test.onnx
  - constant_test.onnx
  - constant_value_float_test.onnx
  - constant_value_floats_test.onnx
  - constant_value_int_test.onnx
  - constant_value_ints_test.onnx
  - conv.weight
  - conv_1d_fp8_test.onnx
  - conv_1d_test.onnx
  - conv_3d_test.onnx
  - conv_attr_fail_test.onnx
  - conv_autopad_fail_test.onnx
  - conv_autopad_same_test.onnx
  - conv_bad_bias_test.onnx
  - conv_bias_test.onnx
  - conv_bn_relu_maxpool_test.onnx
  - conv_bn_relu_maxpool_unordered_nonvalue_optional_ios_test.onnx
  - conv_bn_relu_maxpool_unordered_test.onnx
  - conv_dynamic_batch_same_upper_test.onnx
  - conv_dynamic_batch_test.onnx
  - conv_dynamic_bias_test.onnx
  - conv_dynamic_img_and_weights_test.onnx
  - conv_dynamic_img_same_upper_test.onnx
  - conv_dynamic_img_test.onnx
  - conv_dynamic_kernel_same_lower_test.onnx
  - conv_dynamic_weights_test.onnx
  - conv_relu_maxpool_test.onnx
  - conv_relu_maxpool_x2_test.onnx
  - conv_transpose_auto_pad_same_lower_asymmetric_test.onnx
  - conv_transpose_auto_pad_same_upper_asymmetric_test.onnx
  - conv_transpose_auto_pad_same_upper_stride_test.onnx
  - conv_transpose_auto_pad_same_upper_symmetric_test.onnx
  - conv_transpose_auto_pad_test.onnx
  - conv_transpose_auto_pad_valid_test.onnx
  - conv_transpose_bias_test.onnx
  - conv_transpose_dyn_asym_padding_test.onnx
  - conv_transpose_dyn_batch_test.onnx
  - conv_transpose_dyn_img_test.onnx
  - conv_transpose_dyn_output_shape_test.onnx
  - conv_transpose_input_pads_asymm_1d_test.onnx
  - conv_transpose_input_pads_asymm_test.onnx
  - conv_transpose_input_pads_strides_test.onnx
  - conv_transpose_output_padding_3d_test.onnx
  - conv_transpose_output_padding_test.onnx
  - conv_transpose_output_shape_3d_test.onnx
  - conv_transpose_output_shape_test.onnx
  - conv_transpose_stride_test.onnx
  - conv_transpose_test.onnx
  - convinteger_bias_test.onnx
  - convinteger_dual_bias_simple_test.onnx
  - convinteger_dual_bias_test.onnx
  - convinteger_mismatched_data_bias_test.onnx
  - convinteger_mismatched_input_types_test.onnx
  - convinteger_mismatched_inputs_dual_bias_test.onnx
  - convinteger_mismatched_inputs_dual_symmetric_bias_test.onnx
  - convinteger_mismatched_weight_bias_test.onnx
  - convinteger_no_bias_test.onnx
  - convinteger_no_bias_uint8_test.onnx
  - cos_fp8_test.onnx
  - cos_test.onnx
  - cosh_test.onnx
  - depthtospace_crd_test.onnx
  - depthtospace_dyn_crd_test.onnx
  - depthtospace_dyn_dcr_test.onnx
  - depthtospace_simple_test.onnx
  - depthtospace_test.onnx
  - dequantizelinear_2d_blocked_with_zp_test.onnx
  - dequantizelinear_3d_blocked_with_zp_runt_block_test.onnx
  - dequantizelinear_axis_test.onnx
  - dequantizelinear_neg_axis_test.onnx
  - dequantizelinear_scale_and_zp_shape_mismatch_test.onnx
  - dequantizelinear_test.onnx
  - dequantizelinear_too_few_inputs_test.onnx
  - dequantizelinear_too_many_inputs_test.onnx
  - dequantizelinear_x_and_zp_type_mismatch_test.onnx
  - dequantizelinear_zero_point_test.onnx
  - dim_param_test.onnx
  - div_fp8_test.onnx
  - dropout_test.onnx
  - dynamicquantizelinear_1d_test.onnx
  - dynamicquantizelinear_2d_test.onnx
  - dynamicscale_even_test.onnx
  - dynamicscale_odd_test.onnx
  - dynamicscale_small_test.onnx
  - einsum_2d_3d_multiplication_test.onnx
  - einsum_3_inputs_test.onnx
  - einsum_3d_broadcast_test.onnx
  - einsum_3d_diagonal_test.onnx
  - einsum_3d_opposite_broadcast_test.onnx
  - einsum_batch_matrix_diagonal_test.onnx
  - einsum_batch_matrix_multiplication_test.onnx
  - einsum_bilinear_transformation_test.onnx
  - einsum_broadcast_test.onnx
  - einsum_column_sum_test.onnx
  - einsum_comma_in_output_negative_test.onnx
