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fix(example): correct GFLOPs label to GFLOPS #2660

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fix(example): correct GFLOPs label to GFLOPS #2660

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4 changes: 2 additions & 2 deletions examples/09_turing_tensorop_conv2dfprop/turing_tensorop_conv2dfprop.cu
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Original file line number Diff line number Diff line change
Expand Up @@ -404,7 +404,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,H,W,C,K,R,S,Runtime,GFLOPs";
out << "Layer,N,H,W,C,K,R,S,Runtime,GFLOPS";

return out;
}
Expand Down Expand Up @@ -662,7 +662,7 @@ Result profile_convolution(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down
4 changes: 2 additions & 2 deletions examples/10_planar_complex/planar_complex.cu
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Expand Up @@ -416,7 +416,7 @@ public:
return result;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down Expand Up @@ -476,7 +476,7 @@ public:
}

std::cout << "Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout << " GFLOPs: " << result.gflops << std::endl;
std::cout << " GFLOPS: " << result.gflops << std::endl;

return result;
}
Expand Down
4 changes: 2 additions & 2 deletions examples/11_planar_complex_array/planar_complex_array.cu
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Expand Up @@ -477,7 +477,7 @@ public:
return result;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down Expand Up @@ -537,7 +537,7 @@ public:
}

std::cout << "Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout << " GFLOPs: " << result.gflops << std::endl;
std::cout << " GFLOPS: " << result.gflops << std::endl;

return result;
}
Expand Down
4 changes: 2 additions & 2 deletions examples/14_ampere_tf32_tensorop_gemm/ampere_tf32_tensorop_gemm.cu
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Expand Up @@ -369,7 +369,7 @@ int run(Options &options) {
return -1;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down Expand Up @@ -412,7 +412,7 @@ int run(Options &options) {

if (passed) {
std::cout << "Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout << " GFLOPs: " << result.gflops << std::endl;
std::cout << " GFLOPS: " << result.gflops << std::endl;
}

std::cout << (passed ? "Passed" : "Failed") << std::endl;
Expand Down
2 changes: 1 addition & 1 deletion examples/16_ampere_tensorop_conv2dfprop/ampere_tensorop_conv2dfprop.cu
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Original file line number Diff line number Diff line change
Expand Up @@ -499,7 +499,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,H,W,C,K,R,S,Runtime,GFLOPs";
out << "Layer,N,H,W,C,K,R,S,Runtime,GFLOPS";

return out;
}
Expand Down
4 changes: 2 additions & 2 deletions examples/21_quaternion_gemm/quaternion_gemm.cu
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Original file line number Diff line number Diff line change
Expand Up @@ -378,7 +378,7 @@ int run(Options options) {
return -1;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down Expand Up @@ -424,7 +424,7 @@ int run(Options options) {

if (passed) {
std::cout << "Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout << " GFLOPs: " << result.gflops << std::endl;
std::cout << " GFLOPS: " << result.gflops << std::endl;
}

std::cout << (passed ? "Passed" : "Failed") << std::endl;
Expand Down
4 changes: 2 additions & 2 deletions examples/22_quaternion_conv/quaternion_conv.cu
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Expand Up @@ -321,7 +321,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,H,W,C,K,R,S,Runtime,GFLOPs";
out << "Layer,N,H,W,C,K,R,S,Runtime,GFLOPS";

return out;
}
Expand Down Expand Up @@ -577,7 +577,7 @@ Result profile_convolution(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down
2 changes: 1 addition & 1 deletion examples/23_ampere_gemm_operand_reduction_fusion/ampere_gemm_operand_reduction_fusion.cu
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Expand Up @@ -678,7 +678,7 @@ Result profile(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);

// Cleanup
Expand Down
10 changes: 5 additions & 5 deletions examples/24_gemm_grouped/gemm_grouped.cu
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Expand Up @@ -268,7 +268,7 @@ struct Options {
output_file.open(output_path.c_str(), open_mode);

if (output_file.good() && open_mode != std::ios_base::app) {
output_file << "Tag,Provider,Kind,Groups,Runtime,GFLOPs\n";
output_file << "Tag,Provider,Kind,Groups,Runtime,GFLOPS\n";
}
}

Expand Down Expand Up @@ -1118,7 +1118,7 @@ public:
return result;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(this->options.iterations);
result.gflops = this->options.gflops(result.runtime_ms / 1000.0);

Expand All @@ -1139,7 +1139,7 @@ public:
std::cout << " " << this->options.problem_bins.size() << " batched GEMMs launched" << std::endl;
std::cout << std::endl;
std::cout << " " << "Batched Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout << " " << "Batched GFLOPs: " << result.gflops << std::endl;
std::cout << " " << "Batched GFLOPS: " << result.gflops << std::endl;

std::string provider = "CUTLASS";

