1258 lines
95 KiB
JSON
1258 lines
95 KiB
JSON
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"traceback": [
|
|
" File \"/opt/services/comfyui/execution.py\", line 545, in execute\n output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)\n",
|
|
" File \"/opt/services/comfyui/execution.py\", line 344, in get_output_data\n return_values = await _async_map_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data)\n",
|
|
" File \"/opt/services/comfyui/execution.py\", line 318, in _async_map_node_over_list\n await process_inputs(input_dict, i)\n",
|
|
" File \"/opt/services/comfyui/execution.py\", line 306, in process_inputs\n result = f(**inputs)\n",
|
|
" File \"/opt/services/comfyui/nodes.py\", line 1657, in sample\n return common_ksampler(model, noise_seed, steps, cfg, sampler_name, scheduler, positive, negative, latent_image, denoise=denoise, disable_noise=disable_noise, start_step=start_at_step, last_step=end_at_step, force_full_denoise=force_full_denoise)\n",
|
|
" File \"/opt/services/comfyui/nodes.py\", line 1587, in common_ksampler\n samples = comfy.sample.sample(model, noise, steps, cfg, sampler_name, scheduler, positive, negative, latent_image,\n",
|
|
" File \"/opt/services/comfyui/comfy/sample.py\", line 82, in sample\n samples = sampler.sample(noise, positive, negative, cfg=cfg, latent_image=latent_image, start_step=start_step, last_step=last_step, force_full_denoise=force_full_denoise, denoise_mask=noise_mask, sigmas=sigmas, callback=callback, disable_pbar=disable_pbar, seed=seed)\n",
|
|
" File \"/opt/services/comfyui/comfy/samplers.py\", line 1463, in sample\n return sample(self.model, noise, positive, negative, cfg, self.device, sampler, sigmas, self.model_options, latent_image=latent_image, denoise_mask=denoise_mask, callback=callback, disable_pbar=disable_pbar, seed=seed)\n",
|
|
" File \"/opt/services/comfyui/comfy/samplers.py\", line 1353, in sample\n return cfg_guider.sample(noise, latent_image, sampler, sigmas, denoise_mask, callback, disable_pbar, seed)\n",
|
|
" File \"/opt/services/comfyui/comfy/samplers.py\", line 1335, in sample\n output = executor.execute(noise, latent_image, sampler, sigmas, denoise_mask, callback, disable_pbar, seed, latent_shapes=latent_shapes)\n",
|
|
" File \"/opt/services/comfyui/comfy/patcher_extension.py\", line 113, in execute\n return self.original(*args, **kwargs)\n",
|
|
" File \"/opt/services/comfyui/comfy/samplers.py\", line 1241, in outer_sample\n self.inner_model, self.conds, self.loaded_models = comfy.sampler_helpers.prepare_sampling(self.model_patcher, noise.shape, self.conds, self.model_options)\n",
|
|
" File \"/opt/services/comfyui/comfy/sampler_helpers.py\", line 186, in prepare_sampling\n return executor.execute(model, noise_shape, conds, model_options=model_options, force_full_load=force_full_load, force_offload=force_offload)\n",
|
|
" File \"/opt/services/comfyui/comfy/patcher_extension.py\", line 113, in execute\n return self.original(*args, **kwargs)\n",
|
|
" File \"/opt/services/comfyui/comfy/sampler_helpers.py\", line 201, in _prepare_sampling\n comfy.model_management.load_models_gpu([model] + models, memory_required=memory_required, minimum_memory_required=minimum_memory_required, force_full_load=force_full_load)\n",
|
|
" File \"/opt/services/comfyui/comfy/model_management.py\", line 1004, in load_models_gpu\n loaded_model.model_load(lowvram_model_memory, force_patch_weights=force_patch_weights)\n",
|
|
" File \"/opt/services/comfyui/comfy/model_management.py\", line 790, in model_load\n self.model_use_more_vram(use_more_vram, force_patch_weights=force_patch_weights)\n",
|
|
" File \"/opt/services/comfyui/comfy/model_management.py\", line 818, in model_use_more_vram\n return self.model.partially_load(self.device, extra_memory, force_patch_weights=force_patch_weights)\n",
|
|
" File \"/opt/services/comfyui/comfy/model_patcher.py\", line 1280, in partially_load\n raise e\n",
|
|
" File \"/opt/services/comfyui/comfy/model_patcher.py\", line 1277, in partially_load\n self.load(device_to, lowvram_model_memory=current_used + extra_memory, force_patch_weights=force_patch_weights, full_load=full_load)\n",
|
|
" File \"/opt/services/comfyui/comfy/model_patcher.py\", line 1075, in load\n self.patch_weight_to_device(key, device_to=device_to)\n",
|
|
" File \"/opt/services/comfyui/comfy/model_patcher.py\", line 928, in patch_weight_to_device\n return set_func(out_weight, inplace_update=inplace_update, seed=comfy.utils.string_to_seed(key), return_weight=return_weight)\n",
|
|
" File \"/opt/services/comfyui/comfy/ops.py\", line 1435, in set_weight\n weight = self.weight.requantize_from_float(weight, scale=\"recalculate\", stochastic_rounding=seed, inplace_ops=True).to(self.weight.dtype)\n",
|
|
" File \"/opt/services/comfyui/.venv/lib/python3.10/site-packages/comfy_kitchen/tensor/base.py\", line 309, in requantize_from_float\n return type(self).from_float(tensor, self._layout_cls, **qkwargs)\n",
|
|
" File \"/opt/services/comfyui/.venv/lib/python3.10/site-packages/comfy_kitchen/tensor/base.py\", line 239, in from_float\n qdata, params = get_layout_class(layout_cls).quantize(tensor, **kwargs)\n",
|
|
" File \"/opt/services/comfyui/comfy/quant_ops.py\", line 141, in quantize\n qdata = comfy.float.stochastic_rounding(tensor, dtype=cls.FP8_DTYPE, seed=stochastic_rounding)\n",
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" File \"/opt/services/comfyui/comfy/float.py\", line 77, in stochastic_rounding\n return _ck_stochastic_rounding_fp8(value, rng, dtype)\n",
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" File \"/opt/services/comfyui/.venv/lib/python3.10/site-packages/comfy_kitchen/__init__.py\", line 293, in stochastic_rounding_fp8\n return impl(**kwargs)\n",
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" File \"/opt/services/comfyui/.venv/lib/python3.10/site-packages/comfy_kitchen/backends/eager/quantization.py\", line 105, in stochastic_rounding_fp8\n abs_x[:] = calc_mantissa(abs_x, exponent, normal_mask, MANTISSA_BITS, EXPONENT_BIAS, rng)\n",
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" File \"/opt/services/comfyui/.venv/lib/python3.10/site-packages/comfy_kitchen/backends/eager/quantization.py\", line 68, in calc_mantissa\n mantissa_scaled = torch.where(\n"
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],
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"current_inputs": {
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"model": [
|
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"<comfy.model_patcher.ModelPatcher object at 0x7fa3102a9ab0>"
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],
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"latent_image": [
|
