Path	Lines of Code
python/gen_requirements.py	379
python/setup.py	148
python/tvm/__init__.py	46
python/tvm/_ffi/__init__.py	4
python/tvm/_ffi/_ctypes/__init__.py	1
python/tvm/_ffi/_ctypes/ndarray.py	80
python/tvm/_ffi/_ctypes/object.py	64
python/tvm/_ffi/_ctypes/packed_func.py	231
python/tvm/_ffi/_ctypes/types.py	67
python/tvm/_ffi/_cy2/__init__.py	1
python/tvm/_ffi/_cy3/__init__.py	1
python/tvm/_ffi/_cython/base.pxi	130
python/tvm/_ffi/_cython/core.pyx	4
python/tvm/_ffi/_cython/ndarray.pxi	105
python/tvm/_ffi/_cython/object.pxi	65
python/tvm/_ffi/_cython/packed_func.pxi	287
python/tvm/_ffi/_pyversion.py	4
python/tvm/_ffi/base.py	139
python/tvm/_ffi/libinfo.py	122
python/tvm/_ffi/registry.py	101
python/tvm/_ffi/runtime_ctypes.py	218
python/tvm/arith/__init__.py	7
python/tvm/arith/_ffi_api.py	2
python/tvm/arith/analyzer.py	56
python/tvm/arith/bound.py	3
python/tvm/arith/int_set.py	26
python/tvm/arith/int_solver.py	35
python/tvm/arith/iter_affine_map.py	25
python/tvm/arith/pattern.py	5
python/tvm/auto_scheduler/__init__.py	40
python/tvm/auto_scheduler/_ffi_api.py	2
python/tvm/auto_scheduler/compute_dag.py	92
python/tvm/auto_scheduler/cost_model/__init__.py	2
python/tvm/auto_scheduler/cost_model/cost_model.py	45
python/tvm/auto_scheduler/cost_model/xgb_model.py	329
python/tvm/auto_scheduler/dispatcher.py	225
python/tvm/auto_scheduler/feature.py	95
python/tvm/auto_scheduler/loop_state.py	183
python/tvm/auto_scheduler/measure.py	655
python/tvm/auto_scheduler/measure_record.py	138
python/tvm/auto_scheduler/relay_integration.py	215
python/tvm/auto_scheduler/search_policy.py	83
python/tvm/auto_scheduler/search_task.py	312
python/tvm/auto_scheduler/task_scheduler.py	370
python/tvm/auto_scheduler/utils.py	196
python/tvm/auto_scheduler/workload_registry.py	78
python/tvm/autotvm/__init__.py	33
python/tvm/autotvm/database.py	82
python/tvm/autotvm/env.py	9
python/tvm/autotvm/feature.py	90
python/tvm/autotvm/graph_tuner/__init__.py	6
python/tvm/autotvm/graph_tuner/_base.py	3
python/tvm/autotvm/graph_tuner/base_graph_tuner.py	370
python/tvm/autotvm/graph_tuner/dynamic_programming_stage.py	222
python/tvm/autotvm/graph_tuner/dynamic_programming_tuner.py	160
python/tvm/autotvm/graph_tuner/pbqp_tuner.py	209
python/tvm/autotvm/graph_tuner/utils/__init__.py	5
python/tvm/autotvm/graph_tuner/utils/traverse_graph.py	188
python/tvm/autotvm/graph_tuner/utils/utils.py	58
python/tvm/autotvm/measure/__init__.py	16
python/tvm/autotvm/measure/executor.py	12
python/tvm/autotvm/measure/local_executor.py	82
python/tvm/autotvm/measure/measure.py	66
python/tvm/autotvm/measure/measure_methods.py	384
python/tvm/autotvm/record.py	196
python/tvm/autotvm/task/__init__.py	26
python/tvm/autotvm/task/code_hash.py	23
python/tvm/autotvm/task/dispatcher.py	174
python/tvm/autotvm/task/relay_integration.py	69
python/tvm/autotvm/task/space.py	565
python/tvm/autotvm/task/task.py	303
python/tvm/autotvm/task/topi_integration.py	110
python/tvm/autotvm/tophub.py	119
python/tvm/autotvm/tuner/__init__.py	5
python/tvm/autotvm/tuner/callback.py	87
python/tvm/autotvm/tuner/ga_tuner.py	85
python/tvm/autotvm/tuner/index_based_tuner.py	50
python/tvm/autotvm/tuner/metric.py	42
python/tvm/autotvm/tuner/model_based_tuner.py	154
python/tvm/autotvm/tuner/sa_model_optimizer.py	104
python/tvm/autotvm/tuner/tuner.py	100
python/tvm/autotvm/tuner/xgboost_cost_model.py	456
python/tvm/autotvm/tuner/xgboost_tuner.py	34
python/tvm/autotvm/utils.py	72