  - einsum_common_1_test.onnx
  - einsum_common_2_test.onnx
  - einsum_common_3_test.onnx
  - einsum_common_4_test.onnx
  - einsum_common_5_test.onnx
  - einsum_common_6_test.onnx
  - einsum_common_7_test.onnx
  - einsum_common_8_test.onnx
  - einsum_diag_vector_multiply_test.onnx
  - einsum_diagonal_dim_mismatch_negative_test.onnx
  - einsum_element_wise_multiplication_and_row_sum_test.onnx
  - einsum_ellipsis_implicit_form_test.onnx
  - einsum_ellipsis_mismatch_negative_test.onnx
  - einsum_ellipsis_multidim_test.onnx
  - einsum_ellipsis_scalar_multiplication_test.onnx
  - einsum_ellipsis_test.onnx
  - einsum_ellipsis_zero_test.onnx
  - einsum_empty_term_before_arrow_negative_test.onnx
  - einsum_empty_term_before_comma_negative_test.onnx
  - einsum_hadamard_product_test.onnx
  - einsum_last_input_missing_negative_test.onnx
  - einsum_matrix_diagonal_test.onnx
  - einsum_matrix_dot_product_test.onnx
  - einsum_matrix_matrix_multiplication_test.onnx
  - einsum_matrix_outer_product_test.onnx
  - einsum_matrix_trace_implicit_test.onnx
  - einsum_matrix_trace_test.onnx
  - einsum_matrix_vector_multiplication_test.onnx
  - einsum_missing_equation_negative_test.onnx
  - einsum_multiple_arrows_negative_test.onnx
  - einsum_multiple_diagonals_negative_test.onnx
  - einsum_multiple_ellipses_negative_test.onnx
  - einsum_output_missing_ellipsis_negative_test.onnx
  - einsum_output_surplus_label_negative_test.onnx
  - einsum_permute_sd3_test.onnx
  - einsum_permute_test.onnx
  - einsum_rank_mismatch_negative_test.onnx
  - einsum_right_batch_diagonal_negative_test.onnx
  - einsum_row_sum_test.onnx
  - einsum_summation_test.onnx
  - einsum_tensor_contraction_test.onnx
  - einsum_term_input_mismatch_negative_test.onnx
  - einsum_vector_dot_product_test.onnx
  - einsum_vector_outer_product_test.onnx
  - elu_test.onnx
  - embedding_bag_offset_test.onnx
  - embedding_bag_test.onnx
  - equal_bool_test.onnx
  - equal_test.onnx
  - erf_test.onnx
  - exp_test.onnx
  - expand_dyn_input_dyn_output_test.onnx
  - expand_dyn_input_static_dims_throw.onnx
  - expand_static_input_dyn_output_test.onnx
  - expand_test.onnx
  - external_constant_test.onnx
  - external_constant_test.weight
  - external_data_test.onnx
  - eyelike_bf16_test.onnx
  - eyelike_default_test.onnx
  - eyelike_double_test.onnx
  - eyelike_half_test.onnx
  - eyelike_k_outofbounds_neg_test.onnx
  - eyelike_k_outofbounds_pos_test.onnx
  - eyelike_k_test.onnx
  - eyelike_not_rank2_test.onnx
  - eyelike_set_dtype_test.onnx
  - eyelike_verify_negk_test.onnx
  - eyelike_verify_test.onnx
  - flatten_dyn_test.onnx
  - flatten_nonstd_test.onnx
  - flatten_test.onnx
  - floor_test.onnx
  - fused_matmul_2d_test.onnx
  - fused_matmul_alpha_test.onnx
  - fused_matmul_batch_test.onnx
  - fused_matmul_bcast_alpha_test.onnx
  - fused_matmul_bcast_test.onnx
  - fused_matmul_bcast_verify_test.onnx
  - fused_matmul_bf16_test.onnx
  - fused_matmul_bmv_test.onnx
  - fused_matmul_dyn_test.onnx
  - fused_matmul_fp16_test.onnx
  - fused_matmul_mv_test.onnx
  - fused_matmul_trans_a_test.onnx
  - fused_matmul_trans_ab_test.onnx
  - fused_matmul_trans_b_test.onnx
  - fused_matmul_trans_batch_a_test.onnx
  - fused_matmul_trans_batch_a_trans_b_test.onnx
  - fused_matmul_trans_batch_a_verify_test.onnx
  - fused_matmul_trans_batch_b_test.onnx
  - fused_matmul_trans_batch_rank_error_test.onnx
  - fused_matmul_verify_test.onnx
  - fused_matmul_vm_test.onnx
  - fused_matmul_vm_verify_test.onnx
  - fused_matmul_vv_test.onnx
  - gather_dyn_test.onnx
  - gather_elements_axis0_test.onnx
  - gather_elements_axis1_test.onnx
  - gather_scalar_test.onnx
  - gather_test.onnx
