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42 changes: 21 additions & 21 deletions csrc/pythonInterface.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -175,45 +175,45 @@ void percentileClipping_g16(half* g, float* gnorm_vec, int step, const int n) {
}

void quantizeBlockwise_fp16(float* code, half* A, float* absmax, unsigned char* out, int blocksize, const int n) {
quantizeBlockwise<half, 0, General8bit>(code, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<half, 0, General8bit>(code, A, absmax, out, nullptr, 0, blocksize, n);
}

void quantizeBlockwise_fp16_fp4(float* code, half* A, float* absmax, unsigned char* out, int blocksize, const int n) {
quantizeBlockwise<half, 0, FP4>(NULL, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<half, 0, FP4>(nullptr, A, absmax, out, nullptr, 0, blocksize, n);
}

void quantizeBlockwise_fp16_nf4(float* code, half* A, float* absmax, unsigned char* out, int blocksize, const int n) {
quantizeBlockwise<half, 0, NF4>(NULL, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<half, 0, NF4>(nullptr, A, absmax, out, nullptr, 0, blocksize, n);
}

void quantizeBlockwise_bf16(
float* code, __nv_bfloat16* A, float* absmax, unsigned char* out, int blocksize, const int n
) {
quantizeBlockwise<__nv_bfloat16, 0, General8bit>(code, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<__nv_bfloat16, 0, General8bit>(code, A, absmax, out, nullptr, 0, blocksize, n);
}

void quantizeBlockwise_bf16_fp4(
float* code, __nv_bfloat16* A, float* absmax, unsigned char* out, int blocksize, const int n
) {
quantizeBlockwise<__nv_bfloat16, 0, FP4>(NULL, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<__nv_bfloat16, 0, FP4>(nullptr, A, absmax, out, nullptr, 0, blocksize, n);
}

void quantizeBlockwise_bf16_nf4(
float* code, __nv_bfloat16* A, float* absmax, unsigned char* out, int blocksize, const int n
) {
quantizeBlockwise<__nv_bfloat16, 0, NF4>(NULL, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<__nv_bfloat16, 0, NF4>(nullptr, A, absmax, out, nullptr, 0, blocksize, n);
}

void quantizeBlockwise_fp32(float* code, float* A, float* absmax, unsigned char* out, int blocksize, const int n) {
quantizeBlockwise<float, 0, General8bit>(code, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<float, 0, General8bit>(code, A, absmax, out, nullptr, 0, blocksize, n);
}

void quantizeBlockwise_fp32_fp4(float* code, float* A, float* absmax, unsigned char* out, int blocksize, const int n) {
quantizeBlockwise<float, 0, FP4>(NULL, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<float, 0, FP4>(nullptr, A, absmax, out, nullptr, 0, blocksize, n);
}

void quantizeBlockwise_fp32_nf4(float* code, float* A, float* absmax, unsigned char* out, int blocksize, const int n) {
quantizeBlockwise<float, 0, NF4>(NULL, A, absmax, out, NULL, 0, blocksize, n);
quantizeBlockwise<float, 0, NF4>(nullptr, A, absmax, out, nullptr, 0, blocksize, n);
}

void dequantizeBlockwise_fp16(
Expand All @@ -225,13 +225,13 @@ void dequantizeBlockwise_fp16(
void dequantizeBlockwise_fp16_fp4(
float* code, unsigned char* A, float* absmax, half* out, int blocksize, const int n, cudaStream_t stream
) {
dequantizeBlockwise<half, FP4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<half, FP4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_fp16_nf4(
float* code, unsigned char* A, float* absmax, half* out, int blocksize, const int n, cudaStream_t stream
) {
dequantizeBlockwise<half, NF4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<half, NF4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_fp32(
Expand All @@ -243,13 +243,13 @@ void dequantizeBlockwise_fp32(
void dequantizeBlockwise_fp32_fp4(
float* code, unsigned char* A, float* absmax, float* out, int blocksize, const int n, cudaStream_t stream
) {
dequantizeBlockwise<float, FP4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<float, FP4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_fp32_nf4(
float* code, unsigned char* A, float* absmax, float* out, int blocksize, const int n, cudaStream_t stream
) {
dequantizeBlockwise<float, NF4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<float, NF4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_bf16(
Expand All @@ -261,13 +261,13 @@ void dequantizeBlockwise_bf16(
void dequantizeBlockwise_bf16_fp4(
float* code, unsigned char* A, float* absmax, __nv_bfloat16* out, int blocksize, const int n, cudaStream_t stream
) {
dequantizeBlockwise<__nv_bfloat16, FP4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<__nv_bfloat16, FP4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_bf16_nf4(
float* code, unsigned char* A, float* absmax, __nv_bfloat16* out, int blocksize, const int n, cudaStream_t stream
) {
dequantizeBlockwise<__nv_bfloat16, NF4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<__nv_bfloat16, NF4>(nullptr, A, absmax, out, blocksize, n, stream);
}

int igemmlt_32(
Expand Down Expand Up @@ -323,13 +323,13 @@ void dequantizeBlockwise_fp16(
void dequantizeBlockwise_fp16_fp4(
float* code, unsigned char* A, float* absmax, sycl::half* out, int blocksize, const int n, sycl::queue* stream
) {
dequantizeBlockwise<sycl::half, FP4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<sycl::half, FP4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_fp16_nf4(
float* code, unsigned char* A, float* absmax, sycl::half* out, int blocksize, const int n, sycl::queue* stream
) {
dequantizeBlockwise<sycl::half, NF4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<sycl::half, NF4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_fp32(
Expand All @@ -341,13 +341,13 @@ void dequantizeBlockwise_fp32(
void dequantizeBlockwise_fp32_fp4(
float* code, unsigned char* A, float* absmax, float* out, int blocksize, const int n, sycl::queue* stream
) {
dequantizeBlockwise<float, FP4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<float, FP4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_fp32_nf4(
float* code, unsigned char* A, float* absmax, float* out, int blocksize, const int n, sycl::queue* stream
) {
dequantizeBlockwise<float, NF4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<float, NF4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_bf16(
Expand All @@ -361,14 +361,14 @@ void dequantizeBlockwise_bf16_fp4(
float* code, unsigned char* A, float* absmax, sycl::ext::oneapi::bfloat16* out, int blocksize, const int n,
sycl::queue* stream
) {
dequantizeBlockwise<sycl::ext::oneapi::bfloat16, FP4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<sycl::ext::oneapi::bfloat16, FP4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void dequantizeBlockwise_bf16_nf4(
float* code, unsigned char* A, float* absmax, sycl::ext::oneapi::bfloat16* out, int blocksize, const int n,
sycl::queue* stream
) {
dequantizeBlockwise<sycl::ext::oneapi::bfloat16, NF4>(NULL, A, absmax, out, blocksize, n, stream);
dequantizeBlockwise<sycl::ext::oneapi::bfloat16, NF4>(nullptr, A, absmax, out, blocksize, n, stream);
}

void gemv_4bit_inference_fp16(
Expand Down