Path	Lines of Code
Package.swift	83
Sources/CTensorFlow/CTensorFlow.c	1
Sources/CTensorFlow/include/CTensorFlow.h	6
Sources/CTensorFlow/shim.c	1
Sources/CX10/device_wrapper.cc	119
Sources/CX10/device_wrapper.h	40
Sources/CX10/functional_while.cc	281
Sources/CX10/xla_tensor_ops_wrapper.cc	567
Sources/CX10/xla_tensor_ops_wrapper_generated.cc.inc	3827
Sources/CX10/xla_tensor_tf_ops.cc	121
Sources/CX10/xla_tensor_tf_ops.h	32
Sources/CX10/xla_tensor_wrapper.cc	334
Sources/CX10/xla_tensor_wrapper.h	391
Sources/CX10Modules/include/device_wrapper.h	40
Sources/CX10Modules/include/xla_tensor_tf_ops.h	32
Sources/CX10Modules/include/xla_tensor_wrapper.h	391
Sources/CX10Modules/shim.c	1
Sources/Tensor/Random.swift	423
Sources/Tensor/TensorUtilities.swift	214
Sources/TensorFlow/BackwardsCompatibility.swift	80
Sources/TensorFlow/Bindings/EagerExecution.swift	791
Sources/TensorFlow/Bindings/RawOpsAugmented.swift	517
Sources/TensorFlow/Bindings/RawOpsDispatching.swift	17954
Sources/TensorFlow/Bindings/RawOpsGenerated.swift	21198
Sources/TensorFlow/Bindings/TFTensorOperation.swift	243
Sources/TensorFlow/Bindings/generate_wrappers.py	724
Sources/TensorFlow/Context.swift	104
Sources/TensorFlow/Core/ArrayOps.swift	58
Sources/TensorFlow/Core/BroadcastingPullback.swift	43
Sources/TensorFlow/Core/CopyableToDevice.swift	52
Sources/TensorFlow/Core/DataTypes.swift	136
Sources/TensorFlow/Core/DifferentialOperators.swift	114
Sources/TensorFlow/Core/ElementaryFunctions.swift	151
Sources/TensorFlow/Core/EuclideanDifferentiable.swift	100
Sources/TensorFlow/Core/Execution.swift	18
Sources/TensorFlow/Core/KeyPathIterable.swift	105
Sources/TensorFlow/Core/LazyTensorContext.swift	61
Sources/TensorFlow/Core/LazyTensorOperation.swift	1056
Sources/TensorFlow/Core/LazyTensorShapeInference.swift	109
Sources/TensorFlow/Core/LazyTensorTFFunctionBuilder.swift	262
Sources/TensorFlow/Core/LazyTensorTrace.swift	188
Sources/TensorFlow/Core/LazyTensorTraceCache.swift	126
Sources/TensorFlow/Core/MixedPrecision.swift	135
Sources/TensorFlow/Core/PointwiseMultiplicative.swift	87
Sources/TensorFlow/Core/PythonConversion.swift	104
Sources/TensorFlow/Core/Runtime.swift	402
Sources/TensorFlow/Core/ShapedArray.swift	636
Sources/TensorFlow/Core/StringTensor.swift	58
Sources/TensorFlow/Core/Tensor.swift	521
Sources/TensorFlow/Core/TensorGroup.swift	307
Sources/TensorFlow/Core/TensorHandle.swift	227
Sources/TensorFlow/Core/TensorShape.swift	126
Sources/TensorFlow/Core/Threading.swift	168
Sources/TensorFlow/Core/Utilities.swift	92
Sources/TensorFlow/Core/VectorProtocol.swift	88
Sources/TensorFlow/Epochs/Algorithms.swift	370
Sources/TensorFlow/Epochs/Backend.swift	26
Sources/TensorFlow/Epochs/Collatable.swift	31
Sources/TensorFlow/Epochs/NonuniformTrainingEpochs.swift	102
Sources/TensorFlow/Epochs/Sampling.swift	44
Sources/TensorFlow/Epochs/Slices.swift	35
Sources/TensorFlow/Epochs/TrainingEpochs.swift	38
Sources/TensorFlow/Exports.swift	3
Sources/TensorFlow/Freezable.swift	27
Sources/TensorFlow/Initializers.swift	371
Sources/TensorFlow/Layer.swift	221
Sources/TensorFlow/Layers/Convolutional.swift	627
Sources/TensorFlow/Layers/Core.swift	41
Sources/TensorFlow/Layers/Dense.swift	58
