Removed debugging statement.
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@ -3628,8 +3628,6 @@ template <typename T, int THREADS, int BITS> __global__ void kgemm_4bit_inferenc
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#pragma unroll
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#pragma unroll
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for(int k = 0; k < num_values_4bit; k++)
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for(int k = 0; k < num_values_4bit; k++)
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{
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{
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if((float)local_A[k] < -10.0f || (float)local_B[k] < -10.0f || local_C > 10.0f)
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printf("%f %f = %f\n", (float)local_A[k], (float)local_B[k], local_C);
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#if __CUDA_ARCH__ >= 800
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#if __CUDA_ARCH__ >= 800
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local_C += (float)(local_A[k]*local_B[k]);
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local_C += (float)(local_A[k]*local_B[k]);
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#else
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#else
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@ -2442,7 +2442,7 @@ def test_gemv_4bit(dtype, storage_type, double_quant):
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assert sum(relerrs)/len(relerrs)/math.sqrt(dim) < 0.0005
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assert sum(relerrs)/len(relerrs)/math.sqrt(dim) < 0.0005
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elif dtype == torch.float32:
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elif dtype == torch.float32:
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assert sum(errs)/len(errs)/math.sqrt(dim) < 5e-8
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assert sum(errs)/len(errs)/math.sqrt(dim) < 5e-8
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assert sum(relerrs)/len(relerrs)/math.sqrt(dim) < 1e-8
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assert sum(relerrs)/len(relerrs)/math.sqrt(dim) < 1e-7
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elif dtype == torch.bfloat16:
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elif dtype == torch.bfloat16:
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assert sum(errs)/len(errs)/math.sqrt(dim) < 3e-4
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assert sum(errs)/len(errs)/math.sqrt(dim) < 3e-4
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assert sum(relerrs)/len(relerrs)/math.sqrt(dim) < 0.003
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assert sum(relerrs)/len(relerrs)/math.sqrt(dim) < 0.003
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