[Tracking Issue] pylint the tests!

[areusch]

This is a tracking issue for our effort to enable pylint on all Python testing code underneath tests/python. Currently we don't lint scripts in that directory. We're going to take an incremental approach here and anyone is welcomed to help with this. Here's how:

1. Pick a directory where to start. I suggest choosing the directory based on the number of Python files.
2. Add a line to tests/lint/pylint.sh containing that directory similar to Making CMSIS-NN tests pylint compliant #11625.
3. Run docker/lint.sh pylint locally and fix the lint issues.
4. Submit the PR and reference this issue in the PR so we know to update it.

Here are the tests that need linting 😸 (we will try to tag the PR which fixes them when we merge them):

• tests/python/all-platform-minimal-test/test_minimal_target_codegen_llvm.py - [Pylint] Pylint tests/python/all_platform_minimal_test #11939
• tests/python/all-platform-minimal-test/test_runtime_ndarray.py - [Pylint] Pylint tests/python/all_platform_minimal_test #11939
• tests/python/all-platform-minimal-test/test_runtime_packed_func.py - [Pylint] Pylint tests/python/all_platform_minimal_test #11939
• tests/python/ci/test_ci.py - [ci] Enable pylint for tests/python/ci #11666
• tests/python/ci/test_mergebot.py - [ci] Enable pylint for tests/python/ci #11666
• tests/python/ci/test_script_converter.py - [ci] Enable pylint for tests/python/ci #11666
• tests/python/ci/test_utils.py - [ci] Enable pylint for tests/python/ci #11666
• tests/python/conftest.py
• tests/python/contrib/test_arm_compute_lib/infrastructure.py
• tests/python/contrib/test_arm_compute_lib/test_add.py
• tests/python/contrib/test_arm_compute_lib/test_concatenate.py
• tests/python/contrib/test_arm_compute_lib/test_conv2d.py
• tests/python/contrib/test_arm_compute_lib/test_dense.py
• tests/python/contrib/test_arm_compute_lib/test_maximum.py
• tests/python/contrib/test_arm_compute_lib/test_network.py
• tests/python/contrib/test_arm_compute_lib/test_pooling.py
• tests/python/contrib/test_arm_compute_lib/test_reshape.py
• tests/python/contrib/test_arm_compute_lib/test_runtime.py
• tests/python/contrib/test_bnns/infrastructure.py
• tests/python/contrib/test_bnns/test_conv2d.py
• tests/python/contrib/test_bnns/test_conv2d_patterns.py
• tests/python/contrib/test_bnns/test_dense.py
• tests/python/contrib/test_bnns/test_matmul.py
• tests/python/contrib/test_bnns/test_normalization.py
• tests/python/contrib/test_bnns/test_onnx_topologies.py
• tests/python/contrib/test_bnns/test_pooling.py
• tests/python/contrib/test_cblas.py
• tests/python/contrib/test_cmsisnn/test_binary_ops.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_conv2d.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_extract_constants.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_fully_connected.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_generate_constants.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_invalid_graphs.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_networks.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_pooling.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_scalar_to_tensor_constant.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/test_softmax.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_cmsisnn/utils.py - Making CMSIS-NN tests pylint compliant #11625
• tests/python/contrib/test_coreml_codegen.py
• tests/python/contrib/test_coreml_runtime.py
• tests/python/contrib/test_cublas.py
• tests/python/contrib/test_cudnn.py
• tests/python/contrib/test_cutlass.py
• tests/python/contrib/test_dlpack.py
• tests/python/contrib/test_dnnl.py
• tests/python/contrib/test_edgetpu_runtime.py
• tests/python/contrib/test_ethosn/infrastructure.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_addition.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_concatenate.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_constant_duplication.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_conv2d.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_depth_to_space.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_fullyconnected.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_leaky_relu.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_mean.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_networks.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_partition_params.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_pooling.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_relu.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_reshape.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_sigmoid.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_split.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_tanh.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosn/test_topologies.py ([ETHOSN] Fix tests pylint errors #12649)