Sources/TensorFlow/Layers/Dropout.swift	105
Sources/TensorFlow/Layers/Embedding.swift	20
Sources/TensorFlow/Layers/Initialization.swift	65
Sources/TensorFlow/Layers/Morphological.swift	56
Sources/TensorFlow/Layers/Normalization.swift	285
Sources/TensorFlow/Layers/Pooling.swift	307
Sources/TensorFlow/Layers/Recurrent.swift	535
Sources/TensorFlow/Layers/Sequential.swift	387
Sources/TensorFlow/Layers/Upsampling.swift	78
Sources/TensorFlow/Loss.swift	201
Sources/TensorFlow/Operators/Basic.swift	1024
Sources/TensorFlow/Operators/Comparison.swift	100
Sources/TensorFlow/Operators/Dataset.swift	216
Sources/TensorFlow/Operators/Image.swift	478
Sources/TensorFlow/Operators/LinearAlgebra.swift	196
Sources/TensorFlow/Operators/Math.swift	1984
Sources/TensorFlow/Operators/NN.swift	765
Sources/TensorFlow/Optimizers/MomentumBased.swift	383
Sources/TensorFlow/Optimizers/Optimizer.swift	7
Sources/TensorFlow/Optimizers/SGD.swift	50
Sources/TensorFlow/StdlibExtensions.swift	146
Sources/TensorFlow/X10/APIs/CrossReplicaSum.swift	38
Sources/TensorFlow/X10/APIs/DeviceScope.swift	38
Sources/TensorFlow/X10/APIs/RawOpsManual.swift	1742
Sources/TensorFlow/X10/Device.swift	180
Sources/TensorFlow/X10/RawOpsXLAGenerated.swift	1128
Sources/TensorFlow/X10/XLAScalarType.swift	117
Sources/TensorFlow/X10/XLATensor.swift	424
Sources/x10/swift_bindings/Device.swift	180
Sources/x10/swift_bindings/RawOpsXLAGenerated.swift	1128
Sources/x10/swift_bindings/XLAScalarType.swift	117
Sources/x10/swift_bindings/XLATensor.swift	424
Sources/x10/swift_bindings/apis/CrossReplicaSum.swift	38
Sources/x10/swift_bindings/apis/DeviceScope.swift	38
Sources/x10/swift_bindings/apis/RawOpsManual.swift	1742
Sources/x10/swift_bindings/generate_ops.py	475
Sources/x10/swift_bindings/optimizers/Optimizer.swift	222
Sources/x10/swift_bindings/optimizers/Optimizers.swift	123
Sources/x10/swift_bindings/optimizers/TensorVisitorPlan.swift	348
Sources/x10/swift_bindings/training_loop.swift	242
Sources/x10/xla_client/async_task.h	76
Sources/x10/xla_client/cache.h	84
Sources/x10/xla_client/computation_client.cc	204
Sources/x10/xla_client/computation_client.h	195
Sources/x10/xla_client/debug_macros.h	27
Sources/x10/xla_client/device.cc	76
Sources/x10/xla_client/device.h	41
Sources/x10/xla_client/env_vars.cc	15
Sources/x10/xla_client/env_vars.h	17
Sources/x10/xla_client/fake_computation_client.cc	147
Sources/x10/xla_client/fake_computation_client.h	55
Sources/x10/xla_client/local_device.cc	462
Sources/x10/xla_client/local_device.h	14
Sources/x10/xla_client/mesh_service.cc	286
Sources/x10/xla_client/mesh_service.h	36
Sources/x10/xla_client/mesh_service.proto	55
Sources/x10/xla_client/metrics.cc	297
Sources/x10/xla_client/metrics.h	115
Sources/x10/xla_client/metrics_reader.cc	67
Sources/x10/xla_client/metrics_reader.h	9
Sources/x10/xla_client/multi_wait.cc	54
Sources/x10/xla_client/multi_wait.h	26
Sources/x10/xla_client/nccl_distributed.cc	52
Sources/x10/xla_client/nccl_distributed.h	11
Sources/x10/xla_client/sys_util.cc	51
Sources/x10/xla_client/sys_util.h	16
Sources/x10/xla_client/tf_logging.cc	13
Sources/x10/xla_client/tf_logging.h	54
Sources/x10/xla_client/thread_pool.cc	146
