Path	Lines of Code
e2e/benchmarks/SpecRunner.html	21
e2e/benchmarks/benchmark_util.js	355
e2e/benchmarks/benchmark_util_test.js	339
e2e/benchmarks/browserstack-benchmark/SpecRunner.html	18
e2e/benchmarks/browserstack-benchmark/app.js	291
e2e/benchmarks/browserstack-benchmark/app_node_test.js	208
e2e/benchmarks/browserstack-benchmark/app_test.js	48
e2e/benchmarks/browserstack-benchmark/benchmark_models.js	70
e2e/benchmarks/browserstack-benchmark/cloudbuild.yml	28
e2e/benchmarks/browserstack-benchmark/firestore.js	65
e2e/benchmarks/browserstack-benchmark/index.html	14
e2e/benchmarks/browserstack-benchmark/index.js	462
e2e/benchmarks/browserstack-benchmark/index_test.js	104
e2e/benchmarks/browserstack-benchmark/karma.conf.js	79
e2e/benchmarks/browserstack-benchmark/main.css	34
e2e/benchmarks/local-benchmark/SpecRunner.html	23
e2e/benchmarks/local-benchmark/index.html	897
e2e/benchmarks/local-benchmark/index.js	159
e2e/benchmarks/local-benchmark/index_test.js	184
e2e/benchmarks/local-benchmark/main.css	118
e2e/benchmarks/local-benchmark/util.js	146
e2e/benchmarks/model_config.js	497
e2e/cloudbuild.yml	32
e2e/custom_module/blazeface/app.js	62
e2e/custom_module/blazeface/custom_tfjs_blazeface/custom_ops_for_converter.js	15
e2e/custom_module/blazeface/custom_tfjs_blazeface/custom_tfjs.js	45
e2e/custom_module/blazeface/custom_tfjs_blazeface/custom_tfjs_core.js	3
e2e/custom_module/blazeface/rollup.config.js	68
e2e/custom_module/blazeface/test_data.js	3279
e2e/custom_module/blazeface/webpack.config.js	52
e2e/custom_module/dense_model/app.js	33
e2e/custom_module/dense_model/custom_tfjs/custom_ops_for_converter.js	4
e2e/custom_module/dense_model/custom_tfjs/custom_tfjs.js	11
e2e/custom_module/dense_model/custom_tfjs/custom_tfjs_core.js	3
e2e/custom_module/dense_model/rollup.config.js	67
e2e/custom_module/dense_model/webpack.config.js	52
e2e/custom_module/universal_sentence_encoder/app.js	39
e2e/custom_module/universal_sentence_encoder/custom_tfjs/custom_ops_for_converter.js	38
e2e/custom_module/universal_sentence_encoder/custom_tfjs/custom_tfjs.js	75
e2e/custom_module/universal_sentence_encoder/custom_tfjs/custom_tfjs_core.js	3
e2e/custom_module/universal_sentence_encoder/rollup.config.js	67
e2e/custom_module/universal_sentence_encoder/webpack.config.js	52
e2e/integration_tests/backends_test.ts	103
e2e/integration_tests/constants.ts	18
e2e/integration_tests/convert_predict.py	339
e2e/integration_tests/convert_predict.ts	95
e2e/integration_tests/cpu_forwarding_test.ts	198
e2e/integration_tests/create_save_predict.js	165
e2e/integration_tests/create_save_predict.py	60
e2e/integration_tests/create_save_predict.ts	49
e2e/integration_tests/custom_bundle_test.ts	150
e2e/integration_tests/grad_layers_test.ts	25
e2e/integration_tests/load_predict_test.ts	56
e2e/integration_tests/memory_leak_test.ts	67
e2e/integration_tests/metadata.py	67
e2e/integration_tests/metadata.ts	11
e2e/integration_tests/setup_test.ts	64
e2e/integration_tests/test_util.ts	20
e2e/karma.conf.js	153
e2e/script_tag_tests/tfjs-core-cpu/core_test.js	49
e2e/script_tag_tests/tfjs-core-cpu/karma.conf.js	100
e2e/script_tag_tests/tfjs/karma.conf.js	92
e2e/script_tag_tests/tfjs/symbols_and_basic_api_test.js	91
e2e/scripts/build-deps-ci.sh	11
e2e/scripts/cleanup-py-env.sh	1
e2e/scripts/create_save_predict.sh	5
e2e/scripts/deploy-benchmarks.sh	21
e2e/scripts/local-registry.sh	17