• tests/python/contrib/test_ethosu/cascader/conftest.py
• tests/python/contrib/test_ethosu/cascader/infra.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_binary_elementwise_matcher.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_block_config.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_conv2d_matcher.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_depthwise2d_matcher.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_identity_matcher.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_inline_matcher.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_part.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_part_performance.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_pooling_matcher.py
• tests/python/contrib/test_ethosu/cascader/test_ethosu_unary_elementwise_matcher.py
• tests/python/contrib/test_ethosu/cascader/test_graph.py
• tests/python/contrib/test_ethosu/cascader/test_integration.py
• tests/python/contrib/test_ethosu/cascader/test_memory_reduction.py
• tests/python/contrib/test_ethosu/cascader/test_pareto.py
• tests/python/contrib/test_ethosu/cascader/test_plan.py
• tests/python/contrib/test_ethosu/cascader/test_plan_generator.py
• tests/python/contrib/test_ethosu/cascader/test_propagator.py
• tests/python/contrib/test_ethosu/cascader/test_proposal_generator.py
• tests/python/contrib/test_ethosu/cascader/test_scheduler.py
• tests/python/contrib/test_ethosu/cascader/test_stripe_config.py
• tests/python/contrib/test_ethosu/cascader/test_tensor_config.py
• tests/python/contrib/test_ethosu/infra.py
• tests/python/contrib/test_ethosu/test_attr_passing.py
• tests/python/contrib/test_ethosu/test_codegen.py
• tests/python/contrib/test_ethosu/test_compiler.py
• tests/python/contrib/test_ethosu/test_copy_compute_reordering.py
• tests/python/contrib/test_ethosu/test_create_tiles.py
• tests/python/contrib/test_ethosu/test_encode_constants.py
• tests/python/contrib/test_ethosu/test_extract_constants.py
• tests/python/contrib/test_ethosu/test_hoist_allocates.py
• tests/python/contrib/test_ethosu/test_identity_optimizer.py
• tests/python/contrib/test_ethosu/test_layout_optimizer.py
• tests/python/contrib/test_ethosu/test_legalize.py
• tests/python/contrib/test_ethosu/test_legalize_no_ops.py
• tests/python/contrib/test_ethosu/test_lookup_table.py
• tests/python/contrib/test_ethosu/test_lower_to_te.py
• tests/python/contrib/test_ethosu/test_lut_optimizer.py
• tests/python/contrib/test_ethosu/test_networks.py
• tests/python/contrib/test_ethosu/test_outline_compiler_functions.py
• tests/python/contrib/test_ethosu/test_placeholder.py
• tests/python/contrib/test_ethosu/test_preprocess.py
• tests/python/contrib/test_ethosu/test_remove_concatenates.py
• tests/python/contrib/test_ethosu/test_replace_binary_elementwise.py
• tests/python/contrib/test_ethosu/test_replace_conv2d.py
• tests/python/contrib/test_ethosu/test_replace_copy.py
• tests/python/contrib/test_ethosu/test_replace_depthwise_conv2d.py
• tests/python/contrib/test_ethosu/test_replace_identity.py
• tests/python/contrib/test_ethosu/test_replace_pooling.py
• tests/python/contrib/test_ethosu/test_replace_unary_elementwise.py
• tests/python/contrib/test_ethosu/test_rolling_buffer.py
• tests/python/contrib/test_ethosu/test_scheduler.py
• tests/python/contrib/test_ethosu/test_tir_to_cs_translator.py
• tests/python/contrib/test_ethosu/test_type_inference.py
• tests/python/contrib/test_ethosu/test_vela_api.py
• tests/python/contrib/test_gemm_acc16.py
• tests/python/contrib/test_gemm_acc32_vnni.py
• tests/python/contrib/test_hexagon/benchmark_elemwise_add.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/benchmark_util.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/conftest.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/conv2d/test_conv2d_blocked.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/conv2d/test_conv2d_conv2d.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/infrastructure.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_2d_physical_buffers.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_autotvm.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_cache_read_write.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_launcher.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_maxpool2d_blocked.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_models.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_run_unit_tests.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_thread_pool.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/test_usmp.py (Claimed by @quic-sanirudh)
