Tile IR
E435224
Tile IR is an intermediate representation used within the PlaidML machine learning compiler to express and optimize tensor computations across diverse hardware backends.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Tile IR canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T4391094 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tile IR Context triple: [PlaidML, hasComponent, Tile IR]
-
A.
Grand Tiler
Grand Tiler is a senior Masonic lodge officer responsible for guarding the entrance and ensuring the privacy and security of lodge meetings.
-
B.
The Grid
The Grid is a science fiction television miniseries known for its focus on counterterrorism and international security operations.
-
C.
Kachelotplate
Kachelotplate is a small, uninhabited sandbank island in the Wadden Sea off the coast of East Frisia in northwestern Germany.
-
D.
House of Tiles
House of Tiles is a historic Baroque palace in Mexico City famed for its façade covered in blue-and-white Puebla tiles and its current use as a landmark restaurant and cultural venue.
-
E.
Tektitek
Tektitek is a Mayan language spoken primarily by the Tektiteko people in parts of Guatemala and Mexico.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tile IR Target entity description: Tile IR is an intermediate representation used within the PlaidML machine learning compiler to express and optimize tensor computations across diverse hardware backends.
-
A.
Grand Tiler
Grand Tiler is a senior Masonic lodge officer responsible for guarding the entrance and ensuring the privacy and security of lodge meetings.
-
B.
The Grid
The Grid is a science fiction television miniseries known for its focus on counterterrorism and international security operations.
-
C.
Kachelotplate
Kachelotplate is a small, uninhabited sandbank island in the Wadden Sea off the coast of East Frisia in northwestern Germany.
-
D.
House of Tiles
House of Tiles is a historic Baroque palace in Mexico City famed for its façade covered in blue-and-white Puebla tiles and its current use as a landmark restaurant and cultural venue.
-
E.
Tektitek
Tektitek is a Mayan language spoken primarily by the Tektiteko people in parts of Guatemala and Mexico.
- F. None of above. chosen
Statements (39)
| Predicate | Object |
|---|---|
| instanceOf |
compiler IR
ⓘ
intermediate representation ⓘ |
| designedFor |
portability across CPUs
ⓘ
portability across GPUs ⓘ portability across specialized accelerators ⓘ |
| domain | machine learning ⓘ |
| enables |
automatic differentiation support in PlaidML
ⓘ
fusion of tensor operations ⓘ hardware-agnostic optimization ⓘ lowering to hardware-specific code ⓘ memory layout transformations ⓘ scheduling optimizations ⓘ |
| goal |
enable cross-platform ML deployment
ⓘ
separate algorithm specification from hardware mapping ⓘ |
| hasFeature |
affine-style indexing of tensors
ⓘ
explicit shape information ⓘ loop-based representation of computations ⓘ static analysis of tensor shapes ⓘ support for broadcasting semantics ⓘ support for convolutions ⓘ support for elementwise operations ⓘ support for matrix multiplications ⓘ support for reductions ⓘ tensor-centric operations ⓘ |
| implementedInContextOf | Vertex.AI PlaidML project NERFINISHED ⓘ |
| optimizationLevel | mid-level IR ⓘ |
| partOf | PlaidML compiler pipeline ⓘ |
| purpose |
express tensor computations
ⓘ
optimize tensor computations ⓘ |
| relatedTo | PlaidML Tile language NERFINISHED ⓘ |
| supports | diverse hardware backends ⓘ |
| supportsBackend |
CPU backends
ⓘ
CUDA-based devices ⓘ OpenCL-based devices ⓘ |
| usedBy |
PlaidML code generator
NERFINISHED
ⓘ
PlaidML optimizer NERFINISHED ⓘ |
| usedFor |
deep learning workloads
ⓘ
neural network computation graphs ⓘ |
| usedIn | PlaidML NERFINISHED ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Tile IR Description of subject: Tile IR is an intermediate representation used within the PlaidML machine learning compiler to express and optimize tensor computations across diverse hardware backends.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.