From 8ad3cb5e2f91ce7c90f33e14e1103cb765f27d2a Mon Sep 17 00:00:00 2001 From: amepas Date: Wed, 26 Aug 2026 08:44:16 +0000 Subject: [PATCH] feat(flux2klein): Add KV-cache acceleration for FLUX.2-Klein multi-image editing with E2E parity and smoke tests - Implement prefix extraction phase (step 0) and cached denoising scan loop in FlaxFlux2KleinPipeline - Support KV cache slicing and concatenation across Flax NNX Double and Single transformer blocks - Safely bound Splash/Flash attention block sizes for asymmetric cross-attention sequences with opt-in flag - Add CLI and config support for use_kv with dynamic FLUX.2-klein-9b-kv repository resolution - Add cross-framework E2E parity test achieving 0.8881 SSIM / 22.58 dB PSNR - Add 9B KV-cache image editing smoke test with verified golden reference image --- README.md | 20 + src/maxdiffusion/configs/base_flux2klein.yml | 1 + .../configs/base_flux2klein_9B.yml | 1 + src/maxdiffusion/generate_flux2klein.py | 11 + src/maxdiffusion/models/attention_flax.py | 93 ++- .../transformers/transformer_flux_flax.py | 567 +++++++++++++----- .../pipelines/flux/flux2klein_pipeline.py | 192 +++++- .../tests/attention_block_sizes_test.py | 127 ++++ .../tests/flux2klein_kv_pipeline_e2e_test.py | 466 ++++++++++++++ .../tests/generate_flux2klein_smoke_test.py | 63 +- .../ref_flux2klein_9b_kv_image_edit.png | Bin 0 -> 478025 bytes 11 files changed, 1334 insertions(+), 207 deletions(-) create mode 100644 src/maxdiffusion/tests/attention_block_sizes_test.py create mode 100644 src/maxdiffusion/tests/flux2klein_kv_pipeline_e2e_test.py create mode 100644 src/maxdiffusion/tests/images/flux2klein/ref_flux2klein_9b_kv_image_edit.png diff --git a/README.md b/README.md index 2d49540d9..885bce96a 100755 --- a/README.md +++ b/README.md @@ -17,6 +17,7 @@ [![Unit Tests](https://github.com/AI-Hypercomputer/maxdiffusion/actions/workflows/UnitTests.yml/badge.svg)](https://github.com/AI-Hypercomputer/maxdiffusion/actions/workflows/UnitTests.yml) # What's new? +- **`2026/08/28`**: Flux2.Klein text to image and image editing (w/ KV Cache) is now supported. - **`2026/07/14`**: Automatic attention tile-size (`block_q`/`block_kv`) search for Wan is now supported. - **`2026/06/26`**: 2D ring (USP) attention with a custom splash kernel is now supported for Wan (`ulysses_ring_custom`), splitting context parallelism into an intra-chip Ulysses axis and a cross-chip ring axis. - **`2026/04/16`**: Support for Tokamax Ring Attention kernel is now added. @@ -49,6 +50,7 @@ MaxDiffusion supports * Stable Diffusion 2.1 (training and inference) * Stable Diffusion XL (training and inference). * Flux Dev and Schnell (Training and inference). +* Flux.2-Klein 4B & 9B (text-to-image and multi-image editing with KV-Cache). * Stable Diffusion Lightning (inference). * Hyper-SD XL LoRA loading (inference). * Load Multiple LoRA (SDXL inference). @@ -759,6 +761,8 @@ The optimal attention tile sizes (`block_q` / `block_kv`) depend on the sequence Flux.2-Klein provides ultra-fast 4-step image generation using Qwen3 text embeddings and FLUX.2 transformer blocks. + #### Text-to-Image Generation: + Flux.2-Klein 4B: ```bash @@ -770,6 +774,22 @@ The optimal attention tile sizes (`block_q` / `block_kv`) depend on the sequence ```bash python src/maxdiffusion/generate_flux2klein.py src/maxdiffusion/configs/base_flux2klein_9B.yml run_name=flux2klein_9b prompt="A detailed vector illustration of a robotic hummingbird" ``` + + #### Multi-Reference Image Editing: + + Flux.2-Klein supports multi-reference image editing conditioned on up to 4 reference images via the `image_paths` CLI flag. + + Flux.2-Klein 9B Image Editing: + + ```bash + python src/maxdiffusion/generate_flux2klein.py src/maxdiffusion/configs/base_flux2klein_9B.yml run_name=flux2klein_9b_image_edit prompt="change the lighting to evening" image_paths="['src/maxdiffusion/tests/images/flux2klein/ref_flux2klein_9b.png']" + ``` + + The 9B model also supports KV-Cache for faster inference, and can be toggled with the `use_kv=True` CLI flag: + + ```bash + python src/maxdiffusion/generate_flux2klein.py src/maxdiffusion/configs/base_flux2klein_9B.yml run_name=flux2klein_9b_kv_edit prompt="change the lighting to evening" image_paths="['src/maxdiffusion/tests/images/flux2klein/ref_flux2klein_9b.png']" use_kv=True + ``` ## Fused Attention for GPU: Fused Attention for GPU is supported via TransformerEngine. Installation instructions: diff --git a/src/maxdiffusion/configs/base_flux2klein.yml b/src/maxdiffusion/configs/base_flux2klein.yml index 03758a1b7..c579fc889 100644 --- a/src/maxdiffusion/configs/base_flux2klein.yml +++ b/src/maxdiffusion/configs/base_flux2klein.yml @@ -43,6 +43,7 @@ base_shift: 0.5 max_shift: 1.15 image_paths: [] use_base2_exp: True +use_kv: False unet_checkpoint: '' diff --git a/src/maxdiffusion/configs/base_flux2klein_9B.yml b/src/maxdiffusion/configs/base_flux2klein_9B.yml index 2d061421c..48d591258 100644 --- a/src/maxdiffusion/configs/base_flux2klein_9B.yml +++ b/src/maxdiffusion/configs/base_flux2klein_9B.yml @@ -43,6 +43,7 @@ base_shift: 0.5 max_shift: 1.15 image_paths: [] use_base2_exp: True +use_kv: False unet_checkpoint: '' diff --git a/src/maxdiffusion/generate_flux2klein.py b/src/maxdiffusion/generate_flux2klein.py index cecdc7b92..71434c643 100644 --- a/src/maxdiffusion/generate_flux2klein.py +++ b/src/maxdiffusion/generate_flux2klein.py @@ -223,6 +223,17 @@ def main(argv): repo_id = config.pretrained_model_name_or_path if not repo_id: raise ValueError("pretrained_model_name_or_path must be specified in configuration YAML or CLI.") + + use_kv = config.use_kv + if use_kv: + if repo_id in ("black-forest-labs/FLUX.2-klein-4B", "black-forest-labs/FLUX.2-klein-4b"): + max_logging.log("[WARNING] KV cache not supported for 4B model, ignoring use_kv=True.") + pyconfig._config.keys["use_kv"] = False + elif repo_id in ("black-forest-labs/FLUX.2-klein-9B", "black-forest-labs/FLUX.2-klein-9b"): + repo_id = "black-forest-labs/FLUX.2-klein-9b-kv" + pyconfig._config.keys["pretrained_model_name_or_path"] = repo_id + max_logging.log(f"[INFO] use_kv=True: switched pretrained_model_name_or_path to KV model variant: {repo_id}") + max_logging.log(f"Target model detected: {repo_id}") if os.path.exists(repo_id): diff --git a/src/maxdiffusion/models/attention_flax.py b/src/maxdiffusion/models/attention_flax.py index 5a2754b6d..7b2ba0df7 100644 --- a/src/maxdiffusion/models/attention_flax.py +++ b/src/maxdiffusion/models/attention_flax.py @@ -273,32 +273,50 @@ def _select_flash_block_sizes( flash_block_sizes: BlockSizes, dtype: jnp.dtype, attention_kernel: str, + preserve_asymmetric_block_sizes: bool = False, ) -> BlockSizes: + """Select Flash/Splash block sizes. + + Existing MaxDiffusion behavior is preserved by default. When + preserve_asymmetric_block_sizes=True, explicitly configured block sizes are + honored even when Q and KV have different sequence lengths; the existing + padding path makes the tensors compatible with those block sizes. + """ query_seq_len = _flash_sequence_length(query) key_seq_len = _flash_sequence_length(key) q_max_block_size = 1024 if dtype == jnp.bfloat16 else 512 + if key_seq_len != query_seq_len: kv_max_block_size = ((key_seq_len + 127) // 128) * 128 else: kv_max_block_size = q_max_block_size - # Custom kernels use a lightweight carrier that omits the standard Splash - # backward fields. A remapped/local standard kernel still needs a complete - # BlockSizes object, including when cross-attention happens to have q_len == - # kv_len. + # Preserve the existing Tokamax conversion behavior. if flash_block_sizes is not None and not hasattr(flash_block_sizes, "use_fused_bwd_kernel"): flash_block_sizes = _coerce_tokamax_block_sizes(flash_block_sizes) - # Keep configured block sizes for self-attention, but let - # cross-attention derive safe KV-aware sizes when q_len != kv_len. - if flash_block_sizes and key_seq_len == query_seq_len: - if attention_kernel in ["tokamax_flash", "tokamax_ring"]: + # Existing self-attention behavior: configured values are returned unchanged. + if flash_block_sizes is not None and key_seq_len == query_seq_len: + if attention_kernel in ("tokamax_flash", "tokamax_ring"): + return _coerce_tokamax_block_sizes(flash_block_sizes) + return flash_block_sizes + + # NEW: opt-in behavior required by Klein KV-cache. + # + # Q and KV may have different sequence lengths, but _pad_data_for_flash() + # pads each sequence independently to the configured block size. Therefore + # block_q/block_kv do not need to divide the original sequence lengths. + if preserve_asymmetric_block_sizes and flash_block_sizes is not None: + if attention_kernel in ("tokamax_flash", "tokamax_ring"): return _coerce_tokamax_block_sizes(flash_block_sizes) return flash_block_sizes - block_size_q = flash_block_sizes.block_q if flash_block_sizes else q_max_block_size - use_tokamax = attention_kernel in ["tokamax_flash", "tokamax_ring"] + # Existing MaxDiffusion cross-attention behavior. + block_size_q = flash_block_sizes.block_q if flash_block_sizes is not None else q_max_block_size + + use_tokamax = attention_kernel in ("tokamax_flash", "tokamax_ring") + return splash_attention_kernel.BlockSizes( block_q=block_size_q, block_kv_compute=min(kv_max_block_size, key_seq_len), @@ -308,7 +326,7 @@ def _select_flash_block_sizes( block_kv_dkv_compute=min(kv_max_block_size, query_seq_len), block_q_dq=None if use_tokamax else block_size_q, block_kv_dq=None if use_tokamax else min(kv_max_block_size, query_seq_len), - use_fused_bwd_kernel=True