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"{'samples': tensor([[[[[-5.6515e+00, -6.4934e+00, -5.0018e+00, ..., 8.8235e+00, 2.0485e+01, -9.2848e+00],\n [-5.0057e+00, 9.7466e+00, -1.3708e+01, ..., -1.0289e+01, -4.3743e+00, -4.5899e+00],\n [-4.2034e-01, -8.1368e+00, 6.6225e+00, ..., 6.0664e+00, -1.1306e+01, 3.3021e+00],\n ...,\n [-1.2371e+01, -5.8256e+00, -2.9746e+01, ..., -8.6848e-01, -2.8609e+01, -6.9111e+00],\n [ 4.9142e+00, 1.7505e+00, -1.4650e+01, ..., -5.4202e+00, 1.8795e+00, 1.9967e+01],\n [ 1.7788e+00, -1.5419e+01, -7.1182e+00, ..., -1.7275e+01, -8.0670e-01, 1.3157e+01]],\n\n [[ 2.3247e+01, -2.2013e+01, -1.0328e-01, ..., -1.6215e+01, 4.0199e+00, 4.7800e+00],\n [-9.6192e+00, 8.6056e+00, -5.3052e-01, ..., 8.9694e-01, -2.0365e+00, 7.2536e+00],\n [-1.3388e+01, -1.3184e+01, 4.0698e+00, ..., 2.6711e+01, 1.8783e+01, 1.2362e+01],\n ...,\n [-2.7170e+01, -1.5333e+01, -1.3502e+01, ..., 7.3651e+00, -4.6931e+00, -3.1113e+00],\n [ 3.9177e+00, 2.5692e+00, 9.9568e-01, ..., -4.4008e+00, -1.7400e+01, -5.4426e+00],\n [ 5.5964e+00, 1.1758e+01, 1.0986e+01, ..., 5.4242e+00, -6.0987e-01, -3.3497e+00]],\n\n [[-6.9056e+00, 2.2901e+01, -2.8140e+01, ..., 6.3703e+00, -3.7931e-01, -3.2983e+00],\n [-2.2164e+01, 1.2369e+01, 2.3103e+01, ..., 3.7325e+00, -4.5863e+00, -1.5435e+01],\n [-5.0746e+00, 1.5215e+01, -1.0014e+01, ..., 2.5414e+01, 3.4073e+01, -6.4983e+00],\n ...,\n [-1.3220e+01, 1.4208e+01, 1.3226e+01, ..., -5.7427e+00, -5.2173e+00, -9.8258e+00],\n [-5.3425e+00, -2.5265e+01, -7.1852e+00, ..., -1.2768e+01, -1.4007e+01, 2.2132e+01],\n [-2.6396e+00, 1.0567e+01, 2.5672e+00, ..., -2.2681e+01, -8.5847e+00, -7.2509e+00]],\n\n ...,\n\n [[ 9.6419e+00, -2.2756e+01, 1.7279e+01, ..., 2.2302e+01, -2.2365e+01, 7.3278e+00],\n [-4.0752e+00, -1.3289e+01, 1.2002e+01, ..., -7.3551e+00, 1.0149e+00, -1.6396e+01],\n [-9.5826e+00, 1.2495e+01, -1.3181e+01, ..., 2.1775e+00, 1.1616e+01, 1.5260e+01],\n ...,\n [-1.6003e+01, 5.2301e+00, -7.6030e+00, ..., 4.5896e+00, -1.3716e+01, -2.4556e+00],\n [ 1.9444e+01, -1.6861e+01, 1.1613e+01, ..., -1.1264e+00, 1.7270e+01, -5.4029e+00],\n [-6.2547e-02, 1.9374e+01, -1.1633e+01, ..., -2.1941e+01, -1.1099e+00, 1.8327e+00]],\n\n [[-2.7687e+01, 9.5856e+00, 1.6594e+00, ..., 8.2082e+00, 3.1622e+01, 1.4436e+01],\n [ 3.4652e+00, 2.7006e+01, -1.2533e+01, ..., -1.7709e+01, 2.5326e+01, 3.3860e+00],\n [-2.0337e+01, 6.9487e+00, 2.2992e+01, ..., 1.5825e+01, -4.3396e+00, -1.6775e+01],\n ...,\n [-3.9000e+00, -1.0208e+01, -1.3326e+01, ..., -1.1483e+00, -2.6736e+01, 1.0042e+01],\n [-1.4525e+01, -1.1998e+01, 5.6876e+00, ..., -2.5362e+01, -1.1403e+01, -1.1937e+01],\n [-1.2799e+01, 8.7493e+00, -5.4708e+00, ..., 6.8947e-01, 2.0723e+01, -1.4729e+01]],\n\n [[ 6.2653e-01, 6.5078e+00, -1.0514e+01, ..., 9.0190e-01, 1.6413e-01, -2.4200e+00],\n [-2.5198e+01, 2.3999e+01, 9.3186e+00, ..., 2.3933e+00, -1.1572e+01, -1.3072e+01],\n [ 5.9592e+00, 7.0288e+00, 1.8338e+01, ..., 3.4369e+01, -1.5545e+01, -9.4333e+00],\n ...,\n [ 1.7413e+00, -2.0608e+01, -1.8825e+01, ..., -1.6196e+01, -9.6226e-01, 1.3304e+01],\n [ 2.2478e+00, -9.0804e+00, -1.0878e+01, ..., 2.9966e+01, -3.0389e+00, 1.2255e+01],\n [-2.2683e+00, -1.0410e+01, 5.4780e-01, ..., 9.2278e+00, -1.2438e+01, 4.3468e+01]]],\n\n\n [[[-7.2272e-01, -2.6360e+00, -5.1820e-01, ..., 4.8900e-01, 7.5816e+00, -8.9908e-01],\n [-2.8695e+00, -3.3512e+00, -7.0376e+00, ..., -4.4637e+00, -8.7499e+00, -2.0507e+00],\n [-4.4587e+00, 6.1306e+00, -3.6508e+00, ..., -1.2305e+01, 6.7894e+00, -6.7291e+00],\n ...,\n [-2.1054e-01, -3.1006e+00, 1.8062e+00, ..., 1.3208e+01, 1.6889e+00, -9.4529e+00],\n [-8.0092e+00, -5.0461e+00, -6.1438e+00, ..., 2.9582e+00, 5.7985e+00, -3.3167e+00],\n [ 1.4224e+01, -2.4514e-01, -7.0901e+00, ..., -8.6691e+00, 1.5885e+00, 1.6130e+01]],\n\n [[ 4.9986e+00, 2.9858e+00, 1.9214e+00, ..., -2.3062e+00, -3.4549e-01, 8.8020e+00],\n [-1.0212e+00, -9.6187e-01, 2.7493e+00, ..., -3.6287e+00, 9.8687e-02, 1.6023e+00],\n [-9.8210e+00, -8.6000e+00, -1.4761e+01, ..., -1.4640e+00, -2.2469e+00, 7.3025e+00],\n ...,\n [ 5.0583e+00, 1.3499e+00, -4.1925e+00, ..., 5.0827e+00, -9.9378e+00, -1.0875e+00],\n [-1.0179e+01, 6.5297e+00, 9.4229e+00, ..., -7.7637e-01, -4.8726e-01, 3.3267e+00],\n [-1.9426e+01, -5.9954e+00, 4.1697e+00, ..., -2.2931e+00, 1.8848e+00, -6.5247e+00]],\n\n [[-2.0664e+00, -1.5906e+01, -6.9579e+00, ..., 1.6326e+00, 5.1066e+00, 4.8045e+00],\n [-4.0991e+00, 3.8062e+00, -2.0628e+00, ..., 7.0613e+00, -1.0651e+01, 3.3748e+00],\n [-9.4541e+00, -2.1165e+01, 2.1795e+00, ..., -3.7188e-01, -1.1021e+01, 1.6115e+00],\n ...,\n [-8.4093e-01, -2.3914e+00, -6.7042e+00, ..., -6.4373e+00, -1.0446e+01, 3.5724e+00],\n [-4.7124e+00, -8.6659e-01, -3.9331e-01, ..., 1.0047e+00, -7.2144e+00, 3.0218e+00],\n [ 1.0170e+00, 2.7835e+00, 1.3308e+01, ..., -7.2515e+00, -1.9715e+00, 7.2432e+00]],\n\n ...,\n\n [[-5.0636e+00, 2.8963e+00, -9.7965e+00, ..., 6.8025e-01, -1.0749e+01, 3.2161e+00],\n [-1.7107e+00, 8.9560e+00, -3.7905e+00, ..., 1.3599e+00, -6.0038e+00, -4.7652e+00],\n [ 1.0015e+01, 1.0846e+01, 2.4210e+00, ..., -1.3329e+01, -1.1593e+01, 4.3795e-01],\n ...,\n [-5.5932e+00, -1.7789e+01, 4.4655e+00, ..., -1.4287e+01, -6.9635e+00, 6.8480e+00],\n [ 7.4595e+00, -9.9899e-02, -1.1186e+01, ..., -1.9514e+00, 1.0833e+01, -2.0939e+00],\n [-1.5524e+00, 1.1255e+01, -3.8737e-01, ..., -3.1753e+00, 6.2399e+00, -3.1387e+00]],\n\n [[ 6.9344e-01, -1.2175e+01, 7.6097e+00, ..., -4.1904e+00, -1.1619e+01, -8.7015e+00],\n [ 1.4205e+00, -1.8144e+00, 4.9791e+00, ..., -2.7310e-01, -1.1827e+01, -1.2082e+01],\n [ 1.5687e+01, 3.7777e+00, -7.3504e+00, ..., -1.2550e-01, -8.7144e+00, -1.2042e+01],\n ...,\n [ 1.3724e+01, -6.9893e+00, -4.2546e+00, ..., 1.2432e+01, 6.5132e-01, 1.2060e+01],\n [ 5.3166e+00, 6.7604e+00, 2.7648e+00, ..., -1.5341e+01, -6.3261e-01, 2.2825e+00],\n [ 1.2330e+01, 4.9816e+00, 1.2207e+00, ..., -6.0486e+00, -7.2015e+00, -2.9488e+00]],\n\n [[-3.8837e+00, -1.0817e+01, -5.9636e+00, ..., -6.1636e+00, -1.7557e+01, -3.1152e+00],\n [-5.4058e-01, 6.3367e+00, -2.4230e+00, ..., -3.5920e+00, -2.3653e+00, 1.5403e+00],\n [-4.1530e+00, -8.8237e+00, -4.4150e+00, ..., 3.8660e+00, -8.9862e+00, -8.5489e+00],\n ...,\n [-4.1409e+00, -3.0747e+00, -1.4630e+01, ..., -5.0854e+00, -1.0078e+01, 9.0609e+00],\n [-5.6763e+00, 1.2423e+00, 7.2562e+00, ..., -1.0074e+00, -6.0350e+00, 3.4915e+00],\n [-3.7677e+00, -5.5140e+00, -4.8806e-01, ..., 2.8757e+00, -5.5285e+00, -8.0155e+00]]],\n\n\n [[[ 1.7297e+01, -7.7493e+00, 1.6598e+01, ..., -1.7038e+01, -3.8115e+00, -1.2892e+01],\n [ 8.8654e+00, -6.6370e+00, -5.2982e+00, ..., 5.8658e+00, 3.0987e-01, -1.8021e+01],\n [ 4.0894e+00, -9.1628e+00, -1.1151e+01, ..., -1.1492e+00, 1.6182e+01, -3.2474e+00],\n ...,\n [ 1.9873e+01, -1.3203e+01, 2.4427e-01, ..., 4.7756e+00, -7.4371e+00, -8.4134e+00],\n [-3.0059e+00, -6.7154e+00, 1.8435e+01, ..., -2.7501e-01, 6.6222e+00, -4.6710e+00],\n [-9.2374e+00, 6.0249e+00, 1.2377e+01, ..., -2.9092e+00, -5.2459e+00, -2.3012e+01]],\n\n [[ 2.2088e+00, -7.6575e+00, 2.3894e+00, ..., -4.9165e+00, 5.8685e+00, -2.2587e+01],\n [ 3.9899e+00, -1.6637e+01, 9.0694e+00, ..., -2.9439e+01, 5.1436e+00, 8.2393e+00],\n [-1.7990e+00, 5.3983e+00, -6.7535e+00, ..., -1.9334e+01, 5.1615e+00, 2.4661e+01],\n ...,\n [-1.2800e+00, 1.4503e+01, -2.2814e+01, ..., -7.8236e+00, -4.7180e+00, 7.5801e+00],\n [-3.7071e+00, 1.6137e+01, -5.3917e+00, ..., 6.8816e+00, -4.6396e+00, -2.2807e+01],\n [-1.3809e+01, -6.6750e+00, 5.3387e+00, ..., -9.1026e-03, -1.7958e+00, 1.8186e+01]],\n\n [[-6.8056e+00, 3.7972e+00, 8.9884e+00, ..., -1.6864e+00, -1.5152e+01, 8.8371e+00],\n [ 2.8117e+00, -9.9849e+00, -5.4122e+00, ..., -1.2769e+01, -8.0462e+00, -8.9059e+00],\n [ 2.0359e+00, -1.7460e+01, -2.3180e+01, ..., -1.4898e+00, 4.9568e+00, -3.9648e+00],\n ...,\n [-1.1209e+01, 6.5342e+00, 9.3844e+00, ..., -5.4220e+00, -4.6209e+00, -1.0785e+01],\n [ 8.1003e+00, 1.6551e+01, 1.5375e+01, ..., -2.2899e+01, -8.9052e+00, -1.7552e-01],\n [-2.5257e-01, 5.3343e+00, -1.4944e+01, ..., -2.8425e+00, 3.5329e+00, 7.8498e+00]],\n\n ...,\n\n [[ 4.3482e+00, 1.0168e+00, -3.3344e+00, ..., -7.3211e+00, 9.8302e-01, -1.4544e+00],\n [-3.9205e+00, -8.7276e+00, 3.4016e+01, ..., 1.0495e+01, -1.7505e+00, 3.1234e+01],\n [-1.5029e+01, 6.0424e+00, 2.6093e+00, ..., -1.6784e+01, -4.7026e+00, 2.4730e+00],\n ...,\n [ 1.7428e+01, -1.7786e-01, 4.5271e+00, ..., 1.4653e+01, 5.7020e+00, 1.1724e+01],\n [-1.6155e+01, -8.2472e+00, 3.6079e+00, ..., -8.2084e+00, 5.9708e+00, 9.1614e+00],\n [ 1.7735e+01, 1.6589e+01, -4.5135e+00, ..., -2.2122e+01, -8.4332e+00, 3.5419e+00]],\n\n [[-1.1290e+01, -5.3834e+00, -8.0772e+00, ..., -8.7410e+00, -1.1200e+01, -2.5258e+00],\n [ 9.6357e-01, 1.5743e+01, 7.3161e+00, ..., -1.2760e+01, 1.4469e+01, -1.7030e+01],\n [-1.2722e+01, -2.4484e+00, -8.1776e+00, ..., -1.1933e+00, 1.0651e+01, 7.9069e-01],\n ...,\n [ 1.9953e+00, 1.2048e+00, 1.4774e+01, ..., 4.0702e+00, -4.6941e+00, -1.2588e+00],\n [-2.2719e+00, -1.2185e+01, -6.7442e+00, ..., -1.7580e+01, -2.4329e+00, 1.2029e+01],\n [-3.8343e+00, -9.1487e+00, -7.3556e+00, ..., 1.3544e+01, 1.1684e+01, -7.6228e+00]],\n\n [[-2.4310e+01, 1.4210e+01, 1.1614e+01, ..., -6.5709e+00, 9.5753e+00, -1.4307e+01],\n [-1.4063e+01, 6.9961e+00, 2.9941e+01, ..., -3.2525e+00, -3.1140e+01, -7.5582e+00],\n [ 9.6810e+00, -2.4329e+01, -9.4158e-01, ..., 9.2487e-01, -3.1260e+00, -2.6494e+01],\n ...,\n [ 7.7978e+00, 1.5179e+00, -1.6014e+01, ..., 2.6559e+01, -2.9563e+00, -5.3910e+00],\n [ 7.5632e+00, 1.7222e+01, -6.2558e-01, ..., -8.9848e+00, -1.4531e+01, 9.0724e+00],\n [ 5.5636e+00, 2.6581e+00, -2.7717e+00, ..., 2.9909e+00, -4.1246e+00, 1.2137e+01]]],\n\n\n ...,\n\n\n [[[-2.9508e-01, 2.5756e+00, -1.4760e+01, ..., -2.0755e+00, 3.9894e+00, 9.0576e+00],\n [-4.5481e+00, 8.2518e-01, -1.8383e+00, ..., 8.8262e+00, 2.9717e-01, -3.3317e+00],\n [ 9.7767e-02, 7.6621e+00, -7.0801e+00, ..., -1.2408e+01, 8.3345e+00, -2.1768e+00],\n ...,\n [ 2.8752e+00, -7.3369e+00, -8.6004e-01, ..., 3.1355e+00, -1.1192e+00, 6.3261e+00],\n [-9.0683e+00, 8.0106e+00, 3.9147e+00, ..., 1.3239e+00, 7.8511e-02, 7.3534e+00],\n [ 1.9867e+00, 5.0854e+00, -1.5516e-01, ..., -2.1599e+00, -5.5649e+00, 6.8921e-01]],\n\n [[-1.0197e+01, 2.0277e+00, 8.6438e+00, ..., 3.2469e+00, -2.8319e+00, 9.1108e-01],\n [ 4.8277e+00, -2.9849e+00, -2.3207e+00, ..., 5.4737e+00, 1.1416e+01, 5.1248e+00],\n [-3.4815e+00, 9.1278e-01, 2.9825e+00, ..., 4.7470e+00, 2.2727e+00, -5.1682e+00],\n ...,\n [ 3.8320e+00, -1.7592e+00, -4.0401e-01, ..., 3.0804e+00, 4.1227e-01, 2.2153e+00],\n [ 2.2353e+00, -2.4211e+00, 1.8110e+00, ..., 2.3806e+00, -3.3466e+00, 3.3970e+00],\n [ 2.4476e+00, -6.3353e+00, -1.3102e+00, ..., -3.6640e+00, 2.6458e+00, -4.4137e+00]],\n\n [[-2.9490e+00, 7.7609e+00, 1.9429e+00, ..., 1.3360e+00, 1.2250e+01, 8.4833e+00],\n [ 6.9124e-01, 9.2040e-01, -1.6843e+00, ..., 4.7928e+00, -6.8087e+00, -4.9693e+00],\n [-3.4313e+00, 1.2323e+01, 2.0383e+00, ..., -1.5673e+00, 7.4772e+00, 2.9716e-01],\n ...,\n [-4.8221e+00, 3.6846e+00, -7.0312e+00, ..., 1.6598e-01, 9.8893e-02, -4.9763e+00],\n [-3.9708e+00, 8.6829e-01, -5.4796e+00, ..., -1.1560e+00, 7.6136e+00, 1.1359e+01],\n [ 2.3415e+00, 5.4338e+00, -1.2955e+00, ..., 1.7829e+00, 6.7275e-01, -5.3122e+00]],\n\n ...,\n\n [[-5.2084e+00, -4.1231e+00, 3.1498e+00, ..., 1.1202e+00, -4.0680e+00, 2.8875e+00],\n [ 1.3587e+00, -4.3555e+00, -6.4227e+00, ..., 4.2383e+00, 9.4244e+00, -3.1386e+00],\n [ 1.8147e+00, -1.3687e+00, -7.3396e-01, ..., -7.0342e+00, -3.5595e+00, 6.3855e+00],\n ...,\n [ 3.4235e+00, 8.8034e+00, -4.6607e+00, ..., 3.6447e+00, -3.2617e+00, -1.5267e+00],\n [ 4.5152e+00, -1.1423e+01, -1.8770e-01, ..., 1.0778e+01, 2.2009e+00, -7.6185e+00],\n [ 1.7657e+00, -2.8101e+00, -8.7462e+00, ..., 1.7554e+00, -2.1563e+00, -1.3649e+00]],\n\n [[ 5.8808e+00, -5.3207e+00, -7.7870e-01, ..., -4.3266e+00, -3.3893e+00, 8.0464e+00],\n [ 5.1111e+00, -8.2960e+00, -2.1235e+00, ..., -2.4845e+00, 9.9558e+00, -7.1823e-01],\n [ 3.9338e+00, 1.8578e+00, 1.6810e+00, ..., -1.1116e+01, -5.3105e+00, 4.5001e+00],\n ...,\n [-7.3001e+00, -1.2804e+00, 5.2884e+00, ..., -1.3976e+00, 7.7454e+00, 1.2291e+01],\n [ 6.7976e-01, -7.8968e-01, -5.9031e+00, ..., 8.6727e+00, 6.7842e+00, 4.9013e+00],\n [-5.0648e-01, 6.1370e-01, 4.6679e+00, ..., 2.3558e+00, 6.0283e+00, -2.0803e+00]],\n\n [[ 5.4315e+00, -5.0938e+00, -1.3697e+00, ..., 3.6961e-01, 1.5928e+00, -7.3818e+00],\n [ 1.1912e+01, -4.3232e-02, 5.3613e+00, ..., 6.8138e+00, 2.2345e+00, 3.0731e+00],\n [ 4.2654e+00, -4.3672e-01, -5.1152e+00, ..., -3.4534e+00, -5.2211e+00, -4.5434e+00],\n ...,\n [ 9.6901e+00, -1.0143e+01, -1.8136e+00, ..., 8.7092e+00, 3.9307e+00, 3.6569e+00],\n [ 8.4674e-01, 2.0016e+00, 8.2475e+00, ..., 3.3401e+00, -5.6776e+00, 5.4691e-02],\n [-2.8788e+00, -3.5642e+00, 1.0725e+00, ..., -9.9071e+00, 1.4789e+01, 8.3370e+00]]],\n\n\n [[[-2.9643e+01, -2.3169e+00, 3.1239e+00, ..., 9.1790e-01, -6.4352e+00, 6.8640e+00],\n [-2.1047e+01, 9.1612e+00, 5.5893e+00, ..., 1.5207e+01, 1.2048e+00, 2.0288e+00],\n [-1.3636e+01, 6.5170e+00, 1.2751e+01, ..., 6.5907e+00, -1.2876e+01, -1.5915e+01],\n ...,\n [ 1.5346e+01, 8.9387e+00, -1.9608e+01, ..., -6.6578e+00, 3.1251e+00, -2.9075e+01],\n [ 1.1850e+01, 1.9009e+00, 2.7281e+00, ..., 2.3881e+01, 1.6892e+01, -3.0029e+00],\n [-1.6143e+01, -5.1378e+00, -9.2980e+00, ..., 1.1776e+01, 1.0241e+01, 9.4377e+00]],\n\n [[-8.2428e+00, 4.3382e+00, 3.9158e+00, ..., -7.0454e+00, -2.9871e+00, -1.8433e+01],\n [ 9.6806e+00, -6.1988e-02, -6.1514e+00, ..., 1.0032e+01, 2.1197e+01, -2.9183e+01],\n [-1.9755e+01, -1.2230e+01, 3.6085e+00, ..., -6.8725e+00, -8.9138e+00, -1.4456e+01],\n ...,\n [ 5.0497e+00, 2.8128e-01, -3.3281e+01, ..., 1.6739e+01, 5.6487e+00, 8.3492e+00],\n [-4.1956e+00, 4.2354e+00, 2.5436e+00, ..., 8.4191e-01, -1.1187e+01, -1.4661e+01],\n [ 4.1216e+00, -1.4509e+01, 9.9806e+00, ..., 1.0357e+00, -2.1610e+00, 7.5191e+00]],\n\n [[ 7.5541e+00, -1.8388e+01, 1.3027e+00, ..., -1.4527e+01, -1.1705e+01, -2.5485e+01],\n [-9.3238e+00, 4.2899e+00, -2.1585e+00, ..., -1.6981e+00, -6.2111e+00, -2.0572e+01],\n [ 2.3396e+01, -5.8854e+00, 1.7913e+01, ..., -2.3320e+01, -1.0144e+01, 8.5356e+00],\n ...,\n [ 1.1151e+01, -1.3249e+01, -8.9788e+00, ..., -1.8492e+01, -6.8177e+00, -1.2360e+01],\n [ 2.1060e+01, -3.9404e+00, -2.4564e+01, ..., -6.3536e+00, 1.0922e+01, 7.6276e+00],\n [ 1.3390e+01, 7.6358e+00, -8.6061e-01, ..., -9.0740e+00, -1.9830e+01, -6.6605e+00]],\n\n ...,\n\n [[ 2.4912e+00, -5.5920e+00, -1.7376e+01, ..., 2.0762e+01, -1.8122e+01, 8.6957e+00],\n [ 3.3022e+01, 2.0449e+01, 1.4368e-01, ..., 