From d793f9135a8801fa09ac6ed21a5c75fc89afa6a1 Mon Sep 17 00:00:00 2001 From: Kunjan Date: Mon, 24 Nov 2025 12:07:36 -0800 Subject: [PATCH] Revert "Attention bug fixes, tokamax splash defaulting logic (#282)" This reverts commit 4896870c9ed3970e893bcb025bf29ec476876e3f. --- docs/attention_blocks_flowchart.md | 30 ----- docs/attention_blocks_flowchart.png | Bin 234417 -> 0 bytes src/maxdiffusion/max_utils.py | 29 ++--- src/maxdiffusion/models/attention_flax.py | 7 +- .../tests/wan_transformer_test.py | 114 +++++++++--------- 5 files changed, 70 insertions(+), 110 deletions(-) delete mode 100644 docs/attention_blocks_flowchart.md delete mode 100644 docs/attention_blocks_flowchart.png diff --git a/docs/attention_blocks_flowchart.md b/docs/attention_blocks_flowchart.md deleted file mode 100644 index 69816ac7..00000000 --- a/docs/attention_blocks_flowchart.md +++ /dev/null @@ -1,30 +0,0 @@ -# Attention block sizes - -## Description -- "block_q": Block sizes (HBM TO VMEM and VREG) to tile along Q sequence in forward pass -- "block_kv_compute" : Sub Block size (VMEM to VREG) of "block_kv" where compute is performed in forward pass. It must be factor or same as "block_kv" -- "block_kv" : Block sizes (HBM TO VMEM) to tile along KV sequence in forward pass -- "block_q_dkv" : Block sizes along Q sequence in backward pass with fused kernel to compute gradient of q, k , v. It must be factor or same as block_q -- "block_kv_dkv" : Block sizes along KV sequence in backward pass. It must be factor or same as block_kv -- "block_kv_dkv_compute" : Sub Block Sizes of block_kv_dkv, must be factor or same as "block_kv_dkv" -- "block_q_dq" : Block sizes along Q sequence in backward pass with unfused kernel to compute gradient of just q. it must be factor or same as "block_q" -- "block_kv_dq" : Block sizes along KV to tiline on KV sequence in backward pass with unfused kernel to compute gradient of just q. it must be factor or same as "block_kv" -- "use_fused_bwd_kernel" : This means fused bwd kernel is used where DQ, DK, DV are computed in single kernel. It usually more perfomant but comes with slight HBM memory overhead. - -## Flowchart - -Maxdiffusion automatically adheres to this flowchart to ensure working, and there is a log that will inform you on the modifications that maxdiffusion makes to the specified block sizes. - -![alt text](attention_blocks_flowchart.png) - -> "tokamax_flash" uses the splash attention implementation in [tokamax-repo](https://github.com/openxla/tokamax/blob/main/tokamax/_src/ops/experimental/tpu/splash_attention/splash_attention_kernel.py) This kernel only supports fused backward pass where gradients for q,k,v are computed in a single kernel so "block_q_dq" and "block_kv_dq" are not used - -## How block sizes matter for perfomance and accuracy - -Block sizes key to saturating HBM bandwidth and ensuring maximum possible overlap of computation on cores with HBM use and VMEM to VREG. It is highly recommended to tune them. - -Block sizes also have an effect on the sequence length. Sequence length is multiple of resolution and number of frames (video), along with VAE scale down factors and patchifying ratios. This sequence