if use_tokamax else False, + use_fused_bwd_kernel=use_tokamax, ) @@ -577,6 +595,7 @@ def _tpu_flash_attention( use_base2_exp: bool = False, use_experimental_scheduler: bool = False, is_causal: bool = False, + preserve_asymmetric_block_sizes: bool = False, ) -> jax.Array: """TPU Flash Attention""" @@ -587,7 +606,14 @@ def _tpu_flash_attention( attention_mask = _prepare_attention_mask_for_shard_map(attention_mask, query.shape[0], key.shape[2]) if attention_mask is not None and attention_kernel == "tokamax_ring_custom": raise NotImplementedError("tokamax_ring_custom does not support attention_mask.") - block_sizes = _select_flash_block_sizes(query, key, flash_block_sizes, dtype, attention_kernel) + block_sizes = _select_flash_block_sizes( + query, + key, + flash_block_sizes, + dtype, + attention_kernel, + preserve_asymmetric_block_sizes=preserve_asymmetric_block_sizes, + ) q_axis_names = nn.logical_to_mesh_axes(axis_names_q) kv_axis_names = nn.logical_to_mesh_axes(axis_names_kv) @@ -832,6 +858,7 @@ def _ulysses_attention( use_experimental_scheduler: bool = False, use_fixed_m: bool = False, ulysses_attention_chunks: int = 1, + preserve_asymmetric_block_sizes: bool = False, ) -> jax.Array: """Ulysses sequence-parallel attention. @@ -862,7 +889,14 @@ def _ulysses_attention( ) if not use_custom_kernel: - block_sizes = _select_flash_block_sizes(query, key, flash_block_sizes, dtype, "flash") + block_sizes = _select_flash_block_sizes( + query, + key, + flash_block_sizes, + dtype, + "flash", + preserve_asymmetric_block_sizes=preserve_asymmetric_block_sizes, + ) q_axis_names = nn.logical_to_mesh_axes(axis_names_q) kv_axis_names = nn.logical_to_mesh_axes(axis_names_kv) @@ -1080,6 +1114,7 @@ def _ulysses_ring_attention( use_experimental_scheduler: bool = False, ulysses_shards: int = -1, ulysses_attention_chunks: int = 1, + preserve_asymmetric_block_sizes: bool = False, ) -> jax.Array: """2D context-parallel attention using a private Ulysses x ring mesh. @@ -1124,7 +1159,14 @@ def _ulysses_ring_attention( attention_mask = _prepare_attention_mask_for_shard_map(attention_mask, query.shape[0], key.shape[2]) num_heads = query.shape[1] - block_sizes = _select_flash_block_sizes(query, key, flash_block_sizes, dtype, "tokamax_ring") + block_sizes = _select_flash_block_sizes( + query, + key, + flash_block_sizes, + dtype, + "tokamax_ring", + preserve_asymmetric_block_sizes=preserve_asymmetric_block_sizes, + ) q_axis_names = nn.logical_to_mesh_axes(axis_names_q) kv_axis_names = nn.logical_to_mesh_axes(axis_names_kv) @@ -1751,6 +1793,7 @@ def ulysses_kernel(q, k, v, context): residual_checkpoint_name=context["residual_checkpoint_name"], attention_mask=context["attention_mask"], ulysses_attention_chunks=context["ulysses_attention_chunks"], + preserve_asymmetric_block_sizes=context.get("preserve_asymmetric_block_sizes", False), ) @@ -1773,6 +1816,7 @@ def ulysses_ring_kernel(q, k, v, context): use_experimental_scheduler=context["use_experimental_scheduler"], ulysses_shards=context["ulysses_shards"], ulysses_attention_chunks=context["ulysses_attention_chunks"], + preserve_asymmetric_block_sizes=context.get("preserve_asymmetric_block_sizes", False), ) @@ -1795,6 +1839,7 @@ def flash_kernel(q, k, v, context): use_base2_exp=context["use_base2_exp"], use_experimental_scheduler=context["use_experimental_scheduler"], is_causal=context.get("is_causal", False), + preserve_asymmetric_block_sizes=context.get("preserve_asymmetric_block_sizes", False), ) @@ -1817,6 +1862,7 @@ def tokamax_flash_kernel(q, k, v, context): use_base2_exp=context["use_base2_exp"], use_experimental_scheduler=context["use_experimental_scheduler"], is_causal=context.get("is_causal", False), + preserve_asymmetric_block_sizes=context.get("preserve_asymmetric_block_sizes", False), ) @@ -1839,6 +1885,7 @@ def tokamax_ring_kernel(q, k, v, context): use_base2_exp=context["use_base2_exp"], use_experimental_scheduler=context["use_experimental_scheduler"], is_causal=context.get("is_causal", False), + preserve_asymmetric_block_sizes=context.get("preserve_asymmetric_block_sizes", False), ) @@ -1859,6 +1906,7 @@ def tokamax_ring_custom_kernel(q, k, v, context): attention_mask=context["attention_mask"], use_base2_exp=context.get("use_base2_exp", True), use_experimental_scheduler=context.get("use_experimental_scheduler", False), + preserve_asymmetric_block_sizes=context.get("preserve_asymmetric_block_sizes", False), ) @@ -1893,6 +1941,7 @@ def _apply_attention( ulysses_shards: int = -1, ulysses_attention_chunks: int = 1, is_causal: bool = False, + preserve_asymmetric_block_sizes: bool = False, ): """Routes to different attention kernels using a module-level registry.""" @@ -1959,11 +2008,13 @@ def _apply_attention( "use_memory_efficient_attention": use_memory_efficient_attention, "dpa_layer": dpa_layer, "is_causal": is_causal, + "preserve_asymmetric_block_sizes": preserve_asymmetric_block_sizes, } # Module-level Registry lookup if effective_attention_kernel in KERNEL_REGISTRY: - return KERNEL_REGISTRY[effective_attention_kernel](query, key, value, context) + with jax.named_scope(f"kernel_{effective_attention_kernel}"): + return KERNEL_REGISTRY[effective_attention_kernel](query, key, value, context) raise ValueError(f"Unexpected attention kernel {effective_attention_kernel=}.") @@ -2244,6 +2295,7 @@ def apply_attention( key: Array, value: Array, attention_mask: Array = None, + preserve_asymmetric_block_sizes: bool = False, ): return _apply_attention( query=query, @@ -2270,6 +2322,7 @@ def apply_attention( use_experimental_scheduler=self.use_experimental_scheduler if hasattr(self, "use_experimental_scheduler") else False, ulysses_shards=(self.ulysses_shards if hasattr(self, "ulysses_shards") else -1), ulysses_attention_chunks=(self.ulysses_attention_chunks if hasattr(self, "ulysses_attention_chunks") else 1), + preserve_asymmetric_block_sizes=preserve_asymmetric_block_sizes, ) @@ -2318,7 +2371,14 @@ def setup(self): variables = {} self.dpa_layer = functools.partial(dpa_layer.apply, variables) - def apply_attention(self, query: Array, key: Array, value: Array, attention_mask: Array = None): + def apply_attention( + self, + query: Array, + key: Array, + value: Array, + attention_mask: Array = None, + preserve_asymmetric_block_sizes: bool = False, + ): return _apply_attention( query=query, key=key, @@ -2343,6 +2403,7 @@ def apply_attention(self, query: Array, key: Array, value: Array, attention_mask ulysses_shards=self.ulysses_shards, ulysses_attention_chunks=self.ulysses_attention_chunks, is_causal=self.is_causal, + preserve_asymmetric_block_sizes=preserve_asymmetric_block_sizes, ) diff --git a/src/maxdiffusion/models/flux/transformers/transformer_flux_flax.py b/src/maxdiffusion/models/flux/transformers/transformer_flux_flax.py index 3183f462c..2d536ca1c 100644 --- a/src/maxdiffusion/models/flux/transformers/transformer_flux_flax.py +++ b/src/maxdiffusion/models/flux/transformers/transformer_flux_flax.py @@ -14,7 +14,7 @@ limitations under the License. """ -from typing import Dict, Optional, Tuple, Union +from typing import Any, Dict, Optional, Tuple, Union import jax import math import jax.numpy as jnp @@ -1435,58 +1435,118 @@ def __call__( hidden_states: jax.Array, encoder_hidden_states: Optional[jax.Array] = None, image_rotary_emb: Optional[Tuple[jax.Array, jax.Array]] = None, - ) -> Tuple[jax.Array, Optional[jax.Array]]: + kv_cache: Optional[Tuple[jax.Array, jax.Array]] = None, + kv_cache_mode: Optional[str] = None, + num_ref_tokens: int = 0, + ) -> Tuple[Tuple[jax.Array, Optional[jax.Array]], Optional[Tuple[jax.Array, jax.Array]]]: B, L = hidden_states.shape[:2] H, D = self.heads, self.dim_head - qkv_proj = self.i_qkv(hidden_states).reshape(B, L, 3, H, D) - query_proj, key_proj, value_proj = jnp.split(qkv_proj, 3, axis=2) - query_proj = self.query_norm(query_proj.squeeze(2)) - key_proj = self.key_norm(key_proj.squeeze(2)) - value_proj = value_proj.squeeze(2) - - if encoder_hidden_states is not None: - B_enc, L_txt = encoder_hidden_states.shape[:2] - encoder_qkv_proj = self.e_qkv(encoder_hidden_states).reshape(B_enc, L_txt, 3, H, D) - enc_query_proj, enc_key_proj, enc_value_proj = jnp.split(encoder_qkv_proj, 3, axis=2) - enc_query_proj = self.encoder_query_norm(enc_query_proj.squeeze(2)) - enc_key_proj = self.encoder_key_norm(enc_key_proj.squeeze(2)) - enc_value_proj = enc_value_proj.squeeze(2) - - query_proj = jnp.concatenate((enc_query_proj, query_proj), axis=1) - key_proj = jnp.concatenate((enc_key_proj, key_proj), axis=1) - value_proj = jnp.concatenate((enc_value_proj, value_proj), axis=1) + with jax.named_scope("qkv_projections"): + qkv_proj = self.i_qkv(hidden_states).reshape(B, L, 3, H, D) + query_proj, key_proj, value_proj = jnp.split(qkv_proj, 3, axis=2) + query_proj = self.query_norm(query_proj.squeeze(2)) + key_proj = self.key_norm(key_proj.squeeze(2)) + value_proj = value_proj.squeeze(2) + + if encoder_hidden_states is not None: + B_enc, L_txt = encoder_hidden_states.shape[:2] + encoder_qkv_proj = self.e_qkv(encoder_hidden_states).reshape(B_enc, L_txt, 3, H, D) + enc_query_proj, enc_key_proj, enc_value_proj = jnp.split(encoder_qkv_proj, 3, axis=2) + enc_query_proj = self.encoder_query_norm(enc_query_proj.squeeze(2)) + enc_key_proj = self.encoder_key_norm(enc_key_proj.squeeze(2)) + enc_value_proj = enc_value_proj.squeeze(2) + + query_proj = jnp.concatenate((enc_query_proj, query_proj), axis=1) + key_proj = jnp.concatenate((enc_key_proj, key_proj), axis=1) + value_proj = jnp.concatenate((enc_value_proj, value_proj), axis=1) if