• tests/python/contrib/test_hexagon/*.py (Claimed by @mehrdadh)
• tests/python/contrib/test_hexagon/conv2d/*.py (Claimed by @mehrdadh)
• tests/python/contrib/test_hexagon/metaschedule_e2e/*.py (Claimed by @mehrdadh)
• tests/python/contrib/test_hexagon/topi/*.py (Claimed by @mehrdadh)
• tests/python/contrib/test_hexagon/slice_op/*.py
• tests/python/contrib/test_libtorch_ops.py
• tests/python/contrib/test_miopen.py
• tests/python/contrib/test_mps.py
• tests/python/contrib/test_mxnet_bridge.py
• tests/python/contrib/test_nnpack.py
• tests/python/contrib/test_onnx.py
• tests/python/contrib/test_onnx_model.py
• tests/python/contrib/test_popen_pool.py
• tests/python/contrib/test_random.py
• tests/python/contrib/test_rocblas.py
• tests/python/contrib/test_rpc_proxy.py
• tests/python/contrib/test_rpc_server_device.py
• tests/python/contrib/test_rpc_tracker.py
• tests/python/contrib/test_sort.py
• tests/python/contrib/test_sparse.py
• tests/python/contrib/test_tedd.py
• tests/python/contrib/test_tensorrt.py
• tests/python/contrib/test_tensorrt_int8_exp.py
• tests/python/contrib/test_tflite_runtime.py
• tests/python/contrib/test_thrust.py
• tests/python/contrib/test_util.py
• tests/python/contrib/test_verilator/infrastructure.py
• tests/python/contrib/test_verilator/test_mobilenet.py
• tests/python/contrib/test_verilator/test_verilator_ops.py
• tests/python/contrib/test_vitis_ai/test_vitis_ai_codegen.py
• tests/python/contrib/test_vitis_ai/test_vitis_ai_runtime_cpu_part.py
• tests/python/driver/tvmc/conftest.py
• tests/python/driver/tvmc/test_autoscheduler.py
• tests/python/driver/tvmc/test_autotuner.py
• tests/python/driver/tvmc/test_command_line.py
• tests/python/driver/tvmc/test_compiler.py
• tests/python/driver/tvmc/test_composite_target.py
• tests/python/driver/tvmc/test_frontends.py
• tests/python/driver/tvmc/test_mlf.py
• tests/python/driver/tvmc/test_model.py
• tests/python/driver/tvmc/test_parse_config_file.py
• tests/python/driver/tvmc/test_pass_config.py
• tests/python/driver/tvmc/test_pass_list.py
• tests/python/driver/tvmc/test_registry_options.py
• tests/python/driver/tvmc/test_runner.py
• tests/python/driver/tvmc/test_shape_parser.py
• tests/python/driver/tvmc/test_target.py
• tests/python/driver/tvmc/test_target_options.py
• tests/python/driver/tvmc/test_tracker.py
• tests/python/frontend/caffe/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/caffe2/model_zoo/init.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/caffe2/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/coreml/model_zoo/init.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/coreml/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/darknet/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/keras/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/model_zoo/init.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/model_zoo/dqn.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/model_zoo/inception_v3.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/model_zoo/mlp.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/model_zoo/resnet.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/model_zoo/squeezenet.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/model_zoo/vgg.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/test_graph.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/mxnet/test_qnn_ops_utils.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/oneflow/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/oneflow/test_vision_models.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/onnx/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/paddlepaddle/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/pytorch/qnn_test.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/pytorch/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/pytorch/test_fx_quant.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/pytorch/test_lstm.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/pytorch/test_object_detection.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/pytorch/test_rnns.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tensorflow/test_bn_dynamic.