  - gathernd_batch_dims_test.onnx
  - gathernd_dyn_test.onnx
  - gathernd_test.onnx
  - gelu_add_bias_split_invalid_dims_test.onnx
  - gelu_add_bias_split_test.onnx
  - gelu_add_bias_test.onnx
  - gelu_bias_invalid_type_test.onnx
  - gelu_default_bf16_test.onnx
  - gelu_default_half_test.onnx
  - gelu_default_test.onnx
  - gelu_fast_bias_test.onnx
  - gelu_fast_invalid_bias_test.onnx
  - gelu_fast_invalid_x_test.onnx
  - gelu_fast_test.onnx
  - gelu_invalid_input_type_test.onnx
  - gelu_quick_test.onnx
  - gelu_tanh_double_test.onnx
  - gelu_tanh_test.onnx
  - gemm_bf16_test.onnx
  - gemm_brcst_C_test.onnx
  - gemm_dyn_bias_test.onnx
  - gemm_dyn_C_error.onnx
  - gemm_dyn_inner_test.onnx
  - gemm_dyn_outer_test.onnx
  - gemm_fp8_test.onnx
  - gemm_half_test.onnx
  - gemm_no_C_test.onnx
  - gemm_rank_error.onnx
  - gemm_test.onnx
  - gen_onnx.py
  - globalavgpool_dyn_test.onnx
  - globalavgpool_fp8_test.onnx
  - globalavgpool_test.onnx
  - globallppool_dyn_test.onnx
  - globallppool_test.onnx
  - globalmaxpool_dyn_test.onnx
  - globalmaxpool_fp8_test.onnx
  - globalmaxpool_test.onnx
  - greater_bool_test.onnx
  - greater_test.onnx
  - greaterorequal_test.onnx
  - gridsample_512x512_test.onnx
  - gridsample_aligncorners_true_test.onnx
  - gridsample_bf16_test.onnx
  - gridsample_bicubic_align_corners_0_additional_1_test.onnx
  - gridsample_bicubic_align_corners_1_additional_1_test.onnx
  - gridsample_bicubic_test.onnx
  - gridsample_bilinear_align_corners_0_additional_1_test.onnx
  - gridsample_bilinear_align_corners_1_additional_1_test.onnx
  - gridsample_bilinear_test.onnx
  - gridsample_border_padding_test.onnx
  - gridsample_channel_test.onnx
  - gridsample_half_grid_test.onnx
  - gridsample_half_test.onnx
  - gridsample_int_test.onnx
  - gridsample_mismatching_dims_test.onnx
  - gridsample_nearest_align_corners_0_additional_1_test.onnx
  - gridsample_nearest_align_corners_1_additional_1_test.onnx
  - gridsample_nearest_test.onnx
  - gridsample_reflection_padding_test.onnx
  - gridsample_simple_test.onnx
  - gridsample_test.onnx
  - gridsample_volumetric_nearest_align_corners_0_test.onnx
  - gridsample_wrong_grid_type_test.onnx
  - gridsample_zeros_padding_test.onnx
  - group_conv_test.onnx
  - group_norm_3d_bf16_test.onnx
  - group_norm_3d_half_test.onnx
  - group_norm_3d_test.onnx
  - group_norm_4d_bf16_test.onnx
  - group_norm_4d_half_test.onnx
  - group_norm_4d_test.onnx
  - group_norm_5d_bf16_test.onnx
  - group_norm_5d_half_test.onnx
  - group_norm_5d_test.onnx
  - group_norm_contrib_3d_channel_last_bf16_test.onnx
  - group_norm_contrib_3d_channel_last_half_test.onnx
  - group_norm_contrib_3d_channel_last_test.onnx
  - group_norm_contrib_3d_test.onnx
  - group_norm_contrib_channels_last_3d_test.onnx
  - group_norm_contrib_channels_last_4d_test.onnx
  - group_norm_contrib_channels_last_and_silu_3d_test.onnx
  - group_norm_contrib_gamma_beta_float_xy_half_test.onnx
  - group_norm_contrib_no_activation_attr_test.onnx
  - group_norm_contrib_no_num_groups_attr_test.onnx
  - group_norm_contrib_silu_3d_test.onnx
  - group_norm_invalid_bias_shape_test.onnx
  - group_norm_invalid_input_count_error_test.onnx
  - group_norm_invalid_input_shape_error_test.onnx
  - group_norm_invalid_num_groups_error_test.onnx
  - group_norm_invalid_scale_shape_test.onnx
  - group_norm_missing_attribute_error_test.onnx
  - group_norm_small_eps_bf16_test.onnx
  - group_norm_small_eps_half_test.onnx
  - group_query_attention_decode_local_test.onnx
  - group_query_attention_decode_test.onnx
  - group_query_attention_defaults_test.onnx
  - group_query_attention_grouped_test.onnx
  - group_query_attention_invalid_test.onnx