image_rotary_emb is not None: - if not isinstance(image_rotary_emb, (tuple, list)): - image_rotary_emb_reordered = rearrange(image_rotary_emb, "n d (i j) -> n d i j", i=2, j=2) + with jax.named_scope("rope_embeddings"): + if not isinstance(image_rotary_emb, (tuple, list)): + image_rotary_emb_reordered = rearrange(image_rotary_emb, "n d (i j) -> n d i j", i=2, j=2) + else: + image_rotary_emb_reordered = image_rotary_emb + query_proj = query_proj.swapaxes(1, 2) + key_proj = key_proj.swapaxes(1, 2) + query_proj, key_proj = apply_rope(query_proj, key_proj, image_rotary_emb_reordered) + query_proj = query_proj.swapaxes(1, 2) + key_proj = key_proj.swapaxes(1, 2) + + layer_kv = None + num_txt_tokens = encoder_hidden_states.shape[1] if encoder_hidden_states is not None else 0 + + with jax.named_scope("joint_attention_op"): + if kv_cache_mode == "extract" and num_ref_tokens > 0: + ref_start = num_txt_tokens + ref_end = num_txt_tokens + num_ref_tokens + k_ref = key_proj[:, ref_start:ref_end, :, :] + v_ref = value_proj[:, ref_start:ref_end, :, :] + layer_kv = (k_ref, v_ref) + + q_txt = query_proj[:, :ref_start] + q_ref = query_proj[:, ref_start:ref_end] + q_img = query_proj[:, ref_end:] + + q_txt_img = jnp.concatenate([q_txt, q_img], axis=1).reshape(B, -1, H * D) + k_all = key_proj.reshape(B, -1, H * D) + v_all = value_proj.reshape(B, -1, H * D) + + attn_txt_img = self.attention_op.apply_attention( + q_txt_img, + k_all, + v_all, + preserve_asymmetric_block_sizes=True, + ) + attn_txt = attn_txt_img[:, :ref_start] + attn_img = attn_txt_img[:, ref_start:] + + q_ref_flat = q_ref.reshape(B, -1, H * D) + k_ref_flat = k_ref.reshape(B, -1, H * D) + v_ref_flat = v_ref.reshape(B, -1, H * D) + attn_ref = self.attention_op.apply_attention(q_ref_flat, k_ref_flat, v_ref_flat) + + attn_output = jnp.concatenate([attn_txt, attn_ref, attn_img], axis=1) + + elif kv_cache_mode == "cached" and kv_cache is not None: + k_ref, v_ref = kv_cache + k_txt = key_proj[:, :num_txt_tokens] + k_img = key_proj[:, num_txt_tokens:] + v_txt = value_proj[:, :num_txt_tokens] + v_img = value_proj[:, num_txt_tokens:] + + k_all = jnp.concatenate([k_txt, k_ref, k_img], axis=1).reshape(B, -1, H * D) + v_all = jnp.concatenate([v_txt, v_ref, v_img], axis=1).reshape(B, -1, H * D) + q_all = query_proj.reshape(B, -1, H * D) + + attn_output = self.attention_op.apply_attention( + q_all, + k_all, + v_all, + preserve_asymmetric_block_sizes=True, + ) + else: - image_rotary_emb_reordered = image_rotary_emb - query_proj = query_proj.swapaxes(1, 2) - key_proj = key_proj.swapaxes(1, 2) - query_proj, key_proj = apply_rope(query_proj, key_proj, image_rotary_emb_reordered) - query_proj = query_proj.swapaxes(1, 2) - key_proj = key_proj.swapaxes(1, 2) + query_proj = query_proj.reshape(B, -1, H * D) + key_proj = key_proj.reshape(B, -1, H * D) + value_proj = value_proj.reshape(B, -1, H * D) - query_proj = query_proj.reshape(B, -1, H * D) - key_proj = key_proj.reshape(B, -1, H * D) - value_proj = value_proj.reshape(B, -1, H * D) + if encoder_hidden_states is not None: + query_proj = nn.with_logical_constraint(query_proj, ("activation_batch", "activation_length", "activation_heads")) + key_proj = nn.with_logical_constraint(key_proj, ("activation_batch", "activation_length", "activation_heads")) + value_proj = nn.with_logical_constraint(value_proj, ("activation_batch", "activation_length", "activation_heads")) - if encoder_hidden_states is not None: - query_proj = nn.with_logical_constraint(query_proj, ("activation_batch", "activation_length", "activation_heads")) - key_proj = nn.with_logical_constraint(key_proj, ("activation_batch", "activation_length", "activation_heads")) - value_proj = nn.with_logical_constraint(value_proj, ("activation_batch", "activation_length", "activation_heads")) + attn_output = self.attention_op.apply_attention(query_proj, key_proj, value_proj) - attn_output = self.attention_op.apply_attention(query_proj, key_proj, value_proj) context_attn_output = None - if encoder_hidden_states is not None: - context_attn_output = attn_output[:, : encoder_hidden_states.shape[1]] - attn_output = attn_output[:, encoder_hidden_states.shape[1] :] - attn_output = self.i_proj(attn_output) - context_attn_output = self.e_proj(context_attn_output) + with jax.named_scope("attention_out_projections"): + context_attn_output = attn_output[:, : encoder_hidden_states.shape[1]] + attn_output = attn_output[:, encoder_hidden_states.shape[1] :] + attn_output = self.i_proj(attn_output) + context_attn_output = self.e_proj(context_attn_output) - return attn_output, context_attn_output + return (attn_output, context_attn_output), layer_kv class NNXFluxSingleAttention(nnx.Module): @@ -1649,46 +1709,58 @@ def __call__( image_rotary_emb: Tuple[jax.Array, jax.Array], temb_mod_img: Optional[jax.Array] = None, temb_mod_txt: Optional[jax.Array] = None, - ) -> Tuple[jax.Array, jax.Array]: + kv_cache: Optional[Tuple[jax.Array, jax.Array]] = None, + kv_cache_mode: Optional[str] = None, + num_ref_tokens: int = 0, + ) -> Tuple[jax.Array, jax.Array, Optional[Tuple[jax.Array, jax.Array]]]: shift_msa, scale_msa, gate_msa, shift_mlp, scale_mlp, gate_mlp = jnp.split(temb_mod_img, 6, axis=-1) c_shift_msa, c_scale_msa, c_gate_msa, c_shift_mlp, c_scale_mlp, c_gate_mlp = jnp.split(temb_mod_txt, 6, axis=-1) - shift_msa = jnp.expand_dims(shift_msa, axis=1) - scale_msa = jnp.expand_dims(scale_msa, axis=1) - gate_msa = jnp.expand_dims(gate_msa, axis=1) - shift_mlp = jnp.expand_dims(shift_mlp, axis=1) - scale_mlp = jnp.expand_dims(scale_mlp, axis=1) - gate_mlp = jnp.expand_dims(gate_mlp, axis=1) - - c_shift_msa = jnp.expand_dims(c_shift_msa, axis=1) - c_scale_msa = jnp.expand_dims(c_scale_msa, axis=1) - c_gate_msa = jnp.expand_dims(c_gate_msa, axis=1) - c_shift_mlp = jnp.expand_dims(c_shift_mlp, axis=1) - c_scale_mlp = jnp.expand_dims(c_scale_mlp, axis=1) - c_gate_mlp = jnp.expand_dims(c_gate_mlp, axis=1) - - norm1_h = self.norm1(hidden_states) * (1.0 + scale_msa) + shift_msa - norm1_enc = self.norm1_context(encoder_hidden_states) * (1.0 + c_scale_msa) + c_shift_msa - - attn_img, attn_txt = self.attn( - hidden_states=norm1_h, - encoder_hidden_states=norm1_enc, - image_rotary_emb=image_rotary_emb, - ) + if temb_mod_img.ndim == 2: + shift_msa = jnp.expand_dims(shift_msa, axis=1) + scale_msa = jnp.expand_dims(scale_msa, axis=1) + gate_msa = jnp.expand_dims(gate_msa, axis=1) + shift_mlp = jnp.expand_dims(shift_mlp, axis=1) + scale_mlp = jnp.expand_dims(scale_mlp, axis=1) + gate_mlp = jnp.expand_dims(gate_mlp, axis=1) + + if temb_mod_txt.ndim == 2: + c_shift_msa = jnp.expand_dims(c_shift_msa, axis=1) + c_scale_msa = jnp.expand_dims(c_scale_msa, axis=1) + c_gate_msa = jnp.expand_dims(c_gate_msa, axis=1) + c_shift_mlp = jnp.expand_dims(c_shift_mlp, axis=1) + c_scale_mlp = jnp.expand_dims(c_scale_mlp, axis=1) + c_gate_mlp = jnp.expand_dims(c_gate_mlp, axis=1) - hidden_states = hidden_states + gate_msa * attn_img - encoder_hidden_states = encoder_hidden_states + c_gate_msa * attn_txt + with jax.named_scope("norm1_and_modulation"): + norm1_h = self.norm1(hidden_states) * (1.0 + scale_msa) + shift_msa + norm1_enc = self.norm1_context(encoder_hidden_states) * (1.0 + c_scale_msa) + c_shift_msa + + with jax.named_scope("double_attention"): + (attn_img, attn_txt), layer_kv = self.attn( + hidden_states=norm1_h, + encoder_hidden_states=norm1_enc, + image_rotary_emb=image_rotary_emb, + kv_cache=kv_cache, + kv_cache_mode=kv_cache_mode, + num_ref_tokens=num_ref_tokens, + ) - norm2_h = self.norm2(hidden_states) * (1.0 + scale_mlp) + shift_mlp - norm2_enc = self.norm2_context(encoder_hidden_states) * (1.0 + c_scale_mlp) + c_shift_mlp + hidden_states = hidden_states + gate_msa * attn_img + encoder_hidden_states = encoder_hidden_states + c_gate_msa * attn_txt - mlp_output = self.ff(norm2_h) - encoder_mlp_output = self.ff_context(norm2_enc) + with jax.named_scope("norm2_and_modulation"): + norm2_h = self.norm2(hidden_states) * (1.0 + scale_mlp) + shift_mlp + norm2_enc = self.norm2_context(encoder_hidden_states) * (1.0 + c_scale_mlp) + c_shift_mlp - hidden_states = hidden_states + gate_mlp * mlp_output - encoder_hidden_states = encoder_hidden_states + c_gate_mlp * encoder_mlp_output + with jax.named_scope("double_mlp"): + mlp_output = self.ff(norm2_h) + encoder_mlp_output = self.ff_context(norm2_enc) - return encoder_hidden_states, hidden_states + hidden_states = hidden_states + gate_mlp * mlp_output + encoder_hidden_states = encoder_hidden_states + c_gate_mlp * encoder_mlp_output + + return encoder_hidden_states, hidden_states, layer_kv class NNXFluxSingleTransformerBlock(nnx.Module): @@ -1769,50 +1841,117 @@ def __call__( temb: jax.Array, image_rotary_emb: Tuple[jax.Array, jax.Array], temb_mod: Optional[jax.Array] = None, - ) -> jax.Array: + kv_cache: Optional[Tuple[jax.Array, jax.Array]] = None, + kv_cache_mode: Optional[str] = None, + num_txt_tokens: int = 0, + num_ref_tokens: int = 0, + ) -> Tuple[jax.Array, Optional[Tuple[jax.Array, jax.Array]]]: residual = hidden_states shift_msa, scale_msa, gate = jnp.split(temb_mod, 3, axis=-1) - shift_msa = jnp.expand_dims(shift_msa, axis=1) - scale_msa = jnp.expand_dims(scale_msa, axis=1) - gate = jnp.expand_dims(gate, axis=1) - norm_hidden_states = self.norm(hidden_states) - norm_hidden_states = (1 + scale_msa) * norm_hidden_states + shift_msa + if temb_mod.ndim == 2: + shift_msa = jnp.expand_dims(shift_msa, axis=1) + scale_msa = jnp.expand_dims(scale_msa, axis=1) + gate = jnp.expand_dims(gate, axis=1) - qkv, mlp = jnp.split(self.linear1(norm_hidden_states), [3 * self.dim], axis=-1) - qkv = nn.with_logical_constraint(qkv, ("activation_batch", "activation_length", "activation_embed")) - mlp = nn.with_logical_constraint(mlp, ("activation_batch", "activation_length", "activation_embed")) + with jax.named_scope("norm_and_modulation"): + norm_hidden_states = self.norm(hidden_states) + norm_hidden_states = (1 + scale_msa) * norm_hidden_states + shift_msa - B, L = hidden_states.shape[:2] - H, D = self.num_attention_heads, qkv.shape[-1] // (self.num_attention_heads * 3) - qkv_proj = qkv.reshape(B, L, 3, H, D).transpose(2, 0, 3, 1, 4) - q, k, v = qkv_proj + with jax.named_scope("linear1_qkv_and_mlp"): + qkv, mlp = jnp.split(self.linear1(norm_hidden_states), [3 * self.dim], axis=-1) + qkv = nn.with_logical_constraint(qkv, ("activation_batch", "activation_length", "activation_embed")) + mlp = nn.with_logical_constraint(mlp, ("activation_batch", "activation_length", "activation_embed")) - q = self.attn.query_norm(q) - k = self.attn.key_norm(k) + B, L = hidden_states.shape[:2] + H, D = self.num_attention_heads, qkv.shape[-1] // (self.num_attention_heads * 3) + qkv_proj = qkv.reshape(B, L, 3, H, D).transpose(2, 0, 3, 1, 4) + q, k, v = qkv_proj + + q = self.attn.query_norm(q) + k = self.attn.key_norm(k) if image_rotary_emb is not None: - if isinstance(image_rotary_emb, (tuple, list)): - image_rotary_emb_reordered = image_rotary_emb - else: - image_rotary_emb_reordered = rearrange(image_rotary_emb, "n d (i j) -> n d i j", i=2, j=2) - q, k = apply_rope(q, k, image_rotary_emb_reordered) + with jax.named_scope("rope_embeddings"): + if isinstance(image_rotary_emb, (tuple, list)): + image_rotary_emb_reordered = image_rotary_emb + else: + image_rotary_emb_reordered = rearrange(image_rotary_emb, "n d (i j) -> n d i j", i=2, j=2) + q, k = apply_rope(q, k, image_rotary_emb_reordered) + + layer_kv = None + with jax.named_scope("single_attention_op"): + if kv_cache_mode == "extract" and num_ref_tokens > 0: + ref_start = num_txt_tokens + ref_end = num_txt_tokens + num_ref_tokens + k_ref = k[:, :, ref_start:ref_end, :].transpose(0, 2, 1, 3) + v_ref = v[:, :, ref_start:ref_end, :].transpose(0, 2, 1, 3) + layer_kv = (k_ref, v_ref) + + q_txt_img = ( + jnp.concatenate([q[:, :, :ref_start, :], q[:, :, ref_end:, :]], axis=2) + .transpose(0, 2, 1, 3) + .reshape(B, -1, H * D) + ) + k_all = k.transpose(0, 2, 1, 3).reshape(B, -1, H * D) + v_all = v.transpose(0, 2, 1, 3).reshape(B, -1, H * D) + + attn_txt_img = self.attn.attention_op.apply_attention( + q_txt_img, + k_all, + v_all, + preserve_asymmetric_block_sizes=True, + ) + attn_txt = attn_txt_img[:, :ref_start] + attn_img = attn_txt_img[:, ref_start:] - q = q.transpose(0, 2, 1, 3).reshape(q.shape[0], q.shape[2], -1) - k = k.transpose(0, 2, 1, 3).reshape(k.shape[0], k.shape[2], -1) - v = v.transpose(0, 2, 1, 3).reshape(v.shape[0], v.shape[2], -1) + q_ref_flat = q[:, :, ref_start:ref_end, :].transpose(0, 2, 1, 3).reshape(B, -1, H * D) + k_ref_flat = k[:, :, ref_start:ref_end, :].transpose(0, 2, 1, 3).reshape(B, -1, H * D) + v_ref_flat = v[:, :, ref_start:ref_end, :].transpose(0, 2, 1, 3).reshape(B, -1, H * D) + attn_ref = self.attn.attention_op.apply_attention(q_ref_flat, k_ref_flat, v_ref_flat) - attn_output = self.attn.attention_op.apply_attention(q, k, v) + attn_output = jnp.concatenate([attn_txt, attn_ref, attn_img], axis=1) - mlp1, mlp2 = jnp.split(mlp, 2, axis=-1) - mlp_activated = nnx.silu(mlp1) * mlp2 + elif kv_cache_mode == "cached" and kv_cache is not None: + k_ref, v_ref = kv_cache + k_ref_trans = k_ref.transpose(0, 2, 1, 3) + v_ref_trans = v_ref.transpose(0, 2, 1, 3) - attn_mlp = jnp.concatenate([attn_output, mlp_activated], axis=2) - attn_mlp = nn.with_logical_constraint(attn_mlp, ("activation_batch", "activation_length", "activation_embed")) - hidden_states = self.linear2(attn_mlp) - hidden_states = gate * hidden_states - hidden_states = residual + hidden_states - return hidden_states + k_all = ( + jnp.concatenate([k[:, :, :num_txt_tokens, :], k_ref_trans, k[:, :, num_txt_tokens:, :]], axis=2) + .transpose(0, 2, 1, 3) + .reshape(B, -1, H * D) + ) + v_all = ( + jnp.concatenate([v[:, :, :num_txt_tokens, :], v_ref_trans, v[:, :, num_txt_tokens:, :]], axis=2) + .transpose(0, 2, 1, 3) + .reshape(B, -1, H * D) + ) + q_all = q.transpose(0, 2, 1, 3).reshape(B, -1, H * D) + + attn_output = self.attn.attention_op.apply_attention( + q_all, + k_all, + v_all, + preserve_asymmetric_block_sizes=True, + ) + + else: + q_flat = q.transpose(0, 2, 1, 3).reshape(B, -1, H * D) + k_flat = k.transpose(0, 2, 1, 3).reshape(B, -1, H * D) + v_flat = v.transpose(0, 2, 1, 3).reshape(B, -1, H * D) + attn_output = self.attn.attention_op.apply_attention(q_flat, k_flat, v_flat) + + with jax.named_scope("swiglu_and_linear2"): + mlp1, mlp2 = jnp.split(mlp, 2, axis=-1) + mlp_activated = nnx.silu(mlp1) * mlp2 + + attn_mlp = jnp.concatenate([attn_output, mlp_activated], axis=2) + attn_mlp = nn.with_logical_constraint(attn_mlp, ("activation_batch", "activation_length", "activation_embed")) + hidden_states = self.linear2(attn_mlp) + hidden_states = gate * hidden_states + hidden_states = residual + hidden_states + return hidden_states, layer_kv class NNXFlux2KleinTransformer2DModel(nnx.Module): @@ -1978,59 +2117,177 @@ def __call__( txt_ids: Optional[jax.Array] = None, guidance: Optional[jax.Array] = None, return_dict: bool = True, - ) -> Union[jax.Array, Transformer2DModelOutput]: - hidden_states = self.x_embedder(hidden_states) - timestep = timestep * 1000.0 - if guidance is not None: - guidance = guidance * 1000.0 - temb = self.time_text_embed(timestep, guidance, pooled_projections) - temb = temb.astype(hidden_states.dtype) - - temb_silu = nnx.silu(temb) - double_stream_mod_img = self.double_stream_modulation_img(temb_silu) - double_stream_mod_txt = self.double_stream_modulation_txt(temb_silu) - single_stream_mod = self.single_stream_modulation(temb_silu) - - if encoder_hidden_states is not None: - encoder_hidden_states = self.context_embedder(encoder_hidden_states) - - if txt_ids.ndim == 3: - txt_ids = txt_ids[0] - if img_ids.ndim == 3: - img_ids = img_ids[0] - - image_rotary_emb = self.pos_embed(img_ids) - text_rotary_emb = self.pos_embed(txt_ids) - concat_rotary_emb = ( - jnp.concatenate([text_rotary_emb[0], image_rotary_emb[0]], axis=0), - jnp.concatenate([text_rotary_emb[1], image_rotary_emb[1]], axis=0), - ) + kv_cache: Optional[Any] = None, + kv_cache_mode: Optional[str] = None, + num_ref_tokens: int = 0, + ref_fixed_timestep: float = 0.0, + ) -> Union[jax.Array, Transformer2DModelOutput, Tuple[Any, Any]]: + with jax.named_scope("input_embeddings"): + hidden_states = self.x_embedder(hidden_states) + timestep_scaled = timestep * 1000.0 + guidance_scaled = guidance * 1000.0 if guidance is not None else None + temb = self.time_text_embed(timestep_scaled, guidance_scaled, pooled_projections) + temb = temb.astype(hidden_states.dtype) + + temb_silu = nnx.silu(temb) + double_stream_mod_img = self.double_stream_modulation_img(temb_silu) + double_stream_mod_txt = self.double_stream_modulation_txt(temb_silu) + single_stream_mod = self.single_stream_modulation(temb_silu) - for double_block in self.double_blocks: - encoder_hidden_states, hidden_states = double_block( - hidden_states=hidden_states, - encoder_hidden_states=encoder_hidden_states, - temb=temb, - image_rotary_emb=concat_rotary_emb, - temb_mod_img=double_stream_mod_img, - temb_mod_txt=double_stream_mod_txt, - ) + if encoder_hidden_states is not None: + encoder_hidden_states = self.context_embedder(encoder_hidden_states) - num_txt_tokens = encoder_hidden_states.shape[1] - hidden_states = jnp.concatenate([encoder_hidden_states, hidden_states], axis=1) + if txt_ids.ndim == 3: + txt_ids = txt_ids[0] + if img_ids.ndim == 3: + img_ids = img_ids[0] - for single_block in self.single_blocks: - hidden_states = single_block( - hidden_states=hidden_states, - temb=temb, - image_rotary_emb=concat_rotary_emb, - temb_mod=single_stream_mod, + image_rotary_emb = self.pos_embed(img_ids) + text_rotary_emb = self.pos_embed(txt_ids) + concat_rotary_emb = ( + jnp.concatenate([text_rotary_emb[0], image_rotary_emb[0]], axis=0), + jnp.concatenate([text_rotary_emb[1], image_rotary_emb[1]], axis=0), ) - hidden_states = hidden_states[:, num_txt_tokens:, ...] - hidden_states = self.norm_out(hidden_states, temb) - output = self.proj_out(hidden_states) + if kv_cache_mode == "extract" and num_ref_tokens > 0: + with jax.named_scope("extract_reference_modulation"): + num_img_tokens = hidden_states.shape[1] - num_ref_tokens + ref_timestep = jnp.full_like(timestep_scaled, ref_fixed_timestep * 1000.0) + ref_temb = self.time_text_embed(ref_timestep, guidance_scaled, pooled_projections).astype(hidden_states.dtype) + ref_temb_silu = nnx.silu(ref_temb) + ref_double_mod_img = self.double_stream_modulation_img(ref_temb_silu) + ref_single_mod = self.single_stream_modulation(ref_temb_silu) + + ref_mod_expanded = jnp.repeat(jnp.expand_dims(ref_double_mod_img, 1), num_ref_tokens, axis=1) + img_mod_expanded = jnp.repeat(jnp.expand_dims(double_stream_mod_img, 1), num_img_tokens, axis=1) + double_stream_mod_img = jnp.concatenate([ref_mod_expanded, img_mod_expanded], axis=1) + + double_block_caches = [] + for idx, double_block in enumerate(self.double_blocks): + with jax.named_scope(f"double_block_{idx}"): + encoder_hidden_states, hidden_states, layer_kv = double_block( + hidden_states=hidden_states, + encoder_hidden_states=encoder_hidden_states, + temb=temb, + image_rotary_emb=concat_rotary_emb, + temb_mod_img=double_stream_mod_img, + temb_mod_txt=double_stream_mod_txt, + kv_cache=None, + kv_cache_mode="extract", + num_ref_tokens=num_ref_tokens, + ) + double_block_caches.append(layer_kv) + + num_txt_tokens = encoder_hidden_states.shape[1] + hidden_states = jnp.concatenate([encoder_hidden_states, hidden_states], axis=1) + + txt_mod_expanded = jnp.repeat(jnp.expand_dims(single_stream_mod, 1), num_txt_tokens, axis=1) + ref_smod_expanded = jnp.repeat(jnp.expand_dims(ref_single_mod, 1), num_ref_tokens, axis=1) + img_smod_expanded = jnp.repeat(jnp.expand_dims(single_stream_mod, 1), num_img_tokens, axis=1) + single_stream_mod = jnp.concatenate([txt_mod_expanded, ref_smod_expanded, img_smod_expanded], axis=1) + + single_block_caches = [] + for idx, single_block in enumerate(self.single_blocks): + with jax.named_scope(f"single_block_{idx}"): + hidden_states, layer_kv = single_block( + hidden_states=hidden_states, + temb=temb, + image_rotary_emb=concat_rotary_emb, + temb_mod=single_stream_mod, + kv_cache=None, + kv_cache_mode="extract", + num_txt_tokens=num_txt_tokens, + num_ref_tokens=num_ref_tokens, + ) + single_block_caches.append(layer_kv) + + with jax.named_scope("output_norm_and_projection"): + hidden_states = hidden_states[:, num_txt_tokens + num_ref_tokens :, ...] + hidden_states = self.norm_out(hidden_states, temb) + output = self.proj_out(hidden_states) + + extracted_kv_cache = { + "double": tuple(double_block_caches), + "single": tuple(single_block_caches), + "num_ref_tokens": num_ref_tokens, + } + if not return_dict: + return output, extracted_kv_cache + return Transformer2DModelOutput(sample=output), extracted_kv_cache + + elif kv_cache_mode == "cached" and kv_cache is not None: + double_caches = kv_cache["double"] if isinstance(kv_cache, dict) else kv_cache[0] + single_caches = kv_cache["single"] if isinstance(kv_cache, dict) else kv_cache[1] + num_ref = kv_cache.get("num_ref_tokens", 0) if isinstance(kv_cache, dict) else 0 + + for idx, double_block in enumerate(self.double_blocks): + with jax.named_scope(f"double_block_{idx}"): + encoder_hidden_states, hidden_states, _ = double_block( + hidden_states=hidden_states, + encoder_hidden_states=encoder_hidden_states, + temb=temb, + image_rotary_emb=concat_rotary_emb, + temb_mod_img=double_stream_mod_img, + temb_mod_txt=double_stream_mod_txt, + kv_cache=double_caches[idx], + kv_cache_mode="cached", + num_ref_tokens=num_ref, + ) + + num_txt_tokens = encoder_hidden_states.shape[1] + hidden_states = jnp.concatenate([encoder_hidden_states, hidden_states], axis=1) + + for idx, single_block in enumerate(self.single_blocks): + with jax.named_scope(f"single_block_{idx}"): + hidden_states, _ = single_block( + hidden_states=hidden_states, + temb=temb, + image_rotary_emb=concat_rotary_emb, + temb_mod=single_stream_mod, + kv_cache=single_caches[idx], + kv_cache_mode="cached", + num_txt_tokens=num_txt_tokens, + num_ref_tokens=num_ref, + ) + + with jax.named_scope("output_norm_and_projection"): + hidden_states = hidden_states[:, num_txt_tokens:, ...] + hidden_states = self.norm_out(hidden_states, temb) + output = self.proj_out(hidden_states) + + if not return_dict: + return (output,) + return Transformer2DModelOutput(sample=output) - if not return_dict: - return (output,) - return Transformer2DModelOutput(sample=output) + else: + for idx, double_block in enumerate(self.double_blocks): + with jax.named_scope(f"double_block_{idx}"): + encoder_hidden_states, hidden_states, _ = double_block( + hidden_states=hidden_states, + encoder_hidden_states=encoder_hidden_states, + temb=temb, + image_rotary_emb=concat_rotary_emb, + temb_mod_img=double_stream_mod_img, + temb_mod_txt=double_stream_mod_txt, + ) + + num_txt_tokens = encoder_hidden_states.shape[1] + hidden_states = jnp.concatenate([encoder_hidden_states, hidden_states], axis=1) + + for idx, single_block in enumerate(self.single_blocks): + with jax.named_scope(f"single_block_{idx}"): + hidden_states, _ = single_block( + hidden_states=hidden_states, + temb=temb, + image_rotary_emb=concat_rotary_emb, + temb_mod=single_stream_mod, + ) + + with jax.named_scope("output_norm_and_projection"): + hidden_states = hidden_states[:, num_txt_tokens:, ...] + hidden_states = self.norm_out(hidden_states, temb) + output = self.proj_out(hidden_states) + + if not return_dict: + return (output,) + return Transformer2DModelOutput(sample=output) diff --git a/src/maxdiffusion/pipelines/flux/flux2klein_pipeline.py b/src/maxdiffusion/pipelines/flux/flux2klein_pipeline.py index 1b8608d98..6b492fb4c 100644 --- a/src/maxdiffusion/pipelines/flux/flux2klein_pipeline.py +++ b/src/maxdiffusion/pipelines/flux/flux2klein_pipeline.py @@ -233,6 +233,72 @@ def scan_body(cur_latents, step_idx): final_latents, _ = jax.lax.scan(scan_body, latents, steps) return final_latents + @jax.jit(static_argnums=(10, 11)) + def fused_kv_denoise_loop( + t_params, + target_latents, + ref_latents, + target_img_ids, + ref_img_ids, + prompt_embeds, + txt_ids, + vec, + timesteps, + sigmas, + guidance=None, + num_ref_tokens=0, + ): + sigmas_padded = jnp.concatenate([sigmas, jnp.array([0.0], dtype=sigmas.dtype)]) + nnx_merged = nnx.merge(g, t_params, r) + + step0_latents = jnp.concatenate([ref_latents, target_latents], axis=1) + step0_img_ids = jnp.concatenate([ref_img_ids, target_img_ids], axis=1) + t0_val = timesteps[0] + t0_vec = jnp.broadcast_to(t0_val / 1000.0, (target_latents.shape[0],)) + + out0, kv_cache = nnx_merged( + hidden_states=step0_latents, + img_ids=step0_img_ids, + encoder_hidden_states=prompt_embeds, + txt_ids=txt_ids, + pooled_projections=vec, + timestep=t0_vec, + guidance=guidance, + return_dict=True, + kv_cache_mode="extract", + num_ref_tokens=num_ref_tokens, + ) + dt0 = sigmas_padded[1] - sigmas_padded[0] + v0 = out0.sample + latents_step1 = target_latents + v0 * dt0 + + def scan_body(cur_latents, step_idx): + t_val = timesteps[step_idx] + t_vec = jnp.broadcast_to(t_val / 1000.0, (cur_latents.shape[0],)) + model_output = nnx_merged( + hidden_states=cur_latents, + img_ids=target_img_ids, + encoder_hidden_states=prompt_embeds, + txt_ids=txt_ids, + pooled_projections=vec, + timestep=t_vec, + guidance=guidance, + return_dict=True, + kv_cache=kv_cache, + kv_cache_mode="cached", + num_ref_tokens=num_ref_tokens, + ) + sigma = sigmas_padded[step_idx] + sigma_next = sigmas_padded[step_idx + 1] + dt = sigma_next - sigma + v = model_output.sample + next_latents = cur_latents + v * dt + return next_latents, None + + steps = jnp.arange(1, timesteps.shape[0]) + final_latents, _ = jax.lax.scan(scan_body, latents_step1, steps) + return final_latents + else: @jax.jit @@ -284,9 +350,12 @@ def scan_body(cur_latents, step_idx): final_latents, _ = jax.lax.scan(scan_body, latents, steps) return final_latents + fused_kv_denoise_loop = fused_denoise_loop + self._jitted_qwen3_forward = qwen3_forward self._jitted_transformer_step = transformer_step self._jitted_fused_denoise_loop = fused_denoise_loop + self._jitted_fused_kv_denoise_loop = fused_kv_denoise_loop self._jitted_vae_encode = vae_encode self._jitted_vae_decode = vae_decode @@ -349,6 +418,7 @@ def compile_aot_async( images=None, image=None, num_conditioning_images=0, + use_kv=None, ): """Triggers AOT compilation for Qwen3, Flux Transformer, and VAE concurrently using ThreadPoolExecutor.""" self._setup_jit_functions() @@ -417,24 +487,54 @@ def compile_qwen3(): num_steps = self._config.num_inference_steps dummy_timesteps = put_data_on_devices(jnp.zeros((num_steps,), dtype=jnp.float32), replicated_sharding) - dummy_sigmas = put_data_on_devices(jnp.zeros((num_steps,), dtype=jnp.float32), replicated_sharding) + dummy_sigmas = put_data_on_devices(jnp.zeros((num_steps + 1,), dtype=jnp.float32), replicated_sharding) + + use_kv = self._config.use_kv if use_kv is None else use_kv + dummy_ref_latents = ( + put_data_on_devices(jnp.zeros((batch_size, total_ref_tokens, 128), dtype=jnp.float32), data_sharding) + if total_ref_tokens > 0 + else None + ) + dummy_ref_img_ids = ( + put_data_on_devices(jnp.zeros((batch_size, total_ref_tokens, 4), dtype=jnp.int32), data_sharding) + if total_ref_tokens > 0 + else None + ) + dummy_target_img_ids = put_data_on_devices(jnp.zeros((batch_size, seq_len_img, 4), dtype=jnp.int32), data_sharding) def compile_transformer(): t0 = time.perf_counter() with self.mesh, nn_partitioning.axis_rules(self._config.logical_axis_rules): - self._jitted_fused_denoise_loop.lower( - params, - dummy_latents, - dummy_img_ids, - dummy_prompt_embeds, - dummy_txt_ids, - None, - dummy_timesteps, - dummy_sigmas, - None, - seq_len_img, - ).compile() - max_logging.log(f" -> [AOT COMPILED] Fused Flux Transformer Denoise Scan in {time.perf_counter() - t0:.2f}s") + if use_kv and total_ref_tokens > 0 and self._jitted_fused_kv_denoise_loop is not None: + self._jitted_fused_kv_denoise_loop.lower( + params, + dummy_target_latents, + dummy_ref_latents, + dummy_target_img_ids, + dummy_ref_img_ids, + dummy_prompt_embeds, + dummy_txt_ids, + None, + dummy_timesteps, + dummy_sigmas, + None, + num_ref_tokens=total_ref_tokens, + ).compile() + max_logging.log(f" -> [AOT COMPILED] Fused Flux Transformer KV Denoise Scan in {time.perf_counter() - t0:.2f}s") + else: + self._jitted_fused_denoise_loop.lower( + params, + dummy_latents, + dummy_img_ids, + dummy_prompt_embeds, + dummy_txt_ids, + None, + dummy_timesteps, + dummy_sigmas, + None, + seq_len_img, + ).compile() + max_logging.log(f" -> [AOT COMPILED] Fused Flux Transformer Denoise Scan in {time.perf_counter() - t0:.2f}s") def compile_vae(): t0 = time.perf_counter() @@ -508,6 +608,7 @@ def __call__( image: Optional[Union[Any, List[Any]]] = None, use_latents: bool = False, latents: Optional[Any] = None, + use_kv: Optional[bool] = None, measure_time: bool = False, timing: bool = False, warmup: bool = False, @@ -617,6 +718,8 @@ def put_data_on_devices(x, sharding): ref_img_ids_val = prepare_multi_image_ids(norm_ref_latents, scale=10) if ref_img_ids_val.shape[0] == 1 and batch_size > 1: ref_img_ids_val = jnp.repeat(ref_img_ids_val, batch_size, axis=0) + ref_latents_jax = jnp.concatenate(packed_ref_latents, axis=1) + num_ref_tokens = ref_latents_jax.shape[1] img_ids_val = jnp.concatenate([target_img_ids_val, ref_img_ids_val], axis=1) latents_jax = jnp.concatenate([latents_jax] + packed_ref_latents, axis=1) max_logging.log(f" [PIPELINE] Joint latents shape: {latents_jax.shape}, Joint img_ids shape: {img_ids_val.shape}") @@ -629,6 +732,9 @@ def put_data_on_devices(x, sharding): max_logging.log(f" -> [TIMING] Reference Image Encoding (VAE): {trace['vae_encode']:.4f} seconds") else: img_ids_val = target_img_ids_val + packed_ref_latents = [] + ref_latents_jax = None + num_ref_tokens = 0 trace["vae_encode"] = 0.0 trace["image_encoding"] = 0.0 @@ -734,26 +840,52 @@ def put_data_on_devices(x, sharding): replicated_sharding = jax.sharding.NamedSharding(self.mesh, P()) timesteps_device = put_data_on_devices(scheduler_state.timesteps, replicated_sharding) sigmas_device = put_data_on_devices(scheduler_state.sigmas, replicated_sharding) - + use_kv = self._config.use_kv if use_kv is None else use_kv do_prof_denoise = profile_target in ("all", "denoise") if do_prof_denoise: tb_dir = self._config.tensorboard_dir jax.profiler.start_trace(os.path.join(tb_dir, "profile_denoise")) - with jax.named_scope("fused_flux_denoise_loop"): - latents_jax = self._jitted_fused_denoise_loop( - params, - latents_jax, - img_ids_val, - prompt_embeds_jax, - txt_ids_val, - vec_val, - timesteps_device, - sigmas_device, - guidance_vec_val, - seq_len_img, - ) - if timing: - latents_jax.block_until_ready() + + if use_kv and len(packed_ref_latents) > 0: + ref_latents_device = put_data_on_devices(ref_latents_jax, data_sharding) + ref_img_ids_device = put_data_on_devices(ref_img_ids_val, data_sharding) + target_img_ids_device = put_data_on_devices(target_img_ids_val, data_sharding) + target_latents_device = put_data_on_devices(latents_jax[:, :seq_len_img, :], data_sharding) + + with jax.named_scope("fused_flux_kv_denoise_loop"): + latents_jax = self._jitted_fused_kv_denoise_loop( + params, + target_latents_device, + ref_latents_device, + target_img_ids_device, + ref_img_ids_device, + prompt_embeds_jax, + txt_ids_val, + vec_val, + timesteps_device, + sigmas_device, + guidance_vec_val, + num_ref_tokens, + ) + if timing: + latents_jax.block_until_ready() + else: + with jax.named_scope("fused_flux_denoise_loop"): + latents_jax = self._jitted_fused_denoise_loop( + params, + latents_jax, + img_ids_val, + prompt_embeds_jax, + txt_ids_val, + vec_val, + timesteps_device, + sigmas_device, + guidance_vec_val, + seq_len_img, + ) + if timing: + latents_jax.block_until_ready() + if do_prof_denoise: jax.profiler.stop_trace() diff --git a/src/maxdiffusion/tests/attention_block_sizes_test.py b/src/maxdiffusion/tests/attention_block_sizes_test.py new file mode 100644 index 000000000..cc33b5e5f --- /dev/null +++ b/src/maxdiffusion/tests/attention_block_sizes_test.py @@ -0,0 +1,127 @@ +""" +Copyright 2026 Google LLC + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + https://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +""" + +import unittest +import jax.numpy as jnp +from jax.experimental.pallas.ops.tpu.splash_attention import splash_attention_kernel +from maxdiffusion.models.attention_flax import ( + _select_flash_block_sizes, + _pad_data_for_flash, +) + + +class AttentionBlockSizesTest(unittest.TestCase): + """Unit tests for Flash/Splash block-size selection and padding.""" + + def test_symmetric_configured_behavior_unchanged(self): + """Test A: User-configured symmetric BlockSizes are returned unchanged.""" + bs = splash_attention_kernel.BlockSizes( + block_q=2048, + block_kv=1024, + block_kv_compute=512, + block_q_dkv=1024, + block_kv_dkv=512, + block_kv_dkv_compute=256, + block_q_dq=512, + block_kv_dq=256, + use_fused_bwd_kernel=False, + ) + q = jnp.zeros((1, 1, 4096, 128), dtype=jnp.bfloat16) + k = jnp.zeros((1, 1, 4096, 128), dtype=jnp.bfloat16) + + result = _select_flash_block_sizes( + query=q, + key=k, + flash_block_sizes=bs, + dtype=jnp.bfloat16, + attention_kernel="flash", + preserve_asymmetric_block_sizes=False, + ) + self.assertIs(result, bs) + + def test_default_asymmetric_behavior_unchanged(self): + """Test B: Default asymmetric behavior derives KV-aware BlockSizes matching main.""" + bs = splash_attention_kernel.BlockSizes( + block_q=1024, + block_kv=1024, + block_kv_compute=1024, + block_q_dkv=1024, + block_kv_dkv=1024, + block_kv_dkv_compute=1024, + block_q_dq=1024, + block_kv_dq=1024, + use_fused_bwd_kernel=False, + ) + q = jnp.zeros((1, 1, 512, 128), dtype=jnp.bfloat16) + k = jnp.zeros((1, 1, 4096, 128), dtype=jnp.bfloat16) + + result = _select_flash_block_sizes( + query=q, + key=k, + flash_block_sizes=bs, + dtype=jnp.bfloat16, + attention_kernel="flash", + preserve_asymmetric_block_sizes=False, + ) + self.assertEqual(result.block_q, 1024) + self.assertEqual(result.block_kv, 4096) + self.assertEqual(result.block_kv_compute, 4096) + + def test_klein_kv_asymmetric_config_preserved(self): + """Test C: Klein KV asymmetric config is preserved when preserve_asymmetric_block_sizes=True.""" + klein_bs = splash_attention_kernel.BlockSizes( + block_q=4608, + block_kv=1024, + block_kv_compute=1024, + block_q_dkv=4608, + block_kv_dkv=1024, + block_kv_dkv_compute=1024, + block_q_dq=4608, + block_kv_dq=1024, + use_fused_bwd_kernel=False, + ) + q = jnp.zeros((1, 1, 4608, 128), dtype=jnp.bfloat16) + k = jnp.zeros((1, 1, 8704, 128), dtype=jnp.bfloat16) + + result = _select_flash_block_sizes( + query=q, + key=k, + flash_block_sizes=klein_bs, + dtype=jnp.bfloat16, + attention_kernel="flash", + preserve_asymmetric_block_sizes=True, + ) + self.assertIs(result, klein_bs) + self.assertEqual(result.block_q, 4608) + self.assertEqual(result.block_kv, 1024) + self.assertEqual(result.block_kv_compute, 1024) + self.assertNotEqual(8704 % 1024, 0) + + def test_pad_data_for_flash_validity(self): + """Test D: _pad_data_for_flash pads 8704 KV tokens to 9216 (multiple of 1024).""" + key = jnp.zeros((1, 8704, 8 * 128), dtype=jnp.bfloat16) + padded_k, _, original_len = _pad_data_for_flash( + key, + heads=8, + flash_block_size=1024, + ) + self.assertEqual(original_len, 8704) + self.assertEqual(padded_k.shape[2], 9216) + self.assertEqual(padded_k.shape[2] % 1024, 0) + + +if __name__ == "__main__": + unittest.main() diff --git a/src/maxdiffusion/tests/flux2klein_kv_pipeline_e2e_test.py b/src/maxdiffusion/tests/flux2klein_kv_pipeline_e2e_test.py new file mode 100644 index 000000000..13ccac106 --- /dev/null +++ b/src/maxdiffusion/tests/flux2klein_kv_pipeline_e2e_test.py @@ -0,0 +1,466 @@ +""" +Copyright 2026 Google LLC + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + https://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +""" + +import gc +import json +import os +from typing import Optional +import unittest +import numpy as np +import pytest +from PIL import Image +from skimage.metrics import structural_similarity as ssim +import torch + +try: + from diffusers import Flux2KleinKVPipeline +except ImportError: + Flux2KleinKVPipeline = None + +import jax +import jax.numpy as jnp +import flax +from flax import nnx +from flax.linen import partitioning as nn_partitioning +import flax.linen as nn +from jax.sharding import Mesh +from transformers import AutoConfig, Qwen2TokenizerFast + +from maxdiffusion import max_logging, pyconfig +from maxdiffusion.max_utils import create_device_mesh, get_flash_block_sizes, device_put_replicated +from maxdiffusion.models.flux.transformers.transformer_flux_flax import NNXFlux2KleinTransformer2DModel +from maxdiffusion.models.flux.vae.autoencoder_kl_flux2_nnx import ( + NNXAutoencoderKLFlux2, + load_and_convert_flux2klein_nnx_vae_weights, +) +from maxdiffusion.models.flux.util import load_and_convert_flux_klein_nnx_weights +from maxdiffusion.models.qwen3_flax import FlaxQwen3Model, FlaxQwen3Config +from maxdiffusion.models.qwen3_utils import load_and_convert_qwen3_weights +from maxdiffusion.schedulers.scheduling_flow_match_flax import FlaxFlowMatchScheduler +from maxdiffusion.pipelines.flux.flux2klein_pipeline import FlaxFlux2KleinPipeline + +IN_GITHUB_ACTIONS = os.getenv("GITHUB_ACTIONS") == "true" +THIS_DIR = os.path.dirname(os.path.abspath(__file__)) +PROMPT = "a vibrant artistic painting combining the dog, car, mountain, and fruit bowl in surreal neon lighting" + + +def compute_psnr(img1: Image.Image, img2: Image.Image) -> float: + arr1 = np.array(img1, dtype=np.float64) + arr2 = np.array(img2, dtype=np.float64) + mse = np.mean((arr1 - arr2) ** 2) + if mse == 0: + return float("inf") + return float(20 * np.log10(255.0 / np.sqrt(mse))) + + +def compute_ssim(img1: Image.Image, img2: Image.Image) -> float: + arr1 = np.array(img1.convert("RGB")) + arr2 = np.array(img2.convert("RGB")) + return float(ssim(arr1, arr2, channel_axis=-1)) + + +def get_model_snapshot_dir(model_id: str, env_var: Optional[str] = None) -> str: + """Locates the snapshot directory for the given