Sources/x10/xla_client/thread_pool.h	23
Sources/x10/xla_client/triggered_task.cc	62
Sources/x10/xla_client/triggered_task.h	32
Sources/x10/xla_client/types.h	37
Sources/x10/xla_client/unique.h	37
Sources/x10/xla_client/util.cc	66
Sources/x10/xla_client/util.h	276
Sources/x10/xla_client/xla_util.cc	85
Sources/x10/xla_client/xla_util.h	25
Sources/x10/xla_client/xrt_computation_client.cc	1922
Sources/x10/xla_client/xrt_computation_client.h	287
Sources/x10/xla_client/xrt_local_service.cc	53
Sources/x10/xla_client/xrt_local_service.h	18
Sources/x10/xla_client/xrt_session.cc	17
Sources/x10/xla_client/xrt_session.h	70
Sources/x10/xla_client/xrt_session_cache.cc	60
Sources/x10/xla_client/xrt_session_cache.h	64
Sources/x10/xla_tensor/aten_compat.cpp	21
Sources/x10/xla_tensor/aten_compat.h	1077
Sources/x10/xla_tensor/batch_norm.cpp	48
Sources/x10/xla_tensor/batch_norm.h	24
Sources/x10/xla_tensor/computation.cpp	10
Sources/x10/xla_tensor/computation.h	22
Sources/x10/xla_tensor/convert_ops.cpp	112
Sources/x10/xla_tensor/convert_ops.h	17
Sources/x10/xla_tensor/convolution.cpp	218
Sources/x10/xla_tensor/convolution.h	25
Sources/x10/xla_tensor/cross_replica_reduces.cpp	132
Sources/x10/xla_tensor/cross_replica_reduces.h	33
Sources/x10/xla_tensor/data_ops.cpp	467
Sources/x10/xla_tensor/data_ops.h	58
Sources/x10/xla_tensor/debug_util.cpp	120
Sources/x10/xla_tensor/debug_util.h	25
Sources/x10/xla_tensor/elementwise.cpp	188
Sources/x10/xla_tensor/elementwise.h	30
Sources/x10/xla_tensor/function_call_tracker.cpp	63
Sources/x10/xla_tensor/function_call_tracker.h	8
Sources/x10/xla_tensor/helpers.cpp	574
Sources/x10/xla_tensor/helpers.h	238
Sources/x10/xla_tensor/ir.cpp	178
Sources/x10/xla_tensor/ir.h	156
Sources/x10/xla_tensor/ir_dump_util.cpp	313
Sources/x10/xla_tensor/ir_dump_util.h	22
Sources/x10/xla_tensor/ir_util.cpp	99
Sources/x10/xla_tensor/ir_util.h	29
Sources/x10/xla_tensor/layout_manager.cpp	155
Sources/x10/xla_tensor/layout_manager.h	14
Sources/x10/xla_tensor/lowering_context.cpp	143
Sources/x10/xla_tensor/lowering_context.h	63
Sources/x10/xla_tensor/matrix.cpp	128
Sources/x10/xla_tensor/matrix.h	12
Sources/x10/xla_tensor/nll_loss.cpp	142
Sources/x10/xla_tensor/nll_loss.h	14
Sources/x10/xla_tensor/nms_op.cpp	209
Sources/x10/xla_tensor/nms_op.h	11
Sources/x10/xla_tensor/op_by_op_executor.cpp	191
Sources/x10/xla_tensor/op_by_op_executor.h	33
Sources/x10/xla_tensor/ops/all_reduce.cpp	69
Sources/x10/xla_tensor/ops/all_reduce.h	25
Sources/x10/xla_tensor/ops/annotate.cpp	26
Sources/x10/xla_tensor/ops/annotate.h	18
Sources/x10/xla_tensor/ops/cast.cpp	57
Sources/x10/xla_tensor/ops/cast.h	22
Sources/x10/xla_tensor/ops/constant.cpp	27
Sources/x10/xla_tensor/ops/constant.h	18
Sources/x10/xla_tensor/ops/device_data.cpp	28
Sources/x10/xla_tensor/ops/device_data.h	22
Sources/x10/xla_tensor/ops/expand.cpp	39
Sources/x10/xla_tensor/ops/expand.h	19
Sources/x10/xla_tensor/ops/generic.cpp	31
Sources/x10/xla_tensor/ops/generic.h	25
Sources/x10/xla_tensor/ops/infer_output_shape.cpp	21
Sources/x10/xla_tensor/ops/infer_output_shape.h	13
Sources/x10/xla_tensor/ops/max_pool_nd_backward.cpp	80
Sources/x10/xla_tensor/ops/max_pool_nd_backward.h	30
