diff options
Diffstat (limited to 'tensorflow/contrib/lite/context.h')
-rw-r--r-- | tensorflow/contrib/lite/context.h | 42 |
1 files changed, 37 insertions, 5 deletions
diff --git a/tensorflow/contrib/lite/context.h b/tensorflow/contrib/lite/context.h index 1265c4cba9..cbfce12d7e 100644 --- a/tensorflow/contrib/lite/context.h +++ b/tensorflow/contrib/lite/context.h @@ -39,6 +39,26 @@ extern "C" { typedef enum { kTfLiteOk = 0, kTfLiteError = 1 } TfLiteStatus; +// The list of external context types known to TF Lite. This list exists solely +// to avoid conflicts and to ensure ops can share the external contexts they +// need. Access to the external contexts is controled by one of the +// corresponding support files. +typedef enum { + kTfLiteEigenContext = 0, // include eigen_support.h to use. + kTfLiteGemmLowpContext = 1, // include gemm_support.h to use. + kTfLiteMaxExternalContexts = 2 +} TfLiteExternalContextType; + +// An external context is a collection of information unrelated to the TF Lite +// framework, but useful to a subset of the ops. TF Lite knows very little +// about about the actual contexts, but it keeps a list of them, and is able to +// refresh them if configurations like the number of recommended threads +// change. +typedef struct { + TfLiteExternalContextType type; + TfLiteStatus (*Refresh)(struct TfLiteContext* context); +} TfLiteExternalContext; + // Forward declare so GetNode can use this is in Context. typedef struct _TfLiteRegistration TfLiteRegistration; typedef struct _TfLiteDelegate TfLiteDelegate; @@ -245,7 +265,8 @@ void TfLiteTensorReset(TfLiteType type, const char* name, TfLiteIntArray* dims, const void* allocation, bool is_variable, TfLiteTensor* tensor); -// Resize the allocated data of a (dynamic) tensor. +// Resize the allocated data of a (dynamic) tensor. Tensors with allocation +// types other than kTfLiteDynamic will be ignored. void TfLiteTensorRealloc(size_t num_bytes, TfLiteTensor* tensor); // A structure representing an instance of a node. @@ -338,10 +359,15 @@ typedef struct TfLiteContext { // eigen. int recommended_num_threads; - // TODO(ahentz): we should create a more general mechanism for this sort of - // library-global objects. - void* gemm_context; - void* eigen_context; + // Access external contexts by type. + // WARNING: This is an experimental interface that is subject to change. + TfLiteExternalContext* (*GetExternalContext)(struct TfLiteContext*, + TfLiteExternalContextType); + // Set the value of a external context. Does not take ownership of the + // pointer. + // WARNING: This is an experimental interface that is subject to change. + void (*SetExternalContext)(struct TfLiteContext*, TfLiteExternalContextType, + TfLiteExternalContext*); } TfLiteContext; typedef struct _TfLiteRegistration { @@ -438,6 +464,12 @@ typedef struct _TfLiteDelegate { } TfLiteDelegate; // WARNING: This is an experimental interface that is subject to change. +// +// Currently, TfLiteDelegateParams has to be allocated in a way that it's +// trivially destructable. It will be stored as `builtin_data` field in +// `TfLiteNode` of the delegate node. +// +// See also the `CreateDelegateParams` function in `interpreter.cc` details. typedef struct { TfLiteDelegate* delegate; TfLiteIntArray* nodes_to_replace; |