  - group_query_attention_kv_num_heads_test.onnx
  - group_query_attention_non_packed_qkv_test.onnx
  - group_query_attention_num_heads_test.onnx
  - group_query_attention_prefill_local_test.onnx
  - group_query_attention_prefill_test.onnx
  - group_query_attention_softcap_test.onnx
  - group_query_attention_test.onnx
  - gru_bi_5arg_layout_test.onnx
  - gru_bi_layout_test.onnx
  - gru_clip_test.onnx
  - gru_f_1af_test.onnx
  - gru_f_3arg_layout_test.onnx
  - gru_f_layout_test.onnx
  - gru_r_4arg_layout_test.onnx
  - gru_r_layout_test.onnx
  - hardmax_axis_neg_test.onnx
  - hardmax_axis_neg_ver11_test.onnx
  - hardmax_axis_test.onnx
  - hardmax_axis_ver11_test.onnx
  - hardmax_default_test.onnx
  - hardmax_default_ver11_test.onnx
  - hardsigmoid_bf16_test.onnx
  - hardsigmoid_default_test.onnx
  - hardsigmoid_double_test.onnx
  - hardsigmoid_half_test.onnx
  - hardsigmoid_verify_test.onnx
  - hardswish_test.onnx
  - if_else_diff_strides_test.onnx
  - if_else_test.onnx
  - if_else_test_inlined.onnx
  - if_literal_test.onnx
  - if_param_excp1_test.onnx
  - if_param_excp_test.onnx
  - if_param_test.onnx
  - if_pl_test.onnx
  - if_then_else_multi_output_shapes_inlined_test.onnx
  - if_then_else_multi_output_shapes_test.onnx
  - if_then_test.onnx
  - if_then_test_inlined.onnx
  - if_tuple_test.onnx
  - imagescaler_bf16_test.onnx
  - imagescaler_half_test.onnx
  - imagescaler_test.onnx
  - implicit_add_bcast_test.onnx
  - implicit_pow_bcast_test.onnx
  - implicit_sub_bcast_test.onnx
  - initializer_not_an_input.onnx
  - instance_norm_bf16_test.onnx
  - instance_norm_dyn_batch_bf16_test.onnx
  - instance_norm_dyn_batch_half_test.onnx
  - instance_norm_dyn_batch_test.onnx
  - instance_norm_half_test.onnx
  - instance_norm_invalid_type_test.onnx
  - instance_norm_nonbroadcastable_test.onnx
  - instance_norm_test.onnx
  - instance_norm_type_mismatch_test.onnx
  - instance_norm_val_3d_test.onnx
  - instance_norm_val_test.onnx
  - int4_const_identity_block_sz_1_qdq_test.onnx
  - int4_const_identity_block_sz_2_qdq_test.onnx
  - int4_const_identity_qdq_test.onnx
  - isinf_bf16_test.onnx
  - isinf_double_pos_test.onnx
  - isinf_half_neg_test.onnx
  - isinf_half_pos_test.onnx
  - isinf_half_test.onnx
  - isinf_neg_test.onnx
  - isinf_no_detect_test.onnx
  - isnan_bf16_test.onnx
  - isnan_float_test.onnx
  - isnan_half_test.onnx
  - layer_norm_2d_axis_minus_one_test.onnx
  - layer_norm_2d_axis_one_test.onnx
  - layer_norm_2d_axis_zero_test.onnx
  - layer_norm_3d_bf16_test.onnx
  - layer_norm_3d_half_stash_off_epsilon_test.onnx
  - layer_norm_3d_half_stash_off_test.onnx
  - layer_norm_3d_half_test.onnx
  - layer_norm_3d_invalid_bias_test.onnx
  - layer_norm_3d_invalid_int8_test.onnx
  - layer_norm_3d_invalid_scale_test.onnx
  - layer_norm_3d_scale_bias_test.onnx
  - layer_norm_3d_test.onnx
  - layer_norm_4d_bf16_test.onnx
  - layer_norm_4d_half_test.onnx
  - layer_norm_4d_test.onnx
  - layer_norm_invalid_axis_error_test.onnx
  - layer_norm_invalid_input_count_error_test.onnx
  - layer_norm_invalid_minus_axis_error_test.onnx
  - layer_norm_invalid_shape_error_test.onnx
  - layer_norm_small_eps_bf16_test.onnx
  - layer_norm_small_eps_half_test.onnx
  - layer_norm_without_bias_test.onnx
  - leaky_relu_test.onnx
  - less_bool_test.onnx
  - less_test.onnx
  - lessorequal_test.onnx
  - log_test.onnx
  - logical_and_bcast_test.onnx
  - logical_or_test.onnx
  - logical_xor_bcast_test.onnx
  - logsoftmax_nonstd_input_test.onnx
  - logsoftmax_test.onnx
  - loop_default_test.onnx
  - loop_test.onnx
  - loop_test_implicit_tripcnt.onnx
  - lpnormalization_axis_error_test.onnx