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tensorflow/test_control_flow.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tensorflow/test_debugging.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tensorflow/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tensorflow/test_no_op.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tensorflow2/common.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tensorflow2/test_functional_models.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tensorflow2/test_sequential_models.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/test_common.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/frontend/tflite/test_forward.py - [Pylint] Making frontend tests pylint compliant [part 1] #12028
• tests/python/integration/test_arm_mprofile_dsp.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_dot.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_ewise.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_ewise_fpga.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_gemm.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_lower.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_meta_schedule_auto_tensorize.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_reduce.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_scan.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_tuning.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/integration/test_winograd_nnpack.py - [Pylint] Pylint integration_tests folder #11672
• tests/python/nightly/quantization/test_quantization_accuracy.py
• tests/python/nightly/quantization/test_quantization_accuracy_for_vit.py
• tests/python/relay/aot/test_c_device_api.py - [CI] Apply linting rules to AOT tests #11657
• tests/python/relay/aot/test_cpp_aot.py - [CI] Apply linting rules to AOT tests #11657
• tests/python/relay/aot/test_crt_aot.py - [CI] Apply linting rules to AOT tests #11657
• tests/python/relay/aot/test_crt_aot_usmp.py - [CI] Apply linting rules to AOT tests #11657
• tests/python/relay/benchmarking/benchmark_vm.py
• tests/python/relay/dyn/test_dynamic_op_level10.py
• tests/python/relay/dyn/test_dynamic_op_level2.py
• tests/python/relay/dyn/test_dynamic_op_level3.py
• tests/python/relay/dyn/test_dynamic_op_level4.py
• tests/python/relay/dyn/test_dynamic_op_level5.py
• tests/python/relay/dyn/test_dynamic_op_level6.py
• tests/python/relay/op/annotation/test_annotation.py
• tests/python/relay/op/test_tensor.py
• tests/python/relay/qnn/test_canonicalizations.py
• tests/python/relay/strategy/arm_cpu/test_avg_pool.py
• tests/python/relay/strategy/arm_cpu/test_conv1d_ncw.py
• tests/python/relay/strategy/arm_cpu/test_conv1d_nwc.py
• tests/python/relay/strategy/arm_cpu/test_conv2d_NCHWc.py
• tests/python/relay/strategy/arm_cpu/test_conv2d_nchw.py
• tests/python/relay/strategy/arm_cpu/test_conv2d_nhwc.py
• tests/python/relay/strategy/arm_cpu/test_dense_dsp.py
• tests/python/relay/strategy/arm_cpu/test_depthwise_conv2d.py
• tests/python/relay/strategy/arm_cpu/test_depthwise_conv2d_NCHWc.py
• tests/python/relay/strategy/arm_cpu/test_group_conv2d.py
• tests/python/relay/strategy/arm_cpu/test_max_pool.py
• tests/python/relay/test_adt.py
• tests/python/relay/test_analysis_basic_block_normal_form.py
• tests/python/relay/test_analysis_extract_fake_quantized_ops.py
• tests/python/relay/test_analysis_extract_fused_functions.py
• tests/python/relay/test_analysis_extract_operators.py
• tests/python/relay/test_analysis_feature.py
• tests/python/relay/test_analysis_get_calibration_data.py
• tests/python/relay/test_annotated_regions.py
• tests/python/relay/test_any.py
• tests/python/relay/test_auto_scheduler_layout_rewrite_networks.py
• tests/python/relay/test_auto_scheduler_task_extraction.py
• tests/python/relay/test_auto_scheduler_tuning.py
• tests/python/relay/test_autotvm_task_extraction.py
• tests/python/relay/test_backend_graph_executor.py
• tests/python/relay/test_backend_interpreter.py
• tests/python/relay/test_build_module.py
• tests/python/relay/test_call_graph.py
• tests/python/relay/test_change_batch.py
• tests/python/relay/test_cmp_op.py
• tests/python/relay/test_const.py
• tests/python/relay/test_conv2d_nchw_texture.py
• tests/python/relay/test_conv2d_nhwc_texture.py
• tests/python/relay/test_cpp_build_module.py
• tests/python/relay/test_dataflow_pattern.py
• tests/python/relay/test_debug.py
• tests/python/relay/test_depthwise_conv2d_nchw_texture.py
• tests/python/relay/test_depthwise_conv2d_nhwc_texture.py
• tests/python/relay/test_executor.py