Expand Down Expand Up @@ -1380,7 +1380,7 @@ public:
return result;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(this->options.iterations);
result.gflops = this->options.gflops(result.runtime_ms / 1000.0);

Expand Down Expand Up @@ -1413,7 +1413,7 @@ public:

std::cout << std::endl;
std::cout << " " << "Grouped Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout << " " << "Grouped GFLOPs: " << result.gflops << std::endl;
std::cout << " " << "Grouped GFLOPS: " << result.gflops << std::endl;
if (this->options.profile_initialization) {
std::cout << " " << "Init Runtime: " << result.initialization_time_ms << " ms" << std::endl;
}
Expand Down
4 changes: 2 additions & 2 deletions examples/25_ampere_fprop_mainloop_fusion/ampere_3d_fprop_mainloop_fusion.cu
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Expand Up @@ -347,7 +347,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,D,H,W,C,K,T,R,S,Stride_D,Stride_H,Stride_W,Runtime,GFLOPs";
out << "Layer,N,D,H,W,C,K,T,R,S,Stride_D,Stride_H,Stride_W,Runtime,GFLOPS";

return out;
}
Expand Down Expand Up @@ -659,7 +659,7 @@ Result profile_convolution(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down
4 changes: 2 additions & 2 deletions examples/25_ampere_fprop_mainloop_fusion/ampere_fprop_mainloop_fusion.cu
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Original file line number Diff line number Diff line change
Expand Up @@ -340,7 +340,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,H,W,C,K,R,S,Stride_H,Stride_W,Runtime,GFLOPs";
out << "Layer,N,H,W,C,K,R,S,Stride_H,Stride_W,Runtime,GFLOPS";

return out;
}
Expand Down Expand Up @@ -651,7 +651,7 @@ Result profile_convolution(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down
4 changes: 2 additions & 2 deletions examples/26_ampere_wgrad_mainloop_fusion/ampere_wgrad_mainloop_fusion.cu
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Expand Up @@ -337,7 +337,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,H,W,C,K,R,S,Stride_H,Stride_W,Runtime,GFLOPs";
out << "Layer,N,H,W,C,K,R,S,Stride_H,Stride_W,Runtime,GFLOPS";

return out;
}
Expand Down Expand Up @@ -649,7 +649,7 @@ Result profile_convolution(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down
4 changes: 2 additions & 2 deletions ...ampere_3xtf32_fast_accurate_tensorop_gemm/27_ampere_3xtf32_fast_accurate_tensorop_gemm.cu
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Expand Up @@ -532,7 +532,7 @@ bool run(Options &options) {
return false;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.m = problem_size.m();
result.n = problem_size.n();
result.k = problem_size.k();
Expand Down Expand Up @@ -661,7 +661,7 @@ bool run(Options &options) {
std::cout.precision(4);
std::cout << "Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout.precision(2);
std::cout << "GFLOPs: " << result.gflops << std::endl;
std::cout << "GFLOPS: " << result.gflops << std::endl;
std::cout << "Normalized L2 norm of" << std::endl;
std::cout.precision(8);
std::cout << std::scientific
Expand Down
4 changes: 2 additions & 2 deletions ..._ampere_3xtf32_fast_accurate_tensorop_fprop/ampere_3xtf32_fast_accurate_tensorop_fprop.cu
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Expand Up @@ -333,7 +333,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,H,W,C,K,R,S,Runtime,GFLOPs,3xTF32_vs_FP64,1xTF32_vs_FP64,FP32_vs_FP64";
out << "Layer,N,H,W,C,K,R,S,Runtime,GFLOPS,3xTF32_vs_FP64,1xTF32_vs_FP64,FP32_vs_FP64";

return out;
}
Expand Down Expand Up @@ -559,7 +559,7 @@ Result profile_convolution(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down
4 changes: 2 additions & 2 deletions examples/29_ampere_3xtf32_fast_accurate_tensorop_complex_gemm/29_3xtf32_complex_gemm.cu
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Expand Up @@ -472,7 +472,7 @@ bool run(Options &options) {
return false;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.m = problem_size.m();
result.n = problem_size.n();
result.k = problem_size.k();
Expand Down Expand Up @@ -603,7 +603,7 @@ bool run(Options &options) {
std::cout.precision(4);
std::cout << "Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout.precision(2);
std::cout << "GFLOPs: " << result.gflops << std::endl;
std::cout << "GFLOPS: " << result.gflops << std::endl;
std::cout << "Normalized L2 norm of" << std::endl;
std::cout.precision(8);
std::cout << std::scientific
Expand Down
4 changes: 2 additions & 2 deletions examples/30_wgrad_split_k/30_wgrad_split_k.cu
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Original file line number Diff line number Diff line change
Expand Up @@ -364,7 +364,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,H,W,C,K,R,S,Stride_H,Stride_W,Runtime,GFLOPs";
out << "Layer,N,H,W,C,K,R,S,Stride_H,Stride_W,Runtime,GFLOPS";