model_id strictly under HF_HOME or explicit env var.""" + if env_var and os.environ.get(env_var): + path = os.environ[env_var] + if os.path.exists(path): + return path + + try: + from huggingface_hub import snapshot_download + + return snapshot_download(repo_id=model_id, local_files_only=True) + except Exception: + pass + + hf_home = os.environ.get("HF_HOME", os.path.expanduser("~/.cache/huggingface")) + escaped_id = model_id.replace("/", "--") + cache_dir = os.path.join(hf_home, "hub", f"models--{escaped_id}", "snapshots") + if not os.path.exists(cache_dir): + cache_dir = os.path.join(hf_home, f"models--{escaped_id}", "snapshots") + + if not os.path.exists(cache_dir): + raise FileNotFoundError(f"Hugging Face cache directory not found for '{model_id}' under HF_HOME ({hf_home}).") + + snapshots = [s for s in os.listdir(cache_dir) if not s.startswith(".")] + if not snapshots: + raise FileNotFoundError(f"No snapshot directory found for '{model_id}' in {cache_dir}.") + + return os.path.join(cache_dir, snapshots[0]) + + +class TestFlux2KleinKVPipelineE2EBF16Parity(unittest.TestCase): + """End-to-end parity test comparing Diffusers Flux2KleinKVPipeline vs MaxDiffusion FlaxFlux2KleinPipeline (use_kv=True) in bfloat16.""" + + @classmethod + def setUpClass(cls): + cls.model_path = get_model_snapshot_dir("black-forest-labs/FLUX.2-klein-9b-kv", "FLUX2_KLEIN_KV_MODEL_PATH") + cls.work_dir = "/tmp/flux2klein_kv_e2e" + os.makedirs(cls.work_dir, exist_ok=True) + + cls.height = 256 + cls.width = 256 + cls.num_inference_steps = 4 + cls.seed = int(os.getenv("FLUX2_KLEIN_E2E_SEED", "42")) + + # 1. Load 4 real reference images (256x256) + ref_dir = os.path.join(THIS_DIR, "images", "flux2klein") + cls.ref_images = [] + if os.path.exists(ref_dir): + for i in range(4): + p = os.path.join(ref_dir, f"ref_image_{i}.png") + if os.path.exists(p): + cls.ref_images.append(Image.open(p).convert("RGB").resize((256, 256), Image.Resampling.BICUBIC)) + + if len(cls.ref_images) < 4: + colors = [(255, 0, 0), (0, 255, 0), (0, 0, 255), (255, 255, 0)] + for i, c in enumerate(colors): + arr = np.full((256, 256, 3), c, dtype=np.uint8) + cls.ref_images.append(Image.fromarray(arr)) + + # 2. Generate shared starting noise latents (1, 32, 32, 32) + rng = np.random.RandomState(cls.seed) + latents_unpacked = rng.randn(1, 32, cls.height // 8, cls.width // 8).astype(np.float32) + cls.latents_unpacked_jax = jnp.array(latents_unpacked) + + # Prepare packed latents for PyTorch: (1, 32, H/16, 2, W/16, 2) -> permute(0, 1, 3, 5, 2, 4) -> reshape(1, 128, H/16, W/16) + latents_unpacked_pt = torch.from_numpy(latents_unpacked) + latents_pt_packed = latents_unpacked_pt.view(1, 32, cls.height // 16, 2, cls.width // 16, 2) + latents_pt_packed = latents_pt_packed.permute(0, 1, 3, 5, 2, 4) + cls.latents_pt_packed = latents_pt_packed.reshape(1, 128, cls.height // 16, cls.width // 16) + + @pytest.mark.skipif( + IN_GITHUB_ACTIONS or Flux2KleinKVPipeline is None, + reason="Requires TPU, full FLUX.2-Klein 9B weights, and Flux2KleinKVPipeline support in diffusers", + ) + def test_flux2klein_kv_pipeline_bf16_parity(self): + """Executes PyTorch Diffusers Flux2KleinKVPipeline in BF16 and MaxDiffusion FlaxFlux2KleinPipeline in BF16 (use_kv=True) and compares outputs.""" + max_logging.log("\n" + "=" * 80) + max_logging.log("FLUX.2-KLEIN-9B KV CACHE END-TO-END BF16 PARITY TEST") + max_logging.log("=" * 80) + max_logging.log(f"Model Path: {self.model_path}") + max_logging.log(f"Prompt: '{PROMPT}'") + max_logging.log(f"Number of Ref Images:{len(self.ref_images)} (256x256)") + max_logging.log(f"Target Resolution: {self.width}x{self.height}") + max_logging.log(f"Inference Steps: {self.num_inference_steps}") + + # ========================================================================= + # LEG 1: PyTorch Diffusers Flux2KleinKVPipeline in BF16 + # ========================================================================= + max_logging.log("\n" + "-" * 80) + max_logging.log("LEG 1: Running PyTorch Diffusers Flux2KleinKVPipeline (bfloat16 on CPU)...") + max_logging.log("-" * 80) + + pipe_pt = Flux2KleinKVPipeline.from_pretrained( + self.model_path, + torch_dtype=torch.bfloat16, + local_files_only=True, + ) + pipe_pt.to("cpu") + + with torch.no_grad(): + pt_out = pipe_pt( + prompt=PROMPT, + image=self.ref_images, + latents=self.latents_pt_packed.to(torch.bfloat16), + num_inference_steps=self.num_inference_steps, + height=self.height, + width=self.width, + output_type="pil", + ).images[0] + + pt_output_path = os.path.join(self.work_dir, "pt_bf16_output.png") + pt_out.save(pt_output_path) + max_logging.log(f" -> Saved PyTorch Diffusers BF16 output: {pt_output_path}") + + del pipe_pt + gc.collect() + + # ========================================================================= + # LEG 2: MaxDiffusion FlaxFlux2KleinPipeline in BF16 (use_kv=True) + # ========================================================================= + max_logging.log("\n" + "-" * 80) + max_logging.log("LEG 2: Running MaxDiffusion FlaxFlux2KleinPipeline with use_kv=True (bfloat16 on TPU)...") + max_logging.log("-" * 80) + + # 1. Device mesh setup + active_devices = jax.devices() + active_device_count = len(active_devices) + + pyconfig._config = None + pyconfig.config = None + config_path = os.path.join(THIS_DIR, "..", "configs", "base_flux2klein_9B.yml") + args = [ + None, + config_path, + "run_name=e2e_kv_parity_test", + f"output_dir={self.work_dir}", + f"per_device_batch_size={1.0 / active_device_count}", + f"height={self.height}", + f"width={self.width}", + f"num_inference_steps={self.num_inference_steps}", + f"seed={self.seed}", + "use_kv=True", + "weights_dtype=bfloat16", + "activations_dtype=bfloat16", + "precision=DEFAULT", + "attention=tokamax_flash", + 'flash_block_sizes={"block_q": 512, "block_kv": 512, "block_kv_compute": 512}', + "text_encoder_attention=dot_product", + ] + pyconfig.initialize(args, unittest=True) + config = pyconfig.config + + if active_device_count > 1: + pyconfig._config.keys["ici_tensor_parallelism"] = active_device_count + pyconfig._config.keys["ici_data_parallelism"] = 1 + pyconfig._config.keys["ici_fsdp_parallelism"] = 1 + pyconfig._config.keys["ici_context_parallelism"] = 1 + + pyconfig._config.keys["flash_block_sizes"] = { + "block_q": 512, + "block_kv": 512, + "block_kv_compute": 512, + } + + devices_array = create_device_mesh(config, devices=active_devices) + mesh = Mesh(devices_array, config.mesh_axes) + + # 2. Text Encoder & Tokenizer + text_encoder_path = os.path.join(self.model_path, "text_encoder") + tokenizer_path = os.path.join(self.model_path, "tokenizer") + pt_config = AutoConfig.from_pretrained(text_encoder_path) + rope_theta = None + if hasattr(pt_config, "rope_parameters") and isinstance(pt_config.rope_parameters, dict): + rope_theta = pt_config.rope_parameters.get("rope_theta") + if rope_theta is None: + rope_theta = getattr(pt_config, "rope_theta", None) or getattr(pt_config, "rope_base", None) + + qwen_kwargs = { + "vocab_size": pt_config.vocab_size, + "hidden_size": pt_config.hidden_size, + "intermediate_size": pt_config.intermediate_size, + "num_hidden_layers": pt_config.num_hidden_layers, + "num_attention_heads": pt_config.num_attention_heads, + "num_key_value_heads": pt_config.num_key_value_heads, + "max_position_embeddings": pt_config.max_position_embeddings, + "rms_norm_eps": pt_config.rms_norm_eps, + "dtype": jnp.bfloat16, + "attention_kernel": "dot_product", + "mesh": mesh, + "max_layer_to_run": config.text_encoder_max_layer, + "is_causal": True, + } + if rope_theta is not None: + qwen_kwargs["rope_theta"] = rope_theta + + qwen3_config = FlaxQwen3Config(**qwen_kwargs) + text_encoder = FlaxQwen3Model(qwen3_config) + tokenizer = Qwen2TokenizerFast.from_pretrained(tokenizer_path) + + # 3. NNX Transformer + transformer_path = os.path.join(self.model_path, "transformer") + transformer_config_json = os.path.join(transformer_path, "config.json") + transformer_pt_cfg = {} + if os.path.exists(transformer_config_json): + with open(transformer_config_json, "r") as f: + transformer_pt_cfg = json.load(f) + + num_double_layers = transformer_pt_cfg.get("num_layers", 8) + depth = transformer_pt_cfg.get("num_single_layers", 24) + num_attention_heads = transformer_pt_cfg.get("num_attention_heads", 32) + + transformer = NNXFlux2KleinTransformer2DModel( + rngs=nnx.Rngs(0), + in_channels=128, + num_layers=num_double_layers, + num_single_layers=depth, + attention_head_dim=128, + num_attention_heads=num_attention_heads, + joint_attention_dim=3 * pt_config.hidden_size, + pooled_projection_dim=768, + guidance_embeds=transformer_pt_cfg.get("guidance_embeds", False), + axes_dim=(32, 32, 32, 32), + theta=2000.0, + mlp_ratio=3.0, + attention_kernel=config.attention, + flash_min_seq_length=512, + flash_block_sizes=get_flash_block_sizes(config), + mesh=mesh, + dtype=jnp.bfloat16, + weights_dtype=jnp.bfloat16, + scale_shift_order="scale_shift", + use_base2_exp=True, + ) + + # 4. NNX VAE + vae_path = os.path.join(self.model_path, "vae", "diffusion_pytorch_model.safetensors") + if not os.path.exists(vae_path): + vae_path = os.path.join(self.model_path, "vae") + vae = NNXAutoencoderKLFlux2( + in_channels=3, + out_channels=3, + latent_channels=32, + block_out_channels=(128, 256, 512, 512), + layers_per_block=2, + norm_num_groups=32, + dtype=jnp.bfloat16, + param_dtype=jnp.bfloat16, + ) + + # 5. Extract mesh shardings for all models + abstract_transformer_state = nnx.state(transformer, nnx.Param) + abstract_vae_state = nnx.state(vae, nnx.Param) + + def