6.5012e+00, -1.5563e+01, -9.4576e+00],\n [ 1.4286e+01, -2.3681e+00, 2.0640e+01, ..., -4.9638e+00, 1.3230e+00, -1.5721e+01],\n ...,\n [-1.7588e+01, 1.8548e+01, 1.0104e+01, ..., -1.7142e+01, -2.4505e+01, 8.1275e+00],\n [-1.9663e+01, 4.0642e-01, 2.0865e+00, ..., -4.1480e+00, -1.2185e+01, -3.2540e+00],\n [ 1.1915e+01, -2.5111e+01, 2.8160e+01, ..., 5.1459e+00, -1.0161e+00, 1.4862e+01]],\n\n [[-1.5630e+01, -1.6317e+00, 3.2924e+00, ..., 1.6242e+01, -9.8000e+00, -2.0336e+01],\n [-1.8894e+01, -6.9799e+00, -1.4446e+01, ..., 9.8550e+00, 1.0806e+01, -2.3869e+01],\n [ 1.5166e+01, 1.5834e+01, -2.1417e+01, ..., 1.7704e+01, -4.2539e+00, -8.0343e+00],\n ...,\n [-4.2806e+01, 1.1682e+01, 2.2945e+01, ..., 8.2069e+00, 2.9964e+01, 6.1978e-01],\n [ 1.6094e+01, 5.7982e+00, -1.3798e+01, ..., -2.3069e+01, -5.7296e+00, 3.8881e+01],\n [-1.8988e+01, -5.5289e+00, -6.4047e-01, ..., -7.9066e+00, -1.1414e+01, 5.9091e-01]],\n\n [[-1.5925e+00, -2.2354e+01, -4.6433e+00, ..., -2.5272e+01, -1.3633e+01, 1.5590e+01],\n [ 1.6169e+01, -2.5975e+01, 1.3225e+01, ..., 7.8944e+00, 1.3063e+01, 2.9442e+01],\n [ 2.0679e+01, -1.7215e+01, 2.0334e+01, ..., 7.7564e-01, 2.8664e+01, 3.1646e+00],\n ...,\n [-4.4061e+00, 1.2642e+01, 8.9416e+00, ..., -2.4571e+00, 3.9184e+00, 1.4029e+00],\n [-2.1565e+01, 2.1478e+01, -2.8501e+00, ..., 1.3958e+00, 8.7771e+00, -4.4195e+00],\n [ 2.2337e+01, 2.1716e+01, 6.1837e+00, ..., 1.4319e+01, -5.0980e+00, -1.0693e+01]]],\n\n\n [[[-1.2031e+01, -5.5385e+00, -1.2883e+01, ..., -8.6333e+00, 9.9328e+00, 1.9498e+01],\n [ 4.4335e-01, 5.5088e+00, -1.4104e+00, ..., -1.8878e+01, 1.2469e+01, 4.1336e+00],\n [-9.8484e+00, 1.9933e+01, 2.5231e+00, ..., 1.9929e+00, -7.9926e+00, -7.2548e+00],\n ...,\n [ 7.6733e+00, -9.9066e+00, 4.0788e+00, ..., -2.1966e+00, -3.3610e+00, 1.1847e+00],\n [-1.1543e+01, 8.1769e+00, -1.6892e+00, ..., 7.7012e+00, -1.0110e+01, -6.1173e+00],\n [-1.4418e+01, 1.6542e+01, -7.9800e+00, ..., -2.6618e+00, -6.1620e-01, -1.2004e+01]],\n\n [[ 7.3107e+00, -5.8965e-01, 1.3649e+01, ..., 8.3671e+00, 1.3751e+01, -1.0686e+01],\n [-4.5230e+00, 3.8036e+00, -1.8461e+01, ..., -1.8820e+01, -4.2033e-01, 5.7592e+00],\n [ 6.1067e+00, 1.6051e+01, 1.9446e+01, ..., -5.3554e+00, 1.5720e+00, -1.2244e+00],\n ...,\n [ 1.1839e+01, -5.1724e+00, -1.1142e+01, ..., -3.9332e+00, -2.0223e-01, 8.2696e+00],\n [-4.0235e+00, -1.8247e+01, 1.1782e-01, ..., 1.0491e+01, -1.1535e+01, -2.8034e+00],\n [ 5.7403e-01, -7.2215e+00, 1.7341e+01, ..., -4.8562e+00, 1.1529e+01, -9.2474e+00]],\n\n [[-1.8381e+00, 6.8970e+00, -2.8880e-01, ..., 1.0958e+00, -1.4991e+01, 6.0077e+00],\n [-8.3994e+00, -1.0768e+00, 3.3642e+00, ..., -4.7378e+00, 3.9848e+00, -7.5015e+00],\n [-1.2097e+01, -1.0495e+01, -3.1586e+00, ..., 7.1134e+00, -2.0175e+01, 7.0673e+00],\n ...,\n [ 5.9838e+00, -1.7619e-02, -1.6227e+01, ..., -1.8977e+00, -1.1593e+01, -3.5562e+00],\n [ 1.0604e+00, 6.0120e+00, -8.8548e-01, ..., -8.7314e+00, 6.0577e+00, 8.6311e+00],\n [ 1.1823e+01, -7.4457e+00, -9.3243e-01, ..., 4.1087e+00, -8.2442e+00, -1.4012e+00]],\n\n ...,\n\n [[-1.0648e+01, 7.7501e+00, 5.0287e+00, ..., -1.0688e+01, 1.7052e+00, -8.9593e+00],\n [-2.4082e+01, -8.8421e-01, 1.3078e+01, ..., -7.5688e+00, 1.0177e+01, 7.2660e+00],\n [ 1.0561e+01, 5.5326e+00, -1.5461e+01, ..., -8.4408e+00, -6.2466e+00, -1.4960e+01],\n ...,\n [-2.4857e+01, -9.7692e+00, -6.4160e+00, ..., -8.6749e+00, 1.0943e+00, -1.3191e+01],\n [ 1.6379e+01, -5.5820e+00, 7.4747e+00, ..., -3.9517e+00, -9.7766e+00, -1.0833e-01],\n [ 5.7595e+00, -5.2022e-02, -3.8692e+00, ..., -1.8471e+01, 9.9060e+00, 9.8666e+00]],\n\n [[-1.3187e+01, -3.0033e+00, -1.9652e+01, ..., 1.8825e+01, -8.5315e-01, -3.0743e+00],\n [-2.8494e+00, -8.1033e+00, 1.6448e+00, ..., -2.5343e-01, -4.6970e+00, -8.0341e+00],\n [-4.3507e+00, -6.0602e+00, -1.0571e+01, ..., -8.0996e+00, 3.0469e-01, -3.2301e+00],\n ...,\n [-1.3323e+01, 9.8168e+00, -1.5685e+01, ..., -3.3386e+00, 1.0331e+01, -1.2657e+01],\n [ 9.6553e+00, -1.4572e+01, -5.1545e+00, ..., 6.9473e+00, -1.5799e+01, -2.9138e+01],\n [-6.3946e-01, 9.0619e-01, -5.0150e+00, ..., 1.1957e+00, -1.0877e+01, 2.2257e+01]],\n\n [[-2.2380e+01, -6.1042e+00, -1.6199e+00, ..., 1.7730e+00, -2.9190e+00, -1.0567e+00],\n [-6.5893e+00, 1.0506e+01, -5.5158e+00, ..., -1.6656e+01, -1.3519e+01, -1.7509e+01],\n [-8.6519e+00, -8.3606e-02, -1.1926e+01, ..., -8.5335e+00, -7.8628e+00, 7.0615e+00],\n ...,\n [ 5.9843e+00, -4.7046e+00, -1.6335e+01, ..., 1.5316e+01, 7.2737e+00, 6.8503e+00],\n [-8.5011e+00, -1.2421e+00, -1.4570e+01, ..., 6.9245e+00, 2.5773e+00, -1.1935e+01],\n [-1.5596e+01, -1.2918e+01, -4.7506e+00, ..., 8.4952e+00, 1.2108e+01, -5.9666e+00]]]]])}"
|
|
],
|
|
"add_noise": [
|
|
"disable"
|
|
],
|
|
"noise_seed": [
|
|
0
|
|
],
|
|
"start_at_step": [
|
|
2
|
|
],
|
|
"end_at_step": [
|
|
4
|
|
],
|
|
"return_with_leftover_noise": [
|
|
"disable"
|
|
],
|
|
"positive": [
|
|
"[[tensor([[[ 0.0013, 0.0588, -0.0677, ..., -0.0003, 0.0196, -0.0115],\n [ 0.0015, 0.0928, -0.0201, ..., -0.0002, 0.0318, 0.0982],\n [ 0.0016, 0.1137, 0.0871, ..., -0.0003, -0.0326, 0.1372],\n ...,\n [ 0.0000, 0.0000, 0.0000, ..., -0.0000, 0.0000, 0.0000],\n [ 0.0000, 0.0000, 0.0000, ..., -0.0000, 0.0000, 0.0000],\n [ 0.0000, 0.0000, 0.0000, ..., -0.0000, 0.0000, 0.0000]]]), {'pooled_output': None, 'concat_latent_image': tensor([[[[[ 0.5195, 0.4258, -0.1211, ..., 0.1748, 0.1025, 0.1885],\n [ 0.5234, 0.2500, -0.1738, ..., -0.0996, 0.0295, -0.0120],\n [ 0.6016, 0.4531, -0.1035, ..., 0.0090, 0.1709, 0.1094],\n ...,\n [ 0.0830, 0.0500, 0.1748, ..., -0.0967, -0.3047, -0.3691],\n [-0.3730, -0.4180, -0.5703, ..., -0.2393, -0.3652, -0.2695],\n [ 0.1475, 0.1182, 0.1973, ..., -0.2363, 0.0354, 0.0791]],\n\n [[ 1.7109, 1.9531, 1.7969, ..., 1.7656, 1.8516, 1.6875],\n [ 2.0156, 2.2656, 2.0781, ..., 2.0312, 2.1406, 1.9375],\n [ 1.9688, 2.2344, 2.1250, ..., 2.0781, 2.1406, 1.9141],\n ...,\n [ 1.8359, 2.1406, 2.1250, ..., 2.1406, 2.1875, 1.9531],\n [ 1.9141, 2.2188, 2.1719, ..., 2.1875, 2.2500, 1.9297],\n [ 1.6250, 1.8438, 1.7891, ..., 1.8047, 1.8672, 1.6016]],\n\n [[ 1.9297, 2.1406, 2.0312, ..., 1.9688, 2.0625, 1.9453],\n [ 2.0000, 2.0312, 1.9375, ..., 1.8828, 2.0000, 2.1094],\n [ 1.9297, 1.9844, 1.8984, ..., 1.8750, 2.0000, 2.1094],\n ...,\n [ 1.9453, 2.0469, 2.0312, ..., 2.0625, 2.1094, 2.1250],\n [ 2.0312, 2.1094, 2.0781, ..., 2.0312, 2.0781, 2.0469],\n [ 1.7500, 1.8594, 1.8672, ..., 1.8672, 1.8594, 1.8672]],\n\n ...,\n\n [[ 1.7578, 1.9062, 1.8906, ..., 1.8906, 1.9688, 2.0312],\n [ 1.6641, 1.6328, 1.6094, ..., 1.6172, 1.7188, 2.0156],\n [ 1.6094, 1.5859, 1.5703, ..., 1.5938, 1.6875, 2.0156],\n ...,\n [ 1.6562, 1.6328, 1.6250, ..., 1.6250, 1.7266, 2.0156],\n [ 1.7500, 1.6953, 1.6562, ..., 1.6797, 1.7422, 2.0000],\n [ 1.5391, 1.6016, 1.5938, ..., 1.6250, 1.6094, 1.7891]],\n\n [[ 1.7656, 1.9062, 1.8906, ..., 1.8906, 1.9688, 2.0312],\n [ 1.6641, 1.6328, 1.6172, ..., 1.6172, 1.7266, 2.0156],\n [ 1.6094, 1.5859, 1.5781, ..., 1.6016, 1.6875, 2.0156],\n ...,\n [ 1.6562, 1.6328, 1.6250, ..., 1.6250, 1.7188, 2.0156],\n [ 1.7500, 1.6953, 1.6562, ..., 1.6797, 1.7422, 2.0000],\n [ 1.5391, 