  - lpnormalization_default_test.onnx
  - lpnormalization_l1_test.onnx
  - lpnormalization_l2_test.onnx
  - lpnormalization_p_error_test.onnx
  - lppool_l1_test.onnx
  - lppool_l2_test.onnx
  - lrn_test.onnx
  - lstm_bi_layout_cell_test.onnx
  - lstm_bi_layout_last_test.onnx
  - lstm_clip_test.onnx
  - lstm_f_1af_test.onnx
  - lstm_f_layout_cell_test.onnx
  - lstm_f_layout_hs_test.onnx
  - lstm_input_forget_test.onnx
  - lstm_r_layout_hs_cell_test.onnx
  - lstm_r_layout_test.onnx
  - matmul_bmbm_test.onnx
  - matmul_bmv_test.onnx
  - matmul_dyn_broadcast_test.onnx
  - matmul_dyn_mm_test.onnx
  - matmul_dyn_mv_test.onnx
  - matmul_dyn_vm_test.onnx
  - matmul_dyn_vv_test.onnx
  - matmul_mv_test.onnx
  - matmul_vbm_test.onnx
  - matmul_vm_test.onnx
  - matmul_vv_test.onnx
  - matmulbnb4_block32_test.onnx
  - matmulbnb4_fp4_1d_input_test.onnx
  - matmulbnb4_fp4_3d_input_test.onnx
  - matmulbnb4_fp4_test.onnx
  - matmulbnb4_invalid_block_size_small_test.onnx
  - matmulbnb4_invalid_block_size_test.onnx
  - matmulbnb4_invalid_quant_type_test.onnx
  - matmulbnb4_large_test.onnx
  - matmulbnb4_missing_n_attr_test.onnx
  - matmulbnb4_nf4_test.onnx
  - matmulbnb4_wrong_a_dims_test.onnx
  - matmulbnb4_wrong_a_inner_dim_test.onnx
  - matmulbnb4_wrong_absmax_dims_test.onnx
  - matmulbnb4_wrong_b_dims_test.onnx
  - matmulbnb4_wrong_input_count_test.onnx
  - matmulinteger_dyn_error.onnx
  - matmulinteger_int8_uint8_dual_zero_zp_test.onnx
  - matmulinteger_int8_uint8_dual_zp_test.onnx
  - matmulinteger_int8_uint8_one_zp_error_test.onnx
  - matmulinteger_int8_uint8_one_zp_test.onnx
  - matmulinteger_int8_uint8_one_zp_zero_vec_test.onnx
  - matmulinteger_int8_uint8_one_zp_zero_vec_test2.onnx
  - matmulinteger_int8_uint8_test.onnx
  - matmulinteger_invalid_type_error.onnx
  - matmulinteger_test.onnx
  - matmulinteger_uns_test.onnx
  - matmulinteger_uns_zp_test.onnx
  - matmulintegertofloat_bad_bias_test.onnx
  - matmulintegertofloat_bad_bias_test2.onnx
  - matmulintegertofloat_bad_bias_test3.onnx
  - matmulintegertofloat_bad_scale2_test.onnx
  - matmulintegertofloat_bad_scale3_test.onnx
  - matmulintegertofloat_bad_scale4_test.onnx
  - matmulintegertofloat_bad_scale5_test.onnx
  - matmulintegertofloat_bad_scale_test.onnx
  - matmulintegertofloat_half_test.onnx
  - matmulintegertofloat_half_zp_bias_test.onnx
  - matmulintegertofloat_half_zp_test.onnx
  - matmulintegertofloat_scalar_scale_test.onnx
  - matmulintegertofloat_scalar_zp_test.onnx
  - matmulintegertofloat_test.onnx
  - matmulintegertofloat_zp_bias_3d_test.onnx
  - matmulintegertofloat_zp_bias_test.onnx
  - matmulintegertofloat_zp_test.onnx
  - matmulnbits_block_size_not_power_of_two_test.onnx
  - matmulnbits_block_size_too_small_test.onnx
  - matmulnbits_bmm_test.onnx
  - matmulnbits_invalid_b_dims_test.onnx
  - matmulnbits_invalid_bits_value_test.onnx
  - matmulnbits_invalid_scales_dims_test.onnx
  - matmulnbits_invalid_zp_dims_test.onnx
  - matmulnbits_mm2_test.onnx
  - matmulnbits_mm_test.onnx
  - matmulnbits_vm_test.onnx
  - max_test.onnx
  - maxpool_dilate_test.onnx
  - maxpool_notset_test.onnx
  - maxpool_same_upper_test.onnx
  - mean_bf16_test.onnx
  - mean_broadcast_test.onnx
  - mean_fp16_test.onnx
  - mean_integral_test.onnx
  - mean_invalid_broadcast_test.onnx
  - mean_single_input_test.onnx
  - mean_test.onnx
  - mha_attention_bias_batch2_test.onnx
  - mha_attention_bias_test.onnx
  - mha_bias_asym_mask_2d_scale_test.onnx
  - mha_bias_attention_bias_test.onnx
  - mha_bias_dimensions_test.onnx
  - mha_bias_key_padding_mask_verify_test.onnx
  - mha_bias_test.onnx
  - mha_cross_attention_test.onnx
  - mha_double_head_bias_batch1_test.onnx