• tests/python/relay/test_expr_functor.py
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• tests/python/relay/test_ir_nodes.py
• tests/python/relay/test_ir_op.py
• tests/python/relay/test_ir_parser.py
• tests/python/relay/test_ir_structural_equal_hash.py
• tests/python/relay/test_ir_text_printer.py
• tests/python/relay/test_ir_well_formed.py
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• tests/python/relay/test_json_runtime.py
• tests/python/relay/test_layer_count.py
• tests/python/relay/test_memory_passes.py
• tests/python/relay/test_name_mangling.py
• tests/python/relay/test_name_transforms.py
• tests/python/relay/test_op_fast_math.py
• tests/python/relay/test_op_grad_level1.py
• tests/python/relay/test_op_grad_level10.py
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• tests/python/relay/test_op_level1.py
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• tests/python/relay/test_op_level5.py
• tests/python/relay/test_op_level6.py
• tests/python/relay/test_op_qnn_add.py
• tests/python/relay/test_op_qnn_batch_matmul.py
• tests/python/relay/test_op_qnn_concatenate.py
• tests/python/relay/test_op_qnn_conv2_transpose.py
• tests/python/relay/test_op_qnn_conv2d.py
• tests/python/relay/test_op_qnn_dense.py
• tests/python/relay/test_op_qnn_dequantize.py
• tests/python/relay/test_op_qnn_leaky_relu.py
• tests/python/relay/test_op_qnn_mul.py
• tests/python/relay/test_op_qnn_quantize.py
• tests/python/relay/test_op_qnn_requantize.py
• tests/python/relay/test_op_qnn_simulated_dequantize.py
• tests/python/relay/test_op_qnn_simulated_quantize.py
• tests/python/relay/test_op_qnn_subtract.py
• tests/python/relay/test_op_qnn_unary_elementwise.py
• tests/python/relay/test_param_dict.py
• tests/python/relay/test_pass_alter_op_layout.py
• tests/python/relay/test_pass_annotate_spans_defuse.py
• tests/python/relay/test_pass_annotate_target.py
• tests/python/relay/test_pass_auto_quantize.py
• tests/python/relay/test_pass_canonicalize_cast.py
• tests/python/relay/test_pass_check_kind.py
• tests/python/relay/test_pass_combine_parallel_conv2d.py
• tests/python/relay/test_pass_combine_parallel_dense.py
• tests/python/relay/test_pass_convert_op_layout.py
• tests/python/relay/test_pass_dead_code_elimination.py
• tests/python/relay/test_pass_defunctionalization.py
• tests/python/relay/test_pass_defuse_ops.py
• tests/python/relay/test_pass_dynamic_to_static.py
• tests/python/relay/test_pass_eliminate_common_subexpr.py
• tests/python/relay/test_pass_eta_expand.py
• tests/python/relay/test_pass_fake_quantization_to_integer.py
• tests/python/relay/test_pass_fast_math.py
• tests/python/relay/test_pass_flatten_atrous_conv.py
• tests/python/relay/test_pass_flexible_shape_dispatch.py
• tests/python/relay/test_pass_fold_constant.py
• tests/python/relay/test_pass_fold_explicit_padding.py
• tests/python/relay/test_pass_fold_scale_axis.py
• tests/python/relay/test_pass_fuse_ops.py
• tests/python/relay/test_pass_gradient.py
• tests/python/relay/test_pass_inline.py
• tests/python/relay/test_pass_instrument.py
• tests/python/relay/test_pass_lambda_lift.py
• tests/python/relay/test_pass_lazy_gradient_init.py
• tests/python/relay/test_pass_legalize.py
• tests/python/relay/test_pass_legalize_tensorcore.py
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• tests/python/relay/test_pass_merge_compiler_regions.py
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• tests/python/relay/test_pass_qnn_legalize.py
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• tests/python/relay/test_pass_simplify_inference.py
• tests/python/relay/test_pass_split_args.py
• tests/python/relay/test_pass_to_a_normal_form.py
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• tests/python/relay/test_py_converter.py
• tests/python/relay/test_recast.py
• tests/python/relay/test_relay_te_compiler.py
• tests/python/relay/test_runtime.py
• tests/python/relay/test_simplify_fc_transpose.py
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• tests/python/relay/test_sparse_dense_convert.py
• tests/python/relay/test_target_hooks.py
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• tests/python/relay/test_typecall.py
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• tests/python/topi/python/test_fifo_buffer.py
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• tests/python/topi/python/test_topi_batch_norm.py
• tests/python/topi/python/test_topi_batch_to_space_nd.py
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• tests/python/topi/python/test_topi_bitserial_conv2d_rasp.py
