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github.com/apache/singa
/ functions
Functions
5,531 in github.com/apache/singa
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Functions
5,531
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Types & classes
1,090
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Endpoints
3
↓ 2 callers
Method
_reduceMean_helper
(self, dev)
test/python/test_onnx.py:1698
↓ 2 callers
Method
_reduceSum_helper
(self, dev)
test/python/test_onnx.py:1671
↓ 2 callers
Method
_relu_helper
(self, dev)
test/python/test_onnx.py:78
↓ 2 callers
Method
_reshape_helper
(self, dev)
test/python/test_onnx.py:400
↓ 2 callers
Method
_reshape_helper
(self, dev)
test/python/test_operation.py:1494
↓ 2 callers
Method
_retraining_helper
(self, dev)
test/python/test_onnx.py:2009
↓ 2 callers
Method
_round
(self, dev=gpu_dev)
test/python/test_api.py:895
↓ 2 callers
Method
_round_even
(self, dev=gpu_dev)
test/python/test_api.py:908
↓ 2 callers
Function
_save_data
(data_dir, fname, nfields, namespace)
examples/model_selection/Trails/internal/ml/model_selection/src/dataset_utils/save_load_torch.py:38
↓ 2 callers
Method
_shape_helper
(self, dev)
test/python/test_onnx.py:1409
↓ 2 callers
Method
_shape_helper
(self, dev)
test/python/test_operation.py:1708
↓ 2 callers
Method
_sigmoid_helper
(self, dev)
test/python/test_onnx.py:154
↓ 2 callers
Method
_slice_helper
(self, dev)
test/python/test_onnx.py:1779
↓ 2 callers
Method
_softmax_api_helper
(self, dev)
test/python/test_api.py:204
↓ 2 callers
Method
_softmax_helper
(self, dev)
test/python/test_onnx.py:129
↓ 2 callers
Method
_softplus_helper
(self, dev)
test/python/test_onnx.py:1102
↓ 2 callers
Method
_softsign_helper
(self, dev)
test/python/test_onnx.py:1130
↓ 2 callers
Method
_squeeze_helper
(self, dev)
test/python/test_onnx.py:1725
↓ 2 callers
Method
_squeeze_helper
(self, dev)
test/python/test_operation.py:1679
↓ 2 callers
Function
_strip_spaces
(text)
examples/onnx/bert/run_onnx_squad.py:416
↓ 2 callers
Method
_sub_broadcast_helper
(self, dev)
test/python/test_operation.py:2308
↓ 2 callers
Method
_subscription_helper
(self, dev)
test/python/test_tensor.py:372
↓ 2 callers
Method
_sum_helper
(self, dev)
test/python/test_onnx.py:427
↓ 2 callers
Method
_sum_helper
(self, dev)
test/python/test_operation.py:252
↓ 2 callers
Method
_tensor_arithmetic_op_broadcast_helper
(self, dev)
test/python/test_api.py:250
↓ 2 callers
Method
_test_scatter_elements
(self, dev)
test/python/test_operation.py:2906
↓ 2 callers
Method
_tile_helper
(self, dev)
test/python/test_onnx.py:1857
↓ 2 callers
Function
_tinydir_get_ext
include/singa/utils/tinydir.h:485
↓ 2 callers
Method
_transfer_learning_helper
(self, dev)
test/python/test_onnx.py:2060
↓ 2 callers
Method
_transpose_and_arithmetic_op_broadcast_helper
(self, dev)
test/python/test_api.py:291
↓ 2 callers
Method
_transpose_helper
(self, dev)
test/python/test_onnx.py:1316
↓ 2 callers
Method
_transpose_helper
(self, dev)
test/python/test_operation.py:1366
↓ 2 callers
Function
_tuple_to_string
(t)
test/python/test_onnx.py:42
↓ 2 callers
Function
_tuple_to_string
(t)
test/python/test_operation.py:38
↓ 2 callers
Method
_unsqueeze_helper
(self, dev)
test/python/test_onnx.py:1752