python/tvm/contrib/__init__.py	1
python/tvm/contrib/cblas.py	34
python/tvm/contrib/cc.py	117
python/tvm/contrib/clang.py	44
python/tvm/contrib/coreml_runtime.py	17
python/tvm/contrib/cublas.py	29
python/tvm/contrib/cublaslt.py	17
python/tvm/contrib/cuda_graph/__init__.py	1
python/tvm/contrib/cuda_graph/cuda_graph_executor.py	41
python/tvm/contrib/cudnn.py	238
python/tvm/contrib/debugger/__init__.py	1
python/tvm/contrib/debugger/debug_executor.py	103
python/tvm/contrib/debugger/debug_result.py	159
python/tvm/contrib/debugger/debug_runtime.py	8
python/tvm/contrib/dlpack.py	14
python/tvm/contrib/download.py	84
python/tvm/contrib/emcc.py	31
python/tvm/contrib/graph_executor.py	86
python/tvm/contrib/graph_runtime.py	8
python/tvm/contrib/hexagon.py	129
python/tvm/contrib/miopen.py	69
python/tvm/contrib/mkl.py	46
python/tvm/contrib/mkldnn.py	14
python/tvm/contrib/mps.py	31
python/tvm/contrib/mxnet.py	24
python/tvm/contrib/ndk.py	29
python/tvm/contrib/nnpack.py	111
python/tvm/contrib/nvcc.py	180
python/tvm/contrib/peak.py	180
python/tvm/contrib/pickle_memoize.py	65
python/tvm/contrib/popen_pool.py	160
python/tvm/contrib/random.py	32
python/tvm/contrib/rocblas.py	26
python/tvm/contrib/rocm.py	79
python/tvm/contrib/rpc.py	7
python/tvm/contrib/sdaccel.py	50
python/tvm/contrib/sparse.py	91
python/tvm/contrib/spirv.py	20
python/tvm/contrib/stackvm.py	9
python/tvm/contrib/tar.py	38
python/tvm/contrib/tedd.py	509
python/tvm/contrib/tf_op/__init__.py	2
python/tvm/contrib/tf_op/module.py	74
python/tvm/contrib/tflite_runtime.py	28
python/tvm/contrib/thrust.py	21
python/tvm/contrib/utils.py	112
python/tvm/contrib/xcode.py	121
python/tvm/driver/__init__.py	1
python/tvm/driver/_ffi_api.py	2
python/tvm/driver/build_module.py	173
python/tvm/driver/tvmc/__init__.py	9
python/tvm/driver/tvmc/__main__.py	3
python/tvm/driver/tvmc/autotuner.py	442
python/tvm/driver/tvmc/common.py	215
python/tvm/driver/tvmc/compiler.py	186
python/tvm/driver/tvmc/composite_target.py	33
python/tvm/driver/tvmc/frontends.py	176
python/tvm/driver/tvmc/main.py	40
python/tvm/driver/tvmc/model.py	179
python/tvm/driver/tvmc/result_utils.py	9
python/tvm/driver/tvmc/runner.py	228
python/tvm/error.py	29
python/tvm/exec/__init__.py	1
python/tvm/exec/autotvm_log_editor.py	34
python/tvm/exec/measure_peak.py	22
python/tvm/exec/microtvm_debug_shell.py	91
python/tvm/exec/popen_worker.py	66
python/tvm/exec/query_rpc_tracker.py	20
python/tvm/exec/rpc_proxy.py	56
python/tvm/exec/rpc_server.py	61
python/tvm/exec/rpc_tracker.py	17
python/tvm/generic.py	1
python/tvm/ir/__init__.py	16
python/tvm/ir/_ffi_api.py	2
python/tvm/ir/_ffi_instrument_api.py	2
python/tvm/ir/_ffi_transform_api.py	2
python/tvm/ir/adt.py	15
python/tvm/ir/attrs.py	37
python/tvm/ir/base.py	49
python/tvm/ir/container.py	33
python/tvm/ir/diagnostics/__init__.py	38
python/tvm/ir/diagnostics/_ffi_api.py	2
python/tvm/ir/expr.py	34
python/tvm/ir/function.py	21
python/tvm/ir/instrument.py	51
python/tvm/ir/json_compact.py	139
python/tvm/ir/module.py	87
python/tvm/ir/op.py	42
python/tvm/ir/tensor_type.py	10
python/tvm/ir/transform.py	104
python/tvm/ir/type.py	65
python/tvm/ir/type_relation.py	11
python/tvm/micro/__init__.py	15
python/tvm/micro/artifact.py	83
python/tvm/micro/base.py	3
python/tvm/micro/build.py	110
python/tvm/micro/class_factory.py	49
python/tvm/micro/compiler.py	173
python/tvm/micro/contrib/__init__.py	1
python/tvm/micro/contrib/base.py	23
python/tvm/micro/contrib/zephyr.py	559
python/tvm/micro/debugger.py	273
python/tvm/micro/func_registry.py	41
python/tvm/micro/micro_binary.py	36
python/tvm/micro/micro_library.py	47
python/tvm/micro/model_library_format.py	156
python/tvm/micro/session.py	100
python/tvm/micro/transport/__init__.py	8
python/tvm/micro/transport/base.py	165
python/tvm/micro/transport/debug.py	31
python/tvm/micro/transport/file_descriptor.py	74
python/tvm/micro/transport/serial.py	84
python/tvm/micro/transport/subprocess.py	36
python/tvm/micro/transport/wakeup.py	43
python/tvm/parser/__init__.py	14
python/tvm/parser/_ffi_api.py	2
python/tvm/relay/__init__.py	90
python/tvm/relay/_build_module.py	2
python/tvm/relay/_ffi_api.py	2
python/tvm/relay/_make.py	2
python/tvm/relay/adt.py	36
python/tvm/relay/analysis/__init__.py	8
python/tvm/relay/analysis/_ffi_api.py	2
python/tvm/relay/analysis/analysis.py	75
python/tvm/relay/analysis/annotated_regions.py	11
python/tvm/relay/analysis/call_graph.py	32
python/tvm/relay/analysis/count_layers.py	25
python/tvm/relay/analysis/feature.py	19
python/tvm/relay/analysis/sparse_conv2d.py	82
python/tvm/relay/analysis/sparse_dense.py	67
python/tvm/relay/backend/__init__.py	1
python/tvm/relay/backend/_backend.py	18
python/tvm/relay/backend/_vm.py	2
python/tvm/relay/backend/compile_engine.py	249
python/tvm/relay/backend/executor_factory.py	78
python/tvm/relay/backend/graph_executor_codegen.py	36
python/tvm/relay/backend/interpreter.py	126
python/tvm/relay/backend/vm.py	120
python/tvm/relay/base.py	12
python/tvm/relay/build_module.py	229
python/tvm/relay/data_dep_optimization/__init__.py	3
python/tvm/relay/data_dep_optimization/bsr_conv2d.py	10
python/tvm/relay/data_dep_optimization/bsr_dense.py	9
python/tvm/relay/data_dep_optimization/simplify_fc_transpose.py	20
python/tvm/relay/data_dep_optimization/utils.py	6
python/tvm/relay/dataflow_pattern/__init__.py	201
python/tvm/relay/dataflow_pattern/_ffi.py	2
python/tvm/relay/debug.py	17
python/tvm/relay/expr.py	190
python/tvm/relay/expr_functor.py	166
python/tvm/relay/frontend/__init__.py	14
python/tvm/relay/frontend/caffe.py	590
python/tvm/relay/frontend/caffe2.py	372
python/tvm/relay/frontend/change_datatype.py	37
python/tvm/relay/frontend/common.py	302
python/tvm/relay/frontend/coreml.py	444
python/tvm/relay/frontend/darknet.py	644
python/tvm/relay/frontend/keras.py	1023
python/tvm/relay/frontend/mxnet.py	2322
python/tvm/relay/frontend/mxnet_qnn_op_utils.py	117
python/tvm/relay/frontend/nnvm_common.py	130
python/tvm/relay/frontend/onnx.py	2540
python/tvm/relay/frontend/pytorch.py	2539
python/tvm/relay/frontend/pytorch_utils.py	206
python/tvm/relay/frontend/qnn_torch.py	608
python/tvm/relay/frontend/sklearn.py	444
python/tvm/relay/frontend/tensorflow.py	707
python/tvm/relay/frontend/tensorflow2.py	352
python/tvm/relay/frontend/tensorflow_ops.py	2247
python/tvm/relay/frontend/tensorflow_parser.py	127
python/tvm/relay/frontend/tflite.py	2630
python/tvm/relay/frontend/tflite_flexbuffer.py	96
python/tvm/relay/function.py	16
python/tvm/relay/loops.py	18
python/tvm/relay/op/__init__.py	38
python/tvm/relay/op/_algorithm.py	48
python/tvm/relay/op/_make.py	2
python/tvm/relay/op/_mlas.py	96
python/tvm/relay/op/_reduce.py	64
python/tvm/relay/op/_tensor.py	210
python/tvm/relay/op/_tensor_grad.py	581
python/tvm/relay/op/_transform.py	848
python/tvm/relay/op/algorithm.py	18
python/tvm/relay/op/annotation/__init__.py	2
python/tvm/relay/op/annotation/_make.py	2
python/tvm/relay/op/annotation/annotation.py	24
python/tvm/relay/op/contrib/__init__.py	7
python/tvm/relay/op/contrib/_ethosn.py	2
python/tvm/relay/op/contrib/arm_compute_lib.py	315
python/tvm/relay/op/contrib/bnns.py	212
python/tvm/relay/op/contrib/coreml.py	15
python/tvm/relay/op/contrib/dnnl.py	31
python/tvm/relay/op/contrib/ethosn.py	173
python/tvm/relay/op/contrib/register.py	8
python/tvm/relay/op/contrib/tensorrt.py	764
python/tvm/relay/op/contrib/vitis_ai.py	91
python/tvm/relay/op/dyn/__init__.py	4
python/tvm/relay/op/dyn/_algorithm.py	41
python/tvm/relay/op/dyn/_make.py	2
python/tvm/relay/op/dyn/_tensor.py	21
python/tvm/relay/op/dyn/_transform.py	165
python/tvm/relay/op/dyn/image/__init__.py	1
python/tvm/relay/op/dyn/image/_image.py	64
python/tvm/relay/op/dyn/image/_make.py	2
python/tvm/relay/op/dyn/nn/__init__.py	1
python/tvm/relay/op/dyn/nn/_make.py	2
python/tvm/relay/op/dyn/nn/_nn.py	106
python/tvm/relay/op/image/__init__.py	2
python/tvm/relay/op/image/_image.py	161
python/tvm/relay/op/image/_make.py	2
python/tvm/relay/op/image/image.py	79
python/tvm/relay/op/memory/__init__.py	2
python/tvm/relay/op/memory/_make.py	2
python/tvm/relay/op/memory/memory.py	12
python/tvm/relay/op/mlas.py	11
python/tvm/relay/op/nn/__init__.py	3
python/tvm/relay/op/nn/_make.py	2
python/tvm/relay/op/nn/_nn.py	630
python/tvm/relay/op/nn/nn.py	800
python/tvm/relay/op/nn/utils.py	55
python/tvm/relay/op/op.py	108
python/tvm/relay/op/op_attrs.py	224
python/tvm/relay/op/random/__init__.py	2
python/tvm/relay/op/random/_kernel.py	9
python/tvm/relay/op/random/_make.py	2
python/tvm/relay/op/random/kernel.py	20
python/tvm/relay/op/reduce.py	62
python/tvm/relay/op/strategy/__init__.py	10
python/tvm/relay/op/strategy/arm_cpu.py	319
python/tvm/relay/op/strategy/bifrost.py	91
python/tvm/relay/op/strategy/cuda.py	957
python/tvm/relay/op/strategy/generic.py	1124
python/tvm/relay/op/strategy/hls.py	136
python/tvm/relay/op/strategy/intel_graphics.py	51
python/tvm/relay/op/strategy/mali.py	161
python/tvm/relay/op/strategy/rocm.py	253
python/tvm/relay/op/strategy/x86.py	475
python/tvm/relay/op/tensor.py	194
python/tvm/relay/op/transform.py	230
python/tvm/relay/op/vision/__init__.py	7
python/tvm/relay/op/vision/_make.py	2
python/tvm/relay/op/vision/_rcnn.py	52
python/tvm/relay/op/vision/_vision.py	92
python/tvm/relay/op/vision/_yolo.py	5
python/tvm/relay/op/vision/multibox.py	12
python/tvm/relay/op/vision/nms.py	68
python/tvm/relay/op/vision/rcnn.py	31
python/tvm/relay/op/vision/yolo.py	3
python/tvm/relay/op/vm/__init__.py	2
python/tvm/relay/op/vm/_ffi_api.py	2
python/tvm/relay/op/vm/vm.py	9
python/tvm/relay/param_dict.py	5
python/tvm/relay/prelude.py	1199
python/tvm/relay/qnn/__init__.py	3
python/tvm/relay/qnn/op/__init__.py	4
python/tvm/relay/qnn/op/_make.py	2
python/tvm/relay/qnn/op/_qnn.py	24
python/tvm/relay/qnn/op/layout_conversions.py	32
python/tvm/relay/qnn/op/legalizations.py	145
python/tvm/relay/qnn/op/op.py	3
python/tvm/relay/qnn/op/qnn.py	201
python/tvm/relay/qnn/transform.py	5
python/tvm/relay/quantize/__init__.py	4
python/tvm/relay/quantize/_annotate.py	249
python/tvm/relay/quantize/_calibrate.py	136
python/tvm/relay/quantize/_partition.py	76
python/tvm/relay/quantize/_partition_conversions.py	142
python/tvm/relay/quantize/_quantize.py	2
python/tvm/relay/quantize/kl_divergence.py	19
python/tvm/relay/quantize/quantize.py	165
python/tvm/relay/scope_builder.py	78
python/tvm/relay/testing/__init__.py	104
python/tvm/relay/testing/darknet.py	83
python/tvm/relay/testing/dcgan.py	97
python/tvm/relay/testing/densenet.py	71
python/tvm/relay/testing/dqn.py	59
python/tvm/relay/testing/inception_v3.py	334
python/tvm/relay/testing/init.py	94
python/tvm/relay/testing/layers.py	55
python/tvm/relay/testing/lstm.py	96
python/tvm/relay/testing/mlp.py	21
python/tvm/relay/testing/mobilenet.py	200
python/tvm/relay/testing/nat.py	25
python/tvm/relay/testing/py_converter.py	361
python/tvm/relay/testing/resnet.py	258
python/tvm/relay/testing/resnet_3d.py	253
python/tvm/relay/testing/squeezenet.py	75
python/tvm/relay/testing/synthetic.py	52
python/tvm/relay/testing/temp_op_attr.py	15
python/tvm/relay/testing/tf.py	231
python/tvm/relay/testing/vgg.py	60
python/tvm/relay/testing/yolo_detection.py	302
python/tvm/relay/transform/__init__.py	3
python/tvm/relay/transform/_ffi_api.py	2
python/tvm/relay/transform/fake_quantization_to_integer.py	119
python/tvm/relay/transform/memory_plan.py	235
python/tvm/relay/transform/recast.py	79
python/tvm/relay/transform/transform.py	220
python/tvm/relay/ty.py	12
python/tvm/relay/type_functor.py	122
python/tvm/rpc/__init__.py	4
python/tvm/rpc/_ffi_api.py	2
python/tvm/rpc/base.py	71
python/tvm/rpc/client.py	207
python/tvm/rpc/minrpc.py	26
python/tvm/rpc/proxy.py	519
python/tvm/rpc/server.py	309
python/tvm/rpc/testing.py	33
python/tvm/rpc/tornado_util.py	80
python/tvm/rpc/tracker.py	280
python/tvm/runtime/__init__.py	12
python/tvm/runtime/_ffi_api.py	2
python/tvm/runtime/_ffi_node_api.py	12
python/tvm/runtime/container.py	66
python/tvm/runtime/module.py	200
python/tvm/runtime/ndarray.py	206
python/tvm/runtime/object.py	54
python/tvm/runtime/object_generic.py	64
python/tvm/runtime/packed_func.py	17
python/tvm/runtime/params.py	8
python/tvm/runtime/profiler_vm.py	21
python/tvm/runtime/profiling.py	7
python/tvm/runtime/vm.py	179
python/tvm/script/__init__.py	1
python/tvm/script/_ffi_api.py	2
python/tvm/script/context_maintainer.py	85
python/tvm/script/diagnostics.py	26
python/tvm/script/intrin.py	118
python/tvm/script/meta_unparser.py	18
python/tvm/script/node.py	80
python/tvm/script/parser.py	566
python/tvm/script/registry.py	26
python/tvm/script/scope_handler.py	463
python/tvm/script/special_stmt.py	348
python/tvm/script/ty.py	19
python/tvm/script/utils.py	82
python/tvm/support.py	19
python/tvm/te/__init__.py	18
python/tvm/te/_ffi_api.py	2
python/tvm/te/autodiff.py	5
python/tvm/te/hybrid/__init__.py	28
python/tvm/te/hybrid/calls.py	116
python/tvm/te/hybrid/module.py	52
python/tvm/te/hybrid/parser.py	469
python/tvm/te/hybrid/preprocessor.py	81
python/tvm/te/hybrid/runtime.py	76
python/tvm/te/hybrid/utils.py	61
python/tvm/te/operation.py	157
python/tvm/te/schedule.py	116
python/tvm/te/tag.py	31
python/tvm/te/tensor.py	109
python/tvm/te/tensor_intrin.py	68
python/tvm/testing.py	335
python/tvm/tir/__init__.py	33
python/tvm/tir/_ffi_api.py	2
python/tvm/tir/analysis/__init__.py	1
python/tvm/tir/analysis/_ffi_api.py	2
python/tvm/tir/analysis/analysis.py	18
python/tvm/tir/buffer.py	70
python/tvm/tir/data_layout.py	35
python/tvm/tir/expr.py	361
python/tvm/tir/function.py	27
python/tvm/tir/generic.py	14
python/tvm/tir/ir_builder.py	161
python/tvm/tir/op.py	267
python/tvm/tir/schedule/__init__.py	3
python/tvm/tir/schedule/_ffi_api_schedule.py	2
python/tvm/tir/schedule/block_scope.py	37
python/tvm/tir/schedule/schedule.py	91
python/tvm/tir/schedule/state.py	67
python/tvm/tir/stmt.py	210
python/tvm/tir/stmt_functor.py	7
python/tvm/tir/transform/__init__.py	2
python/tvm/tir/transform/_ffi_api.py	2
python/tvm/tir/transform/function_pass.py	41
python/tvm/tir/transform/transform.py	95
python/tvm/topi/__init__.py	35
python/tvm/topi/argwhere.py	95
python/tvm/topi/arm_cpu/__init__.py	10
python/tvm/topi/arm_cpu/arm_utils.py	39
python/tvm/topi/arm_cpu/bitserial_conv2d.py	366
python/tvm/topi/arm_cpu/bitserial_dense.py	129
python/tvm/topi/arm_cpu/conv2d.py	381
python/tvm/topi/arm_cpu/conv2d_alter_op.py	262
python/tvm/topi/arm_cpu/conv2d_gemm.py	305
python/tvm/topi/arm_cpu/conv2d_int8.py	177
python/tvm/topi/arm_cpu/conv2d_spatial_pack.py	358
python/tvm/topi/arm_cpu/conv2d_transpose.py	125
python/tvm/topi/arm_cpu/cortex_m7/__init__.py	1
python/tvm/topi/arm_cpu/cortex_m7/conv2d/__init__.py	1
python/tvm/topi/arm_cpu/cortex_m7/conv2d/direct.py	116
python/tvm/topi/arm_cpu/cortex_m7/conv2d/direct_simd.py	120
python/tvm/topi/arm_cpu/cortex_m7/micro_kernel/__init__.py	1
python/tvm/topi/arm_cpu/cortex_m7/micro_kernel/gemm.py	82
python/tvm/topi/arm_cpu/depthwise_conv2d.py	464
python/tvm/topi/arm_cpu/group_conv2d.py	261
python/tvm/topi/arm_cpu/injective.py	38
python/tvm/topi/arm_cpu/tensor_intrin.py	510
python/tvm/topi/bifrost/__init__.py	5
python/tvm/topi/bifrost/conv2d.py	336
python/tvm/topi/bifrost/dense.py	56
python/tvm/topi/bifrost/depthwise_conv2d.py	72
python/tvm/topi/bifrost/gemm.py	169
python/tvm/topi/bifrost/transforms.py	83
python/tvm/topi/broadcast.py	56
python/tvm/topi/cpp/__init__.py	8
python/tvm/topi/cpp/cuda.py	2
python/tvm/topi/cpp/generic.py	2
python/tvm/topi/cpp/impl.py	2
python/tvm/topi/cpp/nn.py	2
python/tvm/topi/cpp/rocm.py	2
python/tvm/topi/cpp/utils.py	2
python/tvm/topi/cpp/vision/__init__.py	3
python/tvm/topi/cpp/vision/yolo.py	2
python/tvm/topi/cpp/x86.py	2
python/tvm/topi/cuda/__init__.py	42
python/tvm/topi/cuda/argwhere.py	119
python/tvm/topi/cuda/batch_matmul.py	203
python/tvm/topi/cuda/batch_matmul_tensorcore.py	220
python/tvm/topi/cuda/conv1d.py	149
python/tvm/topi/cuda/conv1d_transpose_ncw.py	108
python/tvm/topi/cuda/conv2d.py	93
python/tvm/topi/cuda/conv2d_alter_op.py	278
python/tvm/topi/cuda/conv2d_direct.py	77
python/tvm/topi/cuda/conv2d_hwcn.py	103
python/tvm/topi/cuda/conv2d_hwnc_tensorcore.py	309
python/tvm/topi/cuda/conv2d_int8.py	219
python/tvm/topi/cuda/conv2d_nhwc.py	95
python/tvm/topi/cuda/conv2d_nhwc_tensorcore.py	265
python/tvm/topi/cuda/conv2d_nhwc_winograd.py	563
python/tvm/topi/cuda/conv2d_transpose_nchw.py	181
python/tvm/topi/cuda/conv2d_winograd.py	271
python/tvm/topi/cuda/conv3d.py	80
python/tvm/topi/cuda/conv3d_alter_op.py	63
python/tvm/topi/cuda/conv3d_direct.py	85
python/tvm/topi/cuda/conv3d_ndhwc_tensorcore.py	275
python/tvm/topi/cuda/conv3d_transpose_ncdhw.py	93
python/tvm/topi/cuda/conv3d_winograd.py	505
python/tvm/topi/cuda/correlation.py	79
python/tvm/topi/cuda/deformable_conv2d.py	88
python/tvm/topi/cuda/dense.py	260
python/tvm/topi/cuda/dense_tensorcore.py	219
python/tvm/topi/cuda/depthwise_conv2d.py	184
python/tvm/topi/cuda/group_conv2d_nchw.py	339
python/tvm/topi/cuda/injective.py	49
python/tvm/topi/cuda/nms.py	713
python/tvm/topi/cuda/nn.py	4
python/tvm/topi/cuda/pooling.py	113
python/tvm/topi/cuda/rcnn/__init__.py	1
python/tvm/topi/cuda/rcnn/proposal.py	241
python/tvm/topi/cuda/reduction.py	103
python/tvm/topi/cuda/scan.py	325
python/tvm/topi/cuda/scatter.py	444
python/tvm/topi/cuda/softmax.py	104
python/tvm/topi/cuda/sort.py	676
python/tvm/topi/cuda/sparse.py	233
python/tvm/topi/cuda/sparse_reshape.py	127
python/tvm/topi/cuda/ssd/__init__.py	2
python/tvm/topi/cuda/ssd/multibox.py	331
python/tvm/topi/cuda/tensor_intrin.py	219
python/tvm/topi/cuda/tensorcore_alter_op.py	110
python/tvm/topi/cuda/transform.py	29
python/tvm/topi/cuda/unique.py	228
python/tvm/topi/cuda/vision.py	41
python/tvm/topi/einsum.py	3
python/tvm/topi/generic/__init__.py	8
python/tvm/topi/generic/conv2d.py	243
python/tvm/topi/generic/default.py	13
python/tvm/topi/generic/extern.py	5
python/tvm/topi/generic/image.py	5
python/tvm/topi/generic/injective.py	18
python/tvm/topi/generic/nn.py	120
python/tvm/topi/generic/search.py	14
python/tvm/topi/generic/sort.py	8
python/tvm/topi/generic/vision.py	24
python/tvm/topi/generic_op_impl.py	22
python/tvm/topi/hls/__init__.py	3
python/tvm/topi/hls/injective.py	16
python/tvm/topi/hls/nn.py	162
python/tvm/topi/image/__init__.py	4
python/tvm/topi/image/dilation2d.py	87
python/tvm/topi/image/grid_sample.py	46
python/tvm/topi/image/resize.py	638
python/tvm/topi/intel_graphics/__init__.py	4
python/tvm/topi/intel_graphics/conv2d.py	453
python/tvm/topi/intel_graphics/conv2d_alter_op.py	80
python/tvm/topi/intel_graphics/depthwise_conv2d.py	197
python/tvm/topi/interpolate.py	44
python/tvm/topi/mali/__init__.py	4
python/tvm/topi/mali/conv2d.py	436
python/tvm/topi/mali/dense.py	56
python/tvm/topi/mali/depthwise_conv2d.py	82
python/tvm/topi/math.py	147
python/tvm/topi/mlas_op.py	70
python/tvm/topi/nn/__init__.py	31
python/tvm/topi/nn/batch_matmul.py	35
python/tvm/topi/nn/batch_to_space_nd.py	4
python/tvm/topi/nn/bitserial_conv2d.py	163
python/tvm/topi/nn/bitserial_dense.py	43
python/tvm/topi/nn/bitserial_util.py	54
python/tvm/topi/nn/bnn.py	40
python/tvm/topi/nn/conv1d.py	70
python/tvm/topi/nn/conv1d_transpose.py	37
python/tvm/topi/nn/conv2d.py	653
python/tvm/topi/nn/conv2d_transpose.py	77
python/tvm/topi/nn/conv3d.py	157
python/tvm/topi/nn/conv3d_transpose.py	87
python/tvm/topi/nn/correlation.py	57
python/tvm/topi/nn/deformable_conv2d.py	129
python/tvm/topi/nn/dense.py	63
python/tvm/topi/nn/depth_to_space.py	39
python/tvm/topi/nn/depthwise_conv2d.py	228
python/tvm/topi/nn/dilate.py	29
python/tvm/topi/nn/elemwise.py	24
python/tvm/topi/nn/fifo_buffer.py	131
python/tvm/topi/nn/flatten.py	20
python/tvm/topi/nn/local_response_norm.py	4
python/tvm/topi/nn/mapping.py	14
python/tvm/topi/nn/pad.py	79
python/tvm/topi/nn/pooling.py	105
python/tvm/topi/nn/qnn.py	88
python/tvm/topi/nn/softmax.py	65
python/tvm/topi/nn/space_to_batch_nd.py	4
python/tvm/topi/nn/space_to_depth.py	43
python/tvm/topi/nn/sparse.py	461
python/tvm/topi/nn/upsampling.py	102
python/tvm/topi/nn/utils.py	99
python/tvm/topi/nn/winograd_util.py	98
python/tvm/topi/random/__init__.py	2
python/tvm/topi/random/kernel.py	278
python/tvm/topi/reduction.py	38
python/tvm/topi/rocm/__init__.py	5
python/tvm/topi/rocm/batch_matmul.py	17
python/tvm/topi/rocm/conv2d.py	28
python/tvm/topi/rocm/dense.py	57
python/tvm/topi/rocm/nn.py	4
python/tvm/topi/scan.py	102
python/tvm/topi/scatter.py	219
python/tvm/topi/scatter_add.py	144
python/tvm/topi/sort.py	81
python/tvm/topi/sparse/__init__.py	4
python/tvm/topi/sparse/csrmm.py	55
python/tvm/topi/sparse/csrmv.py	46
python/tvm/topi/sparse/dense.py	123
python/tvm/topi/sparse/utils.py	209
python/tvm/topi/sparse_fill_empty_rows.py	72
python/tvm/topi/sparse_reshape.py	106
python/tvm/topi/tag.py	13
python/tvm/topi/tensor.py	8
python/tvm/topi/testing/__init__.py	49
python/tvm/topi/testing/adaptive_pool_python.py	84