length or shard of this sequence length needs to be multiple of the block sizes specified. Therefore maxdiffusion pads the sequence lengths to the nearest multiple of the block sizes. It is advisable to choose block sizes which are factor of sequence length, atleast for the Q block sizes. - -> In cross attention Image or Video tokens are attending to text tokens sequence length of text tokens is really small and potentially smaller than specified block size so KV block sizes are overwritten to safe values. - -> KV block sizes must be multiple of 128 since the size of register is 8x128 and in attention KV sequence dim lies on 128 for the multiplications as K is transposed. \ No newline at end of file diff --git a/docs/attention_blocks_flowchart.png b/docs/attention_blocks_flowchart.png deleted file mode 100644 index bed28e63700a7f3da290801c1d318fbbe3dc632e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 234417 zcmeEuWmHsc+o&Qap@LEh5;h^AA|XgfsEBk*jfhANpmaM*C<+*abV*3(07EGVJklLA zq)0O~3^2l+du9;O_c`DC);j;rdVip>XU}zC-Fv@MR=jY`8xJo@ZWx0)!S10GMi3KfUxoWKH+OQ(ZpnT~zfbF3ZKM!?T~I3b)xw=F(;rc$ z>TiD3q{PNQdlmnboR$0sjD!6pIc{>iX>Fs-d8sLEHf+6VeCeuwrl{ zMx;IS3&#B7JxbL@q@u z%fGVP?$&S8IDEdm=Hn$_8f&EDX@R)2{kq zLQsc08DAQO2I(@(#-`@CuyaDlT0_(v{m~g*SoT~1)+esaN6;mT7Ru-}+OJhP@|ul0 zuyoPXX{K|M%-U&@Guel~`IPQF(?yEkYDP|TC-m8np#D;v5J3*?_9V9BM3m4oaH^@AjUiA z9Q>X9*LpR!YA(9?N`teJ;=s{Jw?)q3h8&YovE=u=b_81{C%0)TvKN$3fCNKFisxw?p? zU)-a8-+<9wIZ8(4{e$(zQNthKC=6HA?;p7wkEUrl>8v;=UjsL@QIy>v?XuQpyC8Oj zGmix0ctoVT!V_n+a6Z&0JpA;Lrq8>iOR_ry+81qO4-vU5K=PWA@95y>?7CrVrFV|F z{bZkj8-}fk8ggQ>TDwfjnf#usu}hH~lDhJJu>3=ofv5F6RTxhj=N^kJ!yK1w+z2$k zX9PMbamanyB@W7(y{cUT#WnVK?Z`l6x zMY_`1SC2u&apqK-76$~zrdV>O@5XpY&pw3xG(%?Owd*sbOT2&Ky4RlGGQsk2gB3o> zG0`m3&8^abM`@3S)1;}T9EL%}SL$sV(=8spm_!v?udRFHt}f5^i)v==7&mb4S4mht zm}#aF1t+OP%3Crc;SDzndvkncB)zPe(&UZs*)HV!^YWF6p$4bY)b>i_I*`WGRh

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zO%&Sq&n!yz15-p+t*7jNNwSfgfVtd1T7!;Hj)M7MF-{&n@jd$@;SVTOg{Y()W5cT$ z8@`$@1M;9#{wXmBJiwVi$zsXnvnP0aNxt*SG}YUqofY76yF?tHh)i^RvprZbTmJCu zKsa<;hxfZV`m0;9%Zpm=ntO%?25+5flgY?NVjn*@&_g|w`mJj7oD*<yi{h}>6+&XUtRsfkwj~8l;)++B z`X=6QzWm+RnMpUO3!Gi`)*a1Z8@)f#bz=+A`??3*q4-#!mMbl?B0slbIG;w|eA~@X zakC1=e2byfu8)fSj?P3;hGFh2aqFAM1qRo+N4bKjt*Kjs$`$)VsBLx5L{^L%`{ExL zxX(q&*@r*PhFbXJ$=|E~Uv`PT+&+^Yhz;^*|Gl37{0eE# 0: - attention_is_tokamax = "tokamax" in config.attention - user_block_sizes:Dict[str, int] = config.flash_block_sizes - if attention_is_tokamax: - max_logging.log("Tokamax kernel specified, Note: Tokamax only supports fused backward kernel." - "Hence following flash block properties specified will be ignored:" - f"block_q: {user_block_sizes['block_q']}," - f"block_q_dq: {user_block_sizes.get('block_q_dq')}," - f"block_kv_dq: {user_block_sizes.get('block_kv_dq')}," - f"use_fused_bwd_kernel: {user_block_sizes.get('use_fused_bwd_kernel')}" - ) + use_fused_bwd_kernel = config.flash_block_sizes.get("use_fused_bwd_kernel", False) flash_block_sizes = splash_attention_kernel.BlockSizes( - block_q=user_block_sizes.get("block_q_dkv", user_block_sizes["block_kv"]) if attention_is_tokamax else