e2e/scripts/publish-tfjs-ci.sh	49
e2e/scripts/release-e2e.sh	29
e2e/scripts/run-custom-builds.sh	32
e2e/scripts/setup-py-env.sh	35
e2e/scripts/test-ci.sh	35
e2e/scripts/test.sh	29
e2e/scripts/update-dependency.ts	34
e2e/scripts/verdaccio.yaml	22
e2e/webpack_test/app.js	4
e2e/webpack_test/webpack.config.js	10
scripts/generate_cloudbuild_test.js	18
scripts/release_notes/release_notes_test.ts	175
scripts/release_notes/run_tests.ts	21
scripts/run_bazel_ci_tests.sh	7
scripts/run_flaky_test.js	22
tfjs-automl/karma.conf.js	94
tfjs-automl/src/img_classification_test.ts	91
tfjs-automl/src/index_test.ts	7
tfjs-automl/src/object_detection_test.ts	104
tfjs-automl/src/test_browser.ts	31
tfjs-automl/src/test_node.ts	11
tfjs-automl/src/test_util.ts	16
tfjs-automl/src/util_test.ts	38
tfjs-backend-cpu/src/backend_cpu_test.ts	99
tfjs-backend-cpu/src/kernels/Complex_test.ts	168
tfjs-backend-cpu/src/kernels/Reshape_test.ts	39
tfjs-backend-cpu/src/kernels/STFT_test.ts	19
tfjs-backend-cpu/src/run_tests.ts	23
tfjs-backend-nodegl/src/run_tests.ts	40
tfjs-backend-wasm/karma.conf.js	140
tfjs-backend-wasm/src/cc/backend_test.cc	71
tfjs-backend-wasm/src/cc/kernels/AvgPool_test.cc	48
tfjs-backend-wasm/src/cc/kernels/BatchMatMul_test.cc	53
tfjs-backend-wasm/src/cc/kernels/ClipByValue_test.cc	33
tfjs-backend-wasm/src/cc/kernels/Conv2D_test.cc	149
tfjs-backend-wasm/src/cc/kernels/DepthwiseConv2dNative_test.cc	94
tfjs-backend-wasm/src/cc/kernels/FusedConv2D_test.cc	135
tfjs-backend-wasm/src/cc/kernels/FusedDepthwiseConv2D_test.cc	149
tfjs-backend-wasm/src/cc/kernels/MaxPool_test.cc	52
tfjs-backend-wasm/src/cc/kernels/PadV2_test.cc	44
tfjs-backend-wasm/src/cc/kernels/Prelu_test.cc	40
tfjs-backend-wasm/src/cc/kernels/ResizeBilinear_test.cc	56
tfjs-backend-wasm/src/cc/kernels/Sigmoid_test.cc	28
tfjs-backend-wasm/src/cc/kernels/Softmax_test.cc	28
tfjs-backend-wasm/src/cc/kernels/_FusedMatMul_test.cc	82
tfjs-backend-wasm/src/cc/util_test.cc	104
tfjs-backend-wasm/src/index_test.ts	180
tfjs-backend-wasm/src/setup_test.ts	350
tfjs-backend-wasm/src/test_node.ts	14
tfjs-backend-wasm/src/version_test.ts	15
tfjs-backend-webgl/src/backend_webgl_test.ts	784
tfjs-backend-webgl/src/canvas_util_test.ts	34
tfjs-backend-webgl/src/flags_webgl_test.ts	341
tfjs-backend-webgl/src/gpgpu_context_test.ts	223
tfjs-backend-webgl/src/gpgpu_util_test.ts	103
tfjs-backend-webgl/src/kernels/ArgMax_test.ts	11
tfjs-backend-webgl/src/kernels/ArgMin_test.ts	11
tfjs-backend-webgl/src/kernels/Complex_test.ts	218
tfjs-backend-webgl/src/kernels/Conv2D_test.ts	62
tfjs-backend-webgl/src/kernels/Max_test.ts	16
tfjs-backend-webgl/src/kernels/Mean_test.ts	19
tfjs-backend-webgl/src/kernels/Reshape_test.ts	65
tfjs-backend-webgl/src/kernels/STFT_test.ts	19
tfjs-backend-webgl/src/kernels/TopK_test.ts	31
tfjs-backend-webgl/src/reshape_packed_test.ts	66
tfjs-backend-webgl/src/setup_test.ts	30
tfjs-backend-webgl/src/shader_compiler_util_test.ts	30
tfjs-backend-webgl/src/tex_util_test.ts	67
tfjs-backend-webgl/src/webgl_batchnorm_test.ts	55
tfjs-backend-webgl/src/webgl_custom_op_test.ts	84
tfjs-backend-webgl/src/webgl_ops_test.ts	684
tfjs-backend-webgl/src/webgl_topixels_test.ts	20
tfjs-backend-webgl/src/webgl_util_test.ts	135
tfjs-backend-webgpu/karma.conf.js	56
tfjs-backend-webgpu/src/backend_webgpu_test.ts	176
tfjs-backend-webgpu/src/benchmark_ops_test.ts	167
tfjs-backend-webgpu/src/kernels/conv2d_webgpu_test.ts	620
