[QNN] Requantize operator - #3531

Merged

tqchen merged 37 commits into

apache:masterfrom

anijain2305:requantize

Aug 8, 2019

Commits on Aug 8, 2019

[Relay] [Quantization] WIP - Common files for the qauntization work.

shoubhikbhatti@gmail.com
authored and
anijain2305
committed
847dd52
[Relay] [Quantization] WIP - Prototyping requantize op.

shoubhikbhatti@gmail.com
authored and
anijain2305
committed
ed11cd7
Requantize operator implementation.
anijain2305
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91b58a5
Typo and lint fixes.
anijain2305
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13fcc70
Doc fix.
anijain2305
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ac4dfdc
Uncommenting the lint script (fixing mistake).
anijain2305
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01cad3a
Modifying the unit tests.
anijain2305
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6405755
Moving C++ files into src/relay/qnn
anijain2305
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7a49bee
Moving python files to python/tvm/relay/qnn. Some minor fixes.
anijain2305
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154e64f
Moving the attrs.h inside the include directory.
anijain2305
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324e75c
Pushing files that I forgot earlier. Changing util location.
anijain2305
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ffec47f
Incorporating comments. API change. Lint fixes.
anijain2305
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72436ff
Modifying the GetFixedPointMultiplierShift API as per comments.
anijain2305
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9a721ad
Forgot the dialect change.
anijain2305
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fb9cece
Changing rewrite to qnn_lower.
anijain2305
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be7101f
Renaming Quantize to Qnn for clarity.
anijain2305
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0a5642a
Remove use_int_domain.
anijain2305
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a9c1ce0
Incorportaing review comments.
anijain2305
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a0d0324
Adding API doc for QNN dialect.
anijain2305
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513b544
Move the qnn_lower pass to transform namespace.
anijain2305
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435ca27
Moving from expr to module. Adding namespace in C++.
anijain2305
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e4f6a4e
Minor sentence rewrites. Added qnn namespace.
anijain2305
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10a20d3
Added the API doc.
anijain2305
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927825d
Chanding default out_dtype to int8. Adding a test with in/out_dtype as uint8.
anijain2305
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48f5a52
Style fixes. Better error messages.
anijain2305
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1422f6d
Adding documentation.
anijain2305
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66a4d76
More documentation fixes.
anijain2305
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99483c2
Adding out dtype check for requantize.
anijain2305
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f8439e6
Adding corner case for FP32 to fixed point conversion.
anijain2305
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e756843
Adding extra line.
anijain2305
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5d7938f
Documentation fix.
anijain2305
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10ce99d
Adding static inline.
anijain2305
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f2e09d1
Incorporating jackwish comment. Removed idtype from requantize lowering.
anijain2305
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65c0b46
Removing Quantize/Dequantize code. Restricting Requantize to (u)int8/int32.
anijain2305
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8d2c3ad
Style fixes.
anijain2305
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2d15b54
Fix the docs.
anijain2305
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ff17a91
Move to Legalize API.
anijain2305
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c46b56c