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• tests/python/topi/python/test_topi_clip.py
• tests/python/topi/python/test_topi_conv1d.py
• tests/python/topi/python/test_topi_conv1d_transpose_ncw.py
• tests/python/topi/python/test_topi_conv2d_NCHWc.py
• tests/python/topi/python/test_topi_conv2d_hwcn.py
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• tests/python/topi/python/test_topi_conv2d_int8.py
• tests/python/topi/python/test_topi_conv2d_nchw.py
• tests/python/topi/python/test_topi_conv2d_nhwc.py
• tests/python/topi/python/test_topi_conv2d_nhwc_pack_int8.py
• tests/python/topi/python/test_topi_conv2d_transpose_nchw.py
• tests/python/topi/python/test_topi_conv2d_winograd.py
• tests/python/topi/python/test_topi_conv3d_ncdhw.py
• tests/python/topi/python/test_topi_conv3d_ndhwc.py
• tests/python/topi/python/test_topi_conv3d_ndhwc_tensorcore.py
• tests/python/topi/python/test_topi_conv3d_transpose_ncdhw.py
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• tests/python/topi/python/test_topi_correlation.py
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• tests/python/topi/python/test_topi_dense.py
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• tests/python/topi/python/test_topi_depthwise_conv2d_back_input.py
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• tests/python/topi/python/test_topi_dilate.py
• tests/python/topi/python/test_topi_einsum.py
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• tests/python/topi/python/test_topi_group_conv2d_NCHWc_int8.py
• tests/python/topi/python/test_topi_group_conv2d_transpose.py
• tests/python/topi/python/test_topi_image.py
• tests/python/topi/python/test_topi_loss.py
• tests/python/topi/python/test_topi_lrn.py
• tests/python/topi/python/test_topi_math.py
• tests/python/topi/python/test_topi_matmul.py
• tests/python/topi/python/test_topi_pooling.py
• tests/python/topi/python/test_topi_prng.py
• tests/python/topi/python/test_topi_qnn.py
• tests/python/topi/python/test_topi_reduce.py
• tests/python/topi/python/test_topi_relu.py
• tests/python/topi/python/test_topi_reorg.py
• tests/python/topi/python/test_topi_scan.py
• tests/python/topi/python/test_topi_scatter.py
• tests/python/topi/python/test_topi_searchsorted.py
• tests/python/topi/python/test_topi_softmax.py
• tests/python/topi/python/test_topi_sort.py
• tests/python/topi/python/test_topi_space_to_batch_nd.py
• tests/python/topi/python/test_topi_space_to_depth.py
• tests/python/topi/python/test_topi_sparse.py
• tests/python/topi/python/test_topi_tensor.py
• tests/python/topi/python/test_topi_transform.py
• tests/python/topi/python/test_topi_unique.py
• tests/python/topi/python/test_topi_upsampling.py
• tests/python/topi/python/test_topi_vision.py
• tests/python/unittest/test_aot_legalize_packed_call.py
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• tests/python/unittest/test_arith_detect_linear_equation.py
• tests/python/unittest/test_arith_domain_touched.py
• tests/python/unittest/test_arith_intset.py
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• tests/python/unittest/test_arith_modular_set.py
• tests/python/unittest/test_arith_rewrite_simplify.py
• tests/python/unittest/test_arith_solve_linear_equations.py
• tests/python/unittest/test_arith_solve_linear_inequality.py
• tests/python/unittest/test_auto_scheduler_compute_dag.py
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• tests/python/unittest/test_auto_scheduler_measure.py
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• tests/python/unittest/test_auto_scheduler_search_task.py
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• tests/python/unittest/test_autotvm_space.py
• tests/python/unittest/test_autotvm_xgboost_model.py
• tests/python/unittest/test_crt.py (Claimed by @alanmacd)
• tests/python/unittest/test_custom_datatypes.py
• tests/python/unittest/test_filter_untracked.py
• tests/python/unittest/test_format_si_prefix.py
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• tests/python/unittest/test_meta_schedule_postproc_rewrite_parallel_vectorize_unroll.py
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• tests/python/unittest/test_meta_schedule_postproc_verify_gpu_code.py
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• tests/python/unittest/test_meta_schedule_schedule_rule_multi_level_tiling.py
• tests/python/unittest/test_meta_schedule_schedule_rule_parallel_vectorize_unroll.py
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• tests/python/unittest/test_meta_schedule_search_strategy.py