tfjs-backend-webgpu/src/kernels/pool_webgpu_test.ts	18
tfjs-backend-webgpu/src/kernels/precision_webgpu_test.ts	28
tfjs-backend-webgpu/src/matmul_test.ts	959
tfjs-backend-webgpu/src/setup_test.ts	336
tfjs-backend-webgpu/src/shader_util_test.ts	18
tfjs-backend-webgpu/src/test_util.ts	4
tfjs-backend-webgpu/src/webgpu_util_test.ts	23
tfjs-converter/python/tensorflowjs/converters/converter_binary_test.sh	33
tfjs-converter/python/tensorflowjs/converters/converter_test.py	561
tfjs-converter/python/tensorflowjs/converters/fold_batch_norms_test.py	233
tfjs-converter/python/tensorflowjs/converters/fuse_depthwise_conv2d_test.py	100
tfjs-converter/python/tensorflowjs/converters/fuse_prelu_test.py	185
tfjs-converter/python/tensorflowjs/converters/keras_tfjs_loader_test.py	329
tfjs-converter/python/tensorflowjs/converters/tf_saved_model_conversion_v2_test.py	831
tfjs-converter/python/tensorflowjs/converters/wizard_test.py	210
tfjs-converter/python/tensorflowjs/quantization_test.py	185
tfjs-converter/python/tensorflowjs/read_weights_test.py	306
tfjs-converter/python/tensorflowjs/resource_loader_test.py	25
tfjs-converter/python/tensorflowjs/write_weights_test.py	647
tfjs-converter/python/test_nightly_pip_package.py	74
tfjs-converter/python/test_pip_package.py	741
tfjs-converter/scripts/test_snippets.ts	11
tfjs-converter/src/executor/execution_context_test.ts	69
tfjs-converter/src/executor/graph_executor_test.ts	579
tfjs-converter/src/executor/graph_model_test.ts	893
tfjs-converter/src/executor/model_analysis_test.ts	103
tfjs-converter/src/executor/tensor_array_test.ts	238
tfjs-converter/src/executor/tensor_list_test.ts	289
tfjs-converter/src/metadata_test.ts	75
tfjs-converter/src/operations/custom_op/node_value_impl_test.ts	94
tfjs-converter/src/operations/custom_op/register_test.ts	25
tfjs-converter/src/operations/executors/arithmetic_executor_test.ts	59
tfjs-converter/src/operations/executors/basic_math_executor_test.ts	199
tfjs-converter/src/operations/executors/control_executor_test.ts	885
tfjs-converter/src/operations/executors/convolution_executor_test.ts	609
tfjs-converter/src/operations/executors/creation_executor_test.ts	240
tfjs-converter/src/operations/executors/dynamic_executor_test.ts	214
tfjs-converter/src/operations/executors/evaluation_executor_test.ts	57
tfjs-converter/src/operations/executors/graph_executor_test.ts	170
tfjs-converter/src/operations/executors/hash_table_executor_test.ts	490
tfjs-converter/src/operations/executors/image_executor_test.ts	102
tfjs-converter/src/operations/executors/logical_executor_test.ts	68
tfjs-converter/src/operations/executors/matrices_executor_test.ts	155
tfjs-converter/src/operations/executors/normalization_executor_test.ts	156
tfjs-converter/src/operations/executors/reduction_executor_test.ts	114
tfjs-converter/src/operations/executors/slice_join_executor_test.ts	391
tfjs-converter/src/operations/executors/sparse_executor_test.ts	160
tfjs-converter/src/operations/executors/spectral_executor_test.ts	73
tfjs-converter/src/operations/executors/string_executor_test.ts	117
tfjs-converter/src/operations/executors/test_helper.ts	66
tfjs-converter/src/operations/executors/transformation_executor_test.ts	163
tfjs-converter/src/operations/operation_executor_test.ts	109
tfjs-converter/src/operations/operation_mapper_test.ts	512
tfjs-converter/src/run_tests.ts	13
tfjs-converter/src/version_test.ts	14
tfjs-core/karma.conf.js	135
tfjs-core/scripts/test_snippets/test_snippets.ts	22
tfjs-core/scripts/test_snippets/util.ts	126
tfjs-core/src/backends/backend_test.ts	14
tfjs-core/src/backends/complex_util_test.ts	51
tfjs-core/src/backends/non_max_suppression_util_test.ts	138
tfjs-core/src/browser_util_test.ts	22
tfjs-core/src/buffer_test.ts	71
tfjs-core/src/debug_mode_test.ts	80
tfjs-core/src/device_util_test.ts	11
tfjs-core/src/engine_test.ts	556
tfjs-core/src/environment_test.ts	102
tfjs-core/src/flags_test.ts	84
tfjs-core/src/globals_test.ts	221
tfjs-core/src/gradients_test.ts	277
tfjs-core/src/hash_util_test.ts	116
tfjs-core/src/io/browser_files_test.ts	579
tfjs-core/src/io/http_test.ts	812
tfjs-core/src/io/indexed_db_test.ts	228
tfjs-core/src/io/io_utils_test.ts	638
tfjs-core/src/io/local_storage_test.ts	327
tfjs-core/src/io/model_management_test.ts	397
tfjs-core/src/io/passthrough_test.ts	139
tfjs-core/src/io/progress_test.ts	63
tfjs-core/src/io/router_registry_test.ts	106
tfjs-core/src/io/weights_loader_test.ts	430
tfjs-core/src/jasmine_util_test.ts	100
tfjs-core/src/kernel_registry_test.ts	324
tfjs-core/src/ops/abs_test.ts	133
tfjs-core/src/ops/acos_test.ts	85
tfjs-core/src/ops/acosh_test.ts	105
tfjs-core/src/ops/add_n_test.ts	60
tfjs-core/src/ops/add_test.ts	242
tfjs-core/src/ops/all_test.ts	74
tfjs-core/src/ops/any_test.ts	73
tfjs-core/src/ops/arg_max_test.ts	137
tfjs-core/src/ops/arg_min_test.ts	114
tfjs-core/src/ops/arithmetic_test.ts	731
tfjs-core/src/ops/asin_test.ts	81
tfjs-core/src/ops/asinh_test.ts	97
tfjs-core/src/ops/atan_test.ts	90
tfjs-core/src/ops/atanh_test.ts	98
tfjs-core/src/ops/avg_pool_3d_test.ts	243
tfjs-core/src/ops/avg_pool_test.ts	181
tfjs-core/src/ops/axis_util_test.ts	164
tfjs-core/src/ops/basic_lstm_cell_test.ts	134
tfjs-core/src/ops/batch_to_space_nd_test.ts	169
tfjs-core/src/ops/batchnorm_test.ts	779
tfjs-core/src/ops/binary_ops_test.ts	994
tfjs-core/src/ops/bincount_test.ts	64
tfjs-core/src/ops/boolean_mask_test.ts	85
tfjs-core/src/ops/broadcast_args_test.ts	45
tfjs-core/src/ops/broadcast_to_test.ts	42
tfjs-core/src/ops/broadcast_util_test.ts	127
tfjs-core/src/ops/ceil_test.ts	63
tfjs-core/src/ops/clip_by_value_test.ts	115
tfjs-core/src/ops/clone_test.ts	248
tfjs-core/src/ops/complex_ops_test.ts	34
tfjs-core/src/ops/concat_test.ts	494
tfjs-core/src/ops/concat_util_test.ts	52
tfjs-core/src/ops/confusion_matrix_test.ts	100
tfjs-core/src/ops/conv1d_test.ts	330
tfjs-core/src/ops/conv2d_separable_test.ts	440
tfjs-core/src/ops/conv2d_test.ts	660
tfjs-core/src/ops/conv2d_transpose_test.ts	464
tfjs-core/src/ops/conv3d_test.ts	401
tfjs-core/src/ops/conv3d_transpose_test.ts	40
tfjs-core/src/ops/conv_util_test.ts	898
tfjs-core/src/ops/cos_test.ts	85
tfjs-core/src/ops/cosh_test.ts	85
tfjs-core/src/ops/cumsum_test.ts	98
tfjs-core/src/ops/dense_bincount_test.ts	95
tfjs-core/src/ops/depth_to_space_test.ts	61
tfjs-core/src/ops/depthwise_conv2d_test.ts	925
tfjs-core/src/ops/diag_test.ts	87
tfjs-core/src/ops/dilation2d_test.ts	201
tfjs-core/src/ops/dropout_test.ts	144
tfjs-core/src/ops/dropout_util_test.ts	34
tfjs-core/src/ops/einsum_test.ts	219
tfjs-core/src/ops/elu_test.ts	50
tfjs-core/src/ops/equal_test.ts	246
tfjs-core/src/ops/erf_test.ts	105
tfjs-core/src/ops/exp_test.ts	74
tfjs-core/src/ops/expand_dims_test.ts	126
tfjs-core/src/ops/expm1_test.ts	67
tfjs-core/src/ops/eye_test.ts	66
