1. Add data_layer_not_check because it is needed in dygraph_to_static where input can be variable size
2. Remove warnings in static analysis because python cannot do exact static analysis
* Remove Read-Only Basic Type Variable in loop_vars
test=develop
* Put class support in loop for future thing
test=develop
* Modify based on reviewer's comment
test=develop
1. Add Decorator 'dygraph_to_static_program'
2. Add corresponding ProgramTranslator.get_program
3. Add ProgramTranslator.save_inference_model
4. Modified some warning information of dy2stat
5. Change program cache to contain startup_program because for users who gets program to run, they may like to initialize startup program
This PR does exact the thing as the title. The reason is that we plan to develop 4 decorators
"dygraph_to_static_code"
"dygraph_to_static_program"
"dygraph_to_static_func"
"dygraph_to_static_output"
The 4 decorators will emphasize different part when translating dygraph to static graph. Decorator name "dygraph_to_static_graph" is too big for the function it implements.
As the title, we add decorator "dygraph_to_static_code", and add related "get_code", "get_func", "get_output" for ProgramTranslator. Next step will be adding "dygraph_to_static_program"
1. Rename AutoTracer to ProgramTranslator
2. Rename cached_program to program_cache
3. Remove some functor style __call__
4. Dict key should be string but not hash code of string
* sequential reader stage 1, test=develop
* fix ut, test=develop
* fix iterable=False reset bug, add some logs and polish code, test=develop
* inference feed partial data, test=develop
* Turn on keep_order=True for test, test=develop
* enhance ut to test more cases, test=develop
* test commit for reverting
* Revert "test commit for reverting", test=develop
This reverts commit 80aef42ef52ba1ee79627d6f663a624ec4f12f58.
* add ut of merged and unmerged results, test=develop
* add more uts for coverages and add en doc of api, test=develop
* follow comments, test=develop
* change note style, test=develop
1. Add support for Break and Continue in Dygraph to Static
2. Also add support for gast.Not in NodeTestTransformer
3. Also add support for logical op transformation in LoopTransformer
* Support that the input(x) of stack api is a LoDTensorArray. test=develop
* Support that the input of concat api is a LoDTensorArray. test=develop
* Add tests to test stack/concat called in dygraph_to_static. test=develop
1. Add basic support for `for in range` loop
2. Move `test_dygraph_to_static_*` to `dygraph_to_static` dir and rename them
3. Add test case for dict in while_loop
1. copy.deepcopy in NameVisitor should be changed to copy.copy to make hash or set work
2. read_context should be type of gast.Load()/gast.AugLoad(), not gast.Load/gast.AugLoad
Add basic support for while in translating dygraph to static
1. Analysis the variable liveness in class NameVisitor
2. Replace while key word using while_loop API
* update ScopeBufferedSSAGraphExecutor&AsyncSSAGraphExecutor&ThreadedSSAGraphExecutor&FastThreadedSSAGraphExecutor&ParallelSSAGraphExecutor&ParallelExecutor for fetching unmerged results.
* add the unit test for fetch_unmerged.
* update ut for multi-card and multi-cpu.
* add the error message and the user suggestion in FetchOpHandle. test=develop
* test ResNet decorated by dygraph_to_static_output in static mode. test=develop
* Follow comments and change dygraph_to_static_output to dygraph_to_static_graph.test=develop
* Support fetch and run program in the process of dygraph_to_static_output. test=develop
* fix to_source(gast) and remove dygraph API such as Conv2D, Linear. test=develop
* Correct CPU gradients of the argsort op, form a network to test its forward and backward process, test=develop
* fix dynamic threshold error in test_argsort_op, test=develop
1. Considering functions, I have to change the node type from single value to a set. Because python function is allowed to return different types. The set represent all possible types
2. I added scope_name and scope_type for AstVarScope, because in python functions, variable may have different scope. For example:
```
a = 3
def foo(b):
a = 9
return a + b
```
the `a` in `foo` is different to the `a` out of `foo`. Similar to class field. The scope_name will help me to know the function name when static analysis finds a `return` sentence.
* Add two types of Metric Calculator: MultiTaskCalculator & CmatchRankCalculator.
* Add a config for DynamicAdjustChannelNum function to denote whether we will discard the remaining instances when they are not be distributed evenly.
* Remove CPU code in Pull/PushSparse and we will add it back when testing it fully.
* Fix some known issues: such as copying persistable vars after one epoch running.
* add partial_concat, test=develop
* fix the grids and blocks, test=develop
* fix the Paddle_Enforce, test=develop
* fix the doc of op, test=develop
* fix the doc, test=develop
* fix the doc of the op, test=develop
* replace -1 with None, test=develop
* support dygraph to static graph for simple case.
* add test for dygraph API recognition. test=develop
* support basic to_variable api. test=develop
* update dict: dygraph_class_to_static_api
* add all tests of dygraph api. test=develop
* use gast/astor instead of ast/codegen for the compatibility of PY2 and PY3. test=develop
* add arg 'num_flatten_dims' for fc ast node. test=develop
* Modify names of class by Camel-Case.
* support nested if/else
* support to derivate returns the parameter list automatically
* polish tranform function of slice
* fix modify x.numpy()[i] slice function
* support to transform ast.node into callable function
* fix get_name_ids bug and add more unittest test=develop
* fix requirements.txt test=develop
* remove useless import statement test=develop
* Fixed version compatibility issues in param of function test=develop
* use decorater to test ast_to_func test=develop
* add textwrap.dedent for source_code test=develop
* polish code comment
* fix compatibility with python2 and python3 test=develop
* fix gast version error test=develop
* fix gast repo test=develop
* polish transfer_from_node_type code test=develop
* add nested_if_else unittest test=develop
* split IfElseTransformer test=develop
* specify gast version test=develop
* fix ast_to_func root type test=develop
* improve the mul_mkldnn_op line coverage
test=develop
* remove fp32 mul mkldnn kernel
test=develop
* locally refactoring
test=develop
* change according to reviews
test=develop
* add get delay for multiprocess data loader, test=develop
* add unittest for coverage ci, test=develop
* add timeout unittest, test=develop
* increase the delay time, test=develop
* Add TopK Op Grad CPU&GPU Kernel test=develop
* Add TopK Op Grad, modify grad op maker test=develop
* Add TopK Op Grad, modify grad op maker test=develop
* Add TopK Op Grad, modify PADDLE_ENFORCE test=develop
* Add TopK Op Grad, modify PADDLE_THROW test=develop
* Add TopK Op Grad, modify unittest test=develop
* fix ngraph top k op unittest test=develop
* update ops's unittest of elementwise_pow, elementwise_max, elementwise_min, scale and sqrt
1. update elementwise_pow, elementwise_max and scale's unitests with input data type (float32 -> float64)
2. fix bug that the elementwise_pow doesn't meet threshold requirements with tackling float64 data
3. remove sqrt from op_accuracy_white_list.py
4. update the unittests of elementwise_pow, elementwise_max and elementwise_min ops that their input data shape over 100
5. test=develop
* modify the writing style according suggestions
test=develop
* Add support for dynamic_decode(while) training. test=develop
* Fix assign_op and tensor_array_read_write_op after solving conflict. test=develop
* Fix test_rnn_decode_api.py. test=develop
* Refine docs for apis in rnn.py. test=develop
* Adjust outputs of dynamic_decode. test=develop
* Remove the force_cpu update in assign_op. test=develop
* Remove the force_cpu update in assign_op. test=develop
* Make RNNCell.get_initial_states support batch_dim_idx argument. test=develop
* Rename _create_array_outof_while as _create_array_out_of_while in rnn.py.
test=develop
* support slice double grad, test=develop
* merge two doublegradopmaker to one doublegradopmaker,test=develop
* change the shape of slice_OP's unittest, test=develop
This PR provides very basic and simple framework for transforming Dygraph to Static Graph.
API names, final outputs are not determined yet. Feel free to modify or add class/function/type when you think the framework is not extendable for you.
* Add the first implememtation of fusion_group op #19621 (#3)
* Add the dynamic load of nvrtc, and support runtime compiling of CUDA kernel using nvrtc.
test=develop
* Call CUDA driver api to launch the kernel compiled by nvrtc.
test=develop
* Disable for mac and windows.
test=develop
* Refine the codes to support manually specified num_threads and workload_per_thread.
test=develop
* Refine the CUDA kernel to support large dims.
test=develop
* Add DeviceCodePool to manage all device codes.
* Add the first implementation fusion_group op.
* Add unit-test for fusion_group op.
* Add the check of result.
* Add the check of nvrtc in unit-test.
test=develop
* Add comment to explain the inputs, outputs and features of fusion_group op.
test=develop
* Disable fusion_group op for mac and windows.
test=develop
* Make the compiling of device code return status instead of hanging up.
test=develop
* Add the check of whether there is CUDA driver library, and do not core dump when failing to call the CUDA driver API.
* Unify fusion_group_op's input and output names.
test=develop
* Add the check of CUDA driver library in unittest.
test=develop
* Enable generating code for a given subgraph. #21126 (#4)
* Enable generating code for a given subgraph.
* Support sorting the subgraph.
* Remove the rearange of expressions because we use the sorted subgraph directly.
* Enable generating code for a subgraph which is composed of grad ops.
* Use expression information to check the accuracy in unittest.
* Separate load and store from computation expressions.
test=develop
* Improve the loading statements in generated codes.
test=develop
* Remove unused arguments from formal list.
test=develop
* Enable the detection of subgraph of grad ops.
* Generate code for detected subgraph in fusion_group_pass.
* Add an option in BuildStrategy to enable fusion_group_pass and add unittest.
test=develop
* Fix a bug when checking whether the shape of all inputs are the same.
* Add debug information.
* Remove subgraph_detector from inference/analysis to the common framework/ir directory. (#5)
test=develop
* Call subgraph_detector in fusion_group pass.
test=develop
* Disable fusion_group when WITH_GPU is OFF.
test=develop
* Refine all PADDLE_ENFORCE message.
test=develop
* Fix the case that some inputs are not defined in grad ops, and set op_role for fused op.
test=develop
* Follow review comments.
test=develop
Leo Chen
Kaipeng Deng
Zeng Jinle
Huihuang Zheng
wangchaochaohu
xujiaqi01
gongweibao
Aurelius84
hong
GaoWei8
FDInSky
zhongpu
Adam
liym27
Liufang Sang
Wilber
yaoxuefeng
Yiqun Liu
hutuxian
songyouwei
Zhang Ting
Sylwester Fraczek
tangwei12
Feiyu Chan
chalsliu
WangXi
liu zhengxi
tianshuo78520a
Zhaolong Xing
guofei
mapingshuo
Chen Weihang
123malin
wawltor
Zhen Wang
zhupengyang
lidanqing
wangguanzhong
FlyingQianMM
chengjuntao
cc
dyning
ShenLiang
Double_V
Yang Zhang
HappyAngel
zhouwei25
Jiawei Wang
Steffy-zxf
joanna.wozna.intel
Guo Sheng
huzhiqiang
zhaoyuchen2018
Bai Yifan
Wojciech Uss
lilong12
石晓伟