@@ -52,5 +52,5 @@ def autobatch(model, imgsz=640, fraction=0.9, batch_size=16): | |||
batch_sizes = batch_sizes[:len(y)] | |||
p = np.polyfit(batch_sizes, y, deg=1) # first degree polynomial fit | |||
b = int((f * fraction - p[1]) / p[0]) # y intercept (optimal batch size) | |||
print(f'{prefix}Using colorstr(batch-size {b}) for {d} {t * fraction:.3g}G/{t:.3g}G ({fraction * 100:.0f}%)') | |||
print(f'{prefix}Using batch-size {b} for {d} {t * fraction:.3g}G/{t:.3g}G ({fraction * 100:.0f}%)') | |||
return b |