python/tvm/topi/testing/batch_matmul.py	12
python/tvm/topi/testing/batch_to_space_nd.py	39
python/tvm/topi/testing/bilinear_resize_python.py	72
python/tvm/topi/testing/common.py	59
python/tvm/topi/testing/conv1d_ncw_python.py	29
python/tvm/topi/testing/conv1d_transpose_ncw_python.py	27
python/tvm/topi/testing/conv2d_hwcn_python.py	30
python/tvm/topi/testing/conv2d_nchw_python.py	37
python/tvm/topi/testing/conv2d_nhwc_python.py	39
python/tvm/topi/testing/conv2d_transpose_python.py	66
python/tvm/topi/testing/conv3d_ncdhw_python.py	45
python/tvm/topi/testing/conv3d_ndhwc_python.py	38
python/tvm/topi/testing/conv3d_transpose_ncdhw_python.py	49
python/tvm/topi/testing/correlation_nchw_python.py	43
python/tvm/topi/testing/crop_and_resize_python.py	87
python/tvm/topi/testing/deformable_conv2d_python.py	72
python/tvm/topi/testing/depth_to_space.py	15
python/tvm/topi/testing/depthwise_conv2d_python.py	92
python/tvm/topi/testing/dilate_python.py	16
python/tvm/topi/testing/gather_nd_python.py	18
python/tvm/topi/testing/gather_python.py	9
python/tvm/topi/testing/grid_sample_python.py	38
python/tvm/topi/testing/l2_normalize_python.py	7
python/tvm/topi/testing/lrn_python.py	22
python/tvm/topi/testing/matrix_set_diag.py	33
python/tvm/topi/testing/one_hot.py	26
python/tvm/topi/testing/pool_grad_python.py	44
python/tvm/topi/testing/poolnd_python.py	110
python/tvm/topi/testing/reorg_python.py	25
python/tvm/topi/testing/roi_align_python.py	132
python/tvm/topi/testing/roi_pool_python.py	39
python/tvm/topi/testing/sequence_mask_python.py	13
python/tvm/topi/testing/slice_axis_python.py	11
python/tvm/topi/testing/softmax_python.py	17
python/tvm/topi/testing/space_to_batch_nd.py	33
python/tvm/topi/testing/space_to_depth.py	11
python/tvm/topi/testing/strided_slice_python.py	46
python/tvm/topi/testing/trilinear_resize3d_python.py	80
python/tvm/topi/testing/upsampling_python.py	102
python/tvm/topi/transform.py	188
python/tvm/topi/unique.py	124
python/tvm/topi/utils.py	167
python/tvm/topi/vision/__init__.py	5
python/tvm/topi/vision/nms.py	442
python/tvm/topi/vision/nms_util.py	183
python/tvm/topi/vision/rcnn/__init__.py	3
python/tvm/topi/vision/rcnn/proposal.py	253
python/tvm/topi/vision/rcnn/roi_align.py	129
python/tvm/topi/vision/rcnn/roi_pool.py	41
python/tvm/topi/vision/reorg.py	4
python/tvm/topi/vision/ssd/__init__.py	2
python/tvm/topi/vision/ssd/multibox.py	152
python/tvm/topi/x86/__init__.py	24
python/tvm/topi/x86/batch_matmul.py	93
python/tvm/topi/x86/binarize_pack.py	14
python/tvm/topi/x86/binary_dense.py	32
python/tvm/topi/x86/bitserial_conv2d.py	442
python/tvm/topi/x86/bitserial_dense.py	124
python/tvm/topi/x86/conv1d.py	88
python/tvm/topi/x86/conv2d.py	194
python/tvm/topi/x86/conv2d_alter_op.py	292
python/tvm/topi/x86/conv2d_avx_1x1.py	191
python/tvm/topi/x86/conv2d_avx_common.py	126
python/tvm/topi/x86/conv2d_int8.py	172
python/tvm/topi/x86/conv2d_transpose.py	34
python/tvm/topi/x86/conv3d.py	483
python/tvm/topi/x86/conv3d_transpose.py	25
python/tvm/topi/x86/dense.py	263
python/tvm/topi/x86/dense_alter_op.py	63
python/tvm/topi/x86/depthwise_conv2d.py	235
python/tvm/topi/x86/group_conv2d.py	262
python/tvm/topi/x86/injective.py	59
python/tvm/topi/x86/nn.py	42
python/tvm/topi/x86/pooling.py	88
python/tvm/topi/x86/reduction.py	74
python/tvm/topi/x86/roi_align.py	169
python/tvm/topi/x86/scatter.py	46
python/tvm/topi/x86/sparse.py	38
python/tvm/topi/x86/tensor_intrin.py	190
python/tvm/topi/x86/utils.py	7