↓ 2 callers
Method
_unsqueeze_helper
(self, dev)
test/python/test_operation.py:1303
↓ 2 callers
Method
_vanillaRNN_gpu_tiny_ops_shape_check_helper
(self, dev)
test/python/test_operation.py:385
↓ 2 callers
Method
_xor_broadcast_helper
(self, dev)
test/python/test_operation.py:2170
↓ 2 callers
Method
_xor_helper
(self, dev)
test/python/test_onnx.py:1502
↓ 2 callers
Method
_xor_helper
(self, dev)
test/python/test_operation.py:2023
↓ 2 callers
Function
accuracy
(pred, target)
examples/model_selection/Trails/internal/ml/model_selection/src/eva_engine/phase1/algo/singa_ms/cnn_ms/autograd/mnist_cnn.py:122
↓ 2 callers
Function
accuracy
(pred, target)
examples/model_selection/Trails/internal/ml/model_selection/src/eva_engine/phase1/algo/singa_ms/cnn_ms/autograd/resnet_cifar10.py:115
↓ 2 callers
Function
accuracy
(pred, target)
examples/model_selection/Trails/internal/ml/model_selection/src/eva_engine/phase2/algo/trainer.py:260
↓ 2 callers
Function
accuracy
(pred, target)
examples/malaria_cnn/train_cnn.py:50
↓ 2 callers
Function
accuracy
(pred, target)
examples/hfl/src/client.py:138
↓ 2 callers
Function
accuracy
(pred, target)
examples/healthcare/application/Malaria_Disease/train.py:54
↓ 2 callers
Function
accuracy
(pred, target)
examples/healthcare/application/Diabetic_Disease/Diabetic_Retinopathy_Classification/train.py:54
↓ 2 callers
Function
accuracy
(pred, target)
examples/healthcare/application/Diabetic_Disease/Diabetic_Readmission_Prediction/train.py:37
↓ 2 callers
Function
accuracy
(pred, target)
examples/healthcare/application/Kidney_Disease/train.py:53
↓ 2 callers
Function
accuracy
(pred, target)
examples/healthcare/application/Cerebrovascular_Disease/train.py:36
↓ 2 callers
Function
accuracy
(pred, target)
examples/healthcare/application/Thyroid_Eye_Disease/train.py:35
↓ 2 callers
Function
accuracy
Compute recall accuracy. Args: pred (Numpy ndarray): Prediction array, should be in shape (B, C) target (Numpy ndarray): Ground t
examples/healthcare/application/Hematologic_Disease/train.py:37
↓ 2 callers
Function
accuracy
(pred, target)
examples/largedataset_cnn/train_largedata.py:45
↓ 2 callers
Function
accuracy
(pred, target)
examples/largedataset_cnn/autograd/mnist_cnn.py:122
↓ 2 callers
Function
accuracy
(pred, target)
examples/largedataset_cnn/autograd/resnet_cifar10.py:115
↓ 2 callers
Function
accuracy
(pred, target)
examples/cifar_distributed_cnn/autograd/mnist_cnn.py:122
↓ 2 callers
Function
accuracy
(pred, target)
examples/cifar_distributed_cnn/autograd/resnet_cifar10.py:115
↓ 2 callers
Function
accuracy
(pred, target)
examples/singa_peft/examples/autograd/mnist_cnn.py:122
↓ 2 callers
Function
accuracy
(pred, target)
examples/cnn/train_cnn.py:49
↓ 2 callers
Function
accuracy
(pred, target)
examples/cnn/autograd/mnist_cnn.py:122
↓ 2 callers
Function
accuracy
(pred, target)
examples/cnn/autograd/resnet_cifar10.py:115
↓ 2 callers
Function
accuracy
(pred, target)
examples/onnx/training/train.py:57
↓ 2 callers
Function
accuracy
(pred, target)
examples/cnn_ms/autograd/mnist_cnn.py:122
↓ 2 callers
Function
accuracy
(pred, target)
examples/cnn_ms/autograd/resnet_cifar10.py:115
↓ 2 callers
Function
add
Return `a+b`, where a and b are Tensor.