  - mha_double_head_bias_mask_batch1_test.onnx
  - mha_double_head_bias_mask_right_batch2_test.onnx
  - mha_invalid_attention_bias_batch_test.onnx
  - mha_invalid_attention_bias_kv_seq_len_test.onnx
  - mha_invalid_attention_bias_not_4d_test.onnx
  - mha_invalid_attention_bias_num_heads_test.onnx
  - mha_invalid_attention_bias_seq_len_test.onnx
  - mha_invalid_attribute_test.onnx
  - mha_invalid_bias_shape_test.onnx
  - mha_invalid_cross_key_test.onnx
  - mha_invalid_cross_value_test.onnx
  - mha_invalid_input_test.onnx
  - mha_invalid_key_missing_test.onnx
  - mha_invalid_key_ndim_test.onnx
  - mha_invalid_key_pad_dimensions_test.onnx
  - mha_invalid_key_pad_shape2_test.onnx
  - mha_invalid_key_pad_shape3_test.onnx
  - mha_invalid_key_pad_shape_test.onnx
  - mha_invalid_key_pad_type_test.onnx
  - mha_invalid_key_test.onnx
  - mha_invalid_kv_test.onnx
  - mha_invalid_past_key_batch_test.onnx
  - mha_invalid_past_key_head_size_test.onnx
  - mha_invalid_past_key_not_4d_test.onnx
  - mha_invalid_past_key_num_heads_test.onnx
  - mha_invalid_past_seq_len_mismatch_test.onnx
  - mha_invalid_past_seq_len_type_test.onnx
  - mha_invalid_past_value_batch_test.onnx
  - mha_invalid_past_value_head_size_test.onnx
  - mha_invalid_past_value_not_4d_test.onnx
  - mha_invalid_past_value_num_heads_test.onnx
  - mha_invalid_qkv_test.onnx
  - mha_invalid_query_test.onnx
  - mha_invalid_value_missing_test.onnx
  - mha_invalid_value_ndim_test.onnx
  - mha_invalid_value_test.onnx
  - mha_kv_packed_bias_key_padding_mask_test.onnx
  - mha_kv_packed_test.onnx
  - mha_past_key_value_bias_seq_len_test.onnx
  - mha_past_key_value_bias_test.onnx
  - mha_past_key_value_seq_len_test.onnx
  - mha_past_key_value_test.onnx
  - mha_qkv_packed_test.onnx
  - mha_scale_test.onnx
  - mha_test.onnx
  - min_test.onnx
  - mod_test.onnx
  - mod_test_different_dtypes.onnx
  - mod_test_fmod.onnx
  - mod_test_fmod_bf16.onnx
  - mod_test_fmod_different_dtypes.onnx
  - mod_test_fmod_half.onnx
  - mod_test_half.onnx
  - multinomial_autoseed_dyn_test.onnx
  - multinomial_dtype_error_test.onnx
  - multinomial_dyn_test.onnx
  - multinomial_generated_seed_test.onnx
  - multinomial_int64_test.onnx
  - multinomial_test.onnx
  - mvn_axes_rank_too_big_test.onnx
  - mvn_axes_rank_too_small_test.onnx
  - mvn_default_axes_bf16_test.onnx
  - mvn_default_axes_fp16_test.onnx
  - mvn_default_axes_rank_too_big_test.onnx
  - mvn_default_axes_rank_too_small_test.onnx
  - mvn_default_axes_test.onnx
  - mvn_rank_2_bf16_test.onnx
  - mvn_rank_2_fp16_test.onnx
  - mvn_rank_2_test.onnx
  - mvn_rank_3_bf16_test.onnx
  - mvn_rank_3_fp16_test.onnx
  - mvn_rank_3_test.onnx
  - mxqdq_even_test.onnx
  - mxqdq_odd_test.onnx
  - mxqdq_small_test.onnx
  - neg_dynamic_test.onnx
  - neg_test.onnx
  - negativeloglikelihoodloss_kd_mean_reduction_bf16_weighted_test.onnx
  - negativeloglikelihoodloss_kd_mean_reduction_bf16_weighted_test2.onnx
  - negativeloglikelihoodloss_kd_mean_reduction_half_weighted_test.onnx
  - negativeloglikelihoodloss_kd_mean_reduction_half_weighted_test2.onnx
  - negativeloglikelihoodloss_kd_no_reduction_weighted_test.onnx
  - negativeloglikelihoodloss_kd_no_reduction_weighted_test2.onnx
  - negativeloglikelihoodloss_kd_sum_reduction_double_weighted_test.onnx
  - negativeloglikelihoodloss_kd_sum_reduction_double_weighted_test2.onnx
  - nhwcconv_test.onnx
  - nms_dynamic_batch_test.onnx
  - nms_dynamic_boxes_test.onnx
  - nms_dynamic_classes_test.onnx
  - nms_test.onnx
  - no_pad_test.onnx
  - nonmaxsuppression_zero_boxes_test.onnx
  - nonzero_dynamic_test.onnx
  - nonzero_int_test.onnx
  - nonzero_large_test.onnx
  - nonzero_test.onnx
