FM / python

/usr/local/lib64/python3.6/site-packages/caffe2/python/

/usr/local/lib64/python3.6/site-packages/caffe2/python

Name	Size	Mode	Actions
docs/	-	0755	rm
examples/	-	0755	rm
fakelowp/	-	0755	rm
helpers/	-	0755	rm
ideep/	-	0755	rm
layers/	-	0755	rm
mint/	-	0755	rm
mkl/	-	0755	rm
modeling/	-	0755	rm
models/	-	0755	rm
onnx/	-	0755	rm
operator_test/	-	0755	rm
predictor/	-	0755	rm
rnn/	-	0755	rm
serialized_test/	-	0755	rm
test/	-	0755	rm
trt/	-	0755	rm
__pycache__/	-	0755	rm
allcompare_test.py	2255	0644	edit dl rm
attention.py	12359	0644	edit dl rm
benchmark_generator.py	4912	0644	edit dl rm
binarysize.py	5521	0644	edit dl rm
brew.py	4762	0644	edit dl rm
brew_test.py	11739	0644	edit dl rm
build.py	153	0644	edit dl rm
cached_reader.py	4394	0644	edit dl rm
caffe2_pybind11_state.cpython-36m-x86_64-linux-gnu.so	48299712	0755	edit dl rm
caffe2_pybind11_state_gpu.cpython-36m-x86_64-linux-gnu.so	49048144	0755	edit dl rm
caffe_translator.py	35227	0644	edit dl rm
caffe_translator_test.py	3553	0644	edit dl rm
checkpoint.py	32101	0644	edit dl rm
checkpoint_test.py	13405	0644	edit dl rm
cnn.py	7626	0644	edit dl rm
context.py	2841	0644	edit dl rm
context_test.py	1792	0644	edit dl rm
control.py	19309	0644	edit dl rm
control_ops_grad.py	28893	0644	edit dl rm
control_ops_grad_test.py	1752	0644	edit dl rm
control_ops_util.py	10863	0644	edit dl rm
control_test.py	12276	0644	edit dl rm
convert.py	55	0644	edit dl rm
convert_test.py	201	0644	edit dl rm
convnet_benchmarks.py	20533	0644	edit dl rm
convnet_benchmarks_test.py	839	0644	edit dl rm
core.py	119400	0644	edit dl rm
core_gradients_test.py	38022	0644	edit dl rm
core_test.py	47683	0644	edit dl rm
crf.py	13250	0644	edit dl rm
crf_predict.py	1159	0644	edit dl rm
crf_viterbi_test.py	1663	0644	edit dl rm
dataio.py	23532	0644	edit dl rm
dataio_test.py	17575	0644	edit dl rm
dataset.py	12886	0644	edit dl rm
data_parallel_model.py	83100	0644	edit dl rm
data_parallel_model_test.py	56145	0644	edit dl rm
data_workers.py	15941	0644	edit dl rm
data_workers_test.py	6561	0644	edit dl rm
db_file_reader.py	6608	0644	edit dl rm
db_test.py	1110	0644	edit dl rm
device_checker.py	5157	0644	edit dl rm
dyndep.py	1533	0644	edit dl rm
embedding_generation_benchmark.py	5256	0644	edit dl rm
experiment_util.py	3625	0644	edit dl rm
extension_loader.py	744	0644	edit dl rm
fakefp16_transform_lib.py	322	0644	edit dl rm
filler_test.py	748	0644	edit dl rm
functional.py	4415	0644	edit dl rm
functional_test.py	4204	0644	edit dl rm
fused_8bit_rowwise_conversion_ops_test.py	3945	0644	edit dl rm
gradient_checker.py	15377	0644	edit dl rm
gradient_check_test.py	20729	0644	edit dl rm
gru_cell.py	5129	0644	edit dl rm
hip_test_util.py	405	0644	edit dl rm
hsm_util.py	2259	0644	edit dl rm
hypothesis_test.py	105762	0644	edit dl rm
hypothesis_test_util.py	26853	0644	edit dl rm
ideep_test_util.py	998	0644	edit dl rm
layers_test.py	92931	0644	edit dl rm
layer_model_helper.py	29340	0644	edit dl rm
layer_model_instantiator.py	3935	0644	edit dl rm