tfjs-core/src/ops/fill_test.ts	56
tfjs-core/src/ops/floor_test.ts	63
tfjs-core/src/ops/floordiv_test.ts	19
tfjs-core/src/ops/from_pixels_worker_test.ts	60
tfjs-core/src/ops/fused/fused_conv2d_test.ts	1301
tfjs-core/src/ops/fused/fused_depthwise_conv2d_test.ts	376
tfjs-core/src/ops/fused/fused_mat_mul_test.ts	294
tfjs-core/src/ops/gather_nd_test.ts	116
tfjs-core/src/ops/gather_test.ts	441
tfjs-core/src/ops/greater_equal_test.ts	285
tfjs-core/src/ops/greater_test.ts	286
tfjs-core/src/ops/ifft_test.ts	82
tfjs-core/src/ops/image/crop_and_resize_test.ts	260
tfjs-core/src/ops/image/flip_left_right_test.ts	89
tfjs-core/src/ops/image/grayscale_to_rgb_test.ts	48
tfjs-core/src/ops/image/non_max_suppression_async_test.ts	78
tfjs-core/src/ops/image/non_max_suppression_test.ts	264
tfjs-core/src/ops/image/resize_bilinear_test.ts	800
tfjs-core/src/ops/image/resize_nearest_neighbor_test.ts	594
tfjs-core/src/ops/image/rotate_with_offset_test.ts	124
tfjs-core/src/ops/image/threshold_test.ts	152
tfjs-core/src/ops/image/transform_test.ts	92
tfjs-core/src/ops/in_top_k_test.ts	111
tfjs-core/src/ops/is_finite_test.ts	47
tfjs-core/src/ops/is_inf_test.ts	47
tfjs-core/src/ops/is_nan_test.ts	47
tfjs-core/src/ops/leaky_relu_test.ts	81
tfjs-core/src/ops/less_equal_test.ts	278
tfjs-core/src/ops/less_test.ts	277
tfjs-core/src/ops/linalg/band_part_test.ts	143
tfjs-core/src/ops/linalg/gram_schmidt_test.ts	59
tfjs-core/src/ops/linalg/qr_test.ts	111
tfjs-core/src/ops/linspace_test.ts	41
tfjs-core/src/ops/local_response_normalization_test.ts	919
tfjs-core/src/ops/log1p_test.ts	61
tfjs-core/src/ops/log_sigmoid_test.ts	110
tfjs-core/src/ops/log_softmax_test.ts	54
tfjs-core/src/ops/log_sum_exp_test.ts	98
tfjs-core/src/ops/log_test.ts	77
tfjs-core/src/ops/logical_and_test.ts	95
tfjs-core/src/ops/logical_not_test.ts	60
tfjs-core/src/ops/logical_or_test.ts	95
tfjs-core/src/ops/logical_xor_test.ts	95
tfjs-core/src/ops/losses/absolute_difference_test.ts	166
tfjs-core/src/ops/losses/compute_weighted_loss_test.ts	160
tfjs-core/src/ops/losses/cosine_distance_test.ts	127
tfjs-core/src/ops/losses/hinge_loss_test.ts	125
tfjs-core/src/ops/losses/huber_loss_test.ts	133
tfjs-core/src/ops/losses/log_loss_test.ts	133
tfjs-core/src/ops/losses/mean_squared_error_test.ts	172
tfjs-core/src/ops/losses/sigmoid_cross_entropy_test.ts	128
tfjs-core/src/ops/losses/softmax_cross_entropy_test.ts	134
tfjs-core/src/ops/mat_mul_test.ts	1096
tfjs-core/src/ops/max_pool_3d_test.ts	311
tfjs-core/src/ops/max_pool_test.ts	311
tfjs-core/src/ops/max_pool_with_argmax_test.ts	114
tfjs-core/src/ops/max_test.ts	219
tfjs-core/src/ops/mean_test.ts	121
tfjs-core/src/ops/meshgrid_test.ts	79
tfjs-core/src/ops/min_test.ts	200
tfjs-core/src/ops/mirror_pad_test.ts	120
tfjs-core/src/ops/moments_test.ts	105
tfjs-core/src/ops/moving_average_test.ts	76
tfjs-core/src/ops/multi_rnn_cell_test.ts	110
tfjs-core/src/ops/multinomial_test.ts	92
tfjs-core/src/ops/neg_test.ts	69
tfjs-core/src/ops/norm_test.ts	214
tfjs-core/src/ops/not_equal_test.ts	253
tfjs-core/src/ops/one_hot_test.ts	119
tfjs-core/src/ops/ones_like_test.ts	256
tfjs-core/src/ops/ones_test.ts	101
tfjs-core/src/ops/operation_test.ts	21
tfjs-core/src/ops/pad_test.ts	199
tfjs-core/src/ops/pool_test.ts	374
tfjs-core/src/ops/prod_test.ts	84
tfjs-core/src/ops/rand_test.ts	229
tfjs-core/src/ops/random_gamma_test.ts	82
tfjs-core/src/ops/random_normal_test.ts	99
tfjs-core/src/ops/random_uniform_test.ts	110
tfjs-core/src/ops/range_test.ts	107
tfjs-core/src/ops/reciprocal_test.ts	71
tfjs-core/src/ops/relu6_test.ts	34
tfjs-core/src/ops/relu_test.ts	98
tfjs-core/src/ops/reverse_1d_test.ts	38
tfjs-core/src/ops/reverse_2d_test.ts	70
tfjs-core/src/ops/reverse_3d_test.ts	83
tfjs-core/src/ops/reverse_4d_test.ts	97
tfjs-core/src/ops/reverse_test.ts	39
tfjs-core/src/ops/round_test.ts	68
tfjs-core/src/ops/rsqrt_test.ts	73
tfjs-core/src/ops/scatter_nd_test.ts	122
tfjs-core/src/ops/selu_test.ts	98
tfjs-core/src/ops/setdiff1d_async_test.ts	82
tfjs-core/src/ops/sigmoid_test.ts	76
tfjs-core/src/ops/sign_test.ts	59
tfjs-core/src/ops/signal/frame_test.ts	97
tfjs-core/src/ops/signal/hamming_window_test.ts	27
tfjs-core/src/ops/signal/hann_window_test.ts	26
tfjs-core/src/ops/signal/stft_test.ts	163
tfjs-core/src/ops/sin_test.ts	79
tfjs-core/src/ops/sinh_test.ts	81
tfjs-core/src/ops/slice1d_test.ts	44
tfjs-core/src/ops/slice2d_test.ts	179
tfjs-core/src/ops/slice3d_test.ts	29
tfjs-core/src/ops/slice4d_test.ts	33
tfjs-core/src/ops/slice_test.ts	216
tfjs-core/src/ops/slice_util_test.ts	46
tfjs-core/src/ops/softmax_test.ts	104
tfjs-core/src/ops/softplus_test.ts	107
tfjs-core/src/ops/space_to_batch_nd_test.ts	219
tfjs-core/src/ops/sparse/sparse_fill_empty_rows_test.ts	167
tfjs-core/src/ops/sparse/sparse_reshape_test.ts	154
tfjs-core/src/ops/sparse/sparse_segment_mean_test.ts	148
tfjs-core/src/ops/sparse/sparse_segment_sum_test.ts	135
tfjs-core/src/ops/sparse_to_dense_test.ts	115
tfjs-core/src/ops/spectral/fft_test.ts	78
tfjs-core/src/ops/spectral/irfft_test.ts	99
tfjs-core/src/ops/spectral/rfft_test.ts	83
tfjs-core/src/ops/split_test.ts	134
tfjs-core/src/ops/sqrt_test.ts	75
tfjs-core/src/ops/square_test.ts	109
tfjs-core/src/ops/stack_test.ts	101
tfjs-core/src/ops/step_test.ts	76
tfjs-core/src/ops/strided_slice_test.ts	412
tfjs-core/src/ops/string/string_n_grams_test.ts	313
tfjs-core/src/ops/string/string_split_test.ts	81
tfjs-core/src/ops/string/string_to_hash_bucket_fast_test.ts	32
tfjs-core/src/ops/sub_test.ts	248
tfjs-core/src/ops/sum_test.ts	124
tfjs-core/src/ops/tan_test.ts	86
tfjs-core/src/ops/tanh_test.ts	90
tfjs-core/src/ops/tile_test.ts	210
tfjs-core/src/ops/to_pixels_test.ts	123
tfjs-core/src/ops/topk_test.ts	234
tfjs-core/src/ops/transpose_test.ts	190
tfjs-core/src/ops/truncated_normal_test.ts	87
tfjs-core/src/ops/unique_test.ts	125
tfjs-core/src/ops/unsorted_segment_sum_test.ts	125
tfjs-core/src/ops/unstack_test.ts	236
tfjs-core/src/ops/where_async_test.ts	57
tfjs-core/src/ops/where_test.ts	290
tfjs-core/src/ops/zeros_like_test.ts	202
tfjs-core/src/ops/zeros_test.ts	101
tfjs-core/src/optimizers/adadelta_optimizer_test.ts	51
tfjs-core/src/optimizers/adagrad_optimizer_test.ts	50
tfjs-core/src/optimizers/adam_optimizer_test.ts	60
tfjs-core/src/optimizers/adamax_optimizer_test.ts	35
tfjs-core/src/optimizers/momentum_optimizer_test.ts	69
tfjs-core/src/optimizers/optimizer_test.ts	141
tfjs-core/src/optimizers/rmsprop_optimizer_test.ts	109
tfjs-core/src/optimizers/sgd_optimizer_test.ts	57
tfjs-core/src/platforms/platform_browser_test.ts	61
tfjs-core/src/platforms/platform_node_test.ts	40
tfjs-core/src/profiler_test.ts	197
tfjs-core/src/public/chained_ops/register_all_chained_ops_test.ts	149
tfjs-core/src/serialization_test.ts	62
tfjs-core/src/setup_test.ts	9
tfjs-core/src/tape_test.ts	335