  - not_bool_test.onnx
  - not_test.onnx
  - onehot_dyn_test0.onnx
  - onehot_dyn_test1.onnx
  - onehot_static_test.onnx
  - onnx_gru_3arg.onnx
  - onnx_gru_4arg.onnx
  - onnx_gru_5arg.onnx
  - onnx_gru_bi.onnx
  - onnx_gru_bi_0.onnx
  - onnx_gru_bi_1.onnx
  - onnx_gru_bi_2.onnx
  - onnx_gru_forward.onnx
  - onnx_gru_forward_0.onnx
  - onnx_gru_reverse.onnx
  - onnx_gru_reverse_1.onnx
  - onnx_lstm_bi.onnx
  - onnx_lstm_bi0af.onnx
  - onnx_lstm_bi1af.onnx
  - onnx_lstm_bi2af.onnx
  - onnx_lstm_bi3af.onnx
  - onnx_lstm_bi3args.onnx
  - onnx_lstm_bi4af.onnx
  - onnx_lstm_bi4args.onnx
  - onnx_lstm_bi5af.onnx
  - onnx_lstm_bi5args.onnx
  - onnx_lstm_bi6args.onnx
  - onnx_lstm_bi7args.onnx
  - onnx_lstm_cell.onnx
  - onnx_lstm_f0af.onnx
  - onnx_lstm_f1af.onnx
  - onnx_lstm_f2af.onnx
  - onnx_lstm_f3args.onnx
  - onnx_lstm_f4args.onnx
  - onnx_lstm_f5args.onnx
  - onnx_lstm_f6args.onnx
  - onnx_lstm_f7args.onnx
  - onnx_lstm_forward.onnx
  - onnx_lstm_hs.onnx
  - onnx_lstm_last.onnx
  - onnx_lstm_r0af.onnx
  - onnx_lstm_r5args.onnx
  - onnx_lstm_reverse.onnx
  - onnx_rnn_3args.onnx
  - onnx_rnn_5args.onnx
  - onnx_rnn_bi.onnx
  - onnx_rnn_forward.onnx
  - onnx_rnn_reverse.onnx
  - onnx_rnn_test.cpp
  - onnx_sinh.onnx
  - pad_3arg_test.onnx
  - pad_4arg_axes_test.onnx
  - pad_4arg_invalid_axes_error_test.onnx
  - pad_4arg_neg_axes_test.onnx
  - pad_asym_invalid_pads_error_test.onnx
  - pad_asym_test.onnx
  - pad_attr_dyn_test.onnx
  - pad_cnst_dyn_test.onnx
  - pad_dyn_reflect_error.onnx
  - pad_edge_1d_test.onnx
  - pad_edge_2d_test.onnx
  - pad_edge_2d_with_axes_test.onnx
  - pad_empty_const_val_test.onnx
  - pad_reflect_2l2r_test.onnx
  - pad_reflect_3l2r_test.onnx
  - pad_reflect_multiaxis_test.onnx
  - pad_reflect_test.onnx
  - pad_reflect_with_axes_test.onnx
  - pad_test.onnx
  - pad_undef_const_val_test.onnx
- adjust_allocation.cpp
- algorithm.cpp
- analyze_streams.cpp
- any_ptr.cpp
- argument_test.cpp
- auto_contiguous_test.cpp
- autocast_fp8.cpp
- base64_test.cpp
- bf16.cpp
- bit_signal.cpp
- byte_test.cpp
- check_shapes_test.cpp
- CMakeLists.txt
- comment_test.cpp
- common_dims.cpp
- compile_modes.cpp
- compile_options.cpp
- const_eval_test.cpp
- convert_inf.cpp
- convert_to_json.cpp
- dead_code_elimination_test.cpp
- debug_symbols_exception_test.cpp
- debug_symbols_test.cpp
- dim_like_test.cpp
- dom.cpp
- dot_apply_alpha_beta_test.cpp
- eliminate_allocation_test.cpp
- eliminate_common_subexpression_test.cpp
- eliminate_concat_test.cpp
- eliminate_contiguous_test.cpp
- eliminate_convert_test.cpp
- eliminate_data_type_test.cpp
- eliminate_identity_test.cpp
- eliminate_pad_test.cpp
- eliminate_zero_point_test.cpp
- enum.cpp
- eval_test.cpp
- fileutils.cpp
- float32.cpp
- float_equal.cpp
- fp4_casts.cpp
- fp8_ocp_to_fnuz_test.cpp
- fp8e4m3fn.cpp
- fp8e4m3fnuz.cpp
- fp8e5m2.cpp
- fp8e5m2fnuz.cpp
- fuse_attention.cpp
- fuse_concat.cpp
- fuse_horizontal_test.cpp
- fuse_pointwise.cpp
- fuse_reduce.cpp
- generate.cpp
- half.cpp
- inline_module_test.cpp
- insert_pad_test.cpp
- instruction.cpp
- instruction_traversal.cpp
- int4_test.cpp
- iota_iterator.cpp
- jit.cpp
- json_test.cpp
- layout_convolution.cpp
- literal_test.cpp
- liveness_test.cpp
- logger_test.cpp
- main.cpp
- marker.cpp
- matcher.cpp
- math_utils_test.cpp
- md5.cpp
- memory_coloring_test.cpp
- module_test.cpp
- msgpack.cpp
- netron_output_test.cpp
- normalize_ops_test.cpp
.clang-format
.clang-tidy
.dockerignore
.gitignore
.readthedocs.yaml
AGENTS.md
CHANGELOG.md
CMakeLists.txt
codecov.yml
dev-requirements.txt
Dockerfile
hip-clang.docker
Jenkinsfile
LICENSE
rbuild.ini
README.md
requirements.txt
SECURITY.md