return out;
}
Expand Down Expand Up @@ -674,7 +674,7 @@ Result profile_convolution(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down
4 changes: 2 additions & 2 deletions examples/34_transposed_conv2d/34_transposed_conv2d.cu
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Expand Up @@ -302,7 +302,7 @@ struct Result {
out << "Name,";
}

out << "Layer,N,H,W,C,K,R,S,Stride_H,Stride_W,Runtime,GFLOPs";
out << "Layer,N,H,W,C,K,R,S,Stride_H,Stride_W,Runtime,GFLOPS";

return out;
}
Expand Down Expand Up @@ -574,7 +574,7 @@ Result profile_convolution(Options const &options) {
return result;
}

// Print average runtime and GFLOPs.
// Print average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand Down
2 changes: 1 addition & 1 deletion examples/35_gemm_softmax/gemm_softmax.cu
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Expand Up @@ -675,7 +675,7 @@ struct Testbed {

std::cout << " Runtime: " << elapsed_ms_per_iter << " ms\n" << std::endl;

std::cout << " GFLOPs: " << gflops_per_second << " GFLOPs" << std::endl;
std::cout << " GFLOPS: " << gflops_per_second << " GFLOPS" << std::endl;
std::cout << "Memory bandwidth: " << gbytes_per_second << " GiB/s" << std::endl;

return true;
Expand Down
4 changes: 2 additions & 2 deletions examples/36_gather_scatter_fusion/gather_scatter_fusion.cu
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Expand Up @@ -489,7 +489,7 @@ int run(Options &options) {
return -1;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(options.iterations);
result.gflops = options.gflops(result.runtime_ms / 1000.0);

Expand All @@ -499,7 +499,7 @@ int run(Options &options) {
}

std::cout << "Runtime: " << result.runtime_ms << " ms\n";
std::cout << " GFLOPs: " << result.gflops << "\n";
std::cout << " GFLOPS: " << result.gflops << "\n";

return 0;
}
Expand Down
2 changes: 1 addition & 1 deletion examples/37_gemm_layernorm_gemm_fusion/gemm_layernorm.cu
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Expand Up @@ -885,7 +885,7 @@ struct Testbed {
<< std::endl;

std::cout << " Runtime / iteration: " << elapsed_ms_per_iter << " ms\n" << std::endl;
std::cout << " GFLOPs: " << gflops_per_second << " GFLOPs" << std::endl;
std::cout << " GFLOPS: " << gflops_per_second << " GFLOPS" << std::endl;

return true;
}
Expand Down
8 changes: 4 additions & 4 deletions examples/38_syr2k_grouped/syr2k_grouped.cu
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Expand Up @@ -242,7 +242,7 @@ struct Options {
output_file.open(output_path.c_str(), open_mode);

if (output_file.good() && open_mode != std::ios_base::app) {
output_file << "Tag,Provider,Kind,Groups,Runtime,GFLOPs\n";
output_file << "Tag,Provider,Kind,Groups,Runtime,GFLOPS\n";
}
}

Expand Down Expand Up @@ -994,7 +994,7 @@ public:
return result;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(this->options.iterations);
result.gflops = this->options.gflops(result.runtime_ms / 1000.0);

Expand Down Expand Up @@ -1246,7 +1246,7 @@ public:
return result;
}

// Compute average runtime and GFLOPs.
// Compute average runtime and GFLOPS.
result.runtime_ms = double(runtime_ms) / double(this->options.iterations);
result.gflops = this->options.gflops(result.runtime_ms / 1000.0);

Expand Down Expand Up @@ -1279,7 +1279,7 @@ public:

std::cout << std::endl;
std::cout << " " << "Grouped Runtime: " << result.runtime_ms << " ms" << std::endl;
std::cout << " " << "Grouped GFLOPs: " << result.gflops << std::endl;
std::cout << " " << "Grouped GFLOPS: " << result.gflops << std::endl;
if (this->options.profile_initialization) {
std::cout << " " << "Init Runtime: " << result.initialization_time_ms << " ms" << std::endl;
}
Expand Down
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