def tensorboard_reconstruction(self, orig, recon):
# self.tb_writer.add_text(
# 'reconstruction/original', text_string="", global_step=self.epoch)
self.tb_writer.add_image(
"reconstruction/original", Drawing.from_tensor_prediction(orig).tensorboard_plot(), self.epoch)
# self.tb_writer.add_text(
# 'reconstruction/prediction', str(recon), self.epoch)
self.tb_writer.add_image(
"reconstruction/prediction", Drawing.from_tensor_prediction(recon).tensorboard_plot(), self.epoch)
self.tb_writer.flush()
def save_reconstruction(self, orig, recon):
original = Drawing.from_tensor_prediction(orig)
reconstruct = Drawing.from_tensor_prediction(recon)
plt.figure(figsize=(7, 4))
plt.suptitle(f"Epoch {self.epoch}")
plt.subplot(1, 2, 1)
plt.title("orig")
original.render_image(show=False)
plt.subplot(1, 2, 2)
plt.title("recon")
reconstruct.render_image(show=False)
plt.savefig(self.plots_dir + f"reconstruction_{self.epoch}.png", bbox_inches='tight', dpi=150)
plt.close()