tfjs-core/src/tensor_test.ts	1962
tfjs-core/src/tensor_util_test.ts	176
tfjs-core/src/test_async_backends.ts	82
tfjs-core/src/test_node.ts	26
tfjs-core/src/test_util.ts	144
tfjs-core/src/test_util_test.ts	107
tfjs-core/src/types_test.ts	28
tfjs-core/src/util_test.ts	539
tfjs-core/src/variable_test.ts	158
tfjs-core/src/worker_node_test.ts	24
tfjs-core/src/worker_test.ts	26
tfjs-data/karma.conf.js	44
tfjs-data/scripts/test_snippets.ts	13
tfjs-data/src/dataset_test.ts	787
tfjs-data/src/datasets/csv_dataset_test.ts	454
tfjs-data/src/datasets/text_line_dataset_test.ts	36
tfjs-data/src/iterators/byte_chunk_iterator_test.ts	21
tfjs-data/src/iterators/chained_iterator_test.ts	33
tfjs-data/src/iterators/file_chunk_iterator_test.ts	45
tfjs-data/src/iterators/lazy_iterator_test.ts	386
tfjs-data/src/iterators/microphone_iterator_test.ts	195
tfjs-data/src/iterators/prefetch_iterator_test.ts	43
tfjs-data/src/iterators/shuffle_iterator_test.ts	72
tfjs-data/src/iterators/string_iterator_test.ts	41
tfjs-data/src/iterators/url_chunk_iterator_test.ts	38
tfjs-data/src/iterators/webcam_iterator_test.ts	187
tfjs-data/src/readers_test.ts	169
tfjs-data/src/setup_tests.ts	5
tfjs-data/src/statistics_test.ts	62
tfjs-data/src/test_node.ts	11
tfjs-data/src/util/deep_map_test.ts	239
tfjs-data/src/util/ring_buffer_test.ts	111
tfjs-data/src/util/source_util_test.ts	19
tfjs-inference/python/inference_test.py	64
tfjs-inference/src/file_handler_test.ts	159
tfjs-inference/src/test_node.ts	13
tfjs-layers/karma.conf.js	72
tfjs-layers/scripts/test_snippets.ts	11
tfjs-layers/src/activations_test.ts	326
tfjs-layers/src/backend/state_test.ts	14
tfjs-layers/src/backend/tfjs_backend_test.ts	781
tfjs-layers/src/base_callbacks_test.ts	318
tfjs-layers/src/callbacks_test.ts	234
tfjs-layers/src/common_test.ts	135
tfjs-layers/src/constraints_test.ts	117
tfjs-layers/src/engine/container_test.ts	548
tfjs-layers/src/engine/dataset_fakes_test.ts	101
tfjs-layers/src/engine/executor_test.ts	204
tfjs-layers/src/engine/input_layer_test.ts	194
tfjs-layers/src/engine/topology_test.ts	990
tfjs-layers/src/engine/training_dataset_test.ts	2517
tfjs-layers/src/engine/training_test.ts	2364
tfjs-layers/src/engine/training_utils_test.ts	121
tfjs-layers/src/engine/training_weighted_test.ts	539
tfjs-layers/src/errors_test.ts	11
tfjs-layers/src/layers/advanced_activation_test.ts	174
tfjs-layers/src/layers/convolutional_depthwise_test.ts	206
tfjs-layers/src/layers/convolutional_recurrent_test.ts	570
tfjs-layers/src/layers/convolutional_test.ts	1497
tfjs-layers/src/layers/core_test.ts	732
tfjs-layers/src/layers/embeddings_test.ts	128
tfjs-layers/src/layers/merge_test.ts	752
tfjs-layers/src/layers/noise_test.ts	162
tfjs-layers/src/layers/padding_test.ts	190
tfjs-layers/src/layers/pooling_test.ts	840
tfjs-layers/src/layers/recurrent_test.ts	2308
tfjs-layers/src/layers/serialization_test.ts	19
tfjs-layers/src/layers/wrappers_test.ts	550
tfjs-layers/src/losses_test.ts	334
tfjs-layers/src/metrics_test.ts	286
tfjs-layers/src/model_save_test.ts	457
tfjs-layers/src/model_summary_test.ts	296
tfjs-layers/src/optimizers_test.ts	57
tfjs-layers/src/regularizers_test.ts	79
tfjs-layers/src/setup_tests.ts	24
tfjs-layers/src/types_test.ts	31
tfjs-layers/src/user_defined_metadata_test.ts	165
tfjs-layers/src/utils/generic_utils_test.ts	307
tfjs-layers/src/utils/math_utils_test.ts	105