user_block_sizes["block_q"], - block_kv_compute=user_block_sizes["block_kv_compute"], - block_kv=user_block_sizes["block_kv"], - block_q_dkv=user_block_sizes["block_q_dkv"], - block_kv_dkv=user_block_sizes["block_kv_dkv"], - block_kv_dkv_compute=user_block_sizes["block_kv_dkv_compute"], - block_q_dq=None if attention_is_tokamax else value_or_none(user_block_sizes, "block_q_dq"), - block_kv_dq=None if attention_is_tokamax else value_or_none(user_block_sizes, "block_kv_dq"), - use_fused_bwd_kernel=True if attention_is_tokamax else value_or_none(user_block_sizes, "use_fused_bwd_kernel"), + block_q=config.flash_block_sizes["block_q"], + block_kv_compute=config.flash_block_sizes["block_kv_compute"], + block_kv=config.flash_block_sizes["block_kv"], + block_q_dkv=config.flash_block_sizes["block_q_dkv"], + block_kv_dkv=config.flash_block_sizes["block_kv_dkv"], + block_kv_dkv_compute=config.flash_block_sizes["block_kv_dkv_compute"], + block_q_dq=value_or_none(config.flash_block_sizes, "block_q_dq"), + block_kv_dq=value_or_none(config.flash_block_sizes, "block_kv_dq"), + use_fused_bwd_kernel=value_or_none(config.flash_block_sizes, "use_fused_bwd_kernel"), ) return flash_block_sizes diff --git a/src/maxdiffusion/models/attention_flax.py b/src/maxdiffusion/models/attention_flax.py index cfe3c1fc..f5230d68 100644 --- a/src/maxdiffusion/models/attention_flax.py +++ b/src/maxdiffusion/models/attention_flax.py @@ -234,15 +234,14 @@ def _tpu_flash_attention( if flash_block_sizes and key.shape[1] == query.shape[1]: block_sizes = flash_block_sizes else: - block_size_q = flash_block_sizes.block_q if flash_block_sizes else q_max_block_size block_sizes = splash_attention_kernel.BlockSizes( - block_q=block_size_q, + block_q=min(q_max_block_size, query.shape[2]), block_kv_compute=min(kv_max_block_size, key.shape[2]), block_kv=min(kv_max_block_size, key.shape[2]), - block_q_dkv=block_size_q, + block_q_dkv=min(q_max_block_size, query.shape[2]), block_kv_dkv=min(kv_max_block_size, key.shape[2]), block_kv_dkv_compute=min(kv_max_block_size, query.shape[2]), - block_q_dq=None if attention_kernel == "tokamax_flash" else block_size_q, + block_q_dq=None if attention_kernel == "tokamax_flash" else block_sizes.block_q_dq, block_kv_dq=None if attention_kernel == "tokamax_flash" else min(kv_max_block_size, query.shape[2]), use_fused_bwd_kernel=True if attention_kernel == "tokamax_flash" else False, ) diff --git a/src/maxdiffusion/tests/wan_transformer_test.py b/src/maxdiffusion/tests/wan_transformer_test.py index 47a41234..d40edfad 100644 --- a/src/maxdiffusion/tests/wan_transformer_test.py +++ b/src/maxdiffusion/tests/wan_transformer_test.py @@ -179,69 +179,69 @@ def test_wan_block(self): dummy_encoder_hidden_states = jnp.ones((batch_size, 512, dim)) dummy_temb = jnp.ones((batch_size, 6, dim)) - - wan_block = WanTransformerBlock( - rngs=rngs, - dim=dim, - ffn_dim=ffn_dim, - num_heads=num_heads, - qk_norm=qk_norm, - cross_attn_norm=cross_attn_norm, - eps=eps, - attention="flash", - mesh=mesh, - flash_block_sizes=flash_block_sizes, - ) - with mesh: + with mesh, nn_partitioning.axis_rules(self.config.logical_axis_rules): + wan_block = WanTransformerBlock( + rngs=rngs, + dim=dim, + ffn_dim=ffn_dim, + num_heads=num_heads, + qk_norm=qk_norm, + cross_attn_norm=cross_attn_norm, + eps=eps, + attention="flash", + mesh=mesh, + flash_block_sizes=flash_block_sizes, + ) dummy_output = wan_block(dummy_hidden_states, dummy_encoder_hidden_states, dummy_temb, dummy_rotary_emb) assert dummy_output.shape == dummy_hidden_states.shape def test_wan_attention(self): - for attention_kernel in ["flash", "tokamax_flash"]: - pyconfig.initialize( - [ - None, - os.path.join(THIS_DIR, "..", "configs", "base_wan_14b.yml"), - f"attention={attention_kernel}" - ], - unittest=True + pyconfig.initialize( + [ + None, + os.path.join(THIS_DIR, "..", "configs", "base_wan_14b.yml"), + ], + unittest=True, + ) + config = pyconfig.config + + batch_size = 1 + channels = 16 + frames = 21 + height = 90 + width = 160 + hidden_states_shape = (batch_size, frames, height, width, channels) + dummy_hidden_states = jnp.ones(hidden_states_shape) + wan_rot_embed = WanRotaryPosEmbed(attention_head_dim=128, patch_size=[1, 2, 2], max_seq_len=1024) + dummy_rotary_emb = wan_rot_embed(dummy_hidden_states) + + key = jax.random.key(0) + rngs = nnx.Rngs(key) + devices_array = create_device_mesh(config) + + flash_block_sizes = get_flash_block_sizes(config) + + mesh = Mesh(devices_array, config.mesh_axes) + batch_size = 1 + query_dim = 5120 + with mesh, nn_partitioning.axis_rules(self.config.logical_axis_rules): + attention = FlaxWanAttention( + rngs=rngs, + query_dim=query_dim, + heads=40, + dim_head=128, + attention_kernel="flash", + mesh=mesh, + flash_block_sizes=flash_block_sizes, ) - config = pyconfig.config - batch_size = 1 - channels = 16 - frames = 21 - height = 90 - width = 160 - hidden_states_shape = (batch_size, frames, height, width, channels) - dummy_hidden_states = jnp.ones(hidden_states_shape) - wan_rot_embed = WanRotaryPosEmbed(attention_head_dim=128, patch_size=[1, 2, 2], max_seq_len=1024) - dummy_rotary_emb = wan_rot_embed(dummy_hidden_states) - - key = jax.random.key(0) - rngs = nnx.Rngs(key) - devices_array = create_device_mesh(config) - mesh = Mesh(devices_array, config.mesh_axes) - batch_size = 1 - query_dim = 5120 - with mesh, nn_partitioning.axis_rules(config.logical_axis_rules): - flash_block_sizes = get_flash_block_sizes(config) - attention = FlaxWanAttention( - rngs=rngs, - query_dim=query_dim, - heads=40, - dim_head=128, - attention_kernel=attention_kernel, - mesh=mesh, - flash_block_sizes=flash_block_sizes, - ) - dummy_hidden_states_shape = (batch_size, 75600, query_dim) + dummy_hidden_states_shape = (batch_size, 75600, query_dim) - dummy_hidden_states = jnp.ones(dummy_hidden_states_shape) - dummy_encoder_hidden_states = jnp.ones(dummy_hidden_states_shape) - dummy_output = attention( - hidden_states=dummy_hidden_states, encoder_hidden_states=dummy_encoder_hidden_states, rotary_emb=dummy_rotary_emb - ) - assert dummy_output.shape == dummy_hidden_states_shape + dummy_hidden_states = jnp.ones(dummy_hidden_states_shape) + dummy_encoder_hidden_states = jnp.ones(dummy_hidden_states_shape) + dummy_output = attention( + hidden_states=dummy_hidden_states, encoder_hidden_states=dummy_encoder_hidden_states, rotary_emb=dummy_rotary_emb + ) + assert dummy_output.shape == dummy_hidden_states_shape # dot product try: