* remove gather op from layer creator
* remove floormod op from layer creator
* remove minimum op from layer creator
* remove spacetodepth op from layer creator
* remove redundant virtual function specifier
* [IE]: Allows plugins to disable Gather -> GatherIE conversion
Gather layer takes axis as 3rd input, not attribute and may
take indices as 0D scalar input
Signed-off-by: Gladilov, Gleb <gleb.gladilov@intel.com>
* [IE][VPU]: Disables Gather -> GatherIE conversion
Gather -> GatherIE conversion may introduce Gather
operation decomposition into Unsqueeze + Gather +
Squeeze in case if indices input is 0D scalar input.
In case of dynamic Gather such decomposition will
break dynamic path. Myriad plugin has to support
Gather operation natively without legacy conversion.
Signed-off-by: Gladilov, Gleb <gleb.gladilov@intel.com>
* [IE][VPU]: Enables native Gather support
Gather layer in contrast with GatherIE takes
axis as 3rd input, not attribute and may take
indices input as 0D scalar input.
0D -> 1D conversion happens automatically at
the beginning of frontend.
Axis as 3rd input is supported for single value
integral scalar only.
Signed-off-by: Gladilov, Gleb <gleb.gladilov@intel.com>
* [IE][VPU][Tests]: Enable new infra single layer Gather tests
* Removes corresponding tests from old infrastructure
* Enables test cases with 0D indices input
* Extracts base test fixture from shared tests fixture.
Unfortunately, Google Tests supports Combine generator
for tuples of size up to 10 only. Originally, shared
tests fixture already has 10 elements in tuple for
tests parameters. At the same time myriad plugin needs
to specify configuration option. Since configuration
option could not be test parameter we are forced to
use separate class, in order to get rid of code
duplication base class is used.
Signed-off-by: Gladilov, Gleb <gleb.gladilov@intel.com>
* [IE][VPU]: Updates firmware
Enables native Gather support on device side
* zero-copy (assuming determenistic app-level scheduling) for the multi-device, via "borrowing" the corresponding device-specific blobs and letting the app to implicitly use these
* Optimized Infer Request Scheduling
* remoteblob checks in the conventional SetBlob
* correctly (with status) reporting NOT_IMPLEMENTED
* SetBlob to accomodate for the RemoteBobs
* Tests for remote blobs support via MULTI: creating the shared_test in case the other (closed source) plugins would want to use that (in the private shared_tests instantiations).
Also instantiating the remote blobs tests for the some basic combinations to test the MULTI supports them
* macos compilation (and general plugin platform support) fix
* shuffled files, so that the MULTI tests are now part of the ieFuncTests (and need no separate target). Also brushed the macro that handales the NOT_IMPLEMENTED as bit
* further shuffled files, so that the initial MULTI tests are now part of the IE tests, yet specific instances do need separate targets
* Fixed misprint
* Brushing the code and comments a bit
* further brushing of the ScheduleToWorkerRequest: moving the task execution directly into the loop over devices (avoids pointers and 'else' clause)
* 1) zero-copy (assuming determenistic app-level scheduling) for the multi-device, via "borrowing" the corresponding device-specific blobs and letting the app to implicitly use these
2) Initial MULTI section in the opt guide (primarily to document a tip on helping the MULTI to keep the zero-copy path)
* [MULTI] remote context support and associated scheduling (respecting the remote data affinity)
* fix CentOS (old) gcc issue: https://gcc.gnu.org/bugzilla/show_bug.cgi?id=81880
since the intriduced therad_local string is template the bug manifests itself (and the string is not allocated/initialized).
the QA is to wrap the std::string into the function
* further fix for the old gcc versions issue, now with non-trivial thread_local destruction sefault: switching from the std::string to the plain const char*
* additional tests for the MULTI and remote blobs (no remote context and multi GPUs cases)
* fix for the tests (that now can check for more specific NotImplemented exeption).
Alos couple of line endings
* added check so that sample only supports networks with one input
* moved ngraph-realted operations to related segment of the sample
* fix for output image not being saved correcly due
* Range: Align operator with spec and add unit tests
* Range: Remove output shape from range ref impl signature
* Range: Exclude backend unit tests for CPU and GPU due to unsupported dynamic ops
* Range: Add single layer test class for Range-4
* Range: Add unit test for shape inference
* Range: Add unit tests for i32 and f32
* Range: Refactor Range v0 backend test and added test for f32 type
* Range: Add floating point tolerance in unit tests to avoid failures due to precision
* Range: Add subgraph tests for Range add element-wise
* Range: Refactor Range class for single layer tests and add range add element-wise test with truncated inputs
* [VPU] Fix dynamic networks import
* [IE][GNA][TESTS] Move ImportExport tests from GNA to shared part
* [VPU][Tests] Add ExportImport test for dynamic network
* [VPU] Review fixes
* [VPU][Tests] Review and test fixes
* [VPU][Tests] Move TEST_P to shared part
* remove convert op from layer creator
* remove depthtospace op from layer creator
* remove mvn op from layer creator
* remove normalizel2 op from layer creator
* remove notequal op from layer creator
* remove subtract op from layer creator
* correct mvn op behavior when copied with new input
* fix trying to get precision from empty output of normalize layer
* fix normalize layer not setting output type
* remove trailing whitespace
* add fp64 to possible convert op precision types
* use a function to translate bool string representation
* merge emergency opset changes for mvn and roipooling ops
* Add reference implementation for PSROIPooling operator
* fix test_roi_pooling
* use std::roundf
* remove unnecessary copies in single layer tets
* Fixes after review
* fixes after review
* use element::Type_t instead of element::
* apply code format
* add PSROIPooling to evaluates_map
* apply code format
it is easy to capture when there are 2 app-level inference requests, but only single worker (MULTI) request
main thread | callback thread
___________________________________________________________________________
| <in the callback, the worker request>
| <the request returns itself to the "idle" queue>
| 1) idleGuard.Release()->try_push(workerRequestPtr)
2)<notified on vacant worker arrived via callback> |
3) starts another request with StartAsync | ...
4) <in the ThisRequestExecutor::run()> |
workerInferRequest->_task = std::move(task); | if (_inferPipelineTasks.try_pop(workerRequestPtr->task))
the last line introduces DATA RACE (sporadically manifested in the bad_function_call exception), the fix is in this commit
* remove power op from layer creator
* remove prelu op from layer creator
* remove tile op from layer creator
* remove relu op from layer creator
* remove selu op from layer creator
* remove softmax op from layer creator
* remove tanh op from layer creator
* remove split op from layer creator
* remove reshape op from layer creator
* remove reverse sequence op from layer creator
* remove proposal op from layer creator
* remove priorbox op from layer creator
* remove roipooling op from layer creator
* remove priorboxclustered op from layer creator
* style fix
* utility function to parse bool-containing strings
* align priorbox scale_all_sizes parameter to specification
* change location of getBoolStrParamAsIntStr function
* align prelu creator to new constant op changes
* adjust priorbox tests to align with scale_all_sizes default value
* adjust priorbox python tests to align with scale_all_sizes default value
* align priorboxclustered attributes initlialization to specification
* fix checking wrong container's end iterator for opset name search
* improve comment on roipooling parameters
* Apply review suggestion 1
Co-authored-by: Ilya Churaev <ilyachur@gmail.com>
* Apply review suggestion 2
Co-authored-by: Ilya Churaev <ilyachur@gmail.com>
* align priorbox step initial value to specification
* align roipooling method attribute to specification
* remove roipooling specific creator
* align with review comments
Co-authored-by: Ilya Churaev <ilyachur@gmail.com>