python/singa/autograd.py:894
↓ 2 callers
Method
all_reduce_half
Performs all reduce of a tensor after converting to FP16. Args: tensor(Tensor): a tensor to be all-reduced
python/singa/opt.py:767
↓ 2 callers
Method
apply
Performs a single optimization step. Args: param_name(String): the name of the param param_value(Tensor): par
python/singa/opt.py:119
↓ 2 callers
Function
atan2_args
Get arguments for atan2 function. \param abs half-precision floating-point value \return \a abs and sqrt(1 - \a abs^2) as Q0.30
include/half.hpp:1627
↓ 2 callers
Function
augmentation
(x, batch_size)
examples/singa_peft/examples/train.py:36
↓ 2 callers
Method
batchgenerator
Generate batch arrays from transformed image list. Args: indexes (Sequence): current batch indexes list, e.g. [n, n + 1, ..., n +
examples/healthcare/data/bloodmnist.py:202
↓ 2 callers
Function
builtin_isnan
include/half.hpp:562
↓ 2 callers
Function
builtin_signbit
include/half.hpp:578
↓ 2 callers
Function
cast
The operator casts the elements of a given input tensor to a data type specified by the 'to' argument and returns an output tensor of the sam
python/singa/autograd.py:4713
↓ 2 callers
Method
cast
include/half.hpp:2297
↓ 2 callers
Method
cast_test
(self, dev)
test/python/test_operation.py:3095
↓ 2 callers
Method
ceil_test
(self, dev)
test/python/test_operation.py:2855
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/model_selection/Trails/internal/ml/model_selection/src/eva_engine/phase1/algo/singa_ms/cnn_ms/data/cifar100.py:53
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/model_selection/Trails/internal/ml/model_selection/src/eva_engine/phase1/algo/singa_ms/cnn_ms/data/cifar10.py:62
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/model_selection/Trails/internal/ml/model_selection/src/eva_engine/phase1/algo/singa_ms/cnn_ms/autograd/resnet_cifar10.py:69
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/malaria_cnn/data/malaria.py:94
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/healthcare/data/cifar10.py:62
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/healthcare/data/malaria.py:94
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/largedataset_cnn/autograd/resnet_cifar10.py:69
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cifar_distributed_cnn/data/cifar100.py:53
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cifar_distributed_cnn/data/cifar10.py:64
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cifar_distributed_cnn/autograd/resnet_cifar10.py:69
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/singa_peft/examples/data/cifar10.py:64
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/singa_peft/examples/autograd/resnet_cifar10.py:69
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cnn/data/cifar100.py:53
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cnn/data/cifar10.py:62
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cnn/autograd/resnet_cifar10.py:69
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cnn_ms/data/cifar100.py:53
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cnn_ms/data/cifar10.py:62
↓ 2 callers
Function
check_dataset_exist
(dirpath)
examples/cnn_ms/autograd/resnet_cifar10.py:69
↓ 2 callers
Function
check_exist_or_download
download data into tmp
examples/qabot/qabot_data.py:28
↓ 2 callers
Function
check_exist_or_download
download data into tmp
examples/rnn/imdb_data.py:96
↓ 2 callers
Method
check_shape
(self, actual, expect)
test/python/test_onnx.py:49
↓ 2 callers
Method
compute_fan
(self, shape)
test/python/test_initializer.py:35
↓ 2 callers
Method
constantOfShape_test
(self, dev)
test/python/test_operation.py:2695
↓ 2 callers
Function
conv3x3
3x3 convolution with padding
examples/model_selection/Trails/internal/ml/model_selection/src/eva_engine/phase1/algo/singa_ms/cnn_ms/model/resnet.py:27
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