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add test case for current scaling dequantize
Signed-off-by: zhongboz <zhongboz@nvidia.com>

[pre-commit.ci] auto fixes from pre-commit.com hooks

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Signed-off-by: zhongboz <zhongboz@nvidia.com>

finish linear layer fwd bwd test, determined error with bf16
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[pre-commit.ci] auto fixes from pre-commit.com hooks

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achieved zero tolerance for Linear by specify gemm use_split_accumulator config
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enable layernormlinear with current scaling, pass bitwise test
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refactor test case code
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make current scaling quantizers distrbuted, pass distributed linear&layernormlinear tests
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bug fix: use cached fp8 recipe in backward
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fix layernorm_mlp with current scaling, fix activation_helper with current scaling
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support detailed numerical settings from recipe to quantization kernel
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resolving MR comments
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recipe naming
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* resolve mr comments, remove IS_CURRENT_SCALING template from kernels
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* resolve mr comments, make current scaling c++ test cases
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* add current scaling to test_numerics.py, skip act recomp and grouped linear
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* add benchmark for quantizer
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* add benchmarks for linear layer
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* bug fix, typo
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* resolve more mr comments
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* avoid potential race condition by not using from_blob to construct amax tensor in C++
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* resolve more comments
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* Debug linter warnings and license check
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Debug import error in FP8 tensor test
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* Debug compilation error with CUDA 12.1 for Turing
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* resolve mr comments, fix activation cast fusion
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* resolve comments, add NVTEQuantizationParams for compute scale
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* remove is_current_scaling check totally from common folder
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* remove benchmarks, will contribute in another repo
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* adjust cs default recipe config
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* adjust comments in test
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* Remove current scaling mode from core lib
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* Refactor current-scaling-specific logic in core C++ lib

Move amax and scale update functions out of casting functions, and put into dedicated current-scaling source file. Add general API for accessing quantization config object.
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Add missing header in C++ tests
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* Disable test config with FP8 transpose on Blackwell
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* Fix compilation error in C++ test
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* Added TMA alignment check to cast_fp8_1D
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Use tensor const-ref instead of tensor const-ptr
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* Simplify kernel to update FP8 scale-inv
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* Fix typos
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* Debug amax update in layernorm kernels
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* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Debug test failures
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* Debug ONNX export

Use quantization scaling factor in ONNX quantize op.
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* Review suggestion from @ptrendx
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* Debug mismatched dtypes
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* Apply formatting
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* Apply formatting
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Use unsigned char for byte dtype
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* Initial implementation of NVRTC infrastructure
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* Fix
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