layer_parameter_sharing_test.py	9148	0644	edit dl rm
layer_test_util.py	4875	0644	edit dl rm
lazy.py	277	0644	edit dl rm
lazy_dyndep.py	2562	0644	edit dl rm
lazy_dyndep_test.py	3914	0644	edit dl rm
lengths_reducer_fused_8bit_rowwise_ops_test.py	7575	0644	edit dl rm
lengths_reducer_rowwise_8bit_ops_test.py	5710	0644	edit dl rm
lstm_benchmark.py	10649	0644	edit dl rm
memonger.py	34041	0644	edit dl rm
memonger_test.py	36910	0644	edit dl rm
mkl_test_util.py	1142	0644	edit dl rm
model_device_test.py	4777	0644	edit dl rm
model_helper.py	23492	0644	edit dl rm
model_helper_test.py	2336	0644	edit dl rm
modifier_context.py	1772	0644	edit dl rm
muji.py	8131	0644	edit dl rm
muji_test.py	3058	0644	edit dl rm
net_builder.py	27679	0644	edit dl rm
net_builder_test.py	11382	0644	edit dl rm
net_drawer.py	14264	0644	edit dl rm
net_printer.py	12704	0644	edit dl rm
net_printer_test.py	3190	0644	edit dl rm
nomnigraph.py	4216	0644	edit dl rm
nomnigraph_test.py	15427	0644	edit dl rm
nomnigraph_transformations.py	3787	0644	edit dl rm
nomnigraph_transformations_test.py	5767	0644	edit dl rm
normalizer.py	1411	0644	edit dl rm
normalizer_context.py	1007	0644	edit dl rm
normalizer_test.py	487	0644	edit dl rm
numa_benchmark.py	2230	0644	edit dl rm
numa_test.py	1663	0644	edit dl rm
observer_test.py	5316	0644	edit dl rm
operator_fp_exceptions_test.py	1248	0644	edit dl rm
optimizer.py	78813	0644	edit dl rm
optimizer_context.py	1462	0644	edit dl rm
optimizer_test.py	30705	0644	edit dl rm
optimizer_test_util.py	9187	0644	edit dl rm
parallelize_bmuf_distributed_test.py	9908	0644	edit dl rm
parallel_workers.py	7682	0644	edit dl rm
parallel_workers_test.py	3501	0644	edit dl rm
pipeline.py	17283	0644	edit dl rm
pipeline_test.py	2542	0644	edit dl rm
predictor_constants.py	198	0644	edit dl rm
python_op_test.py	9169	0644	edit dl rm
queue_util.py	4459	0644	edit dl rm
record_queue.py	4453	0644	edit dl rm
recurrent.py	13297	0644	edit dl rm
regularizer.py	21120	0644	edit dl rm
regularizer_context.py	1013	0644	edit dl rm
regularizer_test.py	10266	0644	edit dl rm
rnn_cell.py	68233	0644	edit dl rm
schema.py	45621	0644	edit dl rm
schema_test.py	15754	0644	edit dl rm
scope.py	3623	0644	edit dl rm
scope_test.py	5249	0644	edit dl rm
session.py	7642	0644	edit dl rm
session_test.py	2078	0644	edit dl rm
sparse_to_dense_mask_test.py	6565	0644	edit dl rm
sparse_to_dense_test.py	3556	0644	edit dl rm
task.py	24274	0644	edit dl rm
task_test.py	870	0644	edit dl rm
test_util.py	3524	0644	edit dl rm
text_file_reader.py	1990	0644	edit dl rm
timeout_guard.py	4054	0644	edit dl rm
toy_regression_test.py	2822	0644	edit dl rm
transformations.py	1832	0644	edit dl rm
transformations_test.py	11960	0644	edit dl rm
tt_core.py	9349	0644	edit dl rm
tt_core_test.py	2518	0644	edit dl rm
utils.py	14181	0644	edit dl rm
utils_test.py	1399	0644	edit dl rm
visualize.py	6315	0644	edit dl rm
workspace.py	25263	0644	edit dl rm
workspace_test.py	34844	0644	edit dl rm
_import_c_extension.py	2250	0644	edit dl rm
__init__.py	3925	0644	edit dl rm