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• tests/python/unittest/test_meta_schedule_tune_tir.py
• tests/python/unittest/test_micro_model_library_format.py (Claimed by @alanmacd)
• tests/python/unittest/test_micro_project_api.py (Claimed by @alanmacd)
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• tests/python/unittest/test_node_reflection.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_container.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_error.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_extension.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_graph.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_graph_cuda_graph.py (Claimed by @alanmacd)
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• tests/python/unittest/test_runtime_measure.py
• tests/python/unittest/test_runtime_module_based_interface.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_module_export.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_module_load.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_profiling.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_rpc.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_trace.py (Claimed by @alanmacd)
• tests/python/unittest/test_runtime_vm_profiler.py (Claimed by @alanmacd)
• tests/python/unittest/test_subwarp_reduction_cuda.py
• tests/python/unittest/test_target_codegen_arm.py
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• tests/python/unittest/test_tir_transform_extract_constants.py
• tests/python/unittest/test_tir_transform_flatten_buffer.py
• tests/python/unittest/test_tir_transform_hoist_if.py
• tests/python/unittest/test_tir_transform_inject_copy_intrin.py
• tests/python/unittest/test_tir_transform_inject_double_buffer.py
• tests/python/unittest/test_tir_transform_inject_rolling_buffer.py
• tests/python/unittest/test_tir_transform_inject_software_pipeline.py
• tests/python/unittest/test_tir_transform_inject_virtual_thread.py
• tests/python/unittest/test_tir_transform_instrument_bound_checkers.py
• tests/python/unittest/test_tir_transform_ir_utils.py
• tests/python/unittest/test_tir_transform_lift_attr_scope.py
• tests/python/unittest/test_tir_transform_loop_partition.py
• tests/python/unittest/test_tir_transform_lower_cross_thread_reduction.py
• tests/python/unittest/test_tir_transform_lower_init_block.py
• tests/python/unittest/test_tir_transform_lower_intrin.py
• tests/python/unittest/test_tir_transform_lower_tvm_builtin.py
• tests/python/unittest/test_tir_transform_lower_warp_memory.py
• tests/python/unittest/test_tir_transform_make_packed_api.py
• tests/python/unittest/test_tir_transform_make_unpacked_api.py
• tests/python/unittest/test_tir_transform_merge_dynamic_shared_memory_allocations.py
• tests/python/unittest/test_tir_transform_narrow_datatype.py
• tests/python/unittest/test_tir_transform_plan_update_buffer_allocation_location.py
• tests/python/unittest/test_tir_transform_prim_func_pass.py
• tests/python/unittest/test_tir_transform_remove_no_op.py
• tests/python/unittest/test_tir_transform_renormalize_split_pattern.py
• tests/python/unittest/test_tir_transform_rewrite_unsafe_select.py
• tests/python/unittest/test_tir_transform_simplify.py
• tests/python/unittest/test_tir_transform_split_host_device.py
• tests/python/unittest/test_tir_transform_storage_flatten.py
• tests/python/unittest/test_tir_transform_storage_rewrite.py
• tests/python/unittest/test_tir_transform_thread_sync.py
• tests/python/unittest/test_tir_transform_unify_thread_binding.py
• tests/python/unittest/test_tir_transform_unroll_loop.py
• tests/python/unittest/test_tir_transform_vectorize.py
• tests/python/unittest/test_tir_usmp_algo.py
• tests/python/unittest/test_tir_usmp_algo_hill_climb.py
• tests/python/unittest/test_tir_usmp_analysis_extract_bufferinfo.py
• tests/python/unittest/test_tir_usmp_transform_convert_pool_allocations_to_offsets.py
• tests/python/unittest/test_tir_usmp_transform_create_io_allocates.py
• tests/python/unittest/test_tir_usmp_utils.py
• tests/python/unittest/test_transform_layout.py
• tests/python/unittest/test_tvm_testing_features.py
• tests/python/unittest/test_tvmscript_complete.py
• tests/python/unittest/test_tvmscript_error_report.py
• tests/python/unittest/test_tvmscript_meta_programming.py
• tests/python/unittest/test_tvmscript_ops.py
• tests/python/unittest/test_tvmscript_regression.py
• tests/python/unittest/test_tvmscript_roundtrip.py
• tests/python/unittest/test_tvmscript_spans.py
• tests/python/unittest/test_tvmscript_syntax_sugar.py
• tests/python/unittest/test_type_annotation_checker.py