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/ROCm/AMDMIGraphX

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd AMDMIGraphX

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. 공식 설치 스크립트

쉬움 추천

사전 준비물

APT (Debian/Ubuntu 계열) Debian/Ubuntu 계열 리눅스에 기본 내장된 패키지 매니저입니다.
Python 3 pip 명령어를 쓰려면 Python이 필요합니다.

sudo apt install -y rocm-cmake python3-pip rocblas miopen-hip

APT 패키지 저장소에서 바로 설치합니다 (Debian/Ubuntu 계열).

pip install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

✅ 설치 후 새 터미널을 열고, 프로그램의 버전 확인 명령(예: --version)으로 정상 설치됐는지 확인하세요.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

3. Docker

쉬움

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Docker Desktop 컨테이너를 빌드하고 실행하려면 필요합니다. 설치 후 실행해서 백그라운드에 켜두세요.

docker build -t migraphx .

Dockerfile을 기반으로 실행 가능한 이미지를 빌드합니다.

docker build -t migraphx --build-arg GPU_ARCH=$(rocminfo | grep -o -m1 'gfx.*') .

Dockerfile을 기반으로 실행 가능한 이미지를 빌드합니다.

docker run --device='/dev/kfd' --device='/dev/dri' -v=`pwd`:/code/AMDMIGraphX -w /code/AMDMIGraphX --group-add video -it migraphx

빌드된 이미지를 실제 컨테이너로 실행합니다.

docker build -t migraphx:legacy -f tools/docker/legacy.dockerfile .

Dockerfile을 기반으로 실행 가능한 이미지를 빌드합니다.

docker build -t migraphx:2404 -f tools/docker/ubuntu_2404.dockerfile .

Dockerfile을 기반으로 실행 가능한 이미지를 빌드합니다.

✅ 터미널에 docker compose ps 를 입력해 컨테이너들이 Up 상태인지 확인하세요. README에 포트 번호가 적혀있다면 브라우저에서 http://localhost:포트번호 로 접속해보세요.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

4. CMake

보통

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
CMake 빌드 설정을 생성하는 도구입니다.
C/C++ 컴파일러 Windows는 Visual Studio(Community 무료), macOS는 Xcode Command Line Tools, Linux는 gcc/g++ 패키지가 필요합니다.

sudo apt install -y rocm-cmake python3-pip rocblas miopen-hip

APT 패키지 저장소에서 바로 설치합니다 (Debian/Ubuntu 계열).

CXX=/opt/rocm/llvm/bin/clang++ cmake .. -DGPU_TARGETS=$(/opt/rocm/bin/rocminfo | grep -o -m1 'gfx.*')

이 명령어를 터미널에 그대로 입력해 실행하세요.

CXX=/opt/rocm/llvm/bin/clang++ cmake .. \

이 명령어를 터미널에 그대로 입력해 실행하세요.

This puts all the prerequisites are in `depend` the folder. They can be used in the `cmake`

이 명령어를 터미널에 그대로 입력해 실행하세요.

Otherwise, you need to set `-DCMAKE_PREFIX_PATH=$your_loc` to configure CMake.

이 명령어를 터미널에 그대로 입력해 실행하세요.

✅ build 폴더 안에 실행 파일이 생성됐는지 확인하고, 직접 실행해보세요 (예: ./build/앱이름).

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

5. Python

쉬움

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

sudo apt install -y rocm-cmake python3-pip rocblas miopen-hip

APT 패키지 저장소에서 바로 설치합니다 (Debian/Ubuntu 계열).

python3 -m venv venv_rbuild

파이썬 스크립트(또는 모듈)를 실행합니다.

pip install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

pip3 install -r sphinx/requirements.txt

requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.

python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html

파이썬 스크립트(또는 모듈)를 실행합니다.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

// repository documentation

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# 설치 가이드

2. 공식 설치 스크립트

3. Docker

4. CMake

5. Python

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AMDMIGraphX

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# 설치 가이드

2. 공식 설치 스크립트

3. Docker

4. CMake

5. Python

오늘의 추천 프로젝트

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