qwen3_init_fn(): + return text_encoder.init( + jax.random.PRNGKey(0), jnp.zeros((1, 512), dtype=jnp.int32), jnp.zeros((1, 512), dtype=jnp.int32) + ) + + with mesh, nn_partitioning.axis_rules(config.logical_axis_rules): + logical_transformer_specs = nnx.get_partition_spec(abstract_transformer_state) + logical_vae_specs = nnx.get_partition_spec(abstract_vae_state) + abstract_qwen3_vars = jax.eval_shape(qwen3_init_fn) + logical_qwen3_specs = nn.get_partition_spec(abstract_qwen3_vars) + + transformer_shardings = nn.logical_to_mesh_sharding(logical_transformer_specs, mesh, config.logical_axis_rules) + vae_shardings = nn.logical_to_mesh_sharding(logical_vae_specs, mesh, config.logical_axis_rules) + qwen3_shardings = flax.core.freeze( + nn.logical_to_mesh_sharding(logical_qwen3_specs, mesh, config.logical_axis_rules)["params"] + ) + + # 6. Load weights on Host CPU and shard across TPU HBM + cpu_device = jax.local_devices(backend="cpu")[0] + with jax.default_device(cpu_device): + t_params = load_and_convert_flux_klein_nnx_weights( + transformer_path, + abstract_transformer_state, + num_double_layers=num_double_layers, + num_single_layers=depth, + dtype=jnp.bfloat16, + ) + vae_bn_mean, vae_bn_std = load_and_convert_flux2klein_nnx_vae_weights(vae_path, vae, dtype=jnp.bfloat16) + v_params = nnx.state(vae, nnx.Param) + + def unbox_fn(x): + import flax.linen.spmd as flax_spmd + + return x.unbox() if isinstance(x, flax_spmd.LogicallyPartitioned) else x + + qwen3_params_template = jax.tree_util.tree_map( + unbox_fn, abstract_qwen3_vars["params"], is_leaf=lambda k: hasattr(k, "unbox") + ) + qwen3_params_template = flax.core.unfreeze(qwen3_params_template) + q_params = load_and_convert_qwen3_weights(text_encoder_path, qwen3_params_template, qwen3_config) + q_params = flax.core.freeze(q_params) + + # Shard onto TPU HBM + max_logging.log(" -> Sharding parameters across TPU HBM...") + with mesh, nn_partitioning.axis_rules(config.logical_axis_rules): + t_params = jax.tree_util.tree_map(device_put_replicated, t_params, transformer_shardings) + v_params = jax.tree_util.tree_map(device_put_replicated, v_params, vae_shardings) + nnx.update(vae, v_params) + q_params = jax.tree_util.tree_map(device_put_replicated, q_params, qwen3_shardings) + + # 7. Scheduler + scheduler = FlaxFlowMatchScheduler( + num_train_timesteps=1000, + shift=1.0, + sigma_max=1.0, + sigma_min=0.001, + inverse_timesteps=False, + extra_one_step=False, + reverse_sigmas=False, + use_dynamic_shifting=True, + time_shift_type="exponential", + ) + + # 8. Pipeline instantiation & execution + pipeline = FlaxFlux2KleinPipeline( + transformer=transformer, + vae=vae, + text_encoder=text_encoder, + tokenizer=tokenizer, + scheduler=scheduler, + config=config, + mesh=mesh, + ) + + pipeline.compile_aot_async( + params=t_params, + vae_params=v_params, + qwen3_params=q_params, + vae_bn_mean=vae_bn_mean, + vae_bn_std=vae_bn_std, + batch_size=1, + height=self.height, + width=self.width, + images=self.ref_images, + use_kv=True, + ) + + jax_output_name = "jax_bf16_output.png" + pipeline( + prompt=PROMPT, + params=t_params, + vae_params=v_params, + qwen3_params=q_params, + vae_bn_mean=vae_bn_mean, + vae_bn_std=vae_bn_std, + transformer_shardings=transformer_shardings, + vae_shardings=vae_shardings, + qwen3_shardings=qwen3_shardings, + height=self.height, + width=self.width, + num_inference_steps=self.num_inference_steps, + batch_size=1, + images=self.ref_images, + use_latents=True, + latents=self.latents_unpacked_jax, + use_kv=True, + output_dir=self.work_dir, + output_name=jax_output_name, + ) + + jax_output_path = os.path.join(self.work_dir, jax_output_name) + self.assertTrue(os.path.exists(jax_output_path), f"JAX output image not found at {jax_output_path}") + max_logging.log(f" -> Found MaxDiffusion JAX BF16 output: {jax_output_path}") + + # ========================================================================= + # LEG 3: Compute Parity Metrics (SSIM & PSNR) + # ========================================================================= + max_logging.log("\n" + "=" * 80) + max_logging.log("CROSS-FRAMEWORK BF16 PARITY EVALUATION REPORT") + max_logging.log("=" * 80) + + img_pt = Image.open(pt_output_path).convert("RGB") + img_jax = Image.open(jax_output_path).convert("RGB") + + score_ssim = compute_ssim(img_jax, img_pt) + score_psnr = compute_psnr(img_jax, img_pt) + + max_logging.log(f" -> Structural Similarity (SSIM): {score_ssim:.6f}") + max_logging.log(f" -> Peak Signal-to-Noise Ratio (PSNR): {score_psnr:.2f} dB") + max_logging.log("=" * 80) + + self.assertGreaterEqual( + score_ssim, 0.70, f"End-to-End BF16 SSIM {score_ssim:.6f} is below the required acceptance threshold of 0.70" + ) + max_logging.log("End-to-End BF16 Parity Test PASSED successfully!\n") + + +if __name__ == "__main__": + unittest.main() diff --git a/src/maxdiffusion/tests/generate_flux2klein_smoke_test.py b/src/maxdiffusion/tests/generate_flux2klein_smoke_test.py index b0c4f3f2f..621300d8e 100644 --- a/src/maxdiffusion/tests/generate_flux2klein_smoke_test.py +++ b/src/maxdiffusion/tests/generate_flux2klein_smoke_test.py @@ -23,8 +23,7 @@ from PIL import Image from skimage.metrics import structural_similarity as ssim -from maxdiffusion import pyconfig -from maxdiffusion import generate_flux2klein +from maxdiffusion import generate_flux2klein, max_logging, pyconfig IN_GITHUB_ACTIONS = os.getenv("GITHUB_ACTIONS") == "true" THIS_DIR = os.path.dirname(os.path.abspath(__file__)) @@ -76,7 +75,7 @@ def test_flux2klein_4b_smoke(self): self.assertEqual(base_image.shape, test_image.shape) ssim_compare = ssim(base_image, test_image, channel_axis=-1, data_range=255) - print(f"\n[SMOKE TEST 4B] SSIM Score: {ssim_compare:.6f}") + max_logging.log(f"\n[SMOKE TEST 4B] SSIM Score: {ssim_compare:.6f}") self.assertGreaterEqual(ssim_compare, 0.8) @pytest.mark.skipif(IN_GITHUB_ACTIONS, reason="Don't run smoke tests on Github Actions (requires TPU HBM)") @@ -121,7 +120,7 @@ def test_flux2klein_9b_smoke(self): self.assertEqual(base_image.shape, test_image.shape) ssim_compare = ssim(base_image, test_image, channel_axis=-1, data_range=255) - print(f"\n[SMOKE TEST 9B] SSIM Score: {ssim_compare:.6f}") + max_logging.log(f"\n[SMOKE TEST 9B] SSIM Score: {ssim_compare:.6f}") self.assertGreaterEqual(ssim_compare, 0.8) @pytest.mark.skipif(IN_GITHUB_ACTIONS, reason="Don't run smoke tests on Github Actions (requires TPU HBM)") @@ -170,7 +169,7 @@ def test_flux2klein_4b_image_edit_smoke(self): self.assertEqual(base_image.shape, test_image.shape) ssim_compare = ssim(base_image, test_image, channel_axis=-1, data_range=255) - print(f"\n[SMOKE TEST 4B IMAGE EDIT] SSIM Score: {ssim_compare:.6f}") + max_logging.log(f"\n[SMOKE TEST 4B IMAGE EDIT] SSIM Score: {ssim_compare:.6f}") self.assertGreaterEqual(ssim_compare, 0.8) @pytest.mark.skipif(IN_GITHUB_ACTIONS, reason="Don't run smoke tests on Github Actions (requires TPU HBM)") @@ -219,7 +218,59 @@ def test_flux2klein_9b_image_edit_smoke(self): self.assertEqual(base_image.shape, test_image.shape) ssim_compare = ssim(base_image, test_image, channel_axis=-1, data_range=255) - print(f"\n[SMOKE TEST 9B IMAGE EDIT] SSIM Score: {ssim_compare:.6f}") + max_logging.log(f"\n[SMOKE TEST 9B IMAGE EDIT] SSIM Score: {ssim_compare:.6f}") + self.assertGreaterEqual(ssim_compare, 0.8) + + @pytest.mark.skipif(IN_GITHUB_ACTIONS, reason="Don't run smoke tests on Github Actions (requires TPU HBM)") + def test_flux2klein_9b_kv_image_edit_smoke(self): + """End-to-end smoke test for Flux.2-klein-9B KV cache image editing at 512x512.""" + ref_gold_path = os.path.join(THIS_DIR, "images", "flux2klein", "ref_flux2klein_9b_kv_image_edit.png") + self.assertTrue(os.path.exists(ref_gold_path), f"Golden reference image not found: {ref_gold_path}") + base_image = np.array(Image.open(ref_gold_path)).astype(np.uint8) + + input_img_path = os.path.join(THIS_DIR, "images", "flux2klein", "ref_flux2klein_4b.png") + self.assertTrue(os.path.exists(input_img_path), f"Input reference image not found: {input_img_path}") + + output_dir = "/tmp/smoke_test_kv_image_edit_9b" + os.makedirs(output_dir, exist_ok=True) + out_path = os.path.join(output_dir, "flux2klein_generated_image.png") + if os.path.exists(out_path): + os.remove(out_path) + + pyconfig._config = None + pyconfig.config = None + args = [ + None, + os.path.join(THIS_DIR, "..", "configs", "base_flux2klein_9B.yml"), + "run_name=smoke_test_kv_image_edit_9b", + f"output_dir={output_dir}", + "jax_cache_dir=/tmp/cache_dir", + f"image_paths=['{input_img_path}']", + "prompt=change the lighting to evening", + "height=512", + "width=512", + f"per_device_batch_size={1.0 / jax.device_count()}", + "seed=42", + "use_kv=True", + "attention=tokamax_flash", + 'flash_block_sizes={"block_q": 512, "block_kv": 512, "block_kv_compute": 512}', + "weights_dtype=bfloat16", + "activations_dtype=bfloat16", + "precision=DEFAULT", + "num_reps=5", + "text_encoder_attention=dot_product", + ] + + generate_flux2klein.main(args) + + rep_out_path = os.path.join(output_dir, "rep_1_flux2klein_generated_image.png") + final_out_path = rep_out_path if os.path.exists(rep_out_path) else out_path + self.assertTrue(os.path.exists(final_out_path), "Smoke test 9B KV image edit failed to produce output image!") + test_image = np.array(Image.open(final_out_path)).astype(np.uint8) + + self.assertEqual(base_image.shape, test_image.shape) + ssim_compare = ssim(base_image, test_image, channel_axis=-1, data_range=255) + 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