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Porting TF fake_quant_with_min_max functions #20641

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Merged
fchollet merged 16 commits into from
Jan 15, 2025
Merged

Porting TF fake_quant_with_min_max functions #20641

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fef281e
QAT (squashed this time) (#1)
doncarlos999 Dec 13, 2024
9043966
Merge branch 'keras-team:master' into master
doncarlos999 Dec 16, 2024
b66e9c3
Addresses PR review comments
doncarlos999 Dec 16, 2024
84338f2
drops another type hint
doncarlos999 Dec 16, 2024
170f31e
swaps out if statements, change float() to ops.cast and adds fake_qua…
doncarlos999 Dec 19, 2024
c193d16
fix missed if statement, adds gradient tests via main function for tf…
doncarlos999 Dec 19, 2024
5c48be2
Merge branch 'keras-team:master' into master
doncarlos999 Dec 19, 2024
4d97345
Merge branch 'keras-team:master' into master
doncarlos999 Jan 6, 2025
4007769
fix unbound variable error when not using torch or tf backend (#2)
doncarlos999 Jan 6, 2025
34954b6
Merge branch 'keras-team:master' into master
doncarlos999 Jan 9, 2025
3ed51df
Merge branch 'keras-team:master' into master
doncarlos999 Jan 14, 2025
bfb98b9
More QAT function revisions (#3)
doncarlos999 Jan 14, 2025
42cd701
Qat revisions (#4)
doncarlos999 Jan 15, 2025
9f96d3e
Merge branch 'keras-team:master' into master
doncarlos999 Jan 15, 2025
018ccaf
updated implementation
doncarlos999 Jan 15, 2025
0da24e2
removed redundant functions
doncarlos999 Jan 15, 2025
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11 changes: 11 additions & 0 deletions keras/api/_tf_keras/keras/quantizers/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,17 @@
from keras.src.quantizers.quantizers import AbsMaxQuantizer
from keras.src.quantizers.quantizers import Quantizer
from keras.src.quantizers.quantizers import abs_max_quantize
from keras.src.quantizers.quantizers import adjust_and_nudge_quantization_range
from keras.src.quantizers.quantizers import compute_float8_amax_history
from keras.src.quantizers.quantizers import compute_float8_scale
from keras.src.quantizers.quantizers import fake_quant_with_min_max_args
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_args_gradient,
)
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_vars_per_channel,
)
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_vars_per_channel_gradient,
)
from keras.src.quantizers.quantizers import quantize_and_dequantize
11 changes: 11 additions & 0 deletions keras/api/quantizers/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,17 @@
from keras.src.quantizers.quantizers import AbsMaxQuantizer
from keras.src.quantizers.quantizers import Quantizer
from keras.src.quantizers.quantizers import abs_max_quantize
from keras.src.quantizers.quantizers import adjust_and_nudge_quantization_range
from keras.src.quantizers.quantizers import compute_float8_amax_history
from keras.src.quantizers.quantizers import compute_float8_scale
from keras.src.quantizers.quantizers import fake_quant_with_min_max_args
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_args_gradient,
)
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_vars_per_channel,
)
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_vars_per_channel_gradient,
)
from keras.src.quantizers.quantizers import quantize_and_dequantize
11 changes: 11 additions & 0 deletions keras/src/quantizers/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -4,8 +4,19 @@
from keras.src.quantizers.quantizers import AbsMaxQuantizer
from keras.src.quantizers.quantizers import Quantizer
from keras.src.quantizers.quantizers import abs_max_quantize
from keras.src.quantizers.quantizers import adjust_and_nudge_quantization_range
from keras.src.quantizers.quantizers import compute_float8_amax_history
from keras.src.quantizers.quantizers import compute_float8_scale
from keras.src.quantizers.quantizers import fake_quant_with_min_max_args
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_args_gradient,
)
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_vars_per_channel,
)
from keras.src.quantizers.quantizers import (
fake_quant_with_min_max_vars_per_channel_gradient,
)
from keras.src.quantizers.quantizers import quantize_and_dequantize
from keras.src.saving import serialization_lib
from keras.src.utils.naming import to_snake_case
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