[areusch]

@gigiblender is going to look at this one

[gigiblender]

I enabled pylint in #11600. However, there are a lot of tests that contain formatting errors (see the file attached to the PR). I am not sure if I should start fixing those as part of this issue?

@areusch

[Mousius]

@gigiblender can you put together a list of tests which need linting so we can put a checklist on this issue? then people can pick them off when they get time 😸

[gigiblender]

@gigiblender can you put together a list of tests which need linting so we can put a checklist on this issue? then people can pick them off when they get time smile_cat

Checklist attached:
checklist.txt

[Mousius]

Thanks @gigiblender, I've put them up here, if we can reference this issue in PRs then we'll get through this!

[alanmacd]

I'll start with these:

tests/python/unittest/test_crt.py
tests/python/unittest/test_micro_model_library_format.py
tests/python/unittest/test_micro_project_api.py
tests/python/unittest/test_micro_transport.py
tests/python/unittest/test_node_reflection.py
tests/python/unittest/test_runtime_container.py
tests/python/unittest/test_runtime_error.py
tests/python/unittest/test_runtime_extension.py
tests/python/unittest/test_runtime_graph_cuda_graph.py
tests/python/unittest/test_runtime_graph_debug.py
tests/python/unittest/test_runtime_graph.py
tests/python/unittest/test_runtime_measure.py
tests/python/unittest/test_runtime_module_based_interface.py
tests/python/unittest/test_runtime_module_export.py
tests/python/unittest/test_runtime_module_load.py
tests/python/unittest/test_runtime_profiling.py
tests/python/unittest/test_runtime_rpc.py
tests/python/unittest/test_runtime_trace.py
tests/python/unittest/test_runtime_vm_profiler.py