Edit: /usr/local/lib64/python3.6/site-packages/caffe2/python/brew.py (4762B)

## @package model_helper_api
# Module caffe2.python.model_helper_api

import sys
import copy
import inspect
from past.builtins import basestring
from caffe2.python.model_helper import ModelHelper

# flake8: noqa
from caffe2.python.helpers.algebra import *
from caffe2.python.helpers.arg_scope import *
from caffe2.python.helpers.array_helpers import *
from caffe2.python.helpers.control_ops import *
from caffe2.python.helpers.conv import *
from caffe2.python.helpers.db_input import *
from caffe2.python.helpers.dropout import *
from caffe2.python.helpers.elementwise_linear import *
from caffe2.python.helpers.fc import *
from caffe2.python.helpers.nonlinearity import *
from caffe2.python.helpers.normalization import *
from caffe2.python.helpers.pooling import *
from caffe2.python.helpers.quantization import *
from caffe2.python.helpers.tools import *
from caffe2.python.helpers.train import *

class HelperWrapper(object):
    _registry = {
        'arg_scope': arg_scope,
        'fc': fc,
        'packed_fc': packed_fc,
        'fc_decomp': fc_decomp,
        'fc_sparse': fc_sparse,
        'fc_prune': fc_prune,
        'dropout': dropout,
        'max_pool': max_pool,
        'average_pool': average_pool,
        'max_pool_with_index' : max_pool_with_index,
        'lrn': lrn,
        'softmax': softmax,
        'instance_norm': instance_norm,
        'spatial_bn': spatial_bn,
        'spatial_gn': spatial_gn,
        'moments_with_running_stats': moments_with_running_stats,
        'relu': relu,
        'prelu': prelu,
        'tanh': tanh,
        'concat': concat,
        'depth_concat': depth_concat,
        'sum': sum,
        'reduce_sum': reduce_sum,
        'sub': sub,
        'arg_min': arg_min,
        'transpose': transpose,
        'iter': iter,
        'accuracy': accuracy,
        'conv': conv,
        'conv_nd': conv_nd,
        'conv_transpose': conv_transpose,
        'group_conv': group_conv,
        'group_conv_deprecated': group_conv_deprecated,
        'image_input': image_input,
        'video_input': video_input,
        'add_weight_decay': add_weight_decay,
        'elementwise_linear': elementwise_linear,
        'layer_norm': layer_norm,
        'mat_mul' : mat_mul,
        'batch_mat_mul' : batch_mat_mul,
        'cond' : cond,
        'loop' : loop,
        'db_input' : db_input,
        'fused_8bit_rowwise_quantized_to_float' : fused_8bit_rowwise_quantized_to_float,
        'sparse_lengths_sum_4bit_rowwise_sparse': sparse_lengths_sum_4bit_rowwise_sparse,
    }

def __init__(self, wrapped):
        self.wrapped = wrapped

def __getattr__(self, helper_name):
        if helper_name not in self._registry:
            raise AttributeError(
                "Helper function {} not "
                "registered.".format(helper_name)
            )

def scope_wrapper(*args, **kwargs):
            new_kwargs = {}
            if helper_name != 'arg_scope':
                if len(args) > 0 and isinstance(args[0], ModelHelper):
                    model = args[0]
                elif 'model' in kwargs:
                    model = kwargs['model']
                else:
                    raise RuntimeError(
                "The first input of helper function should be model. " \
                "Or you can provide it in kwargs as model=<your_model>.")
                new_kwargs = copy.deepcopy(model.arg_scope)
            func = self._registry[helper_name]
            var_names, _, varkw, _= inspect.getargspec(func)
            if varkw is None:
                # this helper function does not take in random **kwargs
                new_kwargs = {
                    var_name: new_kwargs[var_name]
                    for var_name in var_names if var_name in new_kwargs
                }

cur_scope = get_current_scope()
            new_kwargs.update(cur_scope.get(helper_name, {}))
            new_kwargs.update(kwargs)
            return func(*args, **new_kwargs)

scope_wrapper.__name__ = helper_name
        return scope_wrapper

def Register(self, helper):
        name = helper.__name__
        if name in self._registry:
            raise AttributeError(
                "Helper {} already exists. Please change your "
                "helper name.".format(name)
            )
        self._registry[name] = helper

def has_helper(self, helper_or_helper_name):
        helper_name = (
            helper_or_helper_name
            if isinstance(helper_or_helper_name, basestring) else
            helper_or_helper_name.__name__
        )
        return helper_name in self._registry

# pyre-fixme[6]: incompatible parameter type: expected ModuleType, got HelperWrapper
sys.modules[__name__] = HelperWrapper(sys.modules[__name__])

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