1.6016, 1.5938, ..., 1.6250, 1.6094, 1.7891]],\n\n [[ 1.7656, 1.9141, 1.8906, ..., 1.8906, 1.9688, 2.0312],\n [ 1.6641, 1.6328, 1.6172, ..., 1.6172, 1.7188, 2.0312],\n [ 1.6094, 1.5859, 1.5781, ..., 1.6016, 1.6797, 2.0156],\n ...,\n [ 1.6562, 1.6328, 1.6250, ..., 1.6250, 1.7188, 2.0156],\n [ 1.7500, 1.6953, 1.6562, ..., 1.6797, 1.7422, 2.0000],\n [ 1.5391, 1.6016, 1.5938, ..., 1.6250, 1.6094, 1.7891]]],\n\n\n [[[ 0.1641, 0.1250, -0.3281, ..., -0.3828, -0.0869, -0.5859],\n [ 0.1426, -0.0427, -0.2852, ..., -0.2773, -0.2520, -0.6484],\n [ 0.1006, 0.1289, -0.3555, ..., -0.3164, -0.1157, -0.6992],\n ...,\n [ 0.0908, 0.0645, 0.0977, ..., 0.0771, 0.0576, 0.0708],\n [ 0.3008, 0.2617, 0.5625, ..., 0.0234, -0.0376, -0.0908],\n [ 0.0977, 0.4297, 0.2354, ..., -0.0245, -0.0381, -0.1855]],\n\n [[-0.9609, -1.3906, -1.2656, ..., -1.2422, -1.2422, -1.0781],\n [-1.4062, -1.8672, -1.6875, ..., -1.6797, -1.6484, -1.4297],\n [-1.3438, -1.8359, -1.7188, ..., -1.6484, -1.6328, -1.4297],\n ...,\n [-1.0938, -1.5078, -1.4453, ..., -1.4219, -1.4609, -1.2266],\n [-1.1016, -1.4297, -1.3750, ..., -1.4531, -1.4844, -1.2812],\n [-0.7734, -1.1172, -1.0547, ..., -1.1328, -1.1562, -1.0312]],\n\n [[-1.7344, -2.2812, -2.3281, ..., -2.3281, -2.2188, -1.8281],\n [-2.4062, -3.0000, -3.0156, ..., -3.0625, -2.9219, -2.3750],\n [-2.4375, -3.0156, -3.0781, ..., -3.0625, -2.9844, -2.4062],\n ...,\n [-2.4219, -2.9844, -3.0156, ..., -2.9844, -2.9375, -2.4062],\n [-2.4219, -2.9219, -2.9375, ..., -2.9844, -2.8906, -2.3438],\n [-1.7500, -2.2812, -2.2969, ..., -2.2656, -2.2188, -1.8438]],\n\n ...,\n\n [[-2.0312, -2.6719, -2.6719, ..., -2.6875, -2.6094, -2.1094],\n [-2.7188, -3.4062, -3.4062, ..., -3.4375, -3.3281, -2.7812],\n [-2.7031, -3.3906, -3.4219, ..., -3.4219, -3.3594, -2.7812],\n ...,\n [-2.6875, -3.4062, -3.4219, ..., -3.4375, -3.3594, -2.7969],\n [-2.6875, -3.3438, -3.3594, ..., -3.3594, -3.2656, -2.7188],\n [-2.0000, -2.6562, -2.6562, ..., -2.6719, -2.5938, -2.1719]],\n\n [[-2.0312, -2.6719, -2.6719, ..., -2.6875, -2.6094, -2.1094],\n [-2.7188, -3.4062, -3.4062, ..., -3.4219, -3.3281, -2.7812],\n [-2.7031, -3.3906, -3.4219, ..., -3.4219, -3.3594, -2.7812],\n ...,\n [-2.6875, -3.4219, -3.4062, ..., -3.4375, -3.3594, -2.7969],\n [-2.6875, -3.3438, -3.3594, ..., -3.3594, -3.2656, -2.7188],\n [-1.9922, -2.6562, -2.6562, ..., -2.6719, -2.5938, -2.1719]],\n\n [[-2.0312, -2.6719, -2.6719, ..., -2.6875, -2.6094, -2.1094],\n [-2.7188, -3.4062, -3.4062, ..., -3.4219, -3.3281, -2.7812],\n [-2.7031, -3.3906, -3.4062, ..., -3.4219, -3.3594, -2.7812],\n ...,\n [-2.6875, -3.4219, -3.4062, ..., -3.4375, -3.3594, -2.7969],\n [-2.6875, -3.3438, -3.3594, ..., -3.3594, -3.2656, -2.7188],\n [-1.9922, -2.6562, -2.6562, ..., -2.6719, -2.5938, -2.1719]]],\n\n\n [[[-1.0625, -1.0938, -1.4844, ..., -1.7109, -1.4531, -1.3203],\n [-1.0547, -1.2734, -1.5938, ..., -1.9531, -1.6719, -1.5078],\n [-1.1406, -1.2422, -1.2500, ..., -1.7109, -1.6875, -1.5234],\n ...,\n [-1.7266, -1.8359, -1.7031, ..., -2.3125, -2.4062, -2.3125],\n [-2.0781, -2.0781, -2.2656, ..., -2.0938, -2.0938, -2.0156],\n [-1.7891, -1.8906, -2.0781, ..., -1.8047, -1.6328, -1.6875]],\n\n [[-0.2930, -0.6875, -0.3477, ..., -0.1680, -0.2520, -0.3125],\n [-0.2773, -0.5938, -0.3164, ..., -0.1865, -0.2793, -0.3105],\n [-0.1709, -0.4570, -0.1992, ..., -0.0698, -0.1895, -0.2539],\n ...,\n [ 0.0859, -0.1924, -0.0781, ..., -0.0674, -0.2021, -0.1875],\n [-0.0200, -0.2773, -0.1777, ..., -0.1279, -0.2119, -0.1816],\n [ 0.2305, -0.0918, -0.0190, ..., -0.0522, -0.0479, 0.1445]],\n\n [[-0.6484, -1.0469, -0.9453, ..., -0.9219, -1.0000, -0.8281],\n [-0.5039, -0.7891, -0.7031, ..., -0.7031, -0.7891, -0.7109],\n [-0.4336, -0.6875, -0.6172, ..., -0.6094, -0.7266, -0.6562],\n ...,\n [-0.4434, -0.7188, -0.5938, ..., -0.6094, -0.7500, -0.6406],\n [-0.4648, -0.7266, -0.6172, ..., -0.5781, -0.6875, -0.6016],\n [-0.2109, -0.5391, -0.4746, ..., -0.4805, -0.5078, -0.4141]],\n\n ...,\n\n [[-0.6953, -1.1094, -1.0234, ..., -1.0156, -1.0703, -0.9062],\n [-0.4355, -0.7188, -0.6328, ..., -0.6172, -0.7656, -0.6406],\n [-0.4062, -0.7031, -0.6172, ..., -0.5820, -0.7500, -0.6562],\n ...,\n [-0.4160, -0.6953, -0.6250, ..., -0.6055, -0.7578, -0.6484],\n [-0.4512, -0.7344, -0.6719, ..., -0.6719, -0.7891, -0.6562],\n [-0.2578, -0.6055, -0.5898, ..., -0.5781, -0.6406, -0.4629]],\n\n [[-0.7031, -1.1094, -1.0234, ..., -1.0156, -1.0703, -0.9062],\n [-0.4355, -0.7188, -0.6406, ..., -0.6172, -0.7656, -0.6406],\n [-0.4043, -0.7031, -0.6016, ..., -0.5859, -0.7500, -0.6562],\n ...,\n [-0.4141, -0.7031, -0.6250, ..., -0.6055, -0.7578, -0.6484],\n [-0.4512, -0.7266, -0.6719, ..., -0.6719, -0.7891, -0.6562],\n [-0.2559, -0.6055, -0.5898, ..., -0.5742, -0.6406, -0.4629]],\n\n [[-0.7031, -1.1094, -1.0234, ..., -1.0156, -1.0703, -0.9062],\n [-0.4355, -0.7188, -0.6406, ..., -0.6172, -0.7578, -0.6484],\n [-0.4043, -0.7031, -0.6016, ..., -0.5859, -0.7422, -0.6562],\n ...,\n [-0.4160, -0.7031, -0.6250, ..., -0.6055, -0.7578, -0.6562],\n [-0.4512, -0.7266, -0.6719, ..., -0.6719, -0.7891, -0.6562],\n [-0.2559, -0.6055, -0.5898, ..., -0.5742, -0.6406, -0.4629]]],\n\n\n ...,\n\n\n [[[-0.6406, -0.1562, -0.6016, ..., -0.2559, -0.2812, -0.6133],\n [-0.8750, -0.3652, -0.8945, ..., -0.4648, -0.4121, -0.6875],\n [-0.9805, -0.6445, -0.9414, ..., -0.4043, -0.4922, -0.6602],\n ...,\n [-0.8125, -0.8750, -0.8984, ..., -0.5391, -0.4570, -0.7500],\n [-0.6445, -0.9805, -0.7344, ..., -0.7891, -0.5391, -0.5078],\n [-0.6133, -0.4883, -0.7969, ..., -0.4473, -0.6211, -0.4766]],\n\n [[-0.7422, -0.7266, -0.7500, ..., -0.7852, -0.7734, -0.2285],\n [-0.8164, -0.8164, -0.8945, ..., -0.8906, -0.8047, -0.3457],\n [-0.8750, -0.8359, -0.8750, ..., -0.8828, -0.8281, -0.3086],\n ...,\n [-0.8789, -0.9336, -0.8945, ..., -0.9375, -0.8398, -0.3613],\n [-0.8867, -0.9102, -0.8438, ..., -0.8828, -0.8477, -0.3105],\n [-1.0156, -0.8945, -0.8867, ..., -0.8984, -0.9258, -0.4199]],\n\n [[-1.2422, -1.3125, -1.3125, ..., -1.3203, -1.2578, -0.7812],\n [-1.4609, -1.7266, -1.7422, ..., -1.7188, -1.6094, -1.1484],\n [-1.4844, -1.7578, -1.7578, ..., -1.7422, -1.6406, -1.1484],\n ...,\n [-1.4844, -1.8359, -1.8516, ..., -1.8594, -1.6953, -1.2734],\n [-1.4531, -1.7891, -1.8047, ..., -1.8516, -1.7031, -1.1484],\n [-1.4453, -1.6016, -1.6562, ..., -1.6328, -1.5781, -0.9297]],\n\n ...,\n\n [[-1.2812, -1.4219, -1.3672, ..., -1.3984, -1.3203, -0.8789],\n [-1.5781, -1.9141, -1.8672, ..., -1.8750, -1.7344, -1.3672],\n [-1.5469, -1.8438, -1.8047, ..., -1.8125, -1.6875, -1.3438],\n ...,\n [-1.5234, -1.8438, -1.8203, ..., -1.8281, -1.6719, -1.3594],\n [-1.5078, -1.8125, -1.8203, ..., -1.8047, -1.6641, -1.2578],\n [-1.4922, -1.6172, -1.6641, ..., -1.6641, -1.5859, -1.0781]],\n\n [[-1.2812, -1.4219, -1.3672, ..., -1.3984, -1.3203, -0.8789],\n [-1.5781, -1.9141, -1.8672, ..., -1.8750, -1.7266, -1.3594],\n [-1.5469, -1.8438, -1.7969, ..., -1.8125, -1.6875, -1.3438],\n ...,\n [-1.5234, -1.8438, -1.8125, ..., -1.8281, -1.6719, -1.3594],\n [-1.5078, -1.8125, -1.8203, ..., -1.8047, -1.6641, -1.2578],\n [-1.4922, -1.6172, -1.6641, ..., -1.6641, -1.5859, -1.0781]],\n\n [[-1.2812, -1.4219, -1.3672, ..., -1.3984, -1.3203, -0.8750],\n [-1.5781, -1.9141, -1.8672, ..., -1.8672, -1.7344, -1.3594],\n [-1.5469, -1.8438, -1.7969, ..., -1.8125, -1.6875, -1.3438],\n ...,\n [-1.5234, -1.8438, -1.8125, ..., -1.8281, -1.6719, -1.3594],\n [-1.5078, -1.8125, -1.8203, ..., -1.8047, -1.6641, -1.2578],\n [-1.4922, -1.6250, -1.6641, ..., -1.6641, -1.5859, -1.0781]]],\n\n\n [[[ 0.3125, 0.3242, -0.4648, ..., -0.7344, -0.4102, -0.9219],\n [-0.0176, 0.2432, -0.4492, ..., -0.8281, -0.5508, -0.9297],\n [ 0.1514, 0.1973, -0.5078, ..., -0.8984, -0.4297, -1.0547],\n ...,\n [-0.7930, -0.9297, -0.9844, ..., -0.9766, -0.8672, -0.6914],\n [-0.5547, -1.0625, -0.8750, ..., -0.8242, -0.6992, -0.7656],\n [-0.8398, -0.7227, -0.6836, ..., -0.7656, -0.6406, -0.6211]],\n\n [[-0.0625, -0.0859, -0.0283, ..., -0.0420, -0.0283, 0.2676],\n [-0.3125, -0.2812, -0.2295, ..., -0.2412, -0.2500, 0.0845],\n [-0.3047, -0.3516, -0.3633, ..., -0.2891, -0.2500, 0.0117],\n ...,\n [-0.0947, -0.2471, -0.2930, ..., -0.2061, -0.1338, 0.3125],\n [ 0.0117, -0.1123, -0.1416, ..., -0.1611, -0.0498, 0.3926],\n [ 0.2061, 0.2500, 0.2109, ..., 0.2080, 0.2598, 0.6406]],\n\n [[-0.5938, -0.8320, -0.8984, ..., -0.8320, -0.7109, -0.3164],\n [-0.8398, -1.0391, -1.0703, ..., -1.0078, -0.8594, -0.4375],\n [-0.8438, -1.0625, -1.1094, ..., -1.0234, -0.8828, -0.4727],\n ...,\n [-0.7695, -0.9531, -0.9844, ..., -0.9219, -0.7930, -0.3555],\n [-0.7383, -0.9453, -0.9609, ..., -0.8750, -0.7383, -0.3242],\n [-0.2969, -0.2617, -0.2695, ..., -0.1982, -0.0889, 0.1924]],\n\n ...,\n\n [[-0.5156, -0.6641, -0.7031, ..., -0.7070, -0.6289, -0.2158],\n [-0.5664, -0.5977, -0.6328, ..., -0.6289, -0.5117, -0.2002],\n [-0.5664, -0.5898, -0.6523, ..., -0.6484, -0.5039, -0.1982],\n ...,\n [-0.5547, -0.5742, -0.6250, ..., -0.6367, -0.5039, -0.1943],\n [-0.5234, -0.5352, -0.5938, ..., -0.5820, -0.4609, -0.1924],\n [-0.0176, 0.0771, 0.0669, ..., 0.0649, 0.1396, 0.3516]],\n\n [[-0.5156, -0.6680, -0.7031, ..., -0.7070, -0.6289, -0.2119],\n [-0.5664, -0.5977, -0.6328, ..., -0.6289, -0.5078, -0.2041],\n [-0.5664, -0.5859, -0.6484, ..., -0.6484, -0.5039, -0.2002],\n ...,\n [-0.5547, -0.5742, -0.6250, ..., -0.6367, -0.5039, -0.1924],\n [-0.5234, -0.5352, -0.5938, ..., -0.5820, -0.4609, -0.1943],\n [-0.0195, 0.0776, 0.0669, ..., 0.0669, 0.1396, 0.3516]],\n\n [[-0.5156, -0.6680, -0.7070, ..., -0.7070, -0.6367, -0.2158],\n [-0.5664, -0.5977, -0.6328, ..., -0.6250, -0.5117, -0.2080],\n [-0.5625, -0.5859, -0.6445, ..., -0.6484, -0.5078, -0.2002],\n ...,\n [-0.5547, -0.5742, -0.6250, ..., -0.6367, -0.5039, -0.1982],\n [-0.5234, -0.5352, -0.5938, ..., -0.5820, -0.4609, -0.1943],\n [-0.0176, 0.0796, 0.0669, ..., 0.0669, 0.1396, 0.3516]]],\n\n\n [[[-0.8516, -0.6172, -0.9609, ..., -1.4922, -1.4375, -0.4355],\n [-0.8398, -1.0391, -1.0703, ..., -1.4453, -1.5547, -0.5312],\n [-0.8672, -1.0234, -0.8359, ..., -1.2969, -1.4609, -0.7383],\n ...,\n [-1.2266, -1.2031, -1.1875, ..., -1.1250, -1.0547, -1.1172],\n [-0.6875, -0.6250, -0.8359, ..., -1.2812, -0.9258, -0.8906],\n [-1.0703, -1.0625, -1.3125, ..., -1.0078, -1.1172, -1.0703]],\n\n [[-1.5391, -2.0781, -2.1562, ..., -2.0469, -2.0000, -1.6641],\n [-2.2500, -2.9688, -3.0312, ..., -2.8906, -2.8594, -2.3906],\n [-2.2969, -2.9844, -3.0469, ..., -2.9375, -2.9688, -2.4844],\n ...,\n [-1.8672, -2.4844, -2.4688, ..., -2.5469, -2.5469, -2.0156],\n [-1.8438, -2.4688, -2.4688, ..., -2.4844, -2.4688, -1.9219],\n [-1.2344, -1.7500, -1.7891, ..., -1.7656, -1.7109, -1.3516]],\n\n [[-1.9844, -2.4844, -2.5781, ..., -2.5312, -2.5312, -1.7188],\n [-2.5469, -3.0312, -3.0781, ..., -3.0469, -3.0469, -2.2344],\n [-2.6094, -3.0625, -3.0781, ..., -3.0781, -3.1250, -2.2969],\n ...,\n [-2.4531, -2.9219, -2.9062, ..., -2.9375, -2.9531, -2.1094],\n [-2.3594, -2.8125, -2.8438, ..., -2.8438, -2.8281, -2.0469],\n [-1.6094, -2.0469, -2.0781, ..., -2.0469, -2.0312, -1.5469]],\n\n ...,\n\n [[-2.0781, -2.5000, -2.5781, ..., -2.5938, -2.5938, -1.8438],\n [-2.5469, -2.8438, -2.8750, ..., -2.8906, -2.9531, -2.1719],\n [-2.5938, -2.8750, -2.8906, ..., -2.9062, -2.9844, -2.2500],\n ...,\n [-2.5938, -2.9062, -2.9219, ..., -2.9219, -3.0000, -2.2656],\n [-2.5156, -2.8438, -2.8750, ..., -2.8906, -2.9531, -2.2031],\n [-1.7500, -2.1250, -2.1719, ..., -2.1562, -2.2031, -1.7266]],\n\n [[-2.0781, -2.5000, -2.5781, ..., -2.5938, -2.5938, -1.8359],\n [-2.5469, -2.8438, -2.8750, ..., -2.8906, -2.9531, -2.1719],\n [-2.5938, -2.8750, -2.9062, ..., -2.9219, -2.9844, -2.2500],\n ...,\n [-2.5938, -2.9062, -2.9219, ..., -2.9219, -3.0000, -2.2656],\n [-2.5156, -2.8281, -2.8750, ..., -2.8906, -2.9531, -2.2031],\n [-1.7500, -2.1250, -2.1719, ..., -2.1562, -2.2031, -1.7266]],\n\n [[-2.0781, -2.5000, -2.5781, ..., -2.5938, -2.5938, -1.8438],\n [-2.5469, -2.8438, -2.8750, ..., -2.8906, -2.9531, -2.1719],\n [-2.5938, -2.8750, -2.9062, ..., -2.9219, -2.9844, -2.2500],\n ...,\n [-2.5938, -2.9062, -2.9219, ..., -2.9219, -3.0000, -2.2656],\n [-2.5156, -2.8281, -2.8750, ..., -2.8906, -2.9531, -2.2031],\n [-1.7500, -2.1250, -2.1719, ..., -2.1562, -2.2031, -1.7266]]]]]), 'concat_mask': tensor([[[[[0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n ...,\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.]],\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]],\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]],\n\n ...,\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]],\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]],\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]]]]])}]]"
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],
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"negative": [
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"[[tensor([[[ 0.0020, 0.0558, -0.0363, ..., -0.0004, -0.0510, 0.0307],\n [ 0.0017, -0.0184, -0.0304, ..., -0.0002, 0.0772, -0.0410],\n [ 0.0021, 0.0060, -0.0198, ..., -0.0007, -0.0339, 0.0057],\n ...,\n [ 0.0000, -0.0000, -0.0000, ..., 0.0000, 0.0000, -0.0000],\n [ 0.0000, -0.0000, -0.0000, ..., 0.0000, 0.0000, -0.0000],\n [ 0.0000, -0.0000, -0.0000, ..., 0.0000, 0.0000, -0.0000]]]), {'pooled_output': None, 'concat_latent_image': tensor([[[[[ 0.5195, 0.4258, -0.1211, ..., 0.1748, 0.1025, 0.1885],\n [ 0.5234, 0.2500, -0.1738, ..., -0.0996, 0.0295, -0.0120],\n [ 0.6016, 0.4531, -0.1035, ..., 0.0090, 0.1709, 0.1094],\n ...,\n [ 0.0830, 0.0500, 0.1748, ..., -0.0967, -0.3047, -0.3691],\n [-0.3730, -0.4180, -0.5703, ..., -0.2393, -0.3652, -0.2695],\n [ 0.1475, 0.1182, 0.1973, ..., -0.2363, 0.0354, 0.0791]],\n\n [[ 1.7109, 1.9531, 1.7969, ..., 1.7656, 1.8516, 1.6875],\n [ 2.0156, 2.2656, 2.0781, ..., 2.0312, 2.1406, 1.9375],\n [ 1.9688, 2.2344, 2.1250, ..., 2.0781, 2.1406, 1.9141],\n ...,\n [ 1.8359, 2.1406, 2.1250, ..., 2.1406, 2.1875, 1.9531],\n [ 1.9141, 2.2188, 2.1719, ..., 2.1875, 2.2500, 1.9297],\n [ 1.6250, 1.8438, 1.7891, ..., 1.8047, 1.8672, 1.6016]],\n\n [[ 1.9297, 2.1406, 2.0312, ..., 1.9688, 2.0625, 1.9453],\n [ 2.0000, 2.0312, 1.9375, ..., 1.8828, 