Sources/x10/xla_tensor/ops/ops.cpp	160
Sources/x10/xla_tensor/ops/ops.h	36
Sources/x10/xla_tensor/ops/replica_id.cpp	25
Sources/x10/xla_tensor/ops/replica_id.h	15
Sources/x10/xla_tensor/ops/scalar.cpp	94
Sources/x10/xla_tensor/ops/scalar.h	24
Sources/x10/xla_tensor/ops/tf_bit_generator.cpp	18
Sources/x10/xla_tensor/ops/tf_bit_generator.h	15
Sources/x10/xla_tensor/ops/tf_create_conv_attrs.cpp	25
Sources/x10/xla_tensor/ops/tf_create_conv_attrs.h	13
Sources/x10/xla_tensor/ops/tf_stateless_random_normal.cpp	52
Sources/x10/xla_tensor/ops/tf_stateless_random_normal.h	21
Sources/x10/xla_tensor/ops/token.cpp	19
Sources/x10/xla_tensor/ops/token.h	14
Sources/x10/xla_tensor/ops/view.cpp	43
Sources/x10/xla_tensor/ops/view.h	18
Sources/x10/xla_tensor/ops/xla_avg_pool.cpp	66
Sources/x10/xla_tensor/ops/xla_avg_pool.h	34
Sources/x10/xla_tensor/ops/xla_avg_pool_grad.cpp	74
Sources/x10/xla_tensor/ops/xla_avg_pool_grad.h	41
Sources/x10/xla_tensor/ops/xla_max_pool.cpp	62
Sources/x10/xla_tensor/ops/xla_max_pool.h	28
Sources/x10/xla_tensor/ops/xla_max_pool_grad.cpp	76
Sources/x10/xla_tensor/ops/xla_max_pool_grad.h	25
Sources/x10/xla_tensor/ops/xla_ops.cpp	29
Sources/x10/xla_tensor/ops/xla_ops.h	37
Sources/x10/xla_tensor/ops/xla_pad.cpp	59
Sources/x10/xla_tensor/ops/xla_pad.h	21
Sources/x10/xla_tensor/ops/xla_slice.cpp	55
Sources/x10/xla_tensor/ops/xla_slice.h	30
Sources/x10/xla_tensor/pooling.cpp	536
Sources/x10/xla_tensor/pooling.h	48
Sources/x10/xla_tensor/random.cpp	161
Sources/x10/xla_tensor/random.h	8
Sources/x10/xla_tensor/reduction.cpp	426
Sources/x10/xla_tensor/reduction.h	53
Sources/x10/xla_tensor/resize_ops.cpp	87
Sources/x10/xla_tensor/resize_ops.h	18
Sources/x10/xla_tensor/segment_reduction_ops.cpp	24
Sources/x10/xla_tensor/segment_reduction_ops.h	10
Sources/x10/xla_tensor/shape_builder.cpp	40
Sources/x10/xla_tensor/shape_builder.h	23
Sources/x10/xla_tensor/softmax_builder.cpp	82
Sources/x10/xla_tensor/softmax_builder.h	10
Sources/x10/xla_tensor/strided_slice_helpers.cpp	53
Sources/x10/xla_tensor/strided_slice_helpers.h	21
Sources/x10/xla_tensor/swift_backtrace.cpp	57
Sources/x10/xla_tensor/swift_backtrace.h	12
Sources/x10/xla_tensor/tensor.cpp	1278
Sources/x10/xla_tensor/tensor.h	320
Sources/x10/xla_tensor/tensor_methods.cpp	266
Sources/x10/xla_tensor/tensor_util.cpp	764
Sources/x10/xla_tensor/tensor_util.h	43
Sources/x10/xla_tensor/tf_exported_symbols.lds	12
Sources/x10/xla_tensor/tf_version_script.lds	34
Sources/x10/xla_tensor/token_handler.cpp	39
Sources/x10/xla_tensor/token_handler.h	12
Sources/x10/xla_tensor/version.h	3
Sources/x10/xla_tensor/xla_lower_util.cpp	660
Sources/x10/xla_tensor/xla_lower_util.h	55
Utilities/ReferenceImplementations/bidirectional_gru.py	179
Utilities/ReferenceImplementations/bidirectional_lstm.py	110
Utilities/ReferenceImplementations/bidirectional_rnn.py	92
Utilities/ReferenceImplementations/gru.py	103
Utilities/ReferenceImplementations/lstm.py	56
Utilities/ReferenceImplementations/optimizers.py	24
Utilities/ReferenceImplementations/rnn.py	56
Utilities/benchmark_compile.py	59
cmake/modules/CheckSwiftSourceCompiles.cmake	124
cmake/modules/FindX10.cmake	27
cmake/modules/SwiftSupport.cmake	86