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4 changes: 2 additions & 2 deletions test.sh
Original file line number Diff line number Diff line change
Expand Up @@ -4,8 +4,8 @@ OUTPUT_FILE=$1

touch $OUTPUT_FILE

echo "| Name | Data Type | Input Shapes | torch2trt kwargs | Max Error | Throughput (PyTorch) | Throughput (TensorRT) | Latency (PyTorch) | Latency (TensorRT) |" >> $OUTPUT_FILE
echo "|------|-----------|--------------|------------------|-----------|----------------------|-----------------------|-------------------|--------------------|" >> $OUTPUT_FILE
echo "| Name | Data Type | Input Shapes | torch2trt kwargs | Max Error | Peak Signal to Noise Ratio | Mean Squared Error | Throughput (PyTorch) | Throughput (TensorRT) | Latency (PyTorch) | Latency (TensorRT) |" >> $OUTPUT_FILE
echo "|------|-----------|--------------|------------------|-----------|----------------------------|--------------------|----------------------|-----------------------|-------------------|--------------------|" >> $OUTPUT_FILE

python3 -m torch2trt.test -o $OUTPUT_FILE --name alexnet --include=torch2trt.tests.torchvision.classification
python3 -m torch2trt.test -o $OUTPUT_FILE --name squeezenet1_0 --include=torch2trt.tests.torchvision.classification
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4 changes: 2 additions & 2 deletions torch2trt/test.py
Original file line number Diff line number Diff line change
Expand Up @@ -159,7 +159,7 @@ def run(self):
max_error,psnr_db,mse, fps, fps_trt, ms, ms_trt = run(test)

# write entry
line = '| %70s | %s | %25s | %s | %.2E | %.2f | %.2E | %.3g | %.3g | %.3g | %.3g |' % (name, test.dtype.__repr__().split('.')[-1], str(test.input_shapes), str(test.torch2trt_kwargs), max_error,psnr_db,mse, fps, fps_trt, ms, ms_trt)
line = '| %70s | %s | %25s | %s | %.2E | %.2f | %.2E | %.5g | %.5g | %.5g | %.5g |' % (name, test.dtype.__repr__().split('.')[-1], str(test.input_shapes), str(test.torch2trt_kwargs), max_error,psnr_db,mse, fps, fps_trt, ms, ms_trt)

if args.tolerance >= 0 and max_error > args.tolerance:
print(colored(line, 'yellow'))
Expand All @@ -171,7 +171,7 @@ def run(self):
print(line)
num_success += 1
except:
line = '| %s | %s | %s | %s | N/A | N/A | N/A | N/A | N/A |' % (name, test.dtype.__repr__().split('.')[-1], str(test.input_shapes), str(test.torch2trt_kwargs))
line = '| %s | %s | %s | %s | N/A | N/A | N/A | N/A | N/A | N/A | N/A |' % (name, test.dtype.__repr__().split('.')[-1], str(test.input_shapes), str(test.torch2trt_kwargs))
print(colored(line, 'red'))
num_error += 1
tb = traceback.format_exc()
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