tfjs-layers/src/utils/serialization_utils_test.ts	123
tfjs-layers/src/utils/test_utils.ts	100
tfjs-layers/src/utils/types_utils_test.ts	47
tfjs-layers/src/utils/variable_utils_test.ts	28
tfjs-layers/src/variables_test.ts	386
tfjs-layers/src/version_test.ts	15
tfjs-node-gpu/test_objects/saved_model/int64_multiply/saved_model.pb	519
tfjs-node-gpu/test_objects/saved_model/model_multi_output/saved_model.pb	473
tfjs-node-gpu/test_objects/saved_model/model_single_input_multi_output/saved_model.pb	454
tfjs-node-gpu/test_objects/saved_model/module_with_multiple_signatures/saved_model.pb	577
tfjs-node-gpu/test_objects/saved_model/times_three_float/saved_model.pb	436
tfjs-node-gpu/test_objects/saved_model/times_two_int/saved_model.pb	404
tfjs-node-gpu/test_objects/saved_model/uint8_multiply/saved_model.pb	519
tfjs-node/src/callbacks_test.ts	273
tfjs-node/src/canvas_test.ts	41
tfjs-node/src/image_test.ts	283
tfjs-node/src/index_test.ts	23
tfjs-node/src/int64_tensors_test.ts	48
tfjs-node/src/io/file_system_test.ts	449
tfjs-node/src/io/io_utils_test.ts	36
tfjs-node/src/io/node_http_test.ts	143
tfjs-node/src/nodejs_kernel_backend_test.ts	114
tfjs-node/src/run_tests.ts	127
tfjs-node/src/saved_model_test.ts	425
tfjs-node/src/tensorboard_test.ts	358
tfjs-node/src/tfjs_binding_test.ts	265
tfjs-node/test_objects/saved_model/int64_multiply/saved_model.pb	507
tfjs-node/test_objects/saved_model/model_multi_output/saved_model.pb	473
tfjs-node/test_objects/saved_model/model_single_input_multi_output/saved_model.pb	454
tfjs-node/test_objects/saved_model/module_with_multiple_signatures/saved_model.pb	577
tfjs-node/test_objects/saved_model/times_three_float/saved_model.pb	436
tfjs-node/test_objects/saved_model/times_two_int/saved_model.pb	404
tfjs-node/test_objects/saved_model/uint8_multiply/saved_model.pb	519
tfjs-react-native/integration_rn59/scripts/prep_tests.ts	8
tfjs-react-native/integration_rn59/test/integration_test.ts	51
tfjs-react-native/src/async_storage_io_test.ts	102
tfjs-react-native/src/bundle_resource_io_test.ts	222
tfjs-react-native/src/camera/camera_test.ts	623
tfjs-react-native/src/decode_image_test.ts	64
tfjs-react-native/src/platform_react_native_test.ts	13
tfjs-react-native/src/test_env_registry.ts	14
tfjs-tflite/karma.conf.js	121
tfjs-tflite/src/setup_test.ts	3
tfjs-tflite/src/tflite_model_test.ts	181
tfjs-tflite/src/tflite_web_api_client_test.ts	12
tfjs-vis/integration_tests/karma.conf.js	1
tfjs-vis/karma.conf.js	94
tfjs-vis/src/components/visor_test.tsx	103
tfjs-vis/src/render/barchart_test.ts	71
tfjs-vis/src/render/confusion_matrix_test.ts	72
tfjs-vis/src/render/heatmap_test.ts	157
tfjs-vis/src/render/histogram_test.ts	158
tfjs-vis/src/render/linechart_test.ts	126
tfjs-vis/src/render/render_utils_test.ts	64
tfjs-vis/src/render/scatterplot_tests.ts	128
tfjs-vis/src/render/table_test.ts	56
tfjs-vis/src/setup_test.ts	1
tfjs-vis/src/show/history_test.ts	91
tfjs-vis/src/show/model_test.ts	30
tfjs-vis/src/show/quality_test.ts	25
tfjs-vis/src/show/tensor_test.ts	14
tfjs-vis/src/util/math_test.ts	325
tfjs-vis/src/visor_test.ts	197
tfjs/karma.conf.js	66
tfjs/run_tools_tests.ts	9
tfjs/src/index_test.ts	38
tfjs/tools/custom_module/cli_test.ts	18
tfjs/tools/custom_module/custom_module_test.ts	210
tfjs/tools/custom_module/esm_module_provider_test.ts	108
tfjs/tools/custom_module/model_parser_test.ts	250
tools/enumerate_tests.bzl	45
tools/tfjs_web_test.bzl	117