2.0000, 2.1094],\n [ 1.9297, 1.9844, 1.8984, ..., 1.8750, 2.0000, 2.1094],\n ...,\n [ 1.9453, 2.0469, 2.0312, ..., 2.0625, 2.1094, 2.1250],\n [ 2.0312, 2.1094, 2.0781, ..., 2.0312, 2.0781, 2.0469],\n [ 1.7500, 1.8594, 1.8672, ..., 1.8672, 1.8594, 1.8672]],\n\n ...,\n\n [[ 1.7578, 1.9062, 1.8906, ..., 1.8906, 1.9688, 2.0312],\n [ 1.6641, 1.6328, 1.6094, ..., 1.6172, 1.7188, 2.0156],\n [ 1.6094, 1.5859, 1.5703, ..., 1.5938, 1.6875, 2.0156],\n ...,\n [ 1.6562, 1.6328, 1.6250, ..., 1.6250, 1.7266, 2.0156],\n [ 1.7500, 1.6953, 1.6562, ..., 1.6797, 1.7422, 2.0000],\n [ 1.5391, 1.6016, 1.5938, ..., 1.6250, 1.6094, 1.7891]],\n\n [[ 1.7656, 1.9062, 1.8906, ..., 1.8906, 1.9688, 2.0312],\n [ 1.6641, 1.6328, 1.6172, ..., 1.6172, 1.7266, 2.0156],\n [ 1.6094, 1.5859, 1.5781, ..., 1.6016, 1.6875, 2.0156],\n ...,\n [ 1.6562, 1.6328, 1.6250, ..., 1.6250, 1.7188, 2.0156],\n [ 1.7500, 1.6953, 1.6562, ..., 1.6797, 1.7422, 2.0000],\n [ 1.5391, 1.6016, 1.5938, ..., 1.6250, 1.6094, 1.7891]],\n\n [[ 1.7656, 1.9141, 1.8906, ..., 1.8906, 1.9688, 2.0312],\n [ 1.6641, 1.6328, 1.6172, ..., 1.6172, 1.7188, 2.0312],\n [ 1.6094, 1.5859, 1.5781, ..., 1.6016, 1.6797, 2.0156],\n ...,\n [ 1.6562, 1.6328, 1.6250, ..., 1.6250, 1.7188, 2.0156],\n [ 1.7500, 1.6953, 1.6562, ..., 1.6797, 1.7422, 2.0000],\n [ 1.5391, 1.6016, 1.5938, ..., 1.6250, 1.6094, 1.7891]]],\n\n\n [[[ 0.1641, 0.1250, -0.3281, ..., -0.3828, -0.0869, -0.5859],\n [ 0.1426, -0.0427, -0.2852, ..., -0.2773, -0.2520, -0.6484],\n [ 0.1006, 0.1289, -0.3555, ..., -0.3164, -0.1157, -0.6992],\n ...,\n [ 0.0908, 0.0645, 0.0977, ..., 0.0771, 0.0576, 0.0708],\n [ 0.3008, 0.2617, 0.5625, ..., 0.0234, -0.0376, -0.0908],\n [ 0.0977, 0.4297, 0.2354, ..., -0.0245, -0.0381, -0.1855]],\n\n [[-0.9609, -1.3906, -1.2656, ..., -1.2422, -1.2422, -1.0781],\n [-1.4062, -1.8672, -1.6875, ..., -1.6797, -1.6484, -1.4297],\n [-1.3438, -1.8359, -1.7188, ..., -1.6484, -1.6328, -1.4297],\n ...,\n [-1.0938, -1.5078, -1.4453, ..., -1.4219, -1.4609, -1.2266],\n [-1.1016, -1.4297, -1.3750, ..., -1.4531, -1.4844, -1.2812],\n [-0.7734, -1.1172, -1.0547, ..., -1.1328, -1.1562, -1.0312]],\n\n [[-1.7344, -2.2812, -2.3281, ..., -2.3281, -2.2188, -1.8281],\n [-2.4062, -3.0000, -3.0156, ..., -3.0625, -2.9219, -2.3750],\n [-2.4375, -3.0156, -3.0781, ..., -3.0625, -2.9844, -2.4062],\n ...,\n [-2.4219, -2.9844, -3.0156, ..., -2.9844, -2.9375, -2.4062],\n [-2.4219, -2.9219, -2.9375, ..., -2.9844, -2.8906, -2.3438],\n [-1.7500, -2.2812, -2.2969, ..., -2.2656, -2.2188, -1.8438]],\n\n ...,\n\n [[-2.0312, -2.6719, -2.6719, ..., -2.6875, -2.6094, -2.1094],\n [-2.7188, -3.4062, -3.4062, ..., -3.4375, -3.3281, -2.7812],\n [-2.7031, -3.3906, -3.4219, ..., -3.4219, -3.3594, -2.7812],\n ...,\n [-2.6875, -3.4062, -3.4219, ..., -3.4375, -3.3594, -2.7969],\n [-2.6875, -3.3438, -3.3594, ..., -3.3594, -3.2656, -2.7188],\n [-2.0000, -2.6562, -2.6562, ..., -2.6719, -2.5938, -2.1719]],\n\n [[-2.0312, -2.6719, -2.6719, ..., -2.6875, -2.6094, -2.1094],\n [-2.7188, -3.4062, -3.4062, ..., -3.4219, -3.3281, -2.7812],\n [-2.7031, -3.3906, -3.4219, ..., -3.4219, -3.3594, -2.7812],\n ...,\n [-2.6875, -3.4219, -3.4062, ..., -3.4375, -3.3594, -2.7969],\n [-2.6875, -3.3438, -3.3594, ..., -3.3594, -3.2656, -2.7188],\n [-1.9922, -2.6562, -2.6562, ..., -2.6719, -2.5938, -2.1719]],\n\n [[-2.0312, -2.6719, -2.6719, ..., -2.6875, -2.6094, -2.1094],\n [-2.7188, -3.4062, -3.4062, ..., -3.4219, -3.3281, -2.7812],\n [-2.7031, -3.3906, -3.4062, ..., -3.4219, -3.3594, -2.7812],\n ...,\n [-2.6875, -3.4219, -3.4062, ..., -3.4375, -3.3594, -2.7969],\n [-2.6875, -3.3438, -3.3594, ..., -3.3594, -3.2656, -2.7188],\n [-1.9922, -2.6562, -2.6562, ..., -2.6719, -2.5938, -2.1719]]],\n\n\n [[[-1.0625, -1.0938, -1.4844, ..., -1.7109, -1.4531, -1.3203],\n [-1.0547, -1.2734, -1.5938, ..., -1.9531, -1.6719, -1.5078],\n [-1.1406, -1.2422, -1.2500, ..., -1.7109, -1.6875, -1.5234],\n ...,\n [-1.7266, -1.8359, -1.7031, ..., -2.3125, -2.4062, -2.3125],\n [-2.0781, -2.0781, -2.2656, ..., -2.0938, -2.0938, -2.0156],\n [-1.7891, -1.8906, -2.0781, ..., -1.8047, -1.6328, -1.6875]],\n\n [[-0.2930, -0.6875, -0.3477, ..., -0.1680, -0.2520, -0.3125],\n [-0.2773, -0.5938, -0.3164, ..., -0.1865, -0.2793, -0.3105],\n [-0.1709, -0.4570, -0.1992, ..., -0.0698, -0.1895, -0.2539],\n ...,\n [ 0.0859, -0.1924, -0.0781, ..., -0.0674, -0.2021, -0.1875],\n [-0.0200, -0.2773, -0.1777, ..., -0.1279, -0.2119, -0.1816],\n [ 0.2305, -0.0918, -0.0190, ..., -0.0522, -0.0479, 0.1445]],\n\n [[-0.6484, -1.0469, -0.9453, ..., -0.9219, -1.0000, -0.8281],\n [-0.5039, -0.7891, -0.7031, ..., -0.7031, -0.7891, -0.7109],\n [-0.4336, -0.6875, -0.6172, ..., -0.6094, -0.7266, -0.6562],\n ...,\n [-0.4434, -0.7188, -0.5938, ..., -0.6094, -0.7500, -0.6406],\n [-0.4648, -0.7266, -0.6172, ..., -0.5781, -0.6875, -0.6016],\n [-0.2109, -0.5391, -0.4746, ..., -0.4805, -0.5078, -0.4141]],\n\n ...,\n\n [[-0.6953, -1.1094, -1.0234, ..., -1.0156, -1.0703, -0.9062],\n [-0.4355, -0.7188, -0.6328, ..., -0.6172, -0.7656, -0.6406],\n [-0.4062, -0.7031, -0.6172, ..., -0.5820, -0.7500, -0.6562],\n ...,\n [-0.4160, -0.6953, -0.6250, ..., -0.6055, -0.7578, -0.6484],\n [-0.4512, -0.7344, -0.6719, ..., -0.6719, -0.7891, -0.6562],\n [-0.2578, -0.6055, -0.5898, ..., -0.5781, -0.6406, -0.4629]],\n\n [[-0.7031, -1.1094, -1.0234, ..., -1.0156, -1.0703, -0.9062],\n [-0.4355, -0.7188, -0.6406, ..., -0.6172, -0.7656, -0.6406],\n [-0.4043, -0.7031, -0.6016, ..., -0.5859, -0.7500, -0.6562],\n ...,\n [-0.4141, -0.7031, -0.6250, ..., -0.6055, -0.7578, -0.6484],\n [-0.4512, -0.7266, -0.6719, ..., -0.6719, -0.7891, -0.6562],\n [-0.2559, -0.6055, -0.5898, ..., -0.5742, -0.6406, -0.4629]],\n\n [[-0.7031, -1.1094, -1.0234, ..., -1.0156, -1.0703, -0.9062],\n [-0.4355, -0.7188, -0.6406, ..., -0.6172, -0.7578, -0.6484],\n [-0.4043, -0.7031, -0.6016, ..., -0.5859, -0.7422, -0.6562],\n ...,\n [-0.4160, -0.7031, -0.6250, ..., -0.6055, -0.7578, -0.6562],\n [-0.4512, -0.7266, -0.6719, ..., -0.6719, -0.7891, -0.6562],\n [-0.2559, -0.6055, -0.5898, ..., -0.5742, -0.6406, -0.4629]]],\n\n\n ...,\n\n\n [[[-0.6406, -0.1562, -0.6016, ..., -0.2559, -0.2812, -0.6133],\n [-0.8750, -0.3652, -0.8945, ..., -0.4648, -0.4121, -0.6875],\n [-0.9805, -0.6445, -0.9414, ..., -0.4043, -0.4922, -0.6602],\n ...,\n [-0.8125, -0.8750, -0.8984, ..., -0.5391, -0.4570, -0.7500],\n [-0.6445, -0.9805, -0.7344, ..., -0.7891, -0.5391, -0.5078],\n [-0.6133, -0.4883, -0.7969, ..., -0.4473, -0.6211, -0.4766]],\n\n [[-0.7422, -0.7266, -0.7500, ..., -0.7852, -0.7734, -0.2285],\n [-0.8164, -0.8164, -0.8945, ..., -0.8906, -0.8047, -0.3457],\n [-0.8750, -0.8359, -0.8750, ..., -0.8828, -0.8281, -0.3086],\n ...,\n [-0.8789, -0.9336, -0.8945, ..., -0.9375, -0.8398, -0.3613],\n [-0.8867, -0.9102, -0.8438, ..., -0.8828, -0.8477, -0.3105],\n [-1.0156, -0.8945, -0.8867, ..., -0.8984, -0.9258, -0.4199]],\n\n [[-1.2422, -1.3125, -1.3125, ..., -1.3203, -1.2578, -0.7812],\n [-1.4609, -1.7266, -1.7422, ..., -1.7188, -1.6094, -1.1484],\n [-1.4844, -1.7578, -1.7578, ..., -1.7422, -1.6406, -1.1484],\n ...,\n [-1.4844, -1.8359, -1.8516, ..., -1.8594, -1.6953, -1.2734],\n [-1.4531, -1.7891, -1.8047, ..., -1.8516, -1.7031, -1.1484],\n [-1.4453, -1.6016, -1.6562, ..., -1.6328, -1.5781, -0.9297]],\n\n ...,\n\n [[-1.2812, -1.4219, -1.3672, ..., -1.3984, -1.3203, -0.8789],\n [-1.5781, -1.9141, -1.8672, ..., -1.8750, -1.7344, -1.3672],\n [-1.5469, -1.8438, -1.8047, ..., -1.8125, -1.6875, -1.3438],\n ...,\n [-1.5234, -1.8438, -1.8203, ..., -1.8281, -1.6719, -1.3594],\n [-1.5078, -1.8125, -1.8203, ..., -1.8047, -1.6641, -1.2578],\n [-1.4922, -1.6172, -1.6641, ..., -1.6641, -1.5859, -1.0781]],\n\n [[-1.2812, -1.4219, -1.3672, ..., -1.3984, -1.3203, -0.8789],\n [-1.5781, -1.9141, -1.8672, ..., -1.8750, -1.7266, -1.3594],\n [-1.5469, -1.8438, -1.7969, ..., -1.8125, -1.6875, -1.3438],\n ...,\n [-1.5234, -1.8438, -1.8125, ..., -1.8281, -1.6719, -1.3594],\n [-1.5078, -1.8125, -1.8203, ..., -1.8047, -1.6641, -1.2578],\n [-1.4922, -1.6172, -1.6641, ..., -1.6641, -1.5859, -1.0781]],\n\n [[-1.2812, -1.4219, -1.3672, ..., -1.3984, -1.3203, -0.8750],\n [-1.5781, -1.9141, -1.8672, ..., -1.8672, -1.7344, -1.3594],\n [-1.5469, -1.8438, -1.7969, ..., -1.8125, -1.6875, -1.3438],\n ...,\n [-1.5234, -1.8438, -1.8125, ..., -1.8281, -1.6719, -1.3594],\n [-1.5078, -1.8125, -1.8203, ..., -1.8047, -1.6641, -1.2578],\n [-1.4922, -1.6250, -1.6641, ..., -1.6641, -1.5859, -1.0781]]],\n\n\n [[[ 0.3125, 0.3242, -0.4648, ..., -0.7344, -0.4102, -0.9219],\n [-0.0176, 0.2432, -0.4492, ..., -0.8281, -0.5508, -0.9297],\n [ 0.1514, 0.1973, -0.5078, ..., -0.8984, -0.4297, -1.0547],\n ...,\n [-0.7930, -0.9297, -0.9844, ..., -0.9766, -0.8672, -0.6914],\n [-0.5547, -1.0625, -0.8750, ..., -0.8242, -0.6992, -0.7656],\n [-0.8398, -0.7227, -0.6836, ..., -0.7656, -0.6406, -0.6211]],\n\n [[-0.0625, -0.0859, -0.0283, ..., -0.0420, -0.0283, 0.2676],\n [-0.3125, -0.2812, -0.2295, ..., -0.2412, -0.2500, 0.0845],\n [-0.3047, -0.3516, -0.3633, ..., -0.2891, -0.2500, 0.0117],\n ...,\n [-0.0947, -0.2471, -0.2930, ..., -0.2061, -0.1338, 0.3125],\n [ 0.0117, -0.1123, -0.1416, ..., -0.1611, -0.0498, 0.3926],\n [ 0.2061, 0.2500, 0.2109, ..., 0.2080, 0.2598, 0.6406]],\n\n [[-0.5938, -0.8320, -0.8984, ..., -0.8320, -0.7109, -0.3164],\n [-0.8398, -1.0391, -1.0703, ..., -1.0078, -0.8594, -0.4375],\n [-0.8438, -1.0625, -1.1094, ..., -1.0234, -0.8828, -0.4727],\n ...,\n [-0.7695, -0.9531, -0.9844, ..., -0.9219, -0.7930, -0.3555],\n [-0.7383, -0.9453, -0.9609, ..., -0.8750, -0.7383, -0.3242],\n [-0.2969, -0.2617, -0.2695, ..., -0.1982, -0.0889, 0.1924]],\n\n ...,\n\n [[-0.5156, -0.6641, -0.7031, ..., -0.7070, -0.6289, -0.2158],\n [-0.5664, -0.5977, -0.6328, ..., -0.6289, -0.5117, -0.2002],\n [-0.5664, -0.5898, -0.6523, ..., -0.6484, -0.5039, -0.1982],\n ...,\n [-0.5547, -0.5742, -0.6250, ..., -0.6367, -0.5039, -0.1943],\n [-0.5234, -0.5352, -0.5938, ..., -0.5820, -0.4609, -0.1924],\n [-0.0176, 0.0771, 0.0669, ..., 0.0649, 0.1396, 0.3516]],\n\n [[-0.5156, -0.6680, -0.7031, ..., -0.7070, -0.6289, -0.2119],\n [-0.5664, -0.5977, -0.6328, ..., -0.6289, -0.5078, -0.2041],\n [-0.5664, -0.5859, -0.6484, ..., -0.6484, -0.5039, -0.2002],\n ...,\n [-0.5547, -0.5742, -0.6250, ..., -0.6367, -0.5039, -0.1924],\n [-0.5234, -0.5352, -0.5938, ..., -0.5820, -0.4609, -0.1943],\n [-0.0195, 0.0776, 0.0669, ..., 0.0669, 0.1396, 0.3516]],\n\n [[-0.5156, -0.6680, -0.7070, ..., -0.7070, -0.6367, -0.2158],\n [-0.5664, -0.5977, -0.6328, ..., -0.6250, -0.5117, -0.2080],\n [-0.5625, -0.5859, -0.6445, ..., -0.6484, -0.5078, -0.2002],\n ...,\n [-0.5547, -0.5742, -0.6250, ..., -0.6367, -0.5039, -0.1982],\n [-0.5234, -0.5352, -0.5938, ..., -0.5820, -0.4609, -0.1943],\n [-0.0176, 0.0796, 0.0669, ..., 0.0669, 0.1396, 0.3516]]],\n\n\n [[[-0.8516, -0.6172, -0.9609, ..., -1.4922, -1.4375, -0.4355],\n [-0.8398, -1.0391, -1.0703, ..., -1.4453, -1.5547, -0.5312],\n [-0.8672, -1.0234, -0.8359, ..., -1.2969, -1.4609, -0.7383],\n ...,\n [-1.2266, -1.2031, -1.1875, ..., -1.1250, -1.0547, -1.1172],\n [-0.6875, -0.6250, -0.8359, ..., -1.2812, -0.9258, -0.8906],\n [-1.0703, -1.0625, -1.3125, ..., -1.0078, -1.1172, -1.0703]],\n\n [[-1.5391, -2.0781, -2.1562, ..., -2.0469, -2.0000, -1.6641],\n [-2.2500, -2.9688, -3.0312, ..., -2.8906, -2.8594, -2.3906],\n [-2.2969, -2.9844, -3.0469, ..., -2.9375, -2.9688, -2.4844],\n ...,\n [-1.8672, -2.4844, -2.4688, ..., -2.5469, -2.5469, -2.0156],\n [-1.8438, -2.4688, -2.4688, ..., -2.4844, -2.4688, -1.9219],\n [-1.2344, -1.7500, -1.7891, ..., -1.7656, -1.7109, -1.3516]],\n\n [[-1.9844, -2.4844, -2.5781, ..., -2.5312, -2.5312, -1.7188],\n [-2.5469, -3.0312, -3.0781, ..., -3.0469, -3.0469, -2.2344],\n [-2.6094, -3.0625, -3.0781, ..., -3.0781, -3.1250, -2.2969],\n ...,\n [-2.4531, -2.9219, -2.9062, ..., -2.9375, -2.9531, -2.1094],\n [-2.3594, -2.8125, -2.8438, ..., -2.8438, -2.8281, -2.0469],\n [-1.6094, -2.0469, -2.0781, ..., -2.0469, -2.0312, -1.5469]],\n\n ...,\n\n [[-2.0781, -2.5000, -2.5781, ..., -2.5938, -2.5938, -1.8438],\n [-2.5469, -2.8438, -2.8750, ..., -2.8906, -2.9531, -2.1719],\n [-2.5938, -2.8750, -2.8906, ..., -2.9062, -2.9844, -2.2500],\n ...,\n [-2.5938, -2.9062, -2.9219, ..., -2.9219, -3.0000, -2.2656],\n [-2.5156, -2.8438, -2.8750, ..., -2.8906, -2.9531, -2.2031],\n [-1.7500, -2.1250, -2.1719, ..., -2.1562, -2.2031, -1.7266]],\n\n [[-2.0781, -2.5000, -2.5781, ..., -2.5938, -2.5938, -1.8359],\n [-2.5469, -2.8438, -2.8750, ..., -2.8906, -2.9531, -2.1719],\n [-2.5938, -2.8750, -2.9062, ..., -2.9219, -2.9844, -2.2500],\n ...,\n [-2.5938, -2.9062, -2.9219, ..., -2.9219, -3.0000, -2.2656],\n [-2.5156, -2.8281, -2.8750, ..., -2.8906, -2.9531, -2.2031],\n [-1.7500, -2.1250, -2.1719, ..., -2.1562, -2.2031, -1.7266]],\n\n [[-2.0781, -2.5000, -2.5781, ..., -2.5938, -2.5938, -1.8438],\n [-2.5469, -2.8438, -2.8750, ..., -2.8906, -2.9531, -2.1719],\n [-2.5938, -2.8750, -2.9062, ..., -2.9219, -2.9844, -2.2500],\n ...,\n [-2.5938, -2.9062, -2.9219, ..., -2.9219, -3.0000, -2.2656],\n [-2.5156, -2.8281, -2.8750, ..., -2.8906, -2.9531, -2.2031],\n [-1.7500, -2.1250, -2.1719, ..., -2.1562, -2.2031, -1.7266]]]]]), 'concat_mask': tensor([[[[[0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n ...,\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.]],\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]],\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]],\n\n ...,\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]],\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]],\n\n [[1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n ...,\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.],\n [1., 1., 1., ..., 1., 1., 1.]]]]])}]]"
|
|
],
|
|
"steps": [
|
|
4
|
|
],
|
|
"cfg": [
|
|
1.0
|
|
],
|
|
"sampler_name": [
|
|
"euler"
|
|
],
|
|
"scheduler": [
|
|
"simple"
|
|
]
|
|
},
|
|
"current_outputs": [
|
|
"6",
|
|
"12",
|
|
"5",
|
|
"4",
|
|
"7",
|
|
"1",
|
|
"11",
|
|
"8",
|
|
"10",
|
|
"3",
|
|
"2",
|
|
"14",
|
|
"15",
|
|
"9",
|
|
"16",
|
|
"13"
|
|
],
|
|
"timestamp": 1790626941111
|
|
}
|
|
]
|
|
]
|
